diff --git a/ddl/column.go b/ddl/column.go
index 082962ec6baa5..d58f5cd5ae44e 100644
--- a/ddl/column.go
+++ b/ddl/column.go
@@ -840,7 +840,7 @@ func (w *worker) onModifyColumn(d *ddlCtx, t *meta.Meta, job *model.Job) (ver in
 	if job.IsRollingback() {
 		// For those column-type-change jobs which don't reorg the data.
 		if !needChangeColumnData(oldCol, jobParam.newCol) {
-			return rollbackModifyColumnJob(t, tblInfo, job, oldCol, jobParam.modifyColumnTp)
+			return rollbackModifyColumnJob(t, tblInfo, job, jobParam.newCol, oldCol, jobParam.modifyColumnTp)
 		}
 		// For those column-type-change jobs which reorg the data.
 		return rollbackModifyColumnJobWithData(t, tblInfo, job, oldCol, jobParam)
@@ -1454,6 +1454,10 @@ func updateChangingInfo(changingCol *model.ColumnInfo, changingIdxs []*model.Ind
 func (w *worker) doModifyColumn(
 	d *ddlCtx, t *meta.Meta, job *model.Job, dbInfo *model.DBInfo, tblInfo *model.TableInfo,
 	newCol, oldCol *model.ColumnInfo, pos *ast.ColumnPosition) (ver int64, _ error) {
+	if oldCol.ID != newCol.ID {
+		job.State = model.JobStateRollingback
+		return ver, errKeyColumnDoesNotExits.GenWithStack("column %s id %d does not exist, this column may have been updated by other DDL ran in parallel", oldCol.Name, newCol.ID)
+	}
 	// Column from null to not null.
 	if !mysql.HasNotNullFlag(oldCol.Flag) && mysql.HasNotNullFlag(newCol.Flag) {
 		noPreventNullFlag := !mysql.HasPreventNullInsertFlag(oldCol.Flag)
@@ -1762,9 +1766,9 @@ func checkAddColumnTooManyColumns(colNum int) error {
 }
 
 // rollbackModifyColumnJob rollbacks the job when an error occurs.
-func rollbackModifyColumnJob(t *meta.Meta, tblInfo *model.TableInfo, job *model.Job, oldCol *model.ColumnInfo, modifyColumnTp byte) (ver int64, _ error) {
+func rollbackModifyColumnJob(t *meta.Meta, tblInfo *model.TableInfo, job *model.Job, newCol, oldCol *model.ColumnInfo, modifyColumnTp byte) (ver int64, _ error) {
 	var err error
-	if modifyColumnTp == mysql.TypeNull {
+	if oldCol.ID == newCol.ID && modifyColumnTp == mysql.TypeNull {
 		// field NotNullFlag flag reset.
 		tblInfo.Columns[oldCol.Offset].Flag = oldCol.Flag &^ mysql.NotNullFlag
 		// field PreventNullInsertFlag flag reset.
