From 608e905efb3a7dcdfa7b82c5497f270b8d7f8d2a Mon Sep 17 00:00:00 2001
From: Krutika Gaonkar <34580719+kgaonkar6@users.noreply.github.com>
Date: Sat, 9 Jan 2021 20:09:35 -0500
Subject: [PATCH] Ependymoma subtyping missing WGS only samples (#860)

* adding only WGS EPN samples to subset file

* removing unintended files

* add index to zscore array

* removing checks

* editing comments

* adding NA instead of blank

* removing subset rna dna and update fill_df_with_fpkm_zscores()

Co-authored-by: Jaclyn Taroni <jaclyn.n.taroni@gmail.com>
---
 .../01-make_notebook_RNAandDNA.py             |  16 +-
 .../02_ependymoma_generate_all_data.py        |  15 +-
 .../03-subgrouping_samples.html               |  29 +-
 .../03-subgrouping_samples.ipynb              | 994 +++++++++++++++++-
 .../results/EPN_all_data.tsv                  | 191 ++--
 .../results/EPN_all_data_withsubgroup.tsv     | 191 ++--
 6 files changed, 1182 insertions(+), 254 deletions(-)

diff --git a/analyses/molecular-subtyping-EPN/01-make_notebook_RNAandDNA.py b/analyses/molecular-subtyping-EPN/01-make_notebook_RNAandDNA.py
index 2f14e1311c..ef7c6e1e7d 100644
--- a/analyses/molecular-subtyping-EPN/01-make_notebook_RNAandDNA.py
+++ b/analyses/molecular-subtyping-EPN/01-make_notebook_RNAandDNA.py
@@ -41,17 +41,10 @@ def group_disease(primary_site):
 
 # Filtering for ependymoma samples 
 EP = pbta_histologies[pbta_histologies["pathology_diagnosis"]=="Ependymoma"]
-EP_rnaseq_samples = EP[EP["experimental_strategy"] == "RNA-Seq"][["Kids_First_Biospecimen_ID", "primary_site", 
-	"Kids_First_Participant_ID", "sample_id", "experimental_strategy"]]
-EP_rnaseq_samples["disease_group"] = [group_disease(primary) for primary in EP_rnaseq_samples["primary_site"]]
-
-# List with only RNA samples
-EP_rnasamplenames_PTIDs = list(EP_rnaseq_samples["Kids_First_Participant_ID"]) 
+EP_rnaseq_samples = EP[EP["experimental_strategy"] == "RNA-Seq"][["Kids_First_Biospecimen_ID","Kids_First_Participant_ID", "sample_id","primary_site"]]
 
 # Filtering for DNA samples 
-all_WGS = EP[EP["experimental_strategy"]=="WGS"]
-WGSPT = all_WGS[all_WGS["Kids_First_Participant_ID"].isin(EP_rnasamplenames_PTIDs)]
-WGS_dnaseqsamples = WGSPT[["Kids_First_Biospecimen_ID", "Kids_First_Participant_ID", "sample_id"]]
+WGS_dnaseqsamples = EP[EP["experimental_strategy"] == "WGS"][["Kids_First_Biospecimen_ID", "Kids_First_Participant_ID", "sample_id","primary_site"]]
 
 
 # Renaming the column name so they don't conflict in merge step 
@@ -62,10 +55,13 @@ def group_disease(primary_site):
 # sample_id is common between both  datafarmes and also unique between RNA and DNA. 
 # Some DNA BSID's are missing for the corresponding RNA samples
 EP_rnaseq_WGS = EP_rnaseq_samples.merge(WGS_dnaseqsamples, 
-                                        on = ["sample_id", "Kids_First_Participant_ID"], 
+                                        on = ["sample_id", "Kids_First_Participant_ID","primary_site"], 
                                         how = "outer")
 EP_rnaseq_WGS.fillna('NA', inplace=True)
 
+# add disease group infered from primary_site
+EP_rnaseq_WGS["disease_group"] = [group_disease(primary) for primary in EP_rnaseq_WGS["primary_site"]]
+
 # Sort for consistency
 EP_rnaseq_WGS = EP_rnaseq_WGS.sort_values(by = ["Kids_First_Participant_ID", "sample_id"])
 
diff --git a/analyses/molecular-subtyping-EPN/02_ependymoma_generate_all_data.py b/analyses/molecular-subtyping-EPN/02_ependymoma_generate_all_data.py
index 7a09bc9afb..5e9b7dc1e5 100644
--- a/analyses/molecular-subtyping-EPN/02_ependymoma_generate_all_data.py
+++ b/analyses/molecular-subtyping-EPN/02_ependymoma_generate_all_data.py
@@ -74,7 +74,7 @@
 focal_cn_gene_CDKN2A = focal_cn_gene_CDKN2A.set_index("biospecimen_id")
 
 # Reading the input in a  dataframe
-EPN_notebook = pd.read_csv(args.notebook, sep="\t")
+EPN_notebook = pd.read_csv(args.notebook, sep="\t",index_col=False)
 
 
 
@@ -112,9 +112,13 @@ def broad_CNA_fill_df(row, CNA, arm, loss_gain):
 
 # Function to generate Z-scores column for every gene
 def fill_df_with_fpkm_zscores(df, fpkmdf, gene_name):
-    zscore_list = stats.zscore(np.array(df.apply(lambda x: fpkmdf.loc[gene_name, x["Kids_First_Biospecimen_ID_RNA"]], axis=1)))
+    zscore_list = stats.zscore(np.array(df.loc[df["Kids_First_Biospecimen_ID_RNA"].notna(),:].apply(lambda x: fpkmdf.loc[gene_name, x["Kids_First_Biospecimen_ID_RNA"]], axis=1)))
     column_name = gene_name + "_expr_zscore"
-    df[column_name] = pd.Series(zscore_list)
+    # add z-score array to df_rna column_name
+    df.loc[df["Kids_First_Biospecimen_ID_RNA"].notna(),column_name] = pd.Series(zscore_list,index=df[df["Kids_First_Biospecimen_ID_RNA"].notna()].index.array)
+    # add NA to expression zscore columns for dna only samples
+    df.loc[df["Kids_First_Biospecimen_ID_RNA"].isna(),column_name] = np.nan
+
     return(df)
 
 
@@ -176,10 +180,11 @@ def fill_df_with_fpkm_zscores(df, fpkmdf, gene_name):
 
 # Adding Z-scores to dataframe
 expression_cols = ["RELA", "L1CAM", "ARL4D", "CLDN1", "CXorf67", "TKTL1", "GPBP1", "IFT46"]
+
 for gene in expression_cols:
+    # rna matched dna samples
     EPN_notebook = fill_df_with_fpkm_zscores(EPN_notebook, fpkm_df, gene)
-
-
+        
 # Replacing all Nan values with NA so they are not empty when writing to a file
 EPN_notebook = EPN_notebook.replace(np.nan, 'NA', regex=True)
 # Sort
diff --git a/analyses/molecular-subtyping-EPN/03-subgrouping_samples.html b/analyses/molecular-subtyping-EPN/03-subgrouping_samples.html
index d6d5898097..b8061166c4 100644
--- a/analyses/molecular-subtyping-EPN/03-subgrouping_samples.html
+++ b/analyses/molecular-subtyping-EPN/03-subgrouping_samples.html
@@ -13591,7 +13591,7 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
   </thead>
   <tbody>
     <tr>
-      <th>79</th>
+      <th>83</th>
       <td>PT_W17NV5YG</td>
       <td>7316-2079</td>
       <td>BS_FVPMPMRJ</td>
@@ -13720,7 +13720,7 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
   </thead>
   <tbody>
     <tr>
-      <th>87</th>
+      <th>90</th>
       <td>PT_ZA95JQEB</td>
       <td>7316-384</td>
       <td>BS_ZZJF26C4</td>
@@ -13744,7 +13744,7 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
       <td>PT_EPN_A</td>
     </tr>
     <tr>
-      <th>91</th>
+      <th>94</th>
       <td>PT_ZZRBX5JT</td>
       <td>7316-3319</td>
       <td>BS_9N3B3HZB</td>
@@ -14220,8 +14220,8 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
       <td>-1.320692</td>
       <td>-0.849661</td>
       <td></td>
-      <td>0.022388</td>
-      <td>-0.307692</td>
+      <td>0.036298</td>
+      <td>-0.226415</td>
     </tr>
     <tr>
       <th>1</th>
@@ -14268,8 +14268,8 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
       <td>0.388599</td>
       <td>-0.282618</td>
       <td></td>
-      <td>0.283582</td>
-      <td>0.230769</td>
+      <td>0.290381</td>
+      <td>0.301887</td>
     </tr>
     <tr>
       <th>3</th>
@@ -14292,8 +14292,8 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
       <td>-1.125484</td>
       <td>-0.701807</td>
       <td></td>
-      <td>-0.216418</td>
-      <td>-0.307692</td>
+      <td>-0.196007</td>
+      <td>-0.226415</td>
     </tr>
     <tr>
       <th>4</th>
@@ -14316,8 +14316,8 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
       <td>-1.123385</td>
       <td>0.013901</td>
       <td></td>
-      <td>-0.589552</td>
-      <td>0.153846</td>
+      <td>-0.558984</td>
+      <td>0.226415</td>
     </tr>
   </tbody>
 </table>
@@ -14336,7 +14336,10 @@ <h3 id="Processing-EPN-Samples">Processing EPN Samples<a class="anchor-link" hre
 <div class="prompt input_prompt">In&nbsp;[13]:</div>
 <div class="inner_cell">
     <div class="input_area">
-<div class=" highlight hl-ipython3"><pre><span></span><span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">outfile</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">out</span><span class="p">:</span>
+<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Replacing all Nan values with NA so they are not empty when writing to a file</span>
+<span class="n">EPN_final</span> <span class="o">=</span> <span class="n">EPN_final</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">,</span> <span class="s1">&#39;NA&#39;</span><span class="p">,</span> <span class="n">regex</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">outfile</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">out</span><span class="p">:</span>
     <span class="n">EPN_final</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="n">out</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">header</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 
@@ -14388,7 +14391,7 @@ <h2 id="Summary">Summary<a class="anchor-link" href="#Summary">&#182;</a></h2>
 
