diff --git a/expression/constant_fold.go b/expression/constant_fold.go
index 4c0c906744b83..b421bcd30f173 100644
--- a/expression/constant_fold.go
+++ b/expression/constant_fold.go
@@ -27,6 +27,7 @@ func init() {
 	specialFoldHandler = map[string]func(*ScalarFunction) (Expression, bool){
 		ast.If:     ifFoldHandler,
 		ast.Ifnull: ifNullFoldHandler,
+		ast.Case:   caseWhenHandler,
 	}
 }
 
@@ -78,6 +79,59 @@ func ifNullFoldHandler(expr *ScalarFunction) (Expression, bool) {
 	return expr, isDeferredConst
 }
 
+func caseWhenHandler(expr *ScalarFunction) (Expression, bool) {
+	args, l := expr.GetArgs(), len(expr.GetArgs())
+	var isDeferred, isDeferredConst, hasNonConstCondition bool
+	for i := 0; i < l-1; i += 2 {
+		expr.GetArgs()[i], isDeferred = foldConstant(args[i])
+		isDeferredConst = isDeferredConst || isDeferred
+		if _, isConst := expr.GetArgs()[i].(*Constant); isConst && !hasNonConstCondition {
+			// If the condition is const and true, and the previous conditions
+			// has no expr, then the folded execution body is returned, otherwise
+			// the arguments of the casewhen are folded and replaced.
+			val, isNull, err := args[i].EvalInt(expr.GetCtx(), chunk.Row{})
+			if err != nil {
+				return expr, false
+			}
+			if val != 0 && !isNull {
+				foldedExpr, isDeferred := foldConstant(args[i+1])
+				isDeferredConst = isDeferredConst || isDeferred
+				if _, isConst := foldedExpr.(*Constant); isConst {
+					foldedExpr.GetType().Decimal = expr.GetType().Decimal
+					return foldedExpr, isDeferredConst
+				}
+				return BuildCastFunction(expr.GetCtx(), foldedExpr, foldedExpr.GetType()), isDeferredConst
+			}
+		} else {
+			hasNonConstCondition = true
+		}
+		expr.GetArgs()[i+1], isDeferred = foldConstant(args[i+1])
+		isDeferredConst = isDeferredConst || isDeferred
+	}
+
+	if l%2 == 0 {
+		return expr, isDeferredConst
+	}
+
+	// If the number of arguments in casewhen is odd, and the previous conditions
+	// is const and false, then the folded else execution body is returned. otherwise
+	// the execution body of the else are folded and replaced.
+	if !hasNonConstCondition {
+		foldedExpr, isDeferred := foldConstant(args[l-1])
+		isDeferredConst = isDeferredConst || isDeferred
+		if _, isConst := foldedExpr.(*Constant); isConst {
+			foldedExpr.GetType().Decimal = expr.GetType().Decimal
+			return foldedExpr, isDeferredConst
+		}
+		return BuildCastFunction(expr.GetCtx(), foldedExpr, foldedExpr.GetType()), isDeferredConst
+	}
+
+	expr.GetArgs()[l-1], isDeferred = foldConstant(args[l-1])
+	isDeferredConst = isDeferredConst || isDeferred
+
+	return expr, isDeferredConst
+}
+
 func foldConstant(expr Expression) (Expression, bool) {
 	switch x := expr.(type) {
 	case *ScalarFunction:
diff --git a/expression/integration_test.go b/expression/integration_test.go
index a13edd67c2fb0..bbec68f771067 100644
--- a/expression/integration_test.go
+++ b/expression/integration_test.go
@@ -4648,5 +4648,17 @@ func (s *testIntegrationSuite) TestDatetimeMicrosecond(c *C) {
 		testkit.Rows("2007-03-28 22:06:28"))
 	tk.MustQuery(`select DATE_ADD('2007-03-28 22:08:28',INTERVAL "-2.-2" MICROSECOND);`).Check(
 		testkit.Rows("2007-03-28 22:08:27.999998"))
+}
+
+func (s *testIntegrationSuite) TestFuncCaseWithLeftJoin(c *C) {
+	tk := testkit.NewTestKitWithInit(c, s.store)
+
+	tk.MustExec("create table kankan1(id int, name text)")
+	tk.MustExec("insert into kankan1 values(1, 'a')")
+	tk.MustExec("insert into kankan1 values(2, 'a')")
+
+	tk.MustExec("create table kankan2(id int, h1 text)")
+	tk.MustExec("insert into kankan2 values(2, 'z')")
 
+	tk.MustQuery("select t1.id from kankan1 t1 left join kankan2 t2 on t1.id = t2.id where (case  when t1.name='b' then 'case2' when t1.name='a' then 'case1' else NULL end) = 'case1' order by t1.id").Check(testkit.Rows("1", "2"))
 }