diff --git a/domain/domain.go b/domain/domain.go
index b3ed976bf7e03..d01b900cdf444 100644
--- a/domain/domain.go
+++ b/domain/domain.go
@@ -898,7 +898,7 @@ func (do *Domain) Close() {
 const resourceIdleTimeout = 3 * time.Minute // resources in the ResourcePool will be recycled after idleTimeout
 
 // NewDomain creates a new domain. Should not create multiple domains for the same store.
-func NewDomain(store kv.Storage, ddlLease time.Duration, statsLease time.Duration, idxUsageSyncLease time.Duration, dumpFileGcLease time.Duration, factory pools.Factory, onClose func()) *Domain {
+func NewDomain(store kv.Storage, ddlLease time.Duration, statsLease time.Duration, idxUsageSyncLease time.Duration, dumpFileGcLease time.Duration, factory pools.Factory) *Domain {
 	capacity := 200 // capacity of the sysSessionPool size
 	do := &Domain{
 		store:               store,
@@ -909,7 +909,6 @@ func NewDomain(store kv.Storage, ddlLease time.Duration, statsLease time.Duratio
 		slowQuery:           newTopNSlowQueries(30, time.Hour*24*7, 500),
 		indexUsageSyncLease: idxUsageSyncLease,
 		dumpFileGcChecker:   &dumpFileGcChecker{gcLease: dumpFileGcLease, paths: []string{replayer.GetPlanReplayerDirName(), GetOptimizerTraceDirName()}},
-		onClose:             onClose,
 		expiredTimeStamp4PC: types.NewTime(types.ZeroCoreTime, mysql.TypeTimestamp, types.DefaultFsp),
 		mdlCheckTableInfo: &mdlCheckTableInfo{
 			mu:         sync.Mutex{},
@@ -1082,6 +1081,11 @@ func (do *Domain) Init(
 	return nil
 }
 
+// SetOnClose used to set do.onClose func.
+func (do *Domain) SetOnClose(onClose func()) {
+	do.onClose = onClose
+}
+
 func (do *Domain) initLogBackup(ctx context.Context, pdClient pd.Client) error {
 	cfg := config.GetGlobalConfig()
 	if pdClient == nil || do.etcdClient == nil {
diff --git a/domain/domain_test.go b/domain/domain_test.go
index c117ac2244b2e..bd9287fe730ec 100644
--- a/domain/domain_test.go
+++ b/domain/domain_test.go
@@ -68,7 +68,7 @@ func TestInfo(t *testing.T) {
 		Storage: s,
 		pdAddrs: []string{cluster.Members[0].GRPCURL()}}
 	ddlLease := 80 * time.Millisecond
-	dom := NewDomain(mockStore, ddlLease, 0, 0, 0, mockFactory, nil)
+	dom := NewDomain(mockStore, ddlLease, 0, 0, 0, mockFactory)
 	defer func() {
 		dom.Close()
 		err := s.Close()
@@ -171,7 +171,7 @@ func TestStatWorkRecoverFromPanic(t *testing.T) {
 	require.NoError(t, err)
 
 	ddlLease := 80 * time.Millisecond
-	dom := NewDomain(store, ddlLease, 0, 0, 0, mockFactory, nil)
+	dom := NewDomain(store, ddlLease, 0, 0, 0, mockFactory)
 
 	metrics.PanicCounter.Reset()
 	// Since the stats lease is 0 now, so create a new ticker will panic.
@@ -238,7 +238,7 @@ func TestClosestReplicaReadChecker(t *testing.T) {
 	require.NoError(t, err)
 
 	ddlLease := 80 * time.Millisecond
-	dom := NewDomain(store, ddlLease, 0, 0, 0, mockFactory, nil)
+	dom := NewDomain(store, ddlLease, 0, 0, 0, mockFactory)
 	defer func() {
 		dom.Close()
 		require.Nil(t, store.Close())
diff --git a/session/tidb.go b/session/tidb.go
index fd4411a18518c..113638958ecab 100644
--- a/session/tidb.go
+++ b/session/tidb.go
@@ -42,11 +42,12 @@ import (
 	"github.com/pingcap/tidb/util/dbterror"
 	"github.com/pingcap/tidb/util/logutil"
 	"github.com/pingcap/tidb/util/sqlexec"
+	"github.com/pingcap/tidb/util/syncutil"
 	"go.uber.org/zap"
 )
 
 type domainMap struct {
-	mu      sync.Mutex
+	mu      syncutil.Mutex
 