 
 <div class="output_subarea output_stream output_stdout output_text">
-<pre>There are a total of 94 samples out of which 59 samples were not assigned any subgroup
+<pre>There are a total of 97 samples out of which 62 samples were not assigned any subgroup
 Number of samples under each subgroup
 ST_EPN_RELA : 29
 ST_EPN_YAP1 : 4 
diff --git a/analyses/molecular-subtyping-EPN/03-subgrouping_samples.ipynb b/analyses/molecular-subtyping-EPN/03-subgrouping_samples.ipynb
index b7d0859f2d..c0f1131748 100644
--- a/analyses/molecular-subtyping-EPN/03-subgrouping_samples.ipynb
+++ b/analyses/molecular-subtyping-EPN/03-subgrouping_samples.ipynb
@@ -176,17 +176,230 @@
    },
    "outputs": [
     {
-     "output_type": "stream",
      "name": "stdout",
-     "text": "28\n"
+     "output_type": "stream",
+     "text": [
+      "28\n"
+     ]
     },
     {
-     "output_type": "display_data",
      "data": {
-      "text/plain": "  Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n0               PT_S4H6KA09  7316-2134                   BS_K6A9Z04J   \n1               PT_164RNWTT  7316-1078                   BS_5D24XV4T   \n2               PT_V3Q78E6F   7316-455                   BS_7RQCH5Y7   \n3               PT_Y6Y9JJ9P   7316-425                           NaN   \n4               PT_82A9SDRN  7316-2313                   BS_NWYBD9CA   \n\n  Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n0                   BS_07ANYSYQ  supratentorial      0.0      0.0      0.0   \n1                   BS_0BXY0F9N  infratentorial      0.0      0.0      0.0   \n2                   BS_0QYS36NR    undetermined      0.0      0.0      0.0   \n3                   BS_0WQJP6ZG  supratentorial      NaN      NaN      NaN   \n4                   BS_0XEG6SNV  supratentorial      0.0      0.0      0.0   \n\n   9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n0      0.0      0.0  ...                      loss          0.667614   \n1      0.0      0.0  ...                         0         -0.669468   \n2      0.0      0.0  ...                         0         -0.441425   \n3      NaN      NaN  ...                       NaN         -0.145624   \n4      0.0      0.0  ...                         0          1.302490   \n\n   L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n0           0.487470           0.166855          -0.216807   \n1          -0.536139           0.943212          -0.253911   \n2          -0.547948           0.146395          -0.259969   \n3          -0.303262           0.893197          -0.223623   \n4           3.919198          -0.209387          -0.186519   \n\n   CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n0            -0.733550          -0.379140           0.230703   \n1             0.606873          -0.184479          -1.135558   \n2             0.249427           0.453800          -1.603039   \n3            -0.759494          -0.379140           0.622200   \n4            -0.171437          -0.375096          -0.408285   \n\n   IFT46_expr_zscore     subgroup  \n0          -0.798158  ST_EPN_RELA  \n1          -0.004348               \n2          -0.851185               \n3          -1.025133  ST_EPN_RELA  \n4          -0.195971  ST_EPN_RELA  \n\n[5 rows x 34 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Kids_First_Participant_ID</th>\n      <th>sample_id</th>\n      <th>Kids_First_Biospecimen_ID_DNA</th>\n      <th>Kids_First_Biospecimen_ID_RNA</th>\n      <th>disease_group</th>\n      <th>1q_loss</th>\n      <th>1q_gain</th>\n      <th>9p_loss</th>\n      <th>9q_loss</th>\n      <th>6p_loss</th>\n      <th>...</th>\n      <th>consensus_focal_CN_CDKN2</th>\n      <th>RELA_expr_zscore</th>\n      <th>L1CAM_expr_zscore</th>\n      <th>ARL4D_expr_zscore</th>\n      <th>CLDN1_expr_zscore</th>\n      <th>CXorf67_expr_zscore</th>\n      <th>TKTL1_expr_zscore</th>\n      <th>GPBP1_expr_zscore</th>\n      <th>IFT46_expr_zscore</th>\n      <th>subgroup</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>PT_S4H6KA09</td>\n      <td>7316-2134</td>\n      <td>BS_K6A9Z04J</td>\n      <td>BS_07ANYSYQ</td>\n      <td>supratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>loss</td>\n      <td>0.667614</td>\n      <td>0.487470</td>\n      <td>0.166855</td>\n      <td>-0.216807</td>\n      <td>-0.733550</td>\n      <td>-0.379140</td>\n      <td>0.230703</td>\n      <td>-0.798158</td>\n      <td>ST_EPN_RELA</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>PT_164RNWTT</td>\n      <td>7316-1078</td>\n      <td>BS_5D24XV4T</td>\n      <td>BS_0BXY0F9N</td>\n      <td>infratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>-0.669468</td>\n      <td>-0.536139</td>\n      <td>0.943212</td>\n      <td>-0.253911</td>\n      <td>0.606873</td>\n      <td>-0.184479</td>\n      <td>-1.135558</td>\n      <td>-0.004348</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>PT_V3Q78E6F</td>\n      <td>7316-455</td>\n      <td>BS_7RQCH5Y7</td>\n      <td>BS_0QYS36NR</td>\n      <td>undetermined</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>-0.441425</td>\n      <td>-0.547948</td>\n      <td>0.146395</td>\n      <td>-0.259969</td>\n      <td>0.249427</td>\n      <td>0.453800</td>\n      <td>-1.603039</td>\n      <td>-0.851185</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>PT_Y6Y9JJ9P</td>\n      <td>7316-425</td>\n      <td>NaN</td>\n      <td>BS_0WQJP6ZG</td>\n      <td>supratentorial</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>NaN</td>\n      <td>-0.145624</td>\n      <td>-0.303262</td>\n      <td>0.893197</td>\n      <td>-0.223623</td>\n      <td>-0.759494</td>\n      <td>-0.379140</td>\n      <td>0.622200</td>\n      <td>-1.025133</td>\n      <td>ST_EPN_RELA</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>PT_82A9SDRN</td>\n      <td>7316-2313</td>\n      <td>BS_NWYBD9CA</td>\n      <td>BS_0XEG6SNV</td>\n      <td>supratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>1.302490</td>\n      <td>3.919198</td>\n      <td>-0.209387</td>\n      <td>-0.186519</td>\n      <td>-0.171437</td>\n      <td>-0.375096</td>\n      <td>-0.408285</td>\n      <td>-0.195971</td>\n      <td>ST_EPN_RELA</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 34 columns</p>\n</div>"
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Kids_First_Participant_ID</th>\n",
+       "      <th>sample_id</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_DNA</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_RNA</th>\n",
+       "      <th>disease_group</th>\n",
+       "      <th>1q_loss</th>\n",
+       "      <th>1q_gain</th>\n",
+       "      <th>9p_loss</th>\n",
+       "      <th>9q_loss</th>\n",
+       "      <th>6p_loss</th>\n",
+       "      <th>...</th>\n",
+       "      <th>consensus_focal_CN_CDKN2</th>\n",
+       "      <th>RELA_expr_zscore</th>\n",
+       "      <th>L1CAM_expr_zscore</th>\n",
+       "      <th>ARL4D_expr_zscore</th>\n",
+       "      <th>CLDN1_expr_zscore</th>\n",
+       "      <th>CXorf67_expr_zscore</th>\n",
+       "      <th>TKTL1_expr_zscore</th>\n",
+       "      <th>GPBP1_expr_zscore</th>\n",
+       "      <th>IFT46_expr_zscore</th>\n",
+       "      <th>subgroup</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>PT_S4H6KA09</td>\n",
+       "      <td>7316-2134</td>\n",
+       "      <td>BS_K6A9Z04J</td>\n",
+       "      <td>BS_07ANYSYQ</td>\n",
+       "      <td>supratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>loss</td>\n",
+       "      <td>0.667614</td>\n",
+       "      <td>0.487470</td>\n",
+       "      <td>0.166855</td>\n",
+       "      <td>-0.216807</td>\n",
+       "      <td>-0.733550</td>\n",
+       "      <td>-0.379140</td>\n",
+       "      <td>0.230703</td>\n",
+       "      <td>-0.798158</td>\n",
+       "      <td>ST_EPN_RELA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>PT_164RNWTT</td>\n",
+       "      <td>7316-1078</td>\n",
+       "      <td>BS_5D24XV4T</td>\n",
+       "      <td>BS_0BXY0F9N</td>\n",
+       "      <td>infratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-0.669468</td>\n",
+       "      <td>-0.536139</td>\n",
+       "      <td>0.943212</td>\n",
+       "      <td>-0.253911</td>\n",
+       "      <td>0.606873</td>\n",
+       "      <td>-0.184479</td>\n",
+       "      <td>-1.135558</td>\n",
+       "      <td>-0.004348</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>PT_V3Q78E6F</td>\n",
+       "      <td>7316-455</td>\n",
+       "      <td>BS_7RQCH5Y7</td>\n",
+       "      <td>BS_0QYS36NR</td>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-0.441425</td>\n",
+       "      <td>-0.547948</td>\n",
+       "      <td>0.146395</td>\n",
+       "      <td>-0.259969</td>\n",
+       "      <td>0.249427</td>\n",
+       "      <td>0.453800</td>\n",
+       "      <td>-1.603039</td>\n",
+       "      <td>-0.851185</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>PT_Y6Y9JJ9P</td>\n",
+       "      <td>7316-425</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>BS_0WQJP6ZG</td>\n",
+       "      <td>supratentorial</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-0.145624</td>\n",
+       "      <td>-0.303262</td>\n",
+       "      <td>0.893197</td>\n",
+       "      <td>-0.223623</td>\n",
+       "      <td>-0.759494</td>\n",
+       "      <td>-0.379140</td>\n",
+       "      <td>0.622200</td>\n",
+       "      <td>-1.025133</td>\n",
+       "      <td>ST_EPN_RELA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>PT_82A9SDRN</td>\n",
+       "      <td>7316-2313</td>\n",
+       "      <td>BS_NWYBD9CA</td>\n",
+       "      <td>BS_0XEG6SNV</td>\n",
+       "      <td>supratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1.302490</td>\n",
+       "      <td>3.919198</td>\n",
+       "      <td>-0.209387</td>\n",
+       "      <td>-0.186519</td>\n",
+       "      <td>-0.171437</td>\n",
+       "      <td>-0.375096</td>\n",
+       "      <td>-0.408285</td>\n",
+       "      <td>-0.195971</td>\n",
+       "      <td>ST_EPN_RELA</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 34 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n",
+       "0               PT_S4H6KA09  7316-2134                   BS_K6A9Z04J   \n",
+       "1               PT_164RNWTT  7316-1078                   BS_5D24XV4T   \n",
+       "2               PT_V3Q78E6F   7316-455                   BS_7RQCH5Y7   \n",
+       "3               PT_Y6Y9JJ9P   7316-425                           NaN   \n",
+       "4               PT_82A9SDRN  7316-2313                   BS_NWYBD9CA   \n",
+       "\n",
+       "  Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n",
+       "0                   BS_07ANYSYQ  supratentorial      0.0      0.0      0.0   \n",
+       "1                   BS_0BXY0F9N  infratentorial      0.0      0.0      0.0   \n",
+       "2                   BS_0QYS36NR    undetermined      0.0      0.0      0.0   \n",
+       "3                   BS_0WQJP6ZG  supratentorial      NaN      NaN      NaN   \n",
+       "4                   BS_0XEG6SNV  supratentorial      0.0      0.0      0.0   \n",
+       "\n",
+       "   9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n",
+       "0      0.0      0.0  ...                      loss          0.667614   \n",
+       "1      0.0      0.0  ...                         0         -0.669468   \n",
+       "2      0.0      0.0  ...                         0         -0.441425   \n",
+       "3      NaN      NaN  ...                       NaN         -0.145624   \n",
+       "4      0.0      0.0  ...                         0          1.302490   \n",
+       "\n",
+       "   L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n",
+       "0           0.487470           0.166855          -0.216807   \n",
+       "1          -0.536139           0.943212          -0.253911   \n",
+       "2          -0.547948           0.146395          -0.259969   \n",
+       "3          -0.303262           0.893197          -0.223623   \n",
+       "4           3.919198          -0.209387          -0.186519   \n",
+       "\n",
+       "   CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n",
+       "0            -0.733550          -0.379140           0.230703   \n",
+       "1             0.606873          -0.184479          -1.135558   \n",
+       "2             0.249427           0.453800          -1.603039   \n",
+       "3            -0.759494          -0.379140           0.622200   \n",
+       "4            -0.171437          -0.375096          -0.408285   \n",
+       "\n",
+       "   IFT46_expr_zscore     subgroup  \n",
+       "0          -0.798158  ST_EPN_RELA  \n",
+       "1          -0.004348               \n",
+       "2          -0.851185               \n",
+       "3          -1.025133  ST_EPN_RELA  \n",
+       "4          -0.195971  ST_EPN_RELA  \n",
+       "\n",
+       "[5 rows x 34 columns]"
+      ]
      },
-     "metadata": {}
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -220,17 +433,110 @@
    },
    "outputs": [
     {
-     "output_type": "stream",
      "name": "stdout",
-     "text": "29\n"
+     "output_type": "stream",
+     "text": [
+      "29\n"
+     ]
     },
     {
-     "output_type": "display_data",
      "data": {
-      "text/plain": "   Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n78               PT_W17NV5YG  7316-2079                   BS_FVPMPMRJ   \n\n   Kids_First_Biospecimen_ID_RNA disease_group  1q_loss  1q_gain  9p_loss  \\\n78                   BS_V4W81SFC  undetermined      0.0      0.0      0.0   \n\n    9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n78      0.0      0.0  ...                         0         -0.404841   \n\n    L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n78          -0.546348           7.682619           6.264276   \n\n    CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n78            -0.762376          -0.383183          -0.721627   \n\n    IFT46_expr_zscore     subgroup  \n78          -0.510522  ST_EPN_YAP1  \n\n[1 rows x 34 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Kids_First_Participant_ID</th>\n      <th>sample_id</th>\n      <th>Kids_First_Biospecimen_ID_DNA</th>\n      <th>Kids_First_Biospecimen_ID_RNA</th>\n      <th>disease_group</th>\n      <th>1q_loss</th>\n      <th>1q_gain</th>\n      <th>9p_loss</th>\n      <th>9q_loss</th>\n      <th>6p_loss</th>\n      <th>...</th>\n      <th>consensus_focal_CN_CDKN2</th>\n      <th>RELA_expr_zscore</th>\n      <th>L1CAM_expr_zscore</th>\n      <th>ARL4D_expr_zscore</th>\n      <th>CLDN1_expr_zscore</th>\n      <th>CXorf67_expr_zscore</th>\n      <th>TKTL1_expr_zscore</th>\n      <th>GPBP1_expr_zscore</th>\n      <th>IFT46_expr_zscore</th>\n      <th>subgroup</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>78</th>\n      <td>PT_W17NV5YG</td>\n      <td>7316-2079</td>\n      <td>BS_FVPMPMRJ</td>\n      <td>BS_V4W81SFC</td>\n      <td>undetermined</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>-0.404841</td>\n      <td>-0.546348</td>\n      <td>7.682619</td>\n      <td>6.264276</td>\n      <td>-0.762376</td>\n      <td>-0.383183</td>\n      <td>-0.721627</td>\n      <td>-0.510522</td>\n      <td>ST_EPN_YAP1</td>\n    </tr>\n  </tbody>\n</table>\n<p>1 rows × 34 columns</p>\n</div>"
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Kids_First_Participant_ID</th>\n",
+       "      <th>sample_id</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_DNA</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_RNA</th>\n",
+       "      <th>disease_group</th>\n",
+       "      <th>1q_loss</th>\n",
+       "      <th>1q_gain</th>\n",
+       "      <th>9p_loss</th>\n",
+       "      <th>9q_loss</th>\n",
+       "      <th>6p_loss</th>\n",
+       "      <th>...</th>\n",
+       "      <th>consensus_focal_CN_CDKN2</th>\n",
+       "      <th>RELA_expr_zscore</th>\n",
+       "      <th>L1CAM_expr_zscore</th>\n",
+       "      <th>ARL4D_expr_zscore</th>\n",
+       "      <th>CLDN1_expr_zscore</th>\n",
+       "      <th>CXorf67_expr_zscore</th>\n",
+       "      <th>TKTL1_expr_zscore</th>\n",
+       "      <th>GPBP1_expr_zscore</th>\n",
+       "      <th>IFT46_expr_zscore</th>\n",
+       "      <th>subgroup</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>PT_W17NV5YG</td>\n",
+       "      <td>7316-2079</td>\n",
+       "      <td>BS_FVPMPMRJ</td>\n",
+       "      <td>BS_V4W81SFC</td>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-0.404841</td>\n",
+       "      <td>-0.546348</td>\n",
+       "      <td>7.682619</td>\n",
+       "      <td>6.264276</td>\n",
+       "      <td>-0.762376</td>\n",
+       "      <td>-0.383183</td>\n",
+       "      <td>-0.721627</td>\n",
+       "      <td>-0.510522</td>\n",
+       "      <td>ST_EPN_YAP1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1 rows × 34 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n",
+       "78               PT_W17NV5YG  7316-2079                   BS_FVPMPMRJ   \n",
+       "\n",
+       "   Kids_First_Biospecimen_ID_RNA disease_group  1q_loss  1q_gain  9p_loss  \\\n",
+       "78                   BS_V4W81SFC  undetermined      0.0      0.0      0.0   \n",
+       "\n",
+       "    9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n",
+       "78      0.0      0.0  ...                         0         -0.404841   \n",
+       "\n",
+       "    L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n",
+       "78          -0.546348           7.682619           6.264276   \n",
+       "\n",
+       "    CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n",
+       "78            -0.762376          -0.383183          -0.721627   \n",
+       "\n",
+       "    IFT46_expr_zscore     subgroup  \n",
+       "78          -0.510522  ST_EPN_YAP1  \n",
+       "\n",
+       "[1 rows x 34 columns]"
+      ]
      },
-     "metadata": {}
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -263,25 +569,201 @@
    },
    "outputs": [
     {
-     "output_type": "stream",
      "name": "stdout",
-     "text": "31\n"
+     "output_type": "stream",
+     "text": [
+      "31\n"
+     ]
     },
     {
-     "output_type": "display_data",
      "data": {
-      "text/plain": "   Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n22               PT_ZA95JQEB   7316-384                   BS_ZZJF26C4   \n89               PT_ZZRBX5JT  7316-3319                   BS_9N3B3HZB   \n\n   Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n22                   BS_8RHPJ740    undetermined      0.0      1.0      0.0   \n89                   BS_YE1MAQYJ  infratentorial      0.0      1.0      0.0   \n\n    9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n22      0.0      0.0  ...                      gain          0.364269   \n89      0.0      0.0  ...                         0         -0.646265   \n\n    L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n22          -0.547396          -0.117316          -0.236495   \n89          -0.546845          -0.151416          -0.211507   \n\n    CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n22             0.396441           5.493027          -1.045101   \n89             2.515174           3.836389          -0.322893   \n\n    IFT46_expr_zscore  subgroup  \n22          -0.101164  PT_EPN_A  \n89           0.879046  PT_EPN_A  \n\n[2 rows x 34 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Kids_First_Participant_ID</th>\n      <th>sample_id</th>\n      <th>Kids_First_Biospecimen_ID_DNA</th>\n      <th>Kids_First_Biospecimen_ID_RNA</th>\n      <th>disease_group</th>\n      <th>1q_loss</th>\n      <th>1q_gain</th>\n      <th>9p_loss</th>\n      <th>9q_loss</th>\n      <th>6p_loss</th>\n      <th>...</th>\n      <th>consensus_focal_CN_CDKN2</th>\n      <th>RELA_expr_zscore</th>\n      <th>L1CAM_expr_zscore</th>\n      <th>ARL4D_expr_zscore</th>\n      <th>CLDN1_expr_zscore</th>\n      <th>CXorf67_expr_zscore</th>\n      <th>TKTL1_expr_zscore</th>\n      <th>GPBP1_expr_zscore</th>\n      <th>IFT46_expr_zscore</th>\n      <th>subgroup</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>22</th>\n      <td>PT_ZA95JQEB</td>\n      <td>7316-384</td>\n      <td>BS_ZZJF26C4</td>\n      <td>BS_8RHPJ740</td>\n      <td>undetermined</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>gain</td>\n      <td>0.364269</td>\n      <td>-0.547396</td>\n      <td>-0.117316</td>\n      <td>-0.236495</td>\n      <td>0.396441</td>\n      <td>5.493027</td>\n      <td>-1.045101</td>\n      <td>-0.101164</td>\n      <td>PT_EPN_A</td>\n    </tr>\n    <tr>\n      <th>89</th>\n      <td>PT_ZZRBX5JT</td>\n      <td>7316-3319</td>\n      <td>BS_9N3B3HZB</td>\n      <td>BS_YE1MAQYJ</td>\n      <td>infratentorial</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>-0.646265</td>\n      <td>-0.546845</td>\n      <td>-0.151416</td>\n      <td>-0.211507</td>\n      <td>2.515174</td>\n      <td>3.836389</td>\n      <td>-0.322893</td>\n      <td>0.879046</td>\n      <td>PT_EPN_A</td>\n    </tr>\n  </tbody>\n</table>\n<p>2 rows × 34 columns</p>\n</div>"
+      "text/html": [