diff --git a/ddl/db_change_test.go b/ddl/db_change_test.go
index a0534c4a505c4..786f31bf27681 100644
--- a/ddl/db_change_test.go
+++ b/ddl/db_change_test.go
@@ -1046,6 +1046,54 @@ func (s *testStateChangeSuite) TestParallelAlterModifyColumn(c *C) {
 	s.testControlParallelExecSQL(c, sql, sql, f)
 }
 
+func (s *testStateChangeSuite) TestParallelAlterModifyColumnWithData(c *C) {
+	sql := "ALTER TABLE t MODIFY COLUMN c int;"
+	f := func(c *C, err1, err2 error) {
+		c.Assert(err1, IsNil)
+		c.Assert(err2.Error(), Equals, "[ddl:1072]column c id 3 does not exist, this column may have been updated by other DDL ran in parallel")
+		rs, err := s.se.Execute(context.Background(), "select * from t")
+		c.Assert(err, IsNil)
+		sRows, err := session.ResultSetToStringSlice(context.Background(), s.se, rs[0])
+		c.Assert(err, IsNil)
+		c.Assert(sRows[0][2], Equals, "3")
+		c.Assert(rs[0].Close(), IsNil)
+		_, err = s.se.Execute(context.Background(), "insert into t values(11, 22, 33.3, 44, 55)")
+		c.Assert(err, IsNil)
+		rs, err = s.se.Execute(context.Background(), "select * from t")
+		c.Assert(err, IsNil)
+		sRows, err = session.ResultSetToStringSlice(context.Background(), s.se, rs[0])
+		c.Assert(err, IsNil)
+		c.Assert(sRows[1][2], Equals, "33")
+		c.Assert(rs[0].Close(), IsNil)
+	}
+	s.testControlParallelExecSQL(c, sql, sql, f)
+}
+
+func (s *testStateChangeSuite) TestParallelAlterModifyColumnToNotNullWithData(c *C) {
+	sql := "ALTER TABLE t MODIFY COLUMN c int not null;"
+	f := func(c *C, err1, err2 error) {
+		c.Assert(err1, IsNil)
+		c.Assert(err2.Error(), Equals, "[ddl:1072]column c id 3 does not exist, this column may have been updated by other DDL ran in parallel")
+		rs, err := s.se.Execute(context.Background(), "select * from t")
+		c.Assert(err, IsNil)
+		sRows, err := session.ResultSetToStringSlice(context.Background(), s.se, rs[0])
+		c.Assert(err, IsNil)
+		c.Assert(sRows[0][2], Equals, "3")
+		c.Assert(rs[0].Close(), IsNil)
+		_, err = s.se.Execute(context.Background(), "insert into t values(11, 22, null, 44, 55)")
+		c.Assert(err, NotNil)
+		_, err = s.se.Execute(context.Background(), "insert into t values(11, 22, 33.3, 44, 55)")
+		c.Assert(err, IsNil)
+		rs, err = s.se.Execute(context.Background(), "select * from t")
+		c.Assert(err, IsNil)
+		sRows, err = session.ResultSetToStringSlice(context.Background(), s.se, rs[0])
+		c.Assert(err, IsNil)
+		c.Assert(sRows[1][2], Equals, "33")
+		c.Assert(rs[0].Close(), IsNil)
+	}
+	s.testControlParallelExecSQL(c, sql, sql, f)
+}
+
 func (s *testStateChangeSuite) TestParallelAddGeneratedColumnAndAlterModifyColumn(c *C) {
 	sql1 := "ALTER TABLE t ADD COLUMN f INT GENERATED ALWAYS AS(a+1);"
 	sql2 := "ALTER TABLE t MODIFY COLUMN a tinyint;"
@@ -1322,12 +1370,15 @@ func (s *testStateChangeSuiteBase) prepareTestControlParallelExecSQL(c *C) (sess
 func (s *testStateChangeSuiteBase) testControlParallelExecSQL(c *C, sql1, sql2 string, f checkRet) {
 	_, err := s.se.Execute(context.Background(), "use test_db_state")
 	c.Assert(err, IsNil)
-	_, err = s.se.Execute(context.Background(), "create table t(a int, b int, c int, d int auto_increment,e int, index idx1(d), index idx2(d,e))")
+	_, err = s.se.Execute(context.Background(), "create table t(a int, b int, c double default null, d int auto_increment,e int, index idx1(d), index idx2(d,e))")
 	c.Assert(err, IsNil)
 	if len(s.preSQL) != 0 {
 		_, err := s.se.Execute(context.Background(), s.preSQL)
 		c.Assert(err, IsNil)
 	}
+	_, err = s.se.Execute(context.Background(), "insert into t values(1, 2, 3.1234, 4, 5)")
+	c.Assert(err, IsNil)
+
 	defer func() {
 		_, err := s.se.Execute(context.Background(), "drop table t")
 		c.Assert(err, IsNil)