diff --git a/executor/explainfor_test.go b/executor/explainfor_test.go
index 96ceb1768ae1b..4a9bb14eabe98 100644
--- a/executor/explainfor_test.go
+++ b/executor/explainfor_test.go
@@ -185,3 +185,21 @@ func (s *testPrepareSerialSuite) TestExplainForConnPlanCache(c *C) {
 		"  └─TableFullScan_5 10000.00 cop[tikv] table:t keep order:false, stats:pseudo",
 	))
 }
+
+func (s *testPrepareSerialSuite) TestExplainDotForExplainPlan(c *C) {
+	tk := testkit.NewTestKit(c, s.store)
+
+	rows := tk.MustQuery("select connection_id()").Rows()
+	c.Assert(len(rows), Equals, 1)
+	connID := rows[0][0].(string)
+	tk.MustQuery("explain select 1").Check(testkit.Rows(
+		"Projection_3 1.00 root  1->Column#1",
+		"└─TableDual_4 1.00 root  rows:1",
+	))
+
+	tkProcess := tk.Se.ShowProcess()
+	ps := []*util.ProcessInfo{tkProcess}
+	tk.Se.SetSessionManager(&mockSessionManager1{PS: ps})
+
+	tk.MustQuery(fmt.Sprintf("explain format=\"dot\" for connection %s", connID)).Check(nil)
+}
diff --git a/planner/core/common_plans.go b/planner/core/common_plans.go
index dfc896e9b18e3..cf45c46da260a 100644
--- a/planner/core/common_plans.go
+++ b/planner/core/common_plans.go
@@ -831,7 +831,9 @@ func (e *Explain) RenderResult() error {
 			return err
 		}
 	case ast.ExplainFormatDOT:
-		e.prepareDotInfo(e.TargetPlan.(PhysicalPlan))
+		if physicalPlan, ok := e.TargetPlan.(PhysicalPlan); ok {
+			e.prepareDotInfo(physicalPlan)
+		}
 	case ast.ExplainFormatHint:
 		hints := GenHintsFromPhysicalPlan(e.TargetPlan)
 		hints = append(hints, hint.ExtractTableHintsFromStmtNode(e.ExecStmt)...)