+       "<div>\n",
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Kids_First_Participant_ID</th>\n",
+       "      <th>sample_id</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_DNA</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_RNA</th>\n",
+       "      <th>disease_group</th>\n",
+       "      <th>1q_loss</th>\n",
+       "      <th>1q_gain</th>\n",
+       "      <th>9p_loss</th>\n",
+       "      <th>9q_loss</th>\n",
+       "      <th>6p_loss</th>\n",
+       "      <th>...</th>\n",
+       "      <th>consensus_focal_CN_CDKN2</th>\n",
+       "      <th>RELA_expr_zscore</th>\n",
+       "      <th>L1CAM_expr_zscore</th>\n",
+       "      <th>ARL4D_expr_zscore</th>\n",
+       "      <th>CLDN1_expr_zscore</th>\n",
+       "      <th>CXorf67_expr_zscore</th>\n",
+       "      <th>TKTL1_expr_zscore</th>\n",
+       "      <th>GPBP1_expr_zscore</th>\n",
+       "      <th>IFT46_expr_zscore</th>\n",
+       "      <th>subgroup</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>PT_ZA95JQEB</td>\n",
+       "      <td>7316-384</td>\n",
+       "      <td>BS_ZZJF26C4</td>\n",
+       "      <td>BS_8RHPJ740</td>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>gain</td>\n",
+       "      <td>0.364269</td>\n",
+       "      <td>-0.547396</td>\n",
+       "      <td>-0.117316</td>\n",
+       "      <td>-0.236495</td>\n",
+       "      <td>0.396441</td>\n",
+       "      <td>5.493027</td>\n",
+       "      <td>-1.045101</td>\n",
+       "      <td>-0.101164</td>\n",
+       "      <td>PT_EPN_A</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>PT_ZZRBX5JT</td>\n",
+       "      <td>7316-3319</td>\n",
+       "      <td>BS_9N3B3HZB</td>\n",
+       "      <td>BS_YE1MAQYJ</td>\n",
+       "      <td>infratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-0.646265</td>\n",
+       "      <td>-0.546845</td>\n",
+       "      <td>-0.151416</td>\n",
+       "      <td>-0.211507</td>\n",
+       "      <td>2.515174</td>\n",
+       "      <td>3.836389</td>\n",
+       "      <td>-0.322893</td>\n",
+       "      <td>0.879046</td>\n",
+       "      <td>PT_EPN_A</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2 rows × 34 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n",
+       "22               PT_ZA95JQEB   7316-384                   BS_ZZJF26C4   \n",
+       "89               PT_ZZRBX5JT  7316-3319                   BS_9N3B3HZB   \n",
+       "\n",
+       "   Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n",
+       "22                   BS_8RHPJ740    undetermined      0.0      1.0      0.0   \n",
+       "89                   BS_YE1MAQYJ  infratentorial      0.0      1.0      0.0   \n",
+       "\n",
+       "    9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n",
+       "22      0.0      0.0  ...                      gain          0.364269   \n",
+       "89      0.0      0.0  ...                         0         -0.646265   \n",
+       "\n",
+       "    L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n",
+       "22          -0.547396          -0.117316          -0.236495   \n",
+       "89          -0.546845          -0.151416          -0.211507   \n",
+       "\n",
+       "    CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n",
+       "22             0.396441           5.493027          -1.045101   \n",
+       "89             2.515174           3.836389          -0.322893   \n",
+       "\n",
+       "    IFT46_expr_zscore  subgroup  \n",
+       "22          -0.101164  PT_EPN_A  \n",
+       "89           0.879046  PT_EPN_A  \n",
+       "\n",
+       "[2 rows x 34 columns]"
+      ]
      },
-     "metadata": {}
+     "metadata": {},
+     "output_type": "display_data"
     },
     {
-     "output_type": "display_data",
      "data": {
-      "text/plain": "Empty DataFrame\nColumns: [Kids_First_Participant_ID, sample_id, Kids_First_Biospecimen_ID_DNA, Kids_First_Biospecimen_ID_RNA, disease_group, 1q_loss, 1q_gain, 9p_loss, 9q_loss, 6p_loss, 6q_loss, 11q_loss, 11q_gain, NFKB_pathway_GSEAscore, C11orf95--RELA, LTBP3--RELA, PTEN--TAS2R1, C11orf95--YAP1, YAP1--MAMLD1, YAP1--FAM118B, C11orf95--MAML2, breaks_density-chromosomal_instability_CNV, breaks_density-chromosomal_instability_SV, GISTIC_focal_CN_CDKN2A, consensus_focal_CN_CDKN2, RELA_expr_zscore, L1CAM_expr_zscore, ARL4D_expr_zscore, CLDN1_expr_zscore, CXorf67_expr_zscore, TKTL1_expr_zscore, GPBP1_expr_zscore, IFT46_expr_zscore, subgroup]\nIndex: []\n\n[0 rows x 34 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Kids_First_Participant_ID</th>\n      <th>sample_id</th>\n      <th>Kids_First_Biospecimen_ID_DNA</th>\n      <th>Kids_First_Biospecimen_ID_RNA</th>\n      <th>disease_group</th>\n      <th>1q_loss</th>\n      <th>1q_gain</th>\n      <th>9p_loss</th>\n      <th>9q_loss</th>\n      <th>6p_loss</th>\n      <th>...</th>\n      <th>consensus_focal_CN_CDKN2</th>\n      <th>RELA_expr_zscore</th>\n      <th>L1CAM_expr_zscore</th>\n      <th>ARL4D_expr_zscore</th>\n      <th>CLDN1_expr_zscore</th>\n      <th>CXorf67_expr_zscore</th>\n      <th>TKTL1_expr_zscore</th>\n      <th>GPBP1_expr_zscore</th>\n      <th>IFT46_expr_zscore</th>\n      <th>subgroup</th>\n    </tr>\n  </thead>\n  <tbody>\n  </tbody>\n</table>\n<p>0 rows × 34 columns</p>\n</div>"
+      "text/html": [
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Kids_First_Participant_ID</th>\n",
+       "      <th>sample_id</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_DNA</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_RNA</th>\n",
+       "      <th>disease_group</th>\n",
+       "      <th>1q_loss</th>\n",
+       "      <th>1q_gain</th>\n",
+       "      <th>9p_loss</th>\n",
+       "      <th>9q_loss</th>\n",
+       "      <th>6p_loss</th>\n",
+       "      <th>...</th>\n",
+       "      <th>consensus_focal_CN_CDKN2</th>\n",
+       "      <th>RELA_expr_zscore</th>\n",
+       "      <th>L1CAM_expr_zscore</th>\n",
+       "      <th>ARL4D_expr_zscore</th>\n",
+       "      <th>CLDN1_expr_zscore</th>\n",
+       "      <th>CXorf67_expr_zscore</th>\n",
+       "      <th>TKTL1_expr_zscore</th>\n",
+       "      <th>GPBP1_expr_zscore</th>\n",
+       "      <th>IFT46_expr_zscore</th>\n",
+       "      <th>subgroup</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
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+       "  </tbody>\n",
+       "</table>\n",
+       "<p>0 rows × 34 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: [Kids_First_Participant_ID, sample_id, Kids_First_Biospecimen_ID_DNA, Kids_First_Biospecimen_ID_RNA, disease_group, 1q_loss, 1q_gain, 9p_loss, 9q_loss, 6p_loss, 6q_loss, 11q_loss, 11q_gain, NFKB_pathway_GSEAscore, C11orf95--RELA, LTBP3--RELA, PTEN--TAS2R1, C11orf95--YAP1, YAP1--MAMLD1, YAP1--FAM118B, C11orf95--MAML2, breaks_density-chromosomal_instability_CNV, breaks_density-chromosomal_instability_SV, GISTIC_focal_CN_CDKN2A, consensus_focal_CN_CDKN2, RELA_expr_zscore, L1CAM_expr_zscore, ARL4D_expr_zscore, CLDN1_expr_zscore, CXorf67_expr_zscore, TKTL1_expr_zscore, GPBP1_expr_zscore, IFT46_expr_zscore, subgroup]\n",
+       "Index: []\n",
+       "\n",
+       "[0 rows x 34 columns]"
+      ]
      },
-     "metadata": {}
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -313,9 +795,11 @@
    },
    "outputs": [
     {
-     "output_type": "stream",
      "name": "stdout",
-     "text": "31\n"
+     "output_type": "stream",
+     "text": [
+      "31\n"
+     ]
     }
    ],
    "source": [
@@ -343,9 +827,11 @@
    },
    "outputs": [
     {
-     "output_type": "stream",
      "name": "stdout",
-     "text": "31\n"
+     "output_type": "stream",
+     "text": [
+      "31\n"
+     ]
     }
    ],
    "source": [
@@ -377,20 +863,442 @@
    "metadata": {},
    "outputs": [
     {
-     "output_type": "display_data",
      "data": {
-      "text/plain": "  Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n0               PT_S4H6KA09  7316-2134                   BS_K6A9Z04J   \n1               PT_164RNWTT  7316-1078                   BS_5D24XV4T   \n2               PT_V3Q78E6F   7316-455                   BS_7RQCH5Y7   \n3               PT_Y6Y9JJ9P   7316-425                           NaN   \n4               PT_82A9SDRN  7316-2313                   BS_NWYBD9CA   \n\n  Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n0                   BS_07ANYSYQ  supratentorial      0.0      0.0      0.0   \n1                   BS_0BXY0F9N  infratentorial      0.0      0.0      0.0   \n2                   BS_0QYS36NR    undetermined      0.0      0.0      0.0   \n3                   BS_0WQJP6ZG  supratentorial      NaN      NaN      NaN   \n4                   BS_0XEG6SNV  supratentorial      0.0      0.0      0.0   \n\n   9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n0      0.0      0.0  ...                      loss          0.667614   \n1      0.0      0.0  ...                         0         -0.669468   \n2      0.0      0.0  ...                         0         -0.441425   \n3      NaN      NaN  ...                       NaN         -0.145624   \n4      0.0      0.0  ...                         0          1.302490   \n\n   L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n0           0.487470           0.166855          -0.216807   \n1          -0.536139           0.943212          -0.253911   \n2          -0.547948           0.146395          -0.259969   \n3          -0.303262           0.893197          -0.223623   \n4           3.919198          -0.209387          -0.186519   \n\n   CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n0            -0.733550          -0.379140           0.230703   \n1             0.606873          -0.184479          -1.135558   \n2             0.249427           0.453800          -1.603039   \n3            -0.759494          -0.379140           0.622200   \n4            -0.171437          -0.375096          -0.408285   \n\n   IFT46_expr_zscore     subgroup  \n0          -0.798158  ST_EPN_RELA  \n1          -0.004348               \n2          -0.851185               \n3          -1.025133  ST_EPN_RELA  \n4          -0.195971  ST_EPN_RELA  \n\n[5 rows x 34 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Kids_First_Participant_ID</th>\n      <th>sample_id</th>\n      <th>Kids_First_Biospecimen_ID_DNA</th>\n      <th>Kids_First_Biospecimen_ID_RNA</th>\n      <th>disease_group</th>\n      <th>1q_loss</th>\n      <th>1q_gain</th>\n      <th>9p_loss</th>\n      <th>9q_loss</th>\n      <th>6p_loss</th>\n      <th>...</th>\n      <th>consensus_focal_CN_CDKN2</th>\n      <th>RELA_expr_zscore</th>\n      <th>L1CAM_expr_zscore</th>\n      <th>ARL4D_expr_zscore</th>\n      <th>CLDN1_expr_zscore</th>\n      <th>CXorf67_expr_zscore</th>\n      <th>TKTL1_expr_zscore</th>\n      <th>GPBP1_expr_zscore</th>\n      <th>IFT46_expr_zscore</th>\n      <th>subgroup</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>PT_S4H6KA09</td>\n      <td>7316-2134</td>\n      <td>BS_K6A9Z04J</td>\n      <td>BS_07ANYSYQ</td>\n      <td>supratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>loss</td>\n      <td>0.667614</td>\n      <td>0.487470</td>\n      <td>0.166855</td>\n      <td>-0.216807</td>\n      <td>-0.733550</td>\n      <td>-0.379140</td>\n      <td>0.230703</td>\n      <td>-0.798158</td>\n      <td>ST_EPN_RELA</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>PT_164RNWTT</td>\n      <td>7316-1078</td>\n      <td>BS_5D24XV4T</td>\n      <td>BS_0BXY0F9N</td>\n      <td>infratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>-0.669468</td>\n      <td>-0.536139</td>\n      <td>0.943212</td>\n      <td>-0.253911</td>\n      <td>0.606873</td>\n      <td>-0.184479</td>\n      <td>-1.135558</td>\n      <td>-0.004348</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>PT_V3Q78E6F</td>\n      <td>7316-455</td>\n      <td>BS_7RQCH5Y7</td>\n      <td>BS_0QYS36NR</td>\n      <td>undetermined</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>-0.441425</td>\n      <td>-0.547948</td>\n      <td>0.146395</td>\n      <td>-0.259969</td>\n      <td>0.249427</td>\n      <td>0.453800</td>\n      <td>-1.603039</td>\n      <td>-0.851185</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>PT_Y6Y9JJ9P</td>\n      <td>7316-425</td>\n      <td>NaN</td>\n      <td>BS_0WQJP6ZG</td>\n      <td>supratentorial</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>NaN</td>\n      <td>-0.145624</td>\n      <td>-0.303262</td>\n      <td>0.893197</td>\n      <td>-0.223623</td>\n      <td>-0.759494</td>\n      <td>-0.379140</td>\n      <td>0.622200</td>\n      <td>-1.025133</td>\n      <td>ST_EPN_RELA</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>PT_82A9SDRN</td>\n      <td>7316-2313</td>\n      <td>BS_NWYBD9CA</td>\n      <td>BS_0XEG6SNV</td>\n      <td>supratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>0</td>\n      <td>1.302490</td>\n      <td>3.919198</td>\n      <td>-0.209387</td>\n      <td>-0.186519</td>\n      <td>-0.171437</td>\n      <td>-0.375096</td>\n      <td>-0.408285</td>\n      <td>-0.195971</td>\n      <td>ST_EPN_RELA</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 34 columns</p>\n</div>"
+      "text/html": [
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Kids_First_Participant_ID</th>\n",
+       "      <th>sample_id</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_DNA</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_RNA</th>\n",
+       "      <th>disease_group</th>\n",
+       "      <th>1q_loss</th>\n",
+       "      <th>1q_gain</th>\n",
+       "      <th>9p_loss</th>\n",
+       "      <th>9q_loss</th>\n",
+       "      <th>6p_loss</th>\n",
+       "      <th>...</th>\n",
+       "      <th>consensus_focal_CN_CDKN2</th>\n",
+       "      <th>RELA_expr_zscore</th>\n",
+       "      <th>L1CAM_expr_zscore</th>\n",
+       "      <th>ARL4D_expr_zscore</th>\n",
+       "      <th>CLDN1_expr_zscore</th>\n",
+       "      <th>CXorf67_expr_zscore</th>\n",
+       "      <th>TKTL1_expr_zscore</th>\n",
+       "      <th>GPBP1_expr_zscore</th>\n",
+       "      <th>IFT46_expr_zscore</th>\n",
+       "      <th>subgroup</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>PT_S4H6KA09</td>\n",
+       "      <td>7316-2134</td>\n",
+       "      <td>BS_K6A9Z04J</td>\n",
+       "      <td>BS_07ANYSYQ</td>\n",
+       "      <td>supratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>loss</td>\n",
+       "      <td>0.667614</td>\n",
+       "      <td>0.487470</td>\n",
+       "      <td>0.166855</td>\n",
+       "      <td>-0.216807</td>\n",
+       "      <td>-0.733550</td>\n",
+       "      <td>-0.379140</td>\n",
+       "      <td>0.230703</td>\n",
+       "      <td>-0.798158</td>\n",
+       "      <td>ST_EPN_RELA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>PT_164RNWTT</td>\n",
+       "      <td>7316-1078</td>\n",
+       "      <td>BS_5D24XV4T</td>\n",
+       "      <td>BS_0BXY0F9N</td>\n",
+       "      <td>infratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-0.669468</td>\n",
+       "      <td>-0.536139</td>\n",
+       "      <td>0.943212</td>\n",
+       "      <td>-0.253911</td>\n",
+       "      <td>0.606873</td>\n",
+       "      <td>-0.184479</td>\n",
+       "      <td>-1.135558</td>\n",
+       "      <td>-0.004348</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>PT_V3Q78E6F</td>\n",
+       "      <td>7316-455</td>\n",
+       "      <td>BS_7RQCH5Y7</td>\n",
+       "      <td>BS_0QYS36NR</td>\n",
+       "      <td>undetermined</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-0.441425</td>\n",
+       "      <td>-0.547948</td>\n",
+       "      <td>0.146395</td>\n",
+       "      <td>-0.259969</td>\n",
+       "      <td>0.249427</td>\n",
+       "      <td>0.453800</td>\n",
+       "      <td>-1.603039</td>\n",
+       "      <td>-0.851185</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>PT_Y6Y9JJ9P</td>\n",
+       "      <td>7316-425</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>BS_0WQJP6ZG</td>\n",
+       "      <td>supratentorial</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-0.145624</td>\n",
+       "      <td>-0.303262</td>\n",
+       "      <td>0.893197</td>\n",
+       "      <td>-0.223623</td>\n",
+       "      <td>-0.759494</td>\n",
+       "      <td>-0.379140</td>\n",
+       "      <td>0.622200</td>\n",
+       "      <td>-1.025133</td>\n",
+       "      <td>ST_EPN_RELA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>PT_82A9SDRN</td>\n",
+       "      <td>7316-2313</td>\n",
+       "      <td>BS_NWYBD9CA</td>\n",
+       "      <td>BS_0XEG6SNV</td>\n",
+       "      <td>supratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1.302490</td>\n",
+       "      <td>3.919198</td>\n",
+       "      <td>-0.209387</td>\n",
+       "      <td>-0.186519</td>\n",
+       "      <td>-0.171437</td>\n",
+       "      <td>-0.375096</td>\n",
+       "      <td>-0.408285</td>\n",
+       "      <td>-0.195971</td>\n",
+       "      <td>ST_EPN_RELA</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 34 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n",
+       "0               PT_S4H6KA09  7316-2134                   BS_K6A9Z04J   \n",
+       "1               PT_164RNWTT  7316-1078                   BS_5D24XV4T   \n",
+       "2               PT_V3Q78E6F   7316-455                   BS_7RQCH5Y7   \n",
+       "3               PT_Y6Y9JJ9P   7316-425                           NaN   \n",
+       "4               PT_82A9SDRN  7316-2313                   BS_NWYBD9CA   \n",
+       "\n",
+       "  Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n",
+       "0                   BS_07ANYSYQ  supratentorial      0.0      0.0      0.0   \n",
+       "1                   BS_0BXY0F9N  infratentorial      0.0      0.0      0.0   \n",
+       "2                   BS_0QYS36NR    undetermined      0.0      0.0      0.0   \n",
+       "3                   BS_0WQJP6ZG  supratentorial      NaN      NaN      NaN   \n",
+       "4                   BS_0XEG6SNV  supratentorial      0.0      0.0      0.0   \n",
+       "\n",
+       "   9q_loss  6p_loss  ...  consensus_focal_CN_CDKN2  RELA_expr_zscore  \\\n",
+       "0      0.0      0.0  ...                      loss          0.667614   \n",
+       "1      0.0      0.0  ...                         0         -0.669468   \n",
+       "2      0.0      0.0  ...                         0         -0.441425   \n",
+       "3      NaN      NaN  ...                       NaN         -0.145624   \n",
+       "4      0.0      0.0  ...                         0          1.302490   \n",
+       "\n",
+       "   L1CAM_expr_zscore  ARL4D_expr_zscore  CLDN1_expr_zscore  \\\n",
+       "0           0.487470           0.166855          -0.216807   \n",
+       "1          -0.536139           0.943212          -0.253911   \n",
+       "2          -0.547948           0.146395          -0.259969   \n",
+       "3          -0.303262           0.893197          -0.223623   \n",
+       "4           3.919198          -0.209387          -0.186519   \n",
+       "\n",
+       "   CXorf67_expr_zscore  TKTL1_expr_zscore  GPBP1_expr_zscore  \\\n",
+       "0            -0.733550          -0.379140           0.230703   \n",
+       "1             0.606873          -0.184479          -1.135558   \n",
+       "2             0.249427           0.453800          -1.603039   \n",
+       "3            -0.759494          -0.379140           0.622200   \n",
+       "4            -0.171437          -0.375096          -0.408285   \n",
+       "\n",
+       "   IFT46_expr_zscore     subgroup  \n",
+       "0          -0.798158  ST_EPN_RELA  \n",
+       "1          -0.004348               \n",
+       "2          -0.851185               \n",
+       "3          -1.025133  ST_EPN_RELA  \n",
+       "4          -0.195971  ST_EPN_RELA  \n",
+       "\n",
+       "[5 rows x 34 columns]"
+      ]
      },
-     "metadata": {}
+     "metadata": {},
+     "output_type": "display_data"
     },
     {
-     "output_type": "display_data",
      "data": {
-      "text/plain": "   Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n13               PT_06H29FCG  7316-1944                   BS_0W8AWY10   \n40               PT_0CVRX4SJ   7316-764                           NaN   \n68               PT_0NY38X3W  7316-1706                   BS_HQFNQHVW   \n47               PT_0WKX8Q5X    7316-88                   BS_QSMFVHSB   \n1                PT_164RNWTT  7316-1078                   BS_5D24XV4T   \n\n   Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n13                   BS_4T0HPZDC  infratentorial      0.0      0.0      0.0   \n40                   BS_H4NXBD2D  supratentorial      NaN      NaN      NaN   \n68                   BS_S0175QKX  infratentorial      0.0      0.0      0.0   \n47                   BS_KXMYBQ6N  infratentorial      0.0      0.0      0.0   \n1                    BS_0BXY0F9N  infratentorial      0.0      0.0      0.0   \n\n    9q_loss  6p_loss  ...  L1CAM_expr_zscore  ARL4D_expr_zscore  \\\n13      0.0      0.0  ...          -0.535366           0.008856   \n40      NaN      NaN  ...           1.968995          -0.301459   \n68      0.0      0.0  ...          -0.543534          -0.367387   \n47      0.0      0.0  ...          -0.547728          -0.067302   \n1       0.0      0.0  ...          -0.536139           0.943212   \n\n    CLDN1_expr_zscore  CXorf67_expr_zscore  TKTL1_expr_zscore  \\\n13           0.005816             0.566516          -0.243975   \n40          -0.253911            -0.719137          -0.379140   \n68          -0.261484             0.082234          -0.172349   \n47          -0.062334            -0.716254          -0.373364   \n1           -0.253911             0.606873          -0.184479   \n\n    GPBP1_expr_zscore  IFT46_expr_zscore     subgroup  SV instability  \\\n13          -1.339629          -0.858416                     0.021127   \n40           1.128759          -0.145354  ST_EPN_RELA             NaN   \n68           0.428261          -0.297608                     0.267606   \n47          -1.137729          -0.712188                    -0.204225   \n1           -1.135558          -0.004348                    -0.556338   \n\n    CNV_instability  \n13        -0.296296  \n40              NaN  \n68         0.222222  \n47        -0.296296  \n1          0.148148  \n\n[5 rows x 36 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Kids_First_Participant_ID</th>\n      <th>sample_id</th>\n      <th>Kids_First_Biospecimen_ID_DNA</th>\n      <th>Kids_First_Biospecimen_ID_RNA</th>\n      <th>disease_group</th>\n      <th>1q_loss</th>\n      <th>1q_gain</th>\n      <th>9p_loss</th>\n      <th>9q_loss</th>\n      <th>6p_loss</th>\n      <th>...</th>\n      <th>L1CAM_expr_zscore</th>\n      <th>ARL4D_expr_zscore</th>\n      <th>CLDN1_expr_zscore</th>\n      <th>CXorf67_expr_zscore</th>\n      <th>TKTL1_expr_zscore</th>\n      <th>GPBP1_expr_zscore</th>\n      <th>IFT46_expr_zscore</th>\n      <th>subgroup</th>\n      <th>SV instability</th>\n      <th>CNV_instability</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>13</th>\n      <td>PT_06H29FCG</td>\n      <td>7316-1944</td>\n      <td>BS_0W8AWY10</td>\n      <td>BS_4T0HPZDC</td>\n      <td>infratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>-0.535366</td>\n      <td>0.008856</td>\n      <td>0.005816</td>\n      <td>0.566516</td>\n      <td>-0.243975</td>\n      <td>-1.339629</td>\n      <td>-0.858416</td>\n      <td></td>\n      <td>0.021127</td>\n      <td>-0.296296</td>\n    </tr>\n    <tr>\n      <th>40</th>\n      <td>PT_0CVRX4SJ</td>\n      <td>7316-764</td>\n      <td>NaN</td>\n      <td>BS_H4NXBD2D</td>\n      <td>supratentorial</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>1.968995</td>\n      <td>-0.301459</td>\n      <td>-0.253911</td>\n      <td>-0.719137</td>\n      <td>-0.379140</td>\n      <td>1.128759</td>\n      <td>-0.145354</td>\n      <td>ST_EPN_RELA</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>68</th>\n      <td>PT_0NY38X3W</td>\n      <td>7316-1706</td>\n      <td>BS_HQFNQHVW</td>\n      <td>BS_S0175QKX</td>\n      <td>infratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>-0.543534</td>\n      <td>-0.367387</td>\n      <td>-0.261484</td>\n      <td>0.082234</td>\n      <td>-0.172349</td>\n      <td>0.428261</td>\n      <td>-0.297608</td>\n      <td></td>\n      <td>0.267606</td>\n      <td>0.222222</td>\n    </tr>\n    <tr>\n      <th>47</th>\n      <td>PT_0WKX8Q5X</td>\n      <td>7316-88</td>\n      <td>BS_QSMFVHSB</td>\n      <td>BS_KXMYBQ6N</td>\n      <td>infratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>-0.547728</td>\n      <td>-0.067302</td>\n      <td>-0.062334</td>\n      <td>-0.716254</td>\n      <td>-0.373364</td>\n      <td>-1.137729</td>\n      <td>-0.712188</td>\n      <td></td>\n      <td>-0.204225</td>\n      <td>-0.296296</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>PT_164RNWTT</td>\n      <td>7316-1078</td>\n      <td>BS_5D24XV4T</td>\n      <td>BS_0BXY0F9N</td>\n      <td>infratentorial</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>-0.536139</td>\n      <td>0.943212</td>\n      <td>-0.253911</td>\n      <td>0.606873</td>\n      <td>-0.184479</td>\n      <td>-1.135558</td>\n      <td>-0.004348</td>\n      <td></td>\n      <td>-0.556338</td>\n      <td>0.148148</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 36 columns</p>\n</div>"
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Kids_First_Participant_ID</th>\n",
+       "      <th>sample_id</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_DNA</th>\n",
+       "      <th>Kids_First_Biospecimen_ID_RNA</th>\n",
+       "      <th>disease_group</th>\n",
+       "      <th>1q_loss</th>\n",
+       "      <th>1q_gain</th>\n",
+       "      <th>9p_loss</th>\n",
+       "      <th>9q_loss</th>\n",
+       "      <th>6p_loss</th>\n",
+       "      <th>...</th>\n",
+       "      <th>L1CAM_expr_zscore</th>\n",
+       "      <th>ARL4D_expr_zscore</th>\n",
+       "      <th>CLDN1_expr_zscore</th>\n",
+       "      <th>CXorf67_expr_zscore</th>\n",
+       "      <th>TKTL1_expr_zscore</th>\n",
+       "      <th>GPBP1_expr_zscore</th>\n",
+       "      <th>IFT46_expr_zscore</th>\n",
+       "      <th>subgroup</th>\n",
+       "      <th>SV instability</th>\n",
+       "      <th>CNV_instability</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>PT_06H29FCG</td>\n",
+       "      <td>7316-1944</td>\n",
+       "      <td>BS_0W8AWY10</td>\n",
+       "      <td>BS_4T0HPZDC</td>\n",
+       "      <td>infratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-0.535366</td>\n",
+       "      <td>0.008856</td>\n",
+       "      <td>0.005816</td>\n",
+       "      <td>0.566516</td>\n",
+       "      <td>-0.243975</td>\n",
+       "      <td>-1.339629</td>\n",
+       "      <td>-0.858416</td>\n",
+       "      <td></td>\n",
+       "      <td>0.021127</td>\n",
+       "      <td>-0.296296</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>PT_0CVRX4SJ</td>\n",
+       "      <td>7316-764</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>BS_H4NXBD2D</td>\n",
+       "      <td>supratentorial</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.968995</td>\n",
+       "      <td>-0.301459</td>\n",
+       "      <td>-0.253911</td>\n",
+       "      <td>-0.719137</td>\n",
+       "      <td>-0.379140</td>\n",
+       "      <td>1.128759</td>\n",
+       "      <td>-0.145354</td>\n",
+       "      <td>ST_EPN_RELA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>PT_0NY38X3W</td>\n",
+       "      <td>7316-1706</td>\n",
+       "      <td>BS_HQFNQHVW</td>\n",
+       "      <td>BS_S0175QKX</td>\n",
+       "      <td>infratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-0.543534</td>\n",
+       "      <td>-0.367387</td>\n",
+       "      <td>-0.261484</td>\n",
+       "      <td>0.082234</td>\n",
+       "      <td>-0.172349</td>\n",
+       "      <td>0.428261</td>\n",
+       "      <td>-0.297608</td>\n",
+       "      <td></td>\n",
+       "      <td>0.267606</td>\n",
+       "      <td>0.222222</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>PT_0WKX8Q5X</td>\n",
+       "      <td>7316-88</td>\n",
+       "      <td>BS_QSMFVHSB</td>\n",
+       "      <td>BS_KXMYBQ6N</td>\n",
+       "      <td>infratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-0.547728</td>\n",
+       "      <td>-0.067302</td>\n",
+       "      <td>-0.062334</td>\n",
+       "      <td>-0.716254</td>\n",
+       "      <td>-0.373364</td>\n",
+       "      <td>-1.137729</td>\n",
+       "      <td>-0.712188</td>\n",
+       "      <td></td>\n",
+       "      <td>-0.204225</td>\n",
+       "      <td>-0.296296</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>PT_164RNWTT</td>\n",
+       "      <td>7316-1078</td>\n",
+       "      <td>BS_5D24XV4T</td>\n",
+       "      <td>BS_0BXY0F9N</td>\n",
+       "      <td>infratentorial</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-0.536139</td>\n",
+       "      <td>0.943212</td>\n",
+       "      <td>-0.253911</td>\n",
+       "      <td>0.606873</td>\n",
+       "      <td>-0.184479</td>\n",
+       "      <td>-1.135558</td>\n",
+       "      <td>-0.004348</td>\n",
+       "      <td></td>\n",
+       "      <td>-0.556338</td>\n",
+       "      <td>0.148148</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 36 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Kids_First_Participant_ID  sample_id Kids_First_Biospecimen_ID_DNA  \\\n",
+       "13               PT_06H29FCG  7316-1944                   BS_0W8AWY10   \n",
+       "40               PT_0CVRX4SJ   7316-764                           NaN   \n",
+       "68               PT_0NY38X3W  7316-1706                   BS_HQFNQHVW   \n",
+       "47               PT_0WKX8Q5X    7316-88                   BS_QSMFVHSB   \n",
+       "1                PT_164RNWTT  7316-1078                   BS_5D24XV4T   \n",
+       "\n",
+       "   Kids_First_Biospecimen_ID_RNA   disease_group  1q_loss  1q_gain  9p_loss  \\\n",
+       "13                   BS_4T0HPZDC  infratentorial      0.0      0.0      0.0   \n",
+       "40                   BS_H4NXBD2D  supratentorial      NaN      NaN      NaN   \n",
+       "68                   BS_S0175QKX  infratentorial      0.0      0.0      0.0   \n",
+       "47                   BS_KXMYBQ6N  infratentorial      0.0      0.0      0.0   \n",
+       "1                    BS_0BXY0F9N  infratentorial      0.0      0.0      0.0   \n",
+       "\n",
+       "    9q_loss  6p_loss  ...  L1CAM_expr_zscore  ARL4D_expr_zscore  \\\n",
+       "13      0.0      0.0  ...          -0.535366           0.008856   \n",
+       "40      NaN      NaN  ...           1.968995          -0.301459   \n",
+       "68      0.0      0.0  ...          -0.543534          -0.367387   \n",
+       "47      0.0      0.0  ...          -0.547728          -0.067302   \n",
+       "1       0.0      0.0  ...          -0.536139           0.943212   \n",
+       "\n",
+       "    CLDN1_expr_zscore  CXorf67_expr_zscore  TKTL1_expr_zscore  \\\n",
+       "13           0.005816             0.566516          -0.243975   \n",
+       "40          -0.253911            -0.719137          -0.379140   \n",
+       "68          -0.261484             0.082234          -0.172349   \n",
+       "47          -0.062334            -0.716254          -0.373364   \n",
+       "1           -0.253911             0.606873          -0.184479   \n",
+       "\n",
+       "    GPBP1_expr_zscore  IFT46_expr_zscore     subgroup  SV instability  \\\n",
+       "13          -1.339629          -0.858416                     0.021127   \n",
+       "40           1.128759          -0.145354  ST_EPN_RELA             NaN   \n",
+       "68           0.428261          -0.297608                     0.267606   \n",
+       "47          -1.137729          -0.712188                    -0.204225   \n",
+       "1           -1.135558          -0.004348                    -0.556338   \n",
+       "\n",
+       "    CNV_instability  \n",
+       "13        -0.296296  \n",
+       "40              NaN  \n",
+       "68         0.222222  \n",
+       "47        -0.296296  \n",
+       "1          0.148148  \n",
+       "\n",
+       "[5 rows x 36 columns]"
+      ]
      },
-     "metadata": {}
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -418,6 +1326,9 @@
    },
    "outputs": [],
    "source": [
+    "# Replacing all Nan values with NA so they are not empty when writing to a file\n",
+    "EPN_final = EPN_final.replace(np.nan, 'NA', regex=True)\n",
+    "\n",
     "with open(outfile, \"w\") as out:\n",
     "    EPN_final.to_csv(out, sep=\"\\t\", header=True, index=False)"
    ]
@@ -437,9 +1348,16 @@
    },
    "outputs": [
     {
-     "output_type": "stream",
      "name": "stdout",
-     "text": "There are a total of 91 samples out of which 56 samples were not assigned any subgroup\nNumber of samples under each subgroup\nST_EPN_RELA : 29\nST_EPN_YAP1 : 4 \nPT_EPN_A : 2\nPT_EPN_B : 0\n"
+     "output_type": "stream",
+     "text": [
+      "There are a total of 91 samples out of which 56 samples were not assigned any subgroup\n",
+      "Number of samples under each subgroup\n",
+      "ST_EPN_RELA : 29\n",
+      "ST_EPN_YAP1 : 4 \n",
+      "PT_EPN_A : 2\n",
+      "PT_EPN_B : 0\n"
+     ]
     }
    ],
    "source": [
@@ -485,9 +1403,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10-final"
+   "version": "3.7.1"
   }
  },
  "nbformat": 4,
  "nbformat_minor": 2
-}
\ No newline at end of file
+}
diff --git a/analyses/molecular-subtyping-EPN/results/EPN_all_data.tsv b/analyses/molecular-subtyping-EPN/results/EPN_all_data.tsv
index 1e0e85476e..dcdbb92fde 100644
--- a/analyses/molecular-subtyping-EPN/results/EPN_all_data.tsv
+++ b/analyses/molecular-subtyping-EPN/results/EPN_all_data.tsv
@@ -1,95 +1,98 @@
 Kids_First_Participant_ID	sample_id	Kids_First_Biospecimen_ID_DNA	Kids_First_Biospecimen_ID_RNA	disease_group	1q_loss	1q_gain	9p_loss	9q_loss	6p_loss	6q_loss	11q_loss	11q_gain	NFKB_pathway_GSEAscore	C11orf95--RELA	LTBP3--RELA	PTEN--TAS2R1	C11orf95--YAP1	YAP1--MAMLD1	YAP1--FAM118B	C11orf95--MAML2	breaks_density-chromosomal_instability_CNV	breaks_density-chromosomal_instability_SV	GISTIC_focal_CN_CDKN2A	consensus_focal_CN_CDKN2	RELA_expr_zscore	L1CAM_expr_zscore	ARL4D_expr_zscore	CLDN1_expr_zscore	CXorf67_expr_zscore	TKTL1_expr_zscore	GPBP1_expr_zscore	IFT46_expr_zscore
-PT_06H29FCG	7316-1944	BS_0W8AWY10	BS_4T0HPZDC	infratentorial	0	0	0	0	0	0	0	0	0.6597016850295367	0	0	0	0	0	0	0	0.0	0.1867999216508177	0.0	0	-0.06680218304217146	-0.5243130984113382	0.014816474735959815	0.006465742097255954	0.5939140611299596	-0.2409549905077975	-1.3206918816671518	-0.8496605407208253
-PT_0CVRX4SJ	7316-764	NA	BS_H4NXBD2D	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.36147069369727375	1	0	0	0	0	0	0	NA	NA	NA	NA	0.9860554233052912	2.0093807372693933	-0.30019626318798726	-0.2574183803074601	-0.7024494052527355	-0.3781836677179243	1.065878453141654	-0.12867175881767998
-PT_0NY38X3W	7316-1706	BS_HQFNQHVW	BS_S0175QKX	infratentorial	0	0	0	0	0	0	0	0	0.03270042529344039	0	0	0	0	0	0	0	0.00514802933683356	0.21254006833498554	0.0	loss	-0.4681709611468264	-0.5325759931202702	-0.3671220463366647	-0.2651117949548279	0.10559777782885478	-0.16823552053320046	0.3885990382794658	-0.2826180959113656
-PT_0WKX8Q5X	7316-88	BS_QSMFVHSB	BS_KXMYBQ6N	infratentorial	0	0	0	0	0	0	0	0	0.6631637738342826	0	0	0	0	0	0	0	0.0	0.1632660732538643	0.0	0	-0.48596492914288536	-0.536819101214046	-0.06249434372889167	-0.06277498972905438	-0.6995427607092765	-0.3723191943328761	-1.1254842817223683	-0.7018070665728
-PT_164RNWTT	7316-1078	BS_5D24XV4T	BS_0BXY0F9N	infratentorial	0	0	0	0	0	0	0	0	-0.4991324646653936	0	0	0	0	0	0	0	0.0044125965744287645	0.1264944351336246	0.0	0	-0.6531421284606985	-0.5250947235865074	0.9633163669465261	-0.2574183803074601	0.6346070847383849	-0.1805509146418016	-1.1233852752713491	0.013901234110773063
-PT_1DY2TP9N	7316-1786	BS_376Q9QKG	BS_E4F1D721	infratentorial	0	0	0	0	0	0	0	0	0.5205377640483327	0	0	0	0	0	0	0	0.007354327624047943	0.24931170645522524	2.0	0	-0.5803877593155213	-0.5369307619533559	0.5871473099384427	-0.16355872160957277	-0.6733829598181459	-0.35120709014670276	-0.7889435807422934	-0.33664148069622113
-PT_1MW98VR1	7316-2558	BS_007JTNB8	BS_6H1C1ME9	infratentorial	0	0	0	0	0	0	0	0	0.5164682197837729	0	0	0	0	0	0	0	0.0058834620992383535	0.278729016951417	0.0	0	-0.14242654702542246	-0.5145427837217227	-0.20326926690369587	0.2818899864730237	0.4195153885224222	0.7278560127021569	-0.5972343248825417	-0.2525599720461078
-PT_1Z015H6V	7316-3516	BS_A3EV6FXK	BS_MA2T7ET1	infratentorial	0	0	0	0	0	0	0	0	0.2663458288891521	0	0	0	0	0	0	0	0.015444088010500678	0.1890062199380321	-1.0	0	-0.5555623039661809	-0.5349766990154328	0.03212486692958333	-0.15047991670904748	-0.6501298034704742	-0.3682140629633424	-0.9988442258442113	-0.6555013081857812
-PT_23K3YS1P	7316-189	BS_BBCM52QE	BS_G23JJAZY	supratentorial	0	0	0	0	0	0	0	0	-0.17298578890543645	1	0	0	0	0	0	0	0.006618894861643148	0.2676975255153451	0.0	0	0.8365286922416336	-0.018880761925117624	-0.12595844843884438	-0.26895850227851187	-0.7257025616004071	-0.34006459071511125	1.140043347744332	-0.6506270178292529
-PT_2CJ31SBX	7316-3624	BS_JC2187NA	BS_KDSTG5YY	infratentorial	0	0	0	0	0	0	0	0	-0.4355728452477993	0	0	0	0	0	0	0	0.0022062982872143827	0.13311332999526776	0.0	0	-0.6277426741437432	-0.5375448960195602	-0.16749858970354073	-0.2451089168716716	3.6604240544791598	0.45163931626638903	0.499846380183482	-0.18147657101340334
-PT_2SCVQ2N6	7316-3631	BS_ST3Z2B9B	BS_NGHK9RZP	supratentorial	0	0	0	0	0	0	0	0	0.4154944921001702	1	0	0	0	0	0	0	0.019856684584929445	2.7446350692946915	0.0	0	2.364944443257965	1.845965245289368	-0.002491917457663592	-0.26818916081377503	-0.6791962489050638	-0.1541607844090849	-0.17953204112972526	0.47127214589834576
-PT_3A2Q62RD	7316-2243	NA	BS_RGPSEMHC	infratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.4143418243585336	0	0	0	0	0	0	0	NA	NA	NA	NA	-0.5901457417649733	-0.533636770143714	0.1555913979107641	-0.23049142904167277	1.4513742014503521	-0.1770322306107727	-0.34535355076024044	-0.21031612228952917
-PT_3C6QA9MA	7316-1279	NA	BS_FW5ECXXK	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.04268013606456583	1	0	0	0	0	0	0	NA	NA	NA	NA	0.13467145459062646	-0.34911739843411954	0.5652233464931861	-0.23126077050640953	-0.6908228270788996	-0.3764243257024098	0.5194371070596611	-0.8163528899512154
-PT_3KWSRWZN	7316-2648	BS_5V2XCW17	BS_SDCNP7MW	undetermined	0	0	0	0	0	0	0	0	-0.5342513173974431	0	0	0	0	0	0	0	0.0007354327624047942	0.3081463274476088	0.0	loss	-0.665913605490128	-0.5339159219919888	-0.055570986851442225	-0.2751132339964061	-0.6501298034704742	-0.37407853634839056	2.6660210376352746	2.407177799166172
-PT_3PK66TJY	7316-2609	BS_F5V8CWXT	BS_PRAEF32W	infratentorial	0	0	0	0	0	0	0	0	0.37258295558685495	0	0	0	0	0	0	0	0.0007354327624047942	0.1257590023712198	0.0	0	-0.5538403070633365	-0.5271604472637405	-0.4975119341952948	-0.1258609898374705	0.9485246954319523	-0.24916525324686495	-0.1025684712590222	-0.5527350198356427
-PT_3R0P995B	7316-873	BS_75VHXMZN	BS_RCFQ31XF	infratentorial	0	0	0	0	0	0	0	0	-0.09144914108560276	0	0	0	0	0	0	0	0.0007354327624047942	0.1147275109351479	0.0	0	-0.6905955610975647	-0.536763270844391	-0.5609760389052475	-0.2489556241953555	0.6723934638033515	-0.26734512074051425	0.46136459524813056	-0.14248224816117683
-PT_3R0P995B	7316-892	BS_C9TNGEA0	BS_MKP2Y41Z	infratentorial	0	0	0	0	0	0	0	0	-0.18344442712305972	0	0	0	0	0	0	0	0.0014708655248095884	0.0897227970133849	0.0	loss	-0.5254273581664035	-0.5358141545602569	-0.47212629231131376	-0.2589570632369337	1.45718749053727	-0.29432169831173566	-1.2633190386726276	-0.27083856088308894
-PT_3VCS1PPF	7316-198	BS_B4P1NP87	BS_3X9WMZGJ	infratentorial	0	0	0	0	0	0	0	0	-0.019421410756775087	0	0	0	0	0	0	0	0.006618894861643148	0.21180463557258072	0.0	0	-0.6146841976305062	-0.5355908330816371	-0.5898233592279533	-0.1658667460037831	-0.7053560497961944	-0.37290564167138096	-0.4670959249193527	1.9201549543763847
-PT_3VCS1PPF	7316-490	BS_QMY84KF4	BS_99B1XRZQ	infratentorial	0	0	0	0	0	0	0	0	-0.5490980225076282	0	0	0	0	0	0	0	0.006618894861643148	0.207392038998152	0.0	0	-0.48668242785240395	-0.5249272324775426	-0.6025161801699439	-0.2374155022243038	-0.6268766471228024	-0.25327038461639867	0.6579715328269271	-0.023062134426233415
-PT_46F28BFH	7316-1799	BS_H8E4K1DT	BS_WYERXS4G	supratentorial	0	0	0	0	0	0	0	0	-0.2731285968141041	0	0	0	0	0	0	0	0.012502356960881502	0.1272298678960294	0.0	0	-0.8010903623634154	-0.535758324190602	0.5213754196026734	4.105517066214828	-0.7198892725134892	-0.3805294570719435	0.3347245393699733	1.4774069136583972
-PT_625X34JX	7316-2170	BS_6FYTRKJJ	BS_TBWYAFSM	infratentorial	0	0	0	0	0	0	0	0	-0.1485938918293754	0	0	0	0	0	0	0	0.018385819060119855	0.16105977496664994	0.0	gain	-0.648980635945491	-0.5372657441712855	-0.1444207334453761	-0.21895130707062105	-0.7082626943396534	-0.3752514310254002	0.07654674589461452	-0.41341155381154193
-PT_67R1AF5R	7316-889	BS_4PAE19ZC	BS_PSW27ZTE	undetermined	0	0	0	0	0	0	0	0	-0.1444127401720589	0	0	0	0	0	0	0	0.0	0.08089760386452736	0.0	0	-0.5829707546697881	-0.5348092079064679	-0.04172427309654344	-0.22664472171798883	0.8903918045627733	0.4973822086697647	0.30603811787271146	0.27467576818503725
-PT_6BX46NVR	7316-3893	BS_CFPWSZB5	BS_6MZ7FRZH	undetermined	0	0	0	0	0	0	0	0	-0.2825487428114376	1	0	0	0	0	0	0	0.0007354327624047942	0.24931170645522524	0.0	0	2.5797635568878077	3.3103400109689303	-0.37866097446574704	-0.2743438925316693	-0.667569670731228	-0.3553122215162365	-0.004614836878127057	0.5131098047918804
-PT_7E3V3JFX	7316-506	BS_G16NM5WJ	BS_J8VX4D17	infratentorial	0	0	0	0	0	0	0	0	0.5437072147231825	0	0	0	0	0	0	0	0.0014708655248095884	0.153705447342602	0.0	0	-0.31792673137365013	-0.5188417221851535	0.03443265255539974	-0.19664040459325438	-0.603623490775131	-0.2515110426008842	-1.3171935375821202	-0.47637113758336597
-PT_7H67Q7VS	7316-2966	NA	BS_EMYET8F4	undetermined	NA	NA	NA	NA	NA	NA	NA	NA	-0.5110969265160007	0	0	0	0	0	0	0	NA	NA	NA	NA	-0.503471897655137	-0.5262671613492612	-0.4305861510466174	-0.2451089168716716	1.3322017751685347	-0.2386092011537783	-0.1900270733848213	-0.31958146444837193
-PT_80NVYCBS	7316-765	NA	BS_KSKZ9J7J	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.2978423080313793	0	0	0	0	0	0	0	NA	NA	NA	NA	-0.8230458228746818	-0.5337484308830239	-0.45597179293059853	-0.013537135985900383	-0.7169826279700302	0.001834207633195933	1.3009671756558019	-0.6238184208683472
-PT_82A9SDRN	7316-2313	BS_NWYBD9CA	BS_0XEG6SNV	supratentorial	0	0	0	0	0	0	0	0	0.1108113738291054	1	0	0	0	0	0	0	0.011031491436071914	0.14929285076817322	0.0	0	1.3347597961312876	3.9824260008751633	-0.20673094534242054	-0.18894698994588655	-0.15018694199553356	-0.37407853634839056	-0.4202181141799245	-0.17985180756122726
-PT_8PV84CNE	7316-532	NA	BS_74G5K7JF	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.027139944749499798	0	0	0	0	0	0	0	NA	NA	NA	NA	-0.7900408822368302	0.7589479481075815	-0.51366643357601	-0.1543266240327314	-0.7111693388831123	-0.37290564167138096	0.736334440331643	-0.5941664878661334
-PT_8RB7TPS2	7316-3	BS_ZS1QRMXS	BS_3F4FQJMR	supratentorial	0	0	0	0	0	0	0	0	-0.5056505489573377	0	0	0	0	0	0	0	0.01397322248569109	0.1654723715410787	0.0	0	-0.8503107738363852	-0.534641716797503	-0.5794383239117793	-0.2535716729837762	-0.7053560497961944	-0.37759722037941945	1.3198582337149742	3.1817837749911284
-PT_8RB7TPS2	7316-322	BS_8SETK1J4	BS_HC44ZA0V	supratentorial	0	0	0	0	0	0	0	0	-0.2550822761097125	0	0	0	0	0	0	0	0.014708655248095885	0.22651329082067664	0.0	0	-0.6228636829190173	-0.5329109753381998	-0.5194358976405513	-0.17971489236904517	-0.66175638164431	-0.37290564167138096	1.4402012702400744	4.883317300282552
-PT_8SDJXNFR	7316-3755	BS_6Z4WHYDG	BS_TZ5D0A7R	supratentorial	0	0	0	0	0	0	0	0	-0.4590091840714526	0	0	0	0	0	0	0	0.0	0.22798415634548624	0.0	0	-0.6270251754342245	4.00157581766681	-0.45366400730478207	-0.2235673558590417	-0.6762896043616049	-0.3787701150564291	-0.01790854440124861	-0.8244767072120958
-PT_99S5BPE3	7316-292	BS_83MSWR59	BS_MT15SGJN	supratentorial	0	0	0	0	0	0	0	0	-0.09730653411691652	1	0	0	0	0	0	0	0.022798415634548617	0.2375447822567485	0.0	loss	0.24774925121074368	0.19299549091540005	-0.4455867576144244	-0.2781905998553532	-0.7431424288611609	-0.3805294570719435	0.03456661687423085	-0.7367394807945863
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+PT_NPETR8RY	7316-160	BS_W5P7SPDH	BS_4FZS7TX4	undetermined	0	0	0	0	0	0	0	0	-0.2397727816494747	0	0	0	0	0	0	0	0.007354327624047943	0.11105034712312392	0.0	loss	-0.5505010535131496	-0.5310691820618993	-0.4352180406690303	-0.2620271270704633	0.36705412029423556	-0.31612118917092386	-0.3146822036626658	-0.03833955726829535
+PT_NPETR8RY	7316-1784	BS_FSM39DXA	BS_53M8PP88	undetermined	0	1	0	0	0	0	0	0	-0.5426936754395421	0	0	0	0	0	0	0	0.0029417310496191768	0.1147275109351479	0.0	0	-0.5605303313749878	-0.5152189858254225	-0.39504463731770756	-0.2643231562304086	2.0779154506157362	-0.1947041396251699	-0.2314806053804041	0.04503266045542792
+PT_NYBH025T	7316-3069	BS_6NPSZJ4C	BS_67Z63A2K	infratentorial	0	0	0	0	0	0	0	0	-0.5369166081529941	0	0	0	0	0	0	0	0.0	0.25004713921763005	0.0	0	-0.6235715065065414	-0.5252296360800394	-0.5603294968202925	-0.260496440963833	0.3264574107611831	-0.2297282885325989	-0.22645981927716416	1.0098839568309461
+PT_PKP1250P	7316-2556	BS_ZBWQG7VR	BS_G63HYD6N	supratentorial	1	0	0	0	0	0	0	0	-0.3312914252730406	1	0	0	0	0	0	0	0.011031491436071914	0.20371487518612802	0.0	loss	1.7601012904563191	1.70564377316136	-0.20221230123135844	-0.2719765867635597	-0.6652622078319582	-0.3838345437252866	0.4133317813071242	-0.677391653315671
+PT_QWR0EECG	7316-1480	NA	BS_J70GK8SM	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.1862184471710454	0	0	0	0	0	0	1	NA	NA	NA	NA	-0.77028551408543	0.17457043144132603	-0.4271833599987658	-0.06303793320853476	-0.7580546867646497	-0.3774134497589246	0.14507835236259067	-1.0723978887445742
+PT_QZN7FZER	7316-2757	BS_VK46N40F	BS_7BTZQKYY	undetermined	0	0	0	0	0	0	0	0	-0.38331276445574897	0	0	0	0	0	0	0	0.0007354327624047942	0.14782198524336362	0.0	0	-0.6748640989999418	-0.5315140998509935	-0.44554834438794183	-0.260496440963833	1.5298598719195269	-0.26825485233077084	1.1277179182824053	2.7319654442797
+PT_R6WWH1QX	7316-423	BS_1AZ8YJSH	BS_W80TJC27	supratentorial	0	0	1	1	0	0	0	0	0.02595403525535206	1	0	0	0	0	0	0	0.030888176021001364	0.20371487518612802	0.0	loss	0.5412574794469391	1.4673346823778388	-0.380123087501502	-0.267384528443669	-0.74935539186471	-0.3814996004647913	1.4727176490907492	-0.07435959308097201
+PT_RM5S859Q	7316-111	BS_R7YMKNJN	BS_QXKRN6CR	supratentorial	0	0	1	1	1	1	0	0	-0.42483643409073396	1	0	0	0	0	0	0	0.009560625911262324	0.2772581514266074	0.0	loss	1.2023301659400953	-0.35538227009337087	-0.40881837560958967	-0.2735072728701899	-0.7029591523983642	-0.3844182795404104	2.2746089152939266	0.4950807483621295
+PT_S4H6KA09	7316-2134	BS_K6A9Z04J	BS_07ANYSYQ	supratentorial	0	0	0	0	0	0	1	0	-0.17249035546409924	1	0	0	0	0	0	0	0.018385819060119855	0.25960776512889233	0.0	loss	0.6846761528712239	0.5029197597927637	0.17312206722242818	-0.21687188692487178	-0.7232575071648903	-0.3803321288345437	0.22827995064485213	-0.7919272728099123
+PT_S8E3281G	7316-2138	BS_55N7KFHW	BS_TNRHHYNC	infratentorial	0	0	0	0	0	0	0	0	-0.395613104045526	0	0	0	0	0	0	0	0.01029605867366712	0.13458419552007733	0.0	gain	-0.8169932938419902	-0.541635979552884	1.7261110596321325	1.1860019298017241	-0.7232575071648903	-0.36924114834719113	-1.2298997847675446	1.4247214479319972
+PT_T4VKB29K	7316-2125	BS_MFTAVQ5C	BS_8ZP3CBQA	infratentorial	0	0	0	0	1	1	0	0	0.1986155309298165	0	0	0	0	0	0	0	0.0022062982872143827	0.11399207817274312	0.0	0	-0.5377495430888126	-0.5259526274873173	-0.0024930959990683388	-0.22375997440470777	1.094895126922535	1.740963823325407	-0.2573017910542094	0.2955540331301117
+PT_TS0H697Y	7316-394	NA	BS_AGTPCRR4	infratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.5228196438030464	0	0	0	0	0	0	0	NA	NA	NA	NA	-0.20621027205605083	-0.5377985636219474	0.02849781515766639	-0.22988271883122863	0.9615059384567909	0.11817825728119596	-0.2766676803095637	0.13609454874590257
+PT_V0X73HEQ	7316-2182	BS_GMQZNQH8	BS_34201DKZ	infratentorial	0	0	0	0	0	0	0	0	-0.047572499693679854	0	0	0	0	0	0	0	0.0029417310496191768	0.14193852314412528	0.0	0	-0.6119661992664145	-0.536519424978302	-0.5545904391986749	-0.2658538423370388	0.19596798726208553	-0.23731685412920853	-0.5083410962162059	0.344120373551698
+PT_V3Q78E6F	7316-455	BS_7RQCH5Y7	BS_0QYS36NR	undetermined	0	0	0	0	0	0	0	0	0.7045060451321614	0	0	0	0	0	0	0	0.0029417310496191768	0.05589288994276436	0.0	0	-0.4315824731513552	-0.5405792998037855	0.152461459784605	-0.260496440963833	0.26556234646160415	0.46141491657400036	-1.5892446187280023	-0.8453502472736575
+PT_VBVZ2NAR	7316-2156	BS_9ZFXXJPK	BS_N5DVEJXT	infratentorial	0	0	0	0	0	0	0	0	-0.4236349900125531	1	0	0	0	0	0	0	0.008089760386452736	1.5620591873477832	0.0	0	1.9785962724463633	0.8028499643658167	0.13753990996839943	-0.2574350687505726	-0.6536631479653717	-0.27234100303663755	-0.7443180430684828	-0.2840042959008203
+PT_VE0Q731Y	7316-1641	BS_BBHFKBE7	BS_N8J1DP02	infratentorial	0	0	0	0	0	0	0	0	-0.3094672380043829	0	0	0	0	0	0	0	0.0	0.12943616618324374	0.0	0	-0.5102406666677711	-0.541635979552884	-0.6131288269391738	-0.274272615923505	-0.6855605625984844	-0.37624597812867694	-0.4746301038087379	-0.899582660744429
+PT_VR8T8JX8	7316-762	NA	BS_FTKPQ5FZ	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.427802249013898	1	0	0	0	0	0	0	NA	NA	NA	NA	1.1874295245453645	-0.1808076525975777	-0.4581742711555004	-0.26508849928372363	-0.7174579772315971	-0.36690620508669586	1.1886846066788903	-0.7777620901869496
+PT_W17NV5YG	7316-2079	BS_FVPMPMRJ	BS_V4W81SFC	undetermined	0	0	0	0	0	0	0	0	0.511241768664656	0	0	0	0	1	0	0	0.008089760386452736	0.1662078043034835	0.0	0	-0.3947606958586068	-0.5389664728183194	7.762451866049453	6.333699306399152	-0.7522551568313565	-0.3844182795404104	-0.7156278367642545	-0.5021481082944463
+PT_W17NV5YG	7316-2106	BS_B4DY7ET3	BS_TCGEZJ5F	supratentorial	0	0	0	0	0	0	0	0	-0.5039664344947731	0	0	0	0	0	0	0	0.0	0.10443145226148078	0.0	0	-0.6692763584769178	0.025856660436626763	0.23280826648725048	-0.2758033020301352	-0.4187821856669962	-0.37566224231355316	-1.3188394243106518	-1.0270693043510934
+PT_WKNKNYHH	7316-1107	BS_5ZRZC3ZM	BS_WFD0GE5X	infratentorial	0	0	0	0	0	0	0	0	-0.02386390363651128	0	0	0	0	0	0	0	0.0	0.1301715989456486	0.0	0	-0.6066650095394429	-0.5400231525674178	0.9651120190056477	-0.23447477715111928	1.3906711535204896	-0.1806944800621983	-0.07727074649517778	0.44610968843702975
+PT_XHYBZKCX	7316-2972	BS_0XR7GYAV	BS_Q5WZYWCT	infratentorial	0	0	0	0	0	0	0	0	0.29282278901425823	0	0	0	0	0	0	0	0.0007354327624047942	0.22283612700865266	0.0	0	-0.7125455286808479	-0.5417472090001575	0.04227155344954838	0.04028337898900506	-0.6101666734656727	-0.37507850649842933	-0.4882579518032464	1.5785148592670215
+PT_Y4FN0XN1	7316-1252	NA	BS_4NWHYH53	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.012382444721055708	1	0	0	0	0	0	0	NA	NA	NA	NA	0.616047237216646	0.040205259134911124	-0.568364177490557	-0.2574350687505726	-0.7435558619314168	-0.3867532228009057	2.0802327675827805	0.12233408562645322
+PT_Y6Y9JJ9P	7316-425	NA	BS_0WQJP6ZG	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.4727550246458188	1	0	0	0	0	0	0	NA	NA	NA	NA	-0.13385619605279028	-0.2939836151983866	0.9065736312651489	-0.22375997440470777	-0.74935539186471	-0.3803321288345437	0.6163149909095385	-1.020593792294882
+PT_YXZPWFVB	7316-966	BS_R8ZKDFWH	BS_P78SMRBS	infratentorial	0	0	0	0	0	0	0	0	0.3430407885530409	0	0	0	0	0	0	0	0.0	0.04191966745707327	0.0	0	-0.5172611611710577	-0.5423589709601618	2.4584148121505294	0.8301174100101981	-0.7406560969647701	-0.3202073398767905	-0.9164592808938518	1.2086012330559375
+PT_ZA95JQEB	7316-384	BS_ZZJF26C4	BS_8RHPJ740	undetermined	0	1	0	0	0	0	0	1	0.5942722770700567	0	0	0	0	0	0	0	0.013237789723286295	0.20003771137410406	0.0	gain	0.3793562796772672	-0.5400231525674178	-0.11383081385844844	-0.23677080631106462	0.4134503597605814	5.553926167714179	-1.0362408922140043	-0.0897389342144745
+PT_ZD45GXZ0	7316-2109	BS_J33YVP27	BS_NH7K4CD9	infratentorial	0	0	0	0	0	0	0	0	0.06456182656197049	0	0	0	0	0	0	0	0.0022062982872143827	0.09045822977578967	0.0	0	-0.46496564089147335	-0.503428664414429	-0.29174160012859196	-0.23600546325774951	1.0484988874561896	-0.3447242441119908	0.14436109720498486	-0.1399241526501138
+PT_ZWY04DCR	7316-2666	BS_6T87HSPX	BS_C05FKR8X	supratentorial	0	0	0	0	0	0	0	0	-0.03172786439785874	1	0	0	0	0	0	0	0.012502356960881502	0.45376201440375796	-1.0	loss	1.278122851495986	1.1100656977352852	-0.12186549452871302	-0.2428935507375855	-0.673961502731898	-0.2974416430869617	-1.2413758672892359	-0.9695991348522162
+PT_ZZRBX5JT	7316-2661	BS_JE1DF581	BS_HZ707C55	undetermined	0	0	0	0	0	0	0	0	-0.032347663873431604	0	0	0	0	0	0	0	0.011031491436071914	0.04118423469466848	0.0	0	-0.4451936359638498	-0.5364081955310285	2.941643463890726	-0.0905902831278787	2.037318741082684	0.8338383666229955	-0.29459905924970625	1.9055282181057036
+PT_ZZRBX5JT	7316-3319	BS_9N3B3HZB	BS_YE1MAQYJ	infratentorial	0	1	0	0	0	0	0	0	-0.07884783586514857	0	0	0	0	0	0	0	0.009560625911262324	0.14561568695614927	0.0	0	-0.637755770911141	-0.5394670053310503	-0.14826515958815362	-0.21151448555166602	2.5447776102458413	3.8797718499390723	-0.32042024492351157	0.8977766543577839
+PT_ZZRBX5JT	7316-496	BS_AGD2ATY1	BS_PJPGVD62	undetermined	0	0	0	0	0	0	0	0	0.6395392705568795	0	0	0	0	0	0	0	0.0	0.14267395590653004	0.0	0	0.09638736857540693	-0.5372424163855798	-0.06791835288550824	-0.15487909960634788	0.8310165149576936	5.246881128959052	-1.4077790638537593	-0.7830234437326214
+PT_ZZWYKZZ8	7316-2758	BS_2E81A3FT	BS_7B89YR6K	infratentorial	0	0	0	0	0	0	0	0	-0.396480478038256	0	0	0	0	0	0	0	0.0	0.22357155977105744	0.0	0	-0.6315949287960119	-0.2933162385147455	-0.4271833599987658	-0.2589657548572028	-0.517374194532981	-0.3844182795404104	0.025296741042437926	-0.7344571033110351
diff --git a/analyses/molecular-subtyping-EPN/results/EPN_all_data_withsubgroup.tsv b/analyses/molecular-subtyping-EPN/results/EPN_all_data_withsubgroup.tsv
index 928fc8b7a5..cf8b3938fb 100644
--- a/analyses/molecular-subtyping-EPN/results/EPN_all_data_withsubgroup.tsv
+++ b/analyses/molecular-subtyping-EPN/results/EPN_all_data_withsubgroup.tsv
@@ -1,95 +1,98 @@
 Kids_First_Participant_ID	sample_id	Kids_First_Biospecimen_ID_DNA	Kids_First_Biospecimen_ID_RNA	disease_group	1q_loss	1q_gain	9p_loss	9q_loss	6p_loss	6q_loss	11q_loss	11q_gain	NFKB_pathway_GSEAscore	C11orf95--RELA	LTBP3--RELA	PTEN--TAS2R1	C11orf95--YAP1	YAP1--MAMLD1	YAP1--FAM118B	C11orf95--MAML2	breaks_density-chromosomal_instability_CNV	breaks_density-chromosomal_instability_SV	GISTIC_focal_CN_CDKN2A	consensus_focal_CN_CDKN2	RELA_expr_zscore	L1CAM_expr_zscore	ARL4D_expr_zscore	CLDN1_expr_zscore	CXorf67_expr_zscore	TKTL1_expr_zscore	GPBP1_expr_zscore	IFT46_expr_zscore	subgroup	SV instability	CNV_instability
-PT_06H29FCG	7316-1944	BS_0W8AWY10	BS_4T0HPZDC	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6597016850295367	0	0	0	0	0	0	0	0.0	0.1867999216508177	0.0	0	-0.06680218304217146	-0.5243130984113382	0.014816474735959815	0.006465742097255954	0.5939140611299596	-0.2409549905077975	-1.3206918816671518	-0.8496605407208253		0.02238805970149256	-0.30769230769230765
-PT_0CVRX4SJ	7316-764		BS_H4NXBD2D	supratentorial									-0.36147069369727375	1	0	0	0	0	0	0					0.9860554233052912	2.0093807372693933	-0.3001962631879873	-0.2574183803074601	-0.7024494052527355	-0.3781836677179243	1.065878453141654	-0.12867175881767998	ST_EPN_RELA		
-PT_0NY38X3W	7316-1706	BS_HQFNQHVW	BS_S0175QKX	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.03270042529344039	0	0	0	0	0	0	0	0.00514802933683356	0.21254006833498554	0.0	loss	-0.4681709611468264	-0.5325759931202702	-0.3671220463366647	-0.2651117949548279	0.10559777782885478	-0.16823552053320046	0.3885990382794658	-0.2826180959113656		0.2835820895522389	0.23076923076923084
-PT_0WKX8Q5X	7316-88	BS_QSMFVHSB	BS_KXMYBQ6N	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6631637738342826	0	0	0	0	0	0	0	0.0	0.1632660732538643	0.0	0	-0.4859649291428854	-0.5368191012140461	-0.06249434372889168	-0.06277498972905438	-0.6995427607092765	-0.3723191943328761	-1.1254842817223685	-0.7018070665728		-0.21641791044776096	-0.30769230769230765
-PT_164RNWTT	7316-1078	BS_5D24XV4T	BS_0BXY0F9N	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4991324646653936	0	0	0	0	0	0	0	0.0044125965744287645	0.1264944351336246	0.0	0	-0.6531421284606985	-0.5250947235865074	0.963316366946526	-0.2574183803074601	0.6346070847383849	-0.1805509146418016	-1.1233852752713491	0.013901234110773064		-0.5895522388059695	0.15384615384615377
-PT_1DY2TP9N	7316-1786	BS_376Q9QKG	BS_E4F1D721	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5205377640483327	0	0	0	0	0	0	0	0.0073543276240479434	0.24931170645522524	2.0	0	-0.5803877593155213	-0.5369307619533559	0.5871473099384427	-0.16355872160957274	-0.6733829598181459	-0.3512070901467028	-0.7889435807422934	-0.33664148069622113		0.6567164179104475	0.4615384615384616
-PT_1MW98VR1	7316-2558	BS_007JTNB8	BS_6H1C1ME9	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5164682197837729	0	0	0	0	0	0	0	0.0058834620992383535	0.278729016951417	0.0	0	-0.14242654702542246	-0.5145427837217227	-0.20326926690369587	0.2818899864730237	0.4195153885224222	0.7278560127021569	-0.5972343248825417	-0.2525599720461078		0.9552238805970144	0.30769230769230765
-PT_1Z015H6V	7316-3516	BS_A3EV6FXK	BS_MA2T7ET1	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2663458288891521	0	0	0	0	0	0	0	0.015444088010500678	0.1890062199380321	-1.0	0	-0.5555623039661809	-0.5349766990154328	0.03212486692958333	-0.15047991670904748	-0.6501298034704742	-0.3682140629633424	-0.9988442258442112	-0.6555013081857812		0.04477611940298512	1.3076923076923077
-PT_23K3YS1P	7316-189	BS_BBCM52QE	BS_G23JJAZY	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.17298578890543645	1	0	0	0	0	0	0	0.006618894861643148	0.2676975255153451	0.0	0	0.8365286922416336	-0.018880761925117624	-0.12595844843884438	-0.2689585022785119	-0.7257025616004071	-0.34006459071511125	1.1400433477443321	-0.6506270178292529	ST_EPN_RELA	0.8432835820895518	0.3846153846153846
-PT_2CJ31SBX	7316-3624	BS_JC2187NA	BS_KDSTG5YY	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4355728452477993	0	0	0	0	0	0	0	0.0022062982872143827	0.13311332999526776	0.0	0	-0.6277426741437432	-0.5375448960195602	-0.16749858970354073	-0.2451089168716716	3.66042405447916	0.451639316266389	0.49984638018348204	-0.18147657101340334		-0.5223880597014918	-0.0769230769230769
-PT_2SCVQ2N6	7316-3631	BS_ST3Z2B9B	BS_NGHK9RZP	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4154944921001702	1	0	0	0	0	0	0	0.019856684584929445	2.7446350692946915	0.0	0	2.364944443257965	1.845965245289368	-0.002491917457663592	-0.26818916081377503	-0.6791962489050638	-0.1541607844090849	-0.17953204112972526	0.4712721458983458	ST_EPN_RELA	25.97761194029848	1.7692307692307692
-PT_3A2Q62RD	7316-2243		BS_RGPSEMHC	infratentorial									0.4143418243585336	0	0	0	0	0	0	0					-0.5901457417649733	-0.533636770143714	0.1555913979107641	-0.2304914290416728	1.451374201450352	-0.1770322306107727	-0.34535355076024044	-0.2103161222895292			
-PT_3C6QA9MA	7316-1279		BS_FW5ECXXK	supratentorial									-0.04268013606456583	1	0	0	0	0	0	0					0.13467145459062646	-0.34911739843411954	0.5652233464931861	-0.23126077050640956	-0.6908228270788996	-0.3764243257024098	0.5194371070596611	-0.8163528899512154	ST_EPN_RELA		
-PT_3KWSRWZN	7316-2648	BS_5V2XCW17	BS_SDCNP7MW	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5342513173974431	0	0	0	0	0	0	0	0.0007354327624047942	0.3081463274476088	0.0	loss	-0.6659136054901279	-0.5339159219919888	-0.05557098685144223	-0.2751132339964061	-0.6501298034704742	-0.37407853634839056	2.666021037635274	2.407177799166172		1.2537313432835815	-0.23076923076923075
-PT_3PK66TJY	7316-2609	BS_F5V8CWXT	BS_PRAEF32W	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.37258295558685495	0	0	0	0	0	0	0	0.0007354327624047942	0.1257590023712198	0.0	0	-0.5538403070633365	-0.5271604472637405	-0.4975119341952948	-0.1258609898374705	0.9485246954319524	-0.2491652532468649	-0.1025684712590222	-0.5527350198356427		-0.5970149253731336	-0.23076923076923075
-PT_3R0P995B	7316-873	BS_75VHXMZN	BS_RCFQ31XF	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.09144914108560276	0	0	0	0	0	0	0	0.0007354327624047942	0.1147275109351479	0.0	0	-0.6905955610975647	-0.536763270844391	-0.5609760389052475	-0.2489556241953555	0.6723934638033515	-0.26734512074051425	0.4613645952481306	-0.14248224816117686		-0.7089552238805963	-0.23076923076923075
-PT_3R0P995B	7316-892	BS_C9TNGEA0	BS_MKP2Y41Z	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.18344442712305967	0	0	0	0	0	0	0	0.0014708655248095884	0.0897227970133849	0.0	loss	-0.5254273581664035	-0.5358141545602569	-0.4721262923113138	-0.2589570632369337	1.45718749053727	-0.2943216983117357	-1.2633190386726276	-0.2708385608830889		-0.9626865671641781	-0.15384615384615383
-PT_3VCS1PPF	7316-198	BS_B4P1NP87	BS_3X9WMZGJ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.019421410756775087	0	0	0	0	0	0	0	0.006618894861643148	0.21180463557258072	0.0	0	-0.6146841976305062	-0.5355908330816371	-0.5898233592279533	-0.1658667460037831	-0.7053560497961944	-0.37290564167138096	-0.4670959249193527	1.9201549543763847		0.27611940298507454	0.3846153846153846
-PT_3VCS1PPF	7316-490	BS_QMY84KF4	BS_99B1XRZQ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5490980225076282	0	0	0	0	0	0	0	0.006618894861643148	0.20739203899815198	0.0	0	-0.486682427852404	-0.5249272324775426	-0.6025161801699439	-0.2374155022243038	-0.6268766471228024	-0.2532703846163987	0.6579715328269271	-0.02306213442623341		0.2313432835820897	0.3846153846153846
-PT_46F28BFH	7316-1799	BS_H8E4K1DT	BS_WYERXS4G	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2731285968141041	0	0	0	0	0	0	0	0.012502356960881502	0.1272298678960294	0.0	0	-0.8010903623634154	-0.5357583241906021	0.5213754196026734	4.105517066214828	-0.7198892725134892	-0.3805294570719435	0.3347245393699733	1.4774069136583972	ST_EPN_YAP1	-0.5820895522388052	1.0
-PT_625X34JX	7316-2170	BS_6FYTRKJJ	BS_TBWYAFSM	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.1485938918293754	0	0	0	0	0	0	0	0.018385819060119855	0.16105977496664994	0.0	gain	-0.6489806359454909	-0.5372657441712855	-0.1444207334453761	-0.21895130707062105	-0.7082626943396534	-0.3752514310254002	0.07654674589461452	-0.4134115538115419		-0.23880597014925323	1.6153846153846152
-PT_67R1AF5R	7316-889	BS_4PAE19ZC	BS_PSW27ZTE	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.1444127401720589	0	0	0	0	0	0	0	0.0	0.08089760386452736	0.0	0	-0.5829707546697881	-0.5348092079064679	-0.04172427309654344	-0.22664472171798886	0.8903918045627733	0.4973822086697647	0.30603811787271146	0.27467576818503725		-1.0522388059701482	-0.30769230769230765
-PT_6BX46NVR	7316-3893	BS_CFPWSZB5	BS_6MZ7FRZH	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2825487428114376	1	0	0	0	0	0	0	0.0007354327624047942	0.24931170645522524	0.0	0	2.579763556887808	3.3103400109689303	-0.37866097446574704	-0.2743438925316693	-0.667569670731228	-0.3553122215162365	-0.004614836878127057	0.5131098047918804	ST_EPN_RELA	0.6567164179104475	-0.23076923076923075
-PT_7E3V3JFX	7316-506	BS_G16NM5WJ	BS_J8VX4D17	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5437072147231825	0	0	0	0	0	0	0	0.0014708655248095884	0.153705447342602	0.0	0	-0.3179267313736501	-0.5188417221851535	0.034432652555399734	-0.1966404045932544	-0.603623490775131	-0.2515110426008842	-1.3171935375821202	-0.476371137583366		-0.313432835820895	-0.15384615384615383
-PT_7H67Q7VS	7316-2966		BS_EMYET8F4	undetermined									-0.5110969265160007	0	0	0	0	0	0	0					-0.503471897655137	-0.5262671613492612	-0.4305861510466174	-0.2451089168716716	1.3322017751685349	-0.2386092011537783	-0.1900270733848213	-0.31958146444837193			
-PT_80NVYCBS	7316-765		BS_KSKZ9J7J	supratentorial									-0.2978423080313793	0	0	0	0	0	0	0					-0.8230458228746818	-0.5337484308830239	-0.4559717929305985	-0.013537135985900384	-0.7169826279700302	0.0018342076331959328	1.300967175655802	-0.6238184208683472			
-PT_82A9SDRN	7316-2313	BS_NWYBD9CA	BS_0XEG6SNV	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1108113738291054	1	0	0	0	0	0	0	0.011031491436071914	0.14929285076817322	0.0	0	1.3347597961312876	3.9824260008751633	-0.20673094534242054	-0.18894698994588652	-0.15018694199553356	-0.37407853634839056	-0.4202181141799245	-0.17985180756122726	ST_EPN_RELA	-0.35820895522388013	0.8461538461538461
-PT_8PV84CNE	7316-532		BS_74G5K7JF	supratentorial									-0.0271399447494998	0	0	0	0	0	0	0					-0.7900408822368302	0.7589479481075815	-0.51366643357601	-0.1543266240327314	-0.7111693388831123	-0.37290564167138096	0.736334440331643	-0.5941664878661334			
-PT_8RB7TPS2	7316-3	BS_ZS1QRMXS	BS_3F4FQJMR	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5056505489573377	0	0	0	0	0	0	0	0.01397322248569109	0.1654723715410787	0.0	0	-0.8503107738363852	-0.534641716797503	-0.5794383239117793	-0.2535716729837762	-0.7053560497961944	-0.37759722037941945	1.3198582337149742	3.1817837749911284		-0.19402985074626838	1.1538461538461537
-PT_8RB7TPS2	7316-322	BS_8SETK1J4	BS_HC44ZA0V	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2550822761097125	0	0	0	0	0	0	0	0.014708655248095885	0.22651329082067664	0.0	0	-0.6228636829190173	-0.5329109753381998	-0.5194358976405513	-0.17971489236904514	-0.66175638164431	-0.37290564167138096	1.4402012702400744	4.883317300282552		0.4253731343283584	1.2307692307692308
-PT_8SDJXNFR	7316-3755	BS_6Z4WHYDG	BS_TZ5D0A7R	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4590091840714526	0	0	0	0	0	0	0	0.0	0.22798415634548624	0.0	0	-0.6270251754342245	4.001575817666811	-0.4536640073047821	-0.2235673558590417	-0.6762896043616049	-0.3787701150564291	-0.01790854440124861	-0.8244767072120958	ST_EPN_RELA	0.44029850746268684	-0.30769230769230765
-PT_99S5BPE3	7316-292	BS_83MSWR59	BS_MT15SGJN	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.09730653411691652	1	0	0	0	0	0	0	0.022798415634548614	0.2375447822567485	0.0	loss	0.2477492512107437	0.19299549091540005	-0.4455867576144244	-0.2781905998553532	-0.7431424288611609	-0.3805294570719435	0.03456661687423085	-0.7367394807945863	ST_EPN_RELA	0.5373134328358203	2.076923076923076
-PT_99S5BPE3	7316-365	BS_86QSEFS7	BS_NB42PWZN	supratentorial	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	-0.09416396620194303	1	0	0	0	0	0	0	0.015444088010500678	0.275051853139393	0.0	loss	2.37326742828838	0.7282970751670165	-0.08787998561287272	-0.2558796973779865	-0.5077042208409853	-0.3834616937644676	0.2367709049890784	-0.8179776534033915	ST_EPN_RELA	0.9179104477611932	1.3076923076923077
-PT_99S5BPE3	7316-451	BS_AG6M7TJE	BS_Z7890YNR	supratentorial	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	-0.3830682680950982	1	0	0	0	0	0	0	0.015444088010500678	0.2007731441365088	0.0	loss	2.6136294959770816	0.8021606542205093	-0.2598100147361992	-0.23433813636535664	-0.6094367798620487	-0.3840481411029724	0.6285854425126585	-0.9601444554688005	ST_EPN_RELA	0.16417910447761175	1.3076923076923077
-PT_AZQ230WT	7316-443		BS_XQYHPBFS	undetermined									0.4042551819943164	0	0	0	0	0	0	0					-0.4832384340467151	-0.5319618590540657	-0.2263471231618605	-0.2528023315190394	-0.28389259099464553	0.3202751124413105	-0.13265423039029708	-0.5876674340574289			
-PT_B5K3A4F4	7316-1214		BS_CZ3NA7KV	supratentorial									-0.16301888100161488	1	0	0	0	0	0	0					0.5136542729583038	1.918823877689072	-0.3059657272525285	-0.2466475998011452	-0.7227959170569481	-0.3523799848237124	1.183422814398728	0.2015614128371128	ST_EPN_RELA		
-PT_BNARR0N6	7316-1954	BS_99PPRCW4	BS_196BBNEJ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4777038125894666	0	0	0	0	0	0	0	0.0	0.10957948159831432	0.0	0	-0.3232362218240872	-0.5323526716416503	-0.19403812440042997	-0.2374155022243038	0.8555120700412658	-0.08495999846551673	-1.2017481827760654	-0.4560615944311647		-0.7611940298507457	-0.30769230769230765
-PT_BWN251DF	7316-659	BS_MVC1NCZX	BS_7G42J2SK	supratentorial	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.31324036978931263	1	0	0	0	0	0	0	0.028681877733786974	0.2897605083874889	0.0	0	1.057518294773335	1.4027279405987567	-0.05557098685144223	-0.26665047788430146	-0.731515850687325	-0.3705598523173617	3.129901463310513	-0.1631979821764222	ST_EPN_RELA	1.0671641791044768	2.692307692307692
-PT_C94VR1Y2	7316-2278	BS_HBAKYKQM	BS_M1T1K5WV	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2515555029518106	0	0	0	0	0	0	0	0.0007354327624047942	0.27284555485217865	0.0	0	-0.47606344695153	-0.5266579739368459	-0.3371208332010507	-0.2597264047016705	-0.6646630261877691	-0.3734920890098857	0.7405324532336814	1.3173677136190511		0.895522388059701	-0.23076923076923075
-PT_CYBYN18G	7316-2567	BS_T1SNKF50	BS_KBT7MQ6H	supratentorial	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.3649935063422258	1	0	0	0	0	0	0	0.035300772595430116	0.2676975255153451	0.0	loss	2.340692986876239	2.3765770784899694	-0.33250526194941776	-0.2689585022785119	-0.7489557179480788	-0.3418239327306257	0.4781566468562841	-0.9995449691840708	ST_EPN_RELA	0.8432835820895518	3.3846153846153832
-PT_CYVVA9AB	7316-3299	BS_01DQH017	BS_CXVJK2FY	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2735197509167571	1	0	0	0	0	0	0	0.0007354327624047942	0.1757684302147458	0.0	loss	1.217520506995963	1.15914003779423	-0.2217315519102276	-0.18740830701641298	-0.6559430925573921	-0.3435832747461402	0.7615225177438728	-0.4601235030616048	ST_EPN_RELA	-0.08955223880596996	-0.23076923076923075
-PT_D3AN5M5W	7316-47	BS_XBE002WV	BS_4SCWT0FX	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2737957509934822	0	0	0	0	0	0	0	0.0007354327624047942	0.18165189231398413	0.0	loss	-0.6640481088453798	-0.4976261817162743	0.7371533756165126	-0.14586386792062678	2.521019393443248	2.32006053674273	0.7706182123649563	-0.6035088777161459		-0.029850746268656934	-0.23076923076923075
-PT_DNAJYFZT	7316-4035	BS_EJ1H9PZY	BS_WGK8ZMVA	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2944464821775604	0	0	0	0	0	0	0	0.0073543276240479434	0.3338864741317766	0.0	0	-0.5831142544116917	-0.5035442008996985	-0.4213550085433516	-0.2697278437432486	-0.6995427607092765	-0.3629360369167991	-0.1235585357692138	-0.8313819518838442		1.5149253731343275	0.4615384615384616
-PT_EB89G70N	7316-2858	BS_KB9GJDCS	BS_JHGW42S6	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5215214304545998	0	0	0	0	0	0	0	0.0029417310496191768	0.1272298678960294	0.0	loss	-0.4116320628367677	-0.5353116812333624	0.7429228396810538	-0.17279081918641415	2.9221363404405847	0.5689287839673521	-0.7357687506498075	0.3839411103438803		-0.5820895522388052	0.0
-PT_ECMZCNTF	7316-736	BS_MGBEMNYR	BS_CZ3ER8DY	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.07948321299981559	1	0	0	0	0	0	0	0.0007354327624047942	0.21695266490941428	0.0	0	0.7504288470994124	1.1188305109033594	-0.3948154738464623	-0.2697278437432486	-0.7518623624915377	-0.3717327469943713	1.8844909690391332	0.3039215103242073	ST_EPN_RELA	0.3283582089552238	-0.23076923076923075
-PT_EG7PH32E	7316-2144	BS_2P7MJGM7	BS_SAA624A4	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5865989990519223	0	0	0	0	0	0	0	0.0058834620992383535	0.18459362336360333	0.0	0	-1.0124654821875685	-0.5392198071092086	-0.5805922167246874	-0.21818196560588424	-0.7344224952307841	-0.3858074831184869	-1.9280044148287008	0.0435531671129868		0.0	0.30769230769230765
-PT_F9G665B1	7316-1886		BS_X67GTEM6	undetermined									0.3511395671775559	0	0	0	0	0	0	0					-0.5683337809956105	-0.5328551449685448	-0.4917424701307537	-0.2428008924774613	-0.0368278048006342	-0.2116326235825568	-0.5398614818880177	-0.043371677578434686			
-PT_FHDZNN40	7316-405	BS_R82MYPKB	BS_WRHDP7WF	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6381917264676057	0	0	0	0	0	0	0	0.0	0.21695266490941428	0.0	0	-0.3843671118750643	-0.5309569124002766	-0.1767297322068065	-0.21818196560588424	0.4224220330658811	0.5947324668615639	-0.4237164582649565	-0.40081963705717705		0.3283582089552238	-0.30769230769230765
-PT_GAM3E6M3	7316-872	BS_9E632VPJ	BS_XF0ZX2B3	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5019919341404993	1	0	0	0	0	0	0	0.0036771638120239713	0.18459362336360333	0.0	0	0.12907496465638205	0.4693558207073797	-0.3648142607108482	-0.26049574616640725	-0.7402357843177019	-0.3629360369167991	0.909152638132222	-0.24118662788087505	ST_EPN_RELA	0.0	0.07692307692307694
-PT_GFTCNWQ0	7316-775		BS_EK5PCKY0	supratentorial									-0.5442670480048255	1	0	0	0	0	0	0					0.09779202092137487	0.4377558314826806	-0.5263592545180006	-0.2735745510669325	-0.731515850687325	-0.37290564167138096	0.18149706844557345	0.032992204673842215	ST_EPN_RELA		
-PT_GH27VJBD	7316-2266	BS_H8MAKDRB	BS_VAAHBH60	infratentorial	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	-0.4394490341338661	1	0	0	0	0	0	0	0.022062982872143828	0.1897416527004369	0.0	loss	2.4807487349742527	0.3037071139411568	-0.36250647508503175	-0.2735745510669325	-0.21413312195163056	-0.31367446048239456	1.2282016186871372	-1.052755972242838	ST_EPN_RELA	0.052238805970149495	2.0
-PT_H876VB6R	7316-1806	BS_XMNBSBGN	BS_TXY8QYWA	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.11978570133570784	0	0	0	0	0	0	0	0.0	0.14267395590653004	0.0	0	-0.4940009146894928	-0.5169993199865404	-0.5217436832663677	-0.2697278437432486	0.4602084121308475	-0.18465604601133528	-1.2451276494304615	-0.5474545386160704		-0.4253731343283581	-0.30769230769230765
-PT_JN3EN2HR	7316-2267	BS_MAVSJH2Y	BS_RHD7XPNP	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5205431558461191	0	0	0	0	0	0	0	0.0022062982872143827	0.29858570153634645	0.0	0	-0.4429150065717747	-0.5352558508637074	0.5513766327382874	-0.20971920949377967	1.1548964580175385	0.5272910229335103	-0.6420131291709509	1.5623008040345987		1.156716417910447	-0.0769230769230769
-PT_JP1FDKN9	7316-2959	BS_W74D279Q	BS_T1DVKKJB	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5124479989544091	1	0	0	0	0	0	0	0.0007354327624047942	0.150028283530578	0.0	loss	4.011460481861045	1.5482777142891992	0.15789918353658053	-0.26049574616640725	-0.594903557144754	-0.34592906410015944	-0.7469634517219098	-0.8837805732165235	ST_EPN_RELA	-0.35074626865671604	-0.23076923076923075
-PT_JP1FDKN9	7316-929	BS_FF73TT6D	BS_QSTAVWGE	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.20360887373122266	1	0	0	0	0	0	0	0.0014708655248095884	0.1993022786116992	0.0	loss	-0.331989706080213	-0.5388289945216239	-0.5286670401438172	-0.23126077050640956	-0.6937294716223585	-0.3699734049788569	-0.8722041699660543	0.5541350819593269	ST_EPN_RELA	0.14925373134328326	-0.15384615384615383
-PT_K2YDNZDA	7316-429	BS_62XRDTM6	BS_C80S5N37	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4596533053717711	0	0	0	0	0	0	0	0.0	0.15811804391703074	0.0	0	-0.60707871130961	-0.5314593857271712	0.2629034295112296	-0.2697278437432486	0.6433270183687618	0.004766444325719998	-0.03400092719239568	-0.26190236189612043		-0.26865671641791017	-0.30769230769230765
-PT_KVFS3Z2Q	7316-1955	BS_9JVGXA2W	BS_BJDNWMJH	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.027258363355639026	0	0	0	0	0	0	0	0.0	0.09928342292464724	0.0	0	-0.5014629012684853	-0.5376007263892152	-0.3117351913170696	-0.15817333135641531	-0.603623490775131	-0.3781836677179243	-0.9498674086537638	0.16825376206750267		-0.8656716417910436	-0.30769230769230765
-PT_MKDQZ17N	7316-3292		BS_QP6MSKRE	infratentorial									0.5120402166845833	0	0	0	0	0	0	0					-0.25722634054838417	-0.4857901433494258	0.12559018477515002	5.354158263482624	-0.731515850687325	-0.2726231467870576	-1.450830281630341	-0.32933004516142866	ST_EPN_YAP1		
-PT_MKDQZ17N	7316-3300		BS_1J2WQ08M	infratentorial									0.4677251283970781	0	0	0	0	0	0	0					-0.3850846105845828	-0.4857901433494258	-0.273656728491098	1.0219964755498074	-0.6791962489050638	-0.2820063042031346	-1.1289826258074005	-0.4970868715986112			
-PT_MT27S7S4	7316-1969	BS_9GJHMA3J	BS_VJ2S5DVS	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5340662208832129	0	0	0	0	0	0	0	0.0	0.4596454765029964	0.0	0	-0.3500706735600794	-0.5364841189961163	-0.3751992960270223	-0.27895994132009005	-0.5774636898840002	-0.3013590663737935	0.4837539973923352	0.19140664126101206		2.791044776119401	-0.30769230769230765
-PT_N4PR21ME	7316-330	BS_Y3472DYJ	BS_GV3NZ9QD	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.17403902079804484	0	0	0	0	0	0	0	0.0007354327624047942	0.10369601949907599	0.0	0	-0.5399208320986775	-0.5320176894237206	-0.2771184069298227	-0.2697278437432486	0.7334329992159896	-0.10020762926664192	-0.4202181141799245	-0.7302404269858818		-0.8208955223880589	-0.23076923076923075
-PT_N9KYV4WB	7316-749	BS_9PQPZPGM	BS_T4P3J13C	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.41448832233106003	0	0	0	0	0	0	0	0.0007354327624047942	0.09634169187502804	0.0	loss	-0.6337696633036985	-0.5325201627506151	-0.5367442898341747	-0.26818916081377503	1.6897190540139866	0.3425601113044935	-0.4265151335329821	-0.3549200695332022		-0.8955223880597006	-0.23076923076923075
-PT_NPETR8RY	7316-160	BS_W5P7SPDH	BS_4FZS7TX4	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.24136476354223674	0	0	0	0	0	0	0	0.0073543276240479434	0.11105034712312392	0.0	loss	-0.5423603277110404	-0.5274954294816699	-0.4363556151111586	-0.2651117949548279	0.3759157203705377	-0.31367446048239456	-0.3320598432371189	-0.032404524276245884		-0.7462686567164172	0.4615384615384616
-PT_NPETR8RY	7316-1784	BS_FSM39DXA	BS_53M8PP88	undetermined	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5427893004241078	0	0	0	0	0	0	0	0.0029417310496191768	0.1147275109351479	0.0	0	-0.5524053096442995	-0.5115837741300107	-0.3959693666593705	-0.2674198193490383	2.0908360010113225	-0.19169341407339308	-0.2508982604643773	0.051270793510823184		-0.7089552238805963	0.0
-PT_NYBH025T	7316-3069	BS_6NPSZJ4C	BS_67Z63A2K	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5352366063853089	0	0	0	0	0	0	0	0.0	0.25004713921763005	0.0	0	-0.6155451960819285	-0.5216332406679007	-0.5621299317181558	-0.2635731120253544	0.3352226967621124	-0.226880254383682	-0.2460005787453325	1.0196298110077802		0.6641791044776119	-0.30769230769230765
-PT_PKP1250P	7316-2556	BS_ZBWQG7VR	BS_G63HYD6N	supratentorial	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.33396430791227594	1	0	0	0	0	0	0	0.011031491436071914	0.203714875186128	0.0	loss	1.7718600099699644	1.7178903773009233	-0.2021153740907876	-0.2751132339964061	-0.6588497371008512	-0.3817023517489531	0.37810400602436994	-0.6737798970227623	ST_EPN_RELA	0.19402985074626866	0.8461538461538461
-PT_QWR0EECG	7316-1480		BS_J70GK8SM	supratentorial									0.1852355411594926	0	0	0	0	0	0	1					-0.7624889317913195	0.18088030070027694	-0.42827836542080105	-0.06508301412326474	-0.7518623624915377	-0.3752514310254002	0.11642786846397893	-1.0702221793537312	ST_EPN_YAP1		
-PT_QZN7FZER	7316-2757	BS_VK46N40F	BS_7BTZQKYY	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.3859858856603583	0	0	0	0	0	0	0	0.0007354327624047942	0.14782198524336362	0.0	0	-0.6669181036834538	-0.5279420724389097	-0.44674065042733263	-0.2635731120253544	1.5414801822975797	-0.2655857787249998	1.0749741477627368	2.7479719332601094		-0.3731343283582086	-0.23076923076923075
-PT_R6WWH1QX	7316-423	BS_1AZ8YJSH	BS_W80TJC27	supratentorial	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	0.024623837984453	1	0	0	0	0	0	0	0.030888176021001364	0.203714875186128	0.0	loss	0.5511077055951701	1.4786572433294825	-0.3809687600915635	-0.2704971852079854	-0.7431424288611609	-0.37935656239493387	1.4115148487428117	-0.06855551108716418	ST_EPN_RELA	0.19402985074626866	2.9230769230769234
-PT_RM5S859Q	7316-111	BS_R7YMKNJN	BS_QXKRN6CR	supratentorial	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	-0.4246477045616953	1	0	0	0	0	0	0	0.009560625911262324	0.2772581514266074	0.0	loss	1.2132155147388521	-0.3511272917416976	-0.4098160804142693	-0.27665191692587965	-0.6966361161658176	-0.38228879908745794	2.193744586155959	0.5029550332157798	ST_EPN_RELA	0.9402985074626862	0.6923076923076922
-PT_S4H6KA09	7316-2134	BS_K6A9Z04J	BS_07ANYSYQ	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	-0.17469029067447558	1	0	0	0	0	0	0	0.018385819060119855	0.25960776512889233	0.0	loss	0.694750947240776	0.5105028031430745	0.17520757573020404	-0.2197206485353578	-0.7169826279700302	-0.3781836677179243	0.19758945123672025	-0.7887319112642215	ST_EPN_RELA	0.7611940298507457	1.6153846153846152
-PT_S8E3281G	7316-2138	BS_55N7KFHW	BS_TNRHHYNC	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.3975340579643501	0	0	0	0	0	0	0	0.01029605867366712	0.13458419552007733	0.0	gain	-0.8092698476519263	-0.5381031997161096	1.7364245515950412	1.1904822563271626	-0.7169826279700302	-0.3670411682863328	-1.2248372537372765	1.435975445627906		-0.5074626865671636	0.7692307692307694
-PT_T4VKB29K	7316-2125	BS_MFTAVQ5C	BS_8ZP3CBQA	infratentorial	0.0	0.0	0.0	0.0	1.0	1.0	0.0	0.0	0.19986419717101533	0	0	0	0	0	0	0	0.0022062982872143827	0.11399207817274312	0.0	0	-0.5295888506816108	-0.5223590354734151	-0.001338024644755385	-0.22664472171798886	1.1054835007787358	1.7529659604085737	-0.2760863378766074	0.30270293773507523		-0.7164179104477603	-0.0769230769230769
-PT_TS0H697Y	7316-394		BS_AGTPCRR4	infratentorial									0.5239440171490638	0	0	0	0	0	0	0					-0.1975304479164441	-0.5342509042099185	0.02981708130376692	-0.2327994534358831	0.9717778517796241	0.12264235936518783	-0.2949773959357802	0.14266373769572896			
-PT_V0X73HEQ	7316-2182	BS_GMQZNQH8	BS_34201DKZ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.047210030070373686	0	0	0	0	0	0	0	0.0029417310496191768	0.14193852314412528	0.0	0	-0.6039217169877286	-0.5329668057078547	-0.5563604676536146	-0.2689585022785119	0.2044236923064593	-0.23450406978424454	-0.5209704238288448	0.3514458413003581		-0.4328358208955219	0.0
-PT_V3Q78E6F	7316-455	BS_7RQCH5Y7	BS_0QYS36NR	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7038355517651572	0	0	0	0	0	0	0	0.0029417310496191768	0.05589288994276436	0.0	0	-0.4232555419309676	-0.5370424226926658	0.1544375050978558	-0.2635731120253544	0.2741831613494742	0.4674733944060192	-1.5753713310574788	-0.8423491051860329		-1.3059701492537301	0.0
-PT_VBVZ2NAR	7316-2156	BS_9ZFXXJPK	BS_N5DVEJXT	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4257206944211973	1	0	0	0	0	0	0	0.008089760386452736	1.5620591873477832	0.0	0	1.9906971163731102	0.8115959866921949	0.1394368985300488	-0.26049574616640725	-0.6472231589270153	-0.26969091009453344	-0.7511614646239483	-0.2789623781439694	ST_EPN_RELA	13.977611940298498	0.5384615384615384
-PT_VE0Q731Y	7316-1641	BS_BBHFKBE7	BS_N8J1DP02	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.3108057023935261	0	0	0	0	0	0	0	0.0	0.12943616618324374	0.0	0	-0.5020369002360999	-0.5381031997161096	-0.6152090011119344	-0.27742125839061643	-0.6791962489050638	-0.37407853634839056	-0.4880859894295445	-0.8967786808339323		-0.5597014925373132	-0.30769230769230765
-PT_VR8T8JX8	7316-762		BS_FTKPQ5FZ	supratentorial									-0.4293037859793336	1	0	0	0	0	0	0					1.1982915415808668	-0.17587576139482405	-0.4594334713693232	-0.26818916081377503	-0.7111693388831123	-0.3646953789323135	1.1344459972082803	-0.7745152310576807	ST_EPN_RELA		
-PT_W17NV5YG	7316-2079	BS_FVPMPMRJ	BS_V4W81SFC	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5118982626725779	0	0	0	0	1	0	0	0.008089760386452736	0.1662078043034835	0.0	0	-0.3863761082617161	-0.5354233419726723	7.804746854679428	6.3650729481467545	-0.7460490734046198	-0.38228879908745794	-0.7231747119436924	-0.4978992533246992	ST_EPN_YAP1	-0.18656716417910402	0.5384615384615384
-PT_W17NV5YG	7316-2106	BS_B4DY7ET3	BS_TCGEZJ5F	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5049755941254471	0	0	0	0	0	0	0	0.0	0.10443145226148078	0.0	0	-0.6613216137492094	0.031589892242953034	0.235210002001432	-0.27895994132009005	-0.4117849509068397	-0.3734920890098857	-1.3115961870460688	-1.0247288026928003		-0.8134328358208948	-0.30769230769230765
-PT_WKNKNYHH	7316-1107	BS_5ZRZC3ZM	BS_WFD0GE5X	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.025461987372967933	0	0	0	0	0	0	0	0.0	0.1301715989456486	0.0	0	-0.5986122265372916	-0.5364841189961163	0.9713936166368836	-0.2374155022243038	1.40196124421155	-0.17761867794927752	-0.10046946480800296	0.4538059387874527		-0.5522388059701485	-0.30769230769230765
-PT_XHYBZKCX	7316-2972	BS_0XR7GYAV	BS_Q5WZYWCT	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2903057074109982	0	0	0	0	0	0	0	0.0007354327624047942	0.22283612700865266	0.0	0	-0.7046585358041275	-0.5382148604554196	0.0436637950586656	0.03877808361620081	-0.603623490775131	-0.37290564167138096	-0.501379696952666	1.5903279735846363		0.3880597014925373	-0.23076923076923075
-PT_Y4FN0XN1	7316-1252		BS_4NWHYH53	supratentorial									-0.016619229354725932	1	0	0	0	0	0	0					0.6260145708689026	0.04599412761392894	-0.5702071814085133	-0.26049574616640725	-0.737329139774243	-0.3846345884414773	2.004134336747226	0.12885324835223222	ST_EPN_RELA		
-PT_Y6Y9JJ9P	7316-425		BS_0WQJP6ZG	supratentorial									0.4720857583761353	1	0	0	0	0	0	0					-0.12506307825507448	-0.2894905636426379	0.912545083178564	-0.22664472171798886	-0.7431424288611609	-0.3781836677179243	0.576110281237179	-1.018229748884096	ST_EPN_RELA		
-PT_YXZPWFVB	7316-966	BS_R8ZKDFWH	BS_P78SMRBS	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3422430262156264	0	0	0	0	0	0	0	0.0	0.04191966745707327	0.0	0	-0.5090683875893814	-0.5388289945216239	2.4726081662304926	0.8327384752245593	-0.7344224952307841	-0.3177795918519283	-0.9190819807054824	1.2190695247623966		-1.4477611940298496	-0.30769230769230765
-PT_Z4GS3ZQQ	7316-740	BS_6ZP2KRPW	BS_EVCAC3NH	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.12341817082867318	0	0	0	0	0	0	0	0.0036771638120239713	0.21695266490941428	0.0	0	-0.8372522973231483	-0.5238664554540986	-0.10865005624522088	0.15956469357987546	-0.7431424288611609	-0.3641089315938087	2.3336783495572377	-0.5649207457269635		0.3283582089552238	0.07692307692307694
-PT_ZA95JQEB	7316-384	BS_ZZJF26C4	BS_8RHPJ740	undetermined	0.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	0.5935352068488388	0	0	0	0	0	0	0	0.013237789723286295	0.2000377113741041	0.0	gain	0.3889529972439866	-0.5364841189961163	-0.1132656274968538	-0.2397235266185141	0.4224220330658811	5.5836399755220265	-1.03592667314555	-0.08399076388283724	PT_EPN_A	0.1567164179104485	1.0769230769230769
-PT_ZD45GXZ0	7316-2109	BS_J33YVP27	BS_NH7K4CD9	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.06341737198421751	0	0	0	0	0	0	0	0.0022062982872143827	0.09045822977578967	0.0	0	-0.4566909817945302	-0.4997477357631622	-0.2921190134976297	-0.23895418515377734	1.058977188083393	-0.3424103800691305	0.11572819964697242	-0.13435843090029634		-0.9552238805970141	-0.0769230769230769
-PT_ZWY04DCR	7316-2666	BS_6T87HSPX	BS_C05FKR8X	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.03122072691652258	1	0	0	0	0	0	0	0.012502356960881502	0.453762014403758	-1.0	loss	1.2891268782059102	1.1200029486661134	-0.12134287718721146	-0.2458782583364084	-0.667569670731228	-0.2949081456502405	-1.2360319548093783	-0.9670497001405488	ST_EPN_RELA	2.7313432835820874	1.0
-PT_ZZRBX5JT	7316-2661	BS_JE1DF581	BS_HZ707C55	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.03131308123370577	0	0	0	0	0	0	0	0.011031491436071914	0.04118423469466848	0.0	0	-0.4368880174118193	-0.5328551449685448	2.958397040464858	-0.09277930685378886	2.0501429774028974	0.8416267963720911	-0.31246911636094005	1.918530190924209		-1.4552238805970137	0.8461538461538461
-PT_ZZRBX5JT	7316-3319	BS_9N3B3HZB	BS_YE1MAQYJ	infratentorial	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.08029175093455579	0	0	0	0	0	0	0	0.009560625911262324	0.14561568695614927	0.0	0	-0.6297516705303949	-0.5359258152995668	-0.1478824118841007	-0.21433525828220035	2.5588057725082147	3.901709008690216	-0.33765719377317016	0.9071149419445852	PT_EPN_A	-0.39552238805970086	0.6923076923076922
-PT_ZZRBX5JT	7316-496	BS_AGD2ATY1	BS_PJPGVD62	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6396291028857174	0	0	0	0	0	0	0	0.0	0.14267395590653004	0.0	0	0.1055410069841749	-0.533692600513369	-0.0671099149805246	-0.15740398989167853	0.8409788473239711	5.275168675468493	-1.3983551203548614	-0.779795712277253		-0.4253731343283581	-0.30769230769230765
-PT_ZZWYKZZ8	7316-2758	BS_2E81A3FT	BS_7B89YR6K	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.3950109527576808	0	0	0	0	0	0	0	0.0	0.22357155977105744	0.0	0	-0.6235811816285358	-0.2888205992067785	-0.42827836542080105	-0.2620344290958808	-0.5106108653844442	-0.38228879908745794	-0.0004168239760887896	-0.73105280871197		0.3955223880597014	-0.30769230769230765
+PT_06H29FCG	7316-1944	BS_0W8AWY10	BS_4T0HPZDC	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6598468807143494	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1867999216508177	0.0	0	-0.07568638445412945	-0.5278991428146039	0.013576265341460716	0.008138970749770434	0.5845364927927315	-0.2437379480955705	-1.3281637413595262	-0.8526351983368954		0.03629764065335768	-0.22641509433962267
+PT_0CVRX4SJ	7316-764	NA	BS_H4NXBD2D	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.3605654549063184	1.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	0.975525210864528	1.9960082452688903	-0.2997762807988565	-0.2543736965373121	-0.7087586823316574	-0.3803321288345437	1.1183936012335314	-0.1342580796009287	ST_EPN_RELA	NA	NA
+PT_0NY38X3W	7316-1706	BS_HQFNQHVW	BS_S0175QKX	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.03354789688506174	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.00514802933683356	0.21254006833498554	0.0	loss	-0.4764276727335741	-0.5361301219128446	-0.3663493492096199	-0.2620271270704633	0.09737597839610077	-0.1713547070202172	0.4240906086712097	-0.2876467714324393		0.2903811252268606	0.3018867924528303
+PT_0WKX8Q5X	7316-88	BS_QSMFVHSB	BS_KXMYBQ6N	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6635669312790957	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1632660732538643	0.0	0	-0.4941938220888301	-0.5403568409092384	-0.06332710678821421	-0.060741904048589423	-0.7058589173650107	-0.3744947706833055	-1.1280495523875345	-0.705317299058083		-0.19600725952813042	-0.22641509433962267
+PT_164RNWTT	7316-1078	BS_5D24XV4T	BS_0BXY0F9N	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4976944600375408	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0044125965744287645	0.1264944351336246	0.0	0	-0.6611096607894211	-0.5286777489455187	0.9570773383353832	-0.2543736965373121	0.625133202325784	-0.18361315913781734	-1.125897786914717	0.007798466132211833		-0.5589836660617056	0.2264150943396226
+PT_1DY2TP9N	7316-1786	BS_376Q9QKG	BS_E4F1D721	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5222319662350271	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0073543276240479434	0.24931170645522524	2.0	0	-0.5884690339901081	-0.540468070356512	0.5828907814059201	-0.16100184403286874	-0.6797610326651913	-0.3534802813388481	-0.7830498215791908	-0.3414744653996977		0.6533575317604358	0.528301886792453
+PT_1MW98VR1	7316-2558	BS_007JTNB8	BS_6H1C1ME9	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5165803327901473	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0058834620992383535	0.278729016951417	0.0	0	-0.15119251921396756	-0.5181665661781708	-0.203360112755682	0.2821317838365796	0.4105505947939349	0.720593618488975	-0.5865219083952277	-0.25769752817246105		0.9437386569872958	0.37735849056603776
+PT_1Z015H6V	7316-3516	BS_A3EV6FXK	BS_MA2T7ET1	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2673056276955752	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.015444088010500678	0.1890062199380321	-1.0	0	-0.5636823901315654	-0.5385215550292253	0.030793438206313355	-0.14799101212651192	-0.6565629129320183	-0.3704086199774388	-0.998226368860902	-0.6591792756575761		0.05807622504537223	1.358490566037736
+PT_23K3YS1P	7316-189	BS_BBCM52QE	BS_G23JJAZY	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.17131632022011392	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.006618894861643148	0.2676975255153451	0.0	0	0.8262322461211671	-0.024419049731005345	-0.12645674062600706	-0.2658538423370388	-0.7319568020648303	-0.34238930085149555	1.1944226479397362	-0.6543226416154173	ST_EPN_RELA	0.8348457350272233	0.45283018867924524
+PT_2CJ31SBX	7316-3624	BS_JC2187NA	BS_KDSTG5YY	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4336338679919036	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0022062982872143827	0.13311332999526776	0.0	0	-0.6357499153387733	-0.5410798323165164	-0.16777795550165334	-0.2421282076842704	3.6437885326049066	0.4456540495656572	0.5381341787305164	-0.1868716150576474		-0.4936479128856619	0.0
+PT_2SCVQ2N6	7316-3631	BS_ST3Z2B9B	BS_NGHK9RZP	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4143070897746991	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.019856684584929445	2.7446350692946915	0.0	0	2.3522585104988454	1.8332239491840905	-0.0036409075233918213	-0.26508849928372363	-0.6855605625984844	-0.15734504745724562	-0.1583205793046223	0.4635126270880983	ST_EPN_RELA	25.284936479128845	1.8113207547169814
+PT_3A2Q62RD	7316-2243	NA	BS_RGPSEMHC	infratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.4138726329592659	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.5982117610558937	-0.5371868016619431	0.1536092713089286	-0.2275866896712833	1.439967157953482	-0.18011074424707446	-0.3283100516571743	-0.2156066998070861		NA	NA
+PT_3C6QA9MA	7316-1279	NA	BS_FW5ECXXK	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.041049132459976906	1.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	0.1254722743747374	-0.3533801400424475	0.5610823624437733	-0.2283520327245984	-0.6971596224650709	-0.3785809213891722	0.5582173231434762	-0.8194481990488115	ST_EPN_RELA	NA	NA
+PT_3KWSRWZN	7316-2648	BS_5V2XCW17	BS_SDCNP7MW	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5340901555581072	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.3081463274476088	0.0	loss	-0.6738611712137582	-0.5374648752801269	-0.05644023764227313	-0.2719765867635597	-0.6565629129320183	-0.37624597812867694	2.758756146677777	2.392405780832108		1.234119782214156	-0.15094339622641512
+PT_3PK66TJY	7316-2609	BS_F5V8CWXT	BS_PRAEF32W	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3720409772948252	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.1257590023712198	0.0	0	-0.5619630853552503	-0.5307354937200788	-0.4960520514581761	-0.12350003442042842	0.9383078187236179	-0.25191024950730395	-0.07942251196799496	-0.5567852412687312		-0.566243194192377	-0.15094339622641512
+PT_3R0P995B	7316-873	BS_75VHXMZN	BS_RCFQ31XF	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.08946265887424024	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.1147275109351479	0.0	0	-0.6985045396742746	-0.5403012261856017	-0.559181685295969	-0.2459549229508459	0.6628301468921901	-0.2700060597761422	0.4986851450622029	-0.14801854272037818		-0.6751361161524496	-0.15094339622641512
+PT_3R0P995B	7316-892	BS_C9TNGEA0	BS_MKP2Y41Z	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.18098481828568552	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0014708655248095884	0.0897227970133849	0.0	loss	-0.5335945565460511	-0.5393557758837768	-0.47080019792305894	-0.2559043826439424	1.4457666878867748	-0.29685790727183786	-1.2693488184358583	-0.2759099058305559		-0.9219600725952807	-0.07547169811320756
+PT_3VCS1PPF	7316-198	BS_B4P1NP87	BS_3X9WMZGJ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.01628030168832867	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.006618894861643148	0.21180463557258072	0.0	0	-0.6227118541183838	-0.5391333169892297	-0.5878769734040566	-0.1632978731928141	-0.7116584472983042	-0.3750785064984293	-0.4531124490805667	1.9071470961197563		0.2831215970961889	0.45283018867924524
+PT_3VCS1PPF	7316-490	BS_QMY84KF4	BS_99B1XRZQ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5478070416604724	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.006618894861643148	0.20739203899815198	0.0	0	-0.4949101990789614	-0.5285109047746084	-0.6005029001716152	-0.2344747771511193	-0.6333647931988454	-0.25599640021317066	0.7002338443494059	-0.0290310086874914		0.23956442831216007	0.45283018867924524
+PT_46F28BFH	7316-1799	BS_H8E4K1DT	BS_WYERXS4G	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2721219676465853	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.012502356960881502	0.1272298678960294	0.0	0	-0.8088265961544935	-0.53930016116014	0.5174655245194801	4.0858867588126735	-0.726157272131537	-0.382667072095039	0.3688619615355702	1.466002837290346	ST_EPN_YAP1	-0.5517241379310338	1.0566037735849059
+PT_625X34JX	7316-2170	BS_6FYTRKJJ	BS_TBWYAFSM	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.1461344752376643	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.018385819060119855	0.16105977496664994	0.0	gain	-0.6569546742466595	-0.5408017586983325	-0.14482172501518314	-0.21610654387155667	-0.7145582122649506	-0.3774134497589246	0.1041948083790655	-0.4179664515636965		-0.2177858439201447	1.6603773584905661
+PT_67R1AF5R	7316-889	BS_4PAE19ZC	BS_PSW27ZTE	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.14566918975332688	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.08089760386452736	0.0	0	-0.5910479911545808	-0.538354710858315	-0.04266649935039103	-0.22375997440470774	0.8803125193906859	0.4911854431453149	0.3394545000737366	0.2676283873876993		-1.0090744101633387	-0.22641509433962267
+PT_6BX46NVR	7316-3893	BS_CFPWSZB5	BS_6MZ7FRZH	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.28324243215701883	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.24931170645522524	0.0	0	2.5667417813441538	3.2919425354526983	-0.377827464452855	-0.2712112437102445	-0.673961502731898	-0.3575664320447148	0.02099321009680379	0.50519873594996	ST_EPN_RELA	0.6533575317604358	-0.15094339622641512
+PT_6TMT65YA	7316-1642	BS_BSM3ZHW4	NA	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	NA	NA	NA	NA	0.0	0.11914010750957668	0.0	0	NA	NA	NA	NA	NA	NA	NA	NA		-0.6315789473684204	-0.22641509433962267
+PT_7E3V3JFX	7316-506	BS_G16NM5WJ	BS_J8VX4D17	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5436931173525538	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0014708655248095884	0.153705447342602	0.0	0	-0.3264183310000815	-0.5224488998982013	0.03308906125496032	-0.1939115953254185	-0.6101666734656727	-0.2542451927677992	-1.3245774655714972	-0.4806979746082457		-0.29038112522685977	-0.07547169811320756
+PT_7H67Q7VS	7316-2966	NA	BS_EMYET8F4	undetermined	NA	NA	NA	NA	NA	NA	NA	NA	-0.5083854193485134	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.5116734206480336	-0.5298456581418906	-0.4294789830474127	-0.2421282076842704	1.321076794320971	-0.2414030048350753	-0.16907940666870802	-0.3244762462521424		NA	NA
+PT_80NVYCBS	7316-765	NA	BS_KSKZ9J7J	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.2949785464032312	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.8307477320525111	-0.5372980311092166	-0.4547308365825299	-0.011759948636422431	-0.7232575071648903	-0.0020713206343103007	1.3593913341890478	-0.6276111543835448		NA	NA
+PT_82A9SDRN	7316-2313	BS_NWYBD9CA	BS_0XEG6SNV	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.11057529348200168	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.011031491436071914	0.14929285076817322	0.0	0	1.3236844280683362	3.961432578592029	-0.20680354732865247	-0.1862581647922674	-0.15780333866880114	-0.37624597812867694	-0.4050563535209847	-0.18525273704359455	ST_EPN_RELA	-0.33393829401088887	0.9056603773584907
+PT_8PV84CNE	7316-532	NA	BS_74G5K7JF	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.02739059004026592	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.7977943905064715	0.7504052799763509	-0.5121214127987053	-0.15181772739308744	-0.7174579772315971	-0.3750785064984293	0.7805664220012446	-0.5980666306270797		NA	NA
+PT_8RB7TPS2	7316-3	BS_ZS1QRMXS	BS_3F4FQJMR	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5045602472327474	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.01397322248569109	0.1654723715410787	0.0	0	-0.8579700576775001	-0.5381878666874047	-0.5775466696851451	-0.2505469812707366	-0.7116584472983042	-0.3797483930194199	1.378757223444402	3.1642058740318197		-0.17422867513611587	1.207547169811321
+PT_8RB7TPS2	7316-322	BS_8SETK1J4	BS_HC44ZA0V	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.25423797536352266	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.014708655248095885	0.22651329082067664	0.0	0	-0.6308785518058806	-0.5364638102546652	-0.5178604704203228	-0.17707404815248606	-0.6681619727986048	-0.3750785064984293	1.5021251105525832	4.8595758742487005		0.42831215970961933	1.2830188679245285
+PT_8SDJXNFR	7316-3755	BS_6Z4WHYDG	BS_TZ5D0A7R	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4582146390567517	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.22798415634548624	0.0	0	-0.6350335383486421	3.9805084287994377	-0.4524352135338829	-0.22069860219144727	-0.6826607976318381	-0.3809158646496675	0.0073653621022953175	-0.8275425891190756	ST_EPN_RELA	0.4428312159709625	-0.22641509433962267
+PT_99S5BPE3	7316-292	BS_83MSWR59	BS_MT15SGJN	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.09807625158157236	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.022798415634548614	0.2375447822567485	0.0	loss	0.2383732880194289	0.18663882647050312	-0.4444005328636183	-0.2750379589768201	-0.74935539186471	-0.382667072095039	0.06115949892272314	-0.7401231763602202	ST_EPN_RELA	0.5372050816696913	2.113207547169811
+PT_99S5BPE3	7316-365	BS_86QSEFS7	BS_NB42PWZN	supratentorial	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	-0.09389646605086736	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.015444088010500678	0.275051853139393	0.0	loss	2.3605684835843683	0.7198727966997691	-0.08857896032333132	-0.2528430104306819	-0.5144744295663344	-0.38558575117065796	0.2684462394707717	-0.8210670770628643	ST_EPN_RELA	0.907441016333938	1.358490566037736
+PT_99S5BPE3	7316-451	BS_AG6M7TJE	BS_Z7890YNR	supratentorial	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	-0.38174532014633067	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.015444088010500678	0.2007731441365088	0.0	loss	2.6005547752783507	0.7934510760712041	-0.2596028774475338	-0.23141340493785886	-0.6159662033989657	-0.38616948698578185	0.6701091277299662	-0.9627189032924915	ST_EPN_RELA	0.17422867513611615	1.358490566037736
+PT_9AW9EWHA	7316-454	BS_EFBBP9H3	NA	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	NA	NA	NA	NA	0.0	0.19341881651246087	0.0	0	NA	NA	NA	NA	NA	NA	NA	NA		0.10163339382940133	-0.22641509433962267
+PT_AZQ230WT	7316-443	NA	BS_XQYHPBFS	undetermined	NA	NA	NA	NA	NA	NA	NA	NA	0.4038569331664593	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.4914715895263312	-0.5355183599528403	-0.2263163432421521	-0.2497816382174215	-0.29119252713454524	0.3148972269779222	-0.11026448374504023	-0.5915911185708681		NA	NA
+PT_B5K3A4F4	7316-1214	NA	BS_CZ3NA7KV	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.16267220231311955	1.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	0.5038626005620858	1.905801163530064	-0.3055153384204741	-0.2436588937909006	-0.7290570370981836	-0.3546477529690957	1.2388924677112898	0.19477887675531969	ST_EPN_RELA	NA	NA
+PT_BNARR0N6	7316-1954	BS_99PPRCW4	BS_196BBNEJ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.47697254692621904	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.10957948159831432	0.0	0	-0.33171952072705313	-0.5359076630182975	-0.19417762056109392	-0.2344747771511193	0.8455153397909266	-0.08846422127263523	-1.2062303645665562	-0.4604619994325847		-0.7259528130671502	-0.22641509433962267
+PT_BWN251DF	7316-659	BS_MVC1NCZX	BS_7G42J2SK	supratentorial	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.3115367219044718	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.028681877733786974	0.2897605083874889	0.0	0	1.046876359081605	1.3916986582318436	-0.05644023764227313	-0.2635578131770934	-0.7377563319981235	-0.3727435632379341	3.234296316170359	-0.16865923739955252	ST_EPN_RELA	1.0526315789473681	2.716981132075472
+PT_C94VR1Y2	7316-2278	BS_HBAKYKQM	BS_M1T1K5WV	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2523526121622286	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.27284555485217865	0.0	0	-0.4843078196250183	-0.5302349612073479	-0.3365062495772088	-0.25666972569725743	-0.6710617377652515	-0.3756622423135532	0.784869952946879	1.3065433529061372		0.8856624319419238	-0.15094339622641512
+PT_CYBYN18G	7316-2567	BS_T1SNKF50	BS_KBT7MQ6H	supratentorial	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.36385667032097896	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.035300772595430116	0.2676975255153451	0.0	loss	2.328044968232408	2.361786282627868	-0.3319150034799147	-0.2658538423370388	-0.7551549217980031	-0.34414050829686704	0.5158992688447399	-1.0019766951332738	ST_EPN_RELA	0.8348457350272233	3.3962264150943398
+PT_CYVVA9AB	7316-3299	BS_01DQH017	BS_CXVJK2FY	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.27548259473699704	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.1757684302147458	0.0	loss	1.2066284278808832	1.1490516190046547	-0.2217250971448581	-0.1847274786856372	-0.6623624428653115	-0.3458917157422385	0.8063876076750499	-0.4645091944677168	ST_EPN_RELA	-0.0725952813067148	-0.15094339622641512
+PT_D3AN5M5W	7316-47	BS_XBE002WV	BS_4SCWT0FX	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.27535511589485223	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.18165189231398413	0.0	loss	-0.6719985910394167	-0.5013153049162321	0.7321062795679758	-0.14339895380662124	2.5070806656794353	2.3054363565501377	0.8157119247239243	-0.6073751792078838		-0.014519056261343125	-0.15094339622641512
+PT_DNAJYFZT	7316-4035	BS_EJ1H9PZY	BS_WGK8ZMVA	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2922429125781389	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0073543276240479434	0.3338864741317766	0.0	0	-0.591191266552607	-0.5072104656217288	-0.4202964908528247	-0.2666191853903539	-0.7058589173650107	-0.3651549976413245	-0.10094016669616587	-0.8344228206788005		1.4882032667876588	0.528301886792453
+PT_EB89G70N	7316-2858	BS_KB9GJDCS	BS_JHGW42S6	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5209669352688098	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0029417310496191768	0.1272298678960294	0.0	loss	-0.41997716591122825	-0.5388552433710461	0.7378453371895934	-0.1701859606726501	2.907248231076668	0.5624012125904208	-0.7285384296011571	0.3764979338327559		-0.5517241379310338	0.07547169811320754
+PT_ECMZCNTF	7316-736	BS_MGBEMNYR	BS_CZ3ER8DY	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.077303266120018	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.21695266490941428	0.0	0	0.7402670073054121	1.108897788538913	-0.3938968257933841	-0.2666191853903539	-0.7580546867646497	-0.3739110348681817	1.9575821356322047	0.29676819164065144	ST_EPN_RELA	0.3339382940108894	-0.15094339622641512
+PT_EG7PH32E	7316-2144	BS_2P7MJGM7	BS_SAA624A4	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.586107774051324	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0058834620992383535	0.18459362336360333	0.0	0	-1.019871257447172	-0.5427482740256192	-0.5786944812094686	-0.21534120081824154	-0.7406560969647701	-0.3879206944311533	-1.950741218161277	0.03734298988867682		0.014519056261343125	0.37735849056603776
+PT_EZW3S4F1	7316-1961	BS_QBZDQX7A	NA	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	NA	NA	NA	NA	0.0	0.2368093494943437	0.0	0	NA	NA	NA	NA	NA	NA	NA	NA		0.5299455535390198	-0.22641509433962267
+PT_F9G665B1	7316-1886	NA	BS_X67GTEM6	undetermined	NA	NA	NA	NA	NA	NA	NA	NA	0.3522117028595952	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.5764339005559024	-0.5364081955310285	-0.4903129938365586	-0.23983217852432506	-0.04471250496958327	-0.21455115733937968	-0.5277069854715601	-0.04926698386315243		NA	NA
+PT_FHDZNN40	7316-405	BS_R82MYPKB	BS_WRHDP7WF	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6389330231971213	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21695266490941428	0.0	0	-0.3927548402862392	-0.5345172949273785	-0.17696044769624128	-0.21534120081824154	0.4134503597605814	0.5880855884558686	-0.4086426293090133	-0.4054201469547865		0.3339382940108894	-0.22641509433962267
+PT_GAM3E6M3	7316-872	BS_9E632VPJ	BS_XF0ZX2B3	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4999300883555552	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0036771638120239713	0.18459362336360333	0.0	0	0.11988453385171333	0.4619317084724708	-0.3640537261609729	-0.2574350687505726	-0.7464556268980633	-0.3651549976413245	0.9577284459298536	-0.2463653820740908	ST_EPN_RELA	0.014519056261343125	0.15094339622641512
+PT_GFTCNWQ0	7316-775	NA	BS_EK5PCKY0	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.5426754931789883	1.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	0.0886504970819889	0.430453774894064	-0.5247473395662637	-0.2704459006569294	-0.7377563319981235	-0.3750785064984293	0.2117830820199212	0.02682028279733316	ST_EPN_RELA	NA	NA
+PT_GH27VJBD	7316-2266	BS_H8MAKDRB	BS_VAAHBH60	infratentorial	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	-0.4376867587989057	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.022062982872143828	0.1897416527004369	0.0	loss	2.467881756706036	0.29692282344220056	-0.36175810311232587	-0.2704459006569294	-0.2215981679350265	-0.31612118917092386	1.2847967977980548	-1.054994950093506	ST_EPN_RELA	0.06533575317604393	2.037735849056604
+PT_H876VB6R	7316-1806	BS_XMNBSBGN	BS_TXY8QYWA	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.11937532998577716	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.14267395590653004	0.0	0	-0.5022172443783006	-0.5206136140181883	-0.5201560934689697	-0.2666191853903539	0.4511473043269874	-0.18769930984368408	-1.25070018433811	-0.5515238877230593		-0.3992740471869328	-0.22641509433962267
+PT_JN3EN2HR	7316-2267	BS_MAVSJH2Y	BS_RHD7XPNP	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.521859387810118	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0022062982872143827	0.29858570153634645	0.0	0	-0.4512112026809526	-0.5387996286474092	0.5473086241518913	-0.2069224272317753	1.1441911313555275	0.5209559697166297	-0.6324262384819928	1.550589213524609		1.1397459165154264	0.0
+PT_JP1FDKN9	7316-2959	BS_W74D279Q	BS_T1DVKKJB	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5135412739921709	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.150028283530578	0.0	loss	3.996200427452134	1.5366862427528798	0.15590489435757554	-0.2574350687505726	-0.6014673785657327	-0.3482266590027337	-0.7400145121228484	-0.8866316366320061	ST_EPN_RELA	-0.32667876588021744	-0.15094339622641512
+PT_JP1FDKN9	7316-929	BS_FF73TT6D	BS_QSTAVWGE	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.20502943016204947	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0014708655248095884	0.1993022786116992	0.0	loss	-0.34045932000665485	-0.5423589709601618	-0.5270429626149109	-0.2283520327245984	-0.7000593874317175	-0.37215982742281023	-0.8684031853342697	0.5460754058047952	ST_EPN_RELA	0.159709618874773	-0.07547169811320756
+PT_K2YDNZDA	7316-429	BS_62XRDTM6	BS_C80S5N37	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4596150626778794	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.15811804391703074	0.0	0	-0.6151182580229921	-0.5350178274401094	0.2603557430710147	-0.2666191853903539	0.6338324972257239	0.0008473584413087736	-0.009131506522635913	-0.2670060767532651		-0.24682395644283095	-0.22641509433962267
+PT_KVFS3Z2Q	7316-1955	BS_9JVGXA2W	BS_BJDNWMJH	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.028182677917868243	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.09928342292464724	0.0	0	-0.509667565075666	-0.5411354470401529	-0.3112543960420916	-0.155644442659663	-0.6101666734656727	-0.3803321288345437	-0.9480185078285028	0.16159187746723558		-0.8275862068965509	-0.22641509433962267
+PT_MKDQZ17N	7316-3292	NA	BS_QP6MSKRE	infratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.5125086241886645	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.26581283763497426	-0.4895249835052388	0.12376617167651735	5.328038534343096	-0.7377563319981235	-0.27525968211225665	-1.4615732006741866	-0.33418951433645977	ST_EPN_YAP1	NA	NA
+PT_MKDQZ17N	7316-3300	NA	BS_1J2WQ08M	infratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.4680378287238545	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.3934712172763704	-0.4895249835052388	-0.27337661573941585	1.018391801125715	-0.6855605625984844	-0.2845994551542377	-1.131635828175563	-0.5013386692874199		NA	NA
+PT_MT27S7S4	7316-1969	BS_9GJHMA3J	BS_VJ2S5DVS	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5341768276963962	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4596454765029964	0.0	0	-0.3585120201579634	-0.5400231525674178	-0.3743840298798845	-0.2758033020301352	-0.584068788765853	-0.3038627370533236	0.5216373101055854	0.1846608891674892		2.7295825771324864	-0.22641509433962267
+PT_N4PR21ME	7316-330	BS_Y3472DYJ	BS_GV3NZ9QD	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.17261281532308187	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.10369601949907599	0.0	0	-0.5480653717467033	-0.5355739746764769	-0.27682005031238643	-0.2666191853903539	0.7237252111917689	-0.10364135246585446	-0.4050563535209847	-0.7336476643040085		-0.7840290381125221	-0.15094339622641512
+PT_N9KYV4WB	7316-749	BS_9PQPZPGM	BS_T4P3J13C	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4142174629545254	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.09634169187502804	0.0	loss	-0.6417674820558762	-0.5360745071892078	-0.5350776432851754	-0.26508849928372363	1.6777478852185042	0.3370791879526273	-0.411511649939436	-0.35968684305779264		-0.8566243194192371	-0.15094339622641512
+PT_N9W4GT6D	7316-174	BS_AVS4DSZW	NA	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	NA	NA	NA	NA	0.0	0.17871016126436498	0.0	0	NA	NA	NA	NA	NA	NA	NA	NA		-0.04355716878402883	-0.22641509433962267
+PT_NPETR8RY	7316-160	BS_W5P7SPDH	BS_4FZS7TX4	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.2397727816494747	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0073543276240479434	0.11105034712312392	0.0	loss	-0.5505010535131496	-0.5310691820618993	-0.4352180406690303	-0.2620271270704633	0.3670541202942356	-0.31612118917092386	-0.3146822036626658	-0.03833955726829535		-0.7114337568058071	0.528301886792453
+PT_NPETR8RY	7316-1784	BS_FSM39DXA	BS_53M8PP88	undetermined	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5426936754395421	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0029417310496191768	0.1147275109351479	0.0	0	-0.5605303313749878	-0.5152189858254225	-0.3950446373177076	-0.2643231562304086	2.077915450615736	-0.1947041396251699	-0.2314806053804041	0.04503266045542792		-0.6751361161524496	0.07547169811320754
+PT_NYBH025T	7316-3069	BS_6NPSZJ4C	BS_67Z63A2K	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5369166081529941	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.25004713921763005	0.0	0	-0.6235715065065414	-0.5252296360800394	-0.5603294968202925	-0.260496440963833	0.3264574107611831	-0.2297282885325989	-0.22645981927716416	1.009883956830946		0.6606170598911074	-0.22641509433962267
+PT_PKP1250P	7316-2556	BS_ZBWQG7VR	BS_G63HYD6N	supratentorial	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.3312914252730406	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.011031491436071914	0.203714875186128	0.0	loss	1.7601012904563191	1.70564377316136	-0.20221230123135844	-0.2719765867635597	-0.6652622078319582	-0.3838345437252866	0.4133317813071242	-0.6773916533156711	ST_EPN_RELA	0.20326678765880238	0.9056603773584907
+PT_QWR0EECG	7316-1480	NA	BS_J70GK8SM	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.1862184471710454	0.0	0.0	0.0	0.0	0.0	0.0	1.0	NA	NA	NA	NA	-0.77028551408543	0.17457043144132606	-0.4271833599987658	-0.06303793320853476	-0.7580546867646497	-0.3774134497589246	0.14507835236259067	-1.0723978887445742	ST_EPN_YAP1	NA	NA
+PT_QZN7FZER	7316-2757	BS_VK46N40F	BS_7BTZQKYY	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.38331276445574897	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.14782198524336362	0.0	0	-0.6748640989999418	-0.5315140998509935	-0.4455483443879418	-0.260496440963833	1.5298598719195269	-0.26825485233077084	1.1277179182824053	2.7319654442797		-0.348457350272232	-0.15094339622641512
+PT_R6WWH1QX	7316-423	BS_1AZ8YJSH	BS_W80TJC27	supratentorial	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	0.02595403525535206	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.030888176021001364	0.203714875186128	0.0	loss	0.5412574794469391	1.4673346823778388	-0.38012308750150203	-0.26738452844366895	-0.74935539186471	-0.3814996004647913	1.4727176490907492	-0.07435959308097201	ST_EPN_RELA	0.20326678765880238	2.9433962264150955
+PT_RM5S859Q	7316-111	BS_R7YMKNJN	BS_QXKRN6CR	supratentorial	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	-0.424836434090734	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.009560625911262324	0.2772581514266074	0.0	loss	1.2023301659400951	-0.3553822700933709	-0.4088183756095897	-0.2735072728701899	-0.7029591523983642	-0.3844182795404104	2.2746089152939266	0.4950807483621295	ST_EPN_RELA	0.9292196007259529	0.7547169811320754
+PT_S4H6KA09	7316-2134	BS_K6A9Z04J	BS_07ANYSYQ	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	-0.17249035546409924	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.018385819060119855	0.25960776512889233	0.0	loss	0.6846761528712239	0.5029197597927637	0.17312206722242818	-0.21687188692487175	-0.7232575071648903	-0.3803321288345437	0.2282799506448521	-0.7919272728099123	ST_EPN_RELA	0.7549909255898365	1.6603773584905661
+PT_S8E3281G	7316-2138	BS_55N7KFHW	BS_TNRHHYNC	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.395613104045526	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.01029605867366712	0.13458419552007733	0.0	gain	-0.8169932938419902	-0.541635979552884	1.7261110596321323	1.186001929801724	-0.7232575071648903	-0.3692411483471911	-1.2298997847675446	1.4247214479319972		-0.47912885662431903	0.8301886792452833
+PT_T4VKB29K	7316-2125	BS_MFTAVQ5C	BS_8ZP3CBQA	infratentorial	0.0	0.0	0.0	0.0	1.0	1.0	0.0	0.0	0.1986155309298165	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0022062982872143827	0.11399207817274312	0.0	0	-0.5377495430888126	-0.5259526274873173	-0.002493095999068339	-0.22375997440470774	1.094895126922535	1.740963823325407	-0.2573017910542094	0.2955540331301117		-0.6823956442831208	0.0
+PT_TS0H697Y	7316-394	NA	BS_AGTPCRR4	infratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.5228196438030464	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.20621027205605086	-0.5377985636219474	0.028497815157666386	-0.22988271883122866	0.9615059384567908	0.11817825728119595	-0.2766676803095637	0.13609454874590254		NA	NA
+PT_V0X73HEQ	7316-2182	BS_GMQZNQH8	BS_34201DKZ	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.047572499693679854	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0029417310496191768	0.14193852314412528	0.0	0	-0.6119661992664145	-0.536519424978302	-0.5545904391986749	-0.2658538423370388	0.19596798726208556	-0.2373168541292085	-0.5083410962162059	0.34412037355169806		-0.406533575317604	0.07547169811320754
+PT_V3Q78E6F	7316-455	BS_7RQCH5Y7	BS_0QYS36NR	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7045060451321614	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0029417310496191768	0.05589288994276436	0.0	0	-0.4315824731513552	-0.5405792998037855	0.152461459784605	-0.260496440963833	0.2655623464616041	0.4614149165740004	-1.5892446187280025	-0.8453502472736575		-1.2558983666061698	0.07547169811320754
+PT_VBVZ2NAR	7316-2156	BS_9ZFXXJPK	BS_N5DVEJXT	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.4236349900125531	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.008089760386452736	1.5620591873477832	0.0	0	1.9785962724463635	0.8028499643658167	0.13753990996839946	-0.2574350687505726	-0.6536631479653717	-0.27234100303663755	-0.7443180430684828	-0.2840042959008203	ST_EPN_RELA	13.611615245009073	0.6037735849056604
+PT_VE0Q731Y	7316-1641	BS_BBHFKBE7	BS_N8J1DP02	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.3094672380043829	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.12943616618324374	0.0	0	-0.5102406666677711	-0.541635979552884	-0.6131288269391738	-0.274272615923505	-0.6855605625984844	-0.37624597812867694	-0.4746301038087379	-0.899582660744429		-0.5299455535390198	-0.22641509433962267
+PT_VR8T8JX8	7316-762	NA	BS_FTKPQ5FZ	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.4278022490138979	1.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	1.1874295245453643	-0.1808076525975777	-0.4581742711555004	-0.26508849928372363	-0.7174579772315971	-0.3669062050866959	1.1886846066788903	-0.7777620901869496	ST_EPN_RELA	NA	NA
+PT_W17NV5YG	7316-2079	BS_FVPMPMRJ	BS_V4W81SFC	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.511241768664656	0.0	0.0	0.0	0.0	1.0	0.0	0.0	0.008089760386452736	0.1662078043034835	0.0	0	-0.3947606958586068	-0.5389664728183194	7.762451866049452	6.3336993063991525	-0.7522551568313565	-0.3844182795404104	-0.7156278367642545	-0.5021481082944463	ST_EPN_YAP1	-0.16696914700544416	0.6037735849056604
+PT_W17NV5YG	7316-2106	BS_B4DY7ET3	BS_TCGEZJ5F	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.5039664344947731	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.10443145226148078	0.0	0	-0.6692763584769178	0.025856660436626763	0.2328082664872505	-0.2758033020301352	-0.4187821856669962	-0.3756622423135532	-1.3188394243106518	-1.0270693043510934		-0.7767695099818507	-0.22641509433962267
+PT_WKNKNYHH	7316-1107	BS_5ZRZC3ZM	BS_WFD0GE5X	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.02386390363651128	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1301715989456486	0.0	0	-0.6066650095394429	-0.5400231525674178	0.9651120190056476	-0.2344747771511193	1.3906711535204896	-0.1806944800621983	-0.07727074649517778	0.44610968843702975		-0.5226860254083479	-0.22641509433962267
+PT_XHYBZKCX	7316-2972	BS_0XR7GYAV	BS_Q5WZYWCT	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.29282278901425823	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0007354327624047942	0.22283612700865266	0.0	0	-0.7125455286808479	-0.5417472090001575	0.04227155344954838	0.04028337898900506	-0.6101666734656727	-0.3750785064984293	-0.4882579518032464	1.5785148592670215		0.39201451905626167	-0.15094339622641512
+PT_Y4FN0XN1	7316-1252	NA	BS_4NWHYH53	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	-0.012382444721055708	1.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	0.616047237216646	0.04020525913491112	-0.568364177490557	-0.2574350687505726	-0.7435558619314168	-0.3867532228009057	2.0802327675827805	0.12233408562645323	ST_EPN_RELA	NA	NA
+PT_Y6Y9JJ9P	7316-425	NA	BS_0WQJP6ZG	supratentorial	NA	NA	NA	NA	NA	NA	NA	NA	0.4727550246458188	1.0	0.0	0.0	0.0	0.0	0.0	0.0	NA	NA	NA	NA	-0.13385619605279028	-0.2939836151983866	0.9065736312651488	-0.22375997440470774	-0.74935539186471	-0.3803321288345437	0.6163149909095385	-1.020593792294882	ST_EPN_RELA	NA	NA
+PT_YXZPWFVB	7316-966	BS_R8ZKDFWH	BS_P78SMRBS	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3430407885530409	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.04191966745707327	0.0	0	-0.5172611611710577	-0.5423589709601618	2.4584148121505294	0.8301174100101981	-0.7406560969647701	-0.3202073398767905	-0.9164592808938518	1.2086012330559377		-1.3938294010889285	-0.22641509433962267
+PT_ZA95JQEB	7316-384	BS_ZZJF26C4	BS_8RHPJ740	undetermined	0.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	0.5942722770700567	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.013237789723286295	0.2000377113741041	0.0	gain	0.3793562796772672	-0.5400231525674178	-0.11383081385844845	-0.23677080631106465	0.4134503597605814	5.553926167714178	-1.0362408922140045	-0.0897389342144745	PT_EPN_A	0.16696914700544555	1.1320754716981132
+PT_ZD45GXZ0	7316-2109	BS_J33YVP27	BS_NH7K4CD9	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.06456182656197049	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0022062982872143827	0.09045822977578967	0.0	0	-0.4649656408914734	-0.5034286644144289	-0.291741600128592	-0.2360054632577495	1.0484988874561896	-0.3447242441119908	0.14436109720498486	-0.1399241526501138		-0.9147005444646094	0.0
+PT_ZWY04DCR	7316-2666	BS_6T87HSPX	BS_C05FKR8X	supratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.03172786439785874	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.012502356960881502	0.453762014403758	-1.0	loss	1.278122851495986	1.1100656977352852	-0.12186549452871302	-0.2428935507375855	-0.673961502731898	-0.2974416430869617	-1.241375867289236	-0.9695991348522162	ST_EPN_RELA	2.6715063520871136	1.0566037735849059
+PT_ZZRBX5JT	7316-2661	BS_JE1DF581	BS_HZ707C55	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.032347663873431604	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.011031491436071914	0.04118423469466848	0.0	0	-0.4451936359638498	-0.5364081955310285	2.941643463890726	-0.0905902831278787	2.037318741082684	0.8338383666229955	-0.29459905924970625	1.905528218105704		-1.4010889292196	0.9056603773584907
+PT_ZZRBX5JT	7316-3319	BS_9N3B3HZB	BS_YE1MAQYJ	infratentorial	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.07884783586514857	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.009560625911262324	0.14561568695614927	0.0	0	-0.637755770911141	-0.5394670053310503	-0.14826515958815362	-0.211514485551666	2.5447776102458413	3.879771849939072	-0.3204202449235116	0.8977766543577839	PT_EPN_A	-0.37023593466424626	0.7547169811320754
+PT_ZZRBX5JT	7316-496	BS_AGD2ATY1	BS_PJPGVD62	undetermined	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.6395392705568795	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.14267395590653004	0.0	0	0.09638736857540693	-0.5372424163855798	-0.06791835288550824	-0.15487909960634788	0.8310165149576936	5.246881128959052	-1.4077790638537593	-0.7830234437326214		-0.3992740471869328	-0.22641509433962267
+PT_ZZWYKZZ8	7316-2758	BS_2E81A3FT	BS_7B89YR6K	infratentorial	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	-0.39648047803825603	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.22357155977105744	0.0	0	-0.6315949287960119	-0.2933162385147455	-0.4271833599987658	-0.2589657548572028	-0.517374194532981	-0.3844182795404104	0.02529674104243793	-0.7344571033110351		0.3992740471869331	-0.22641509433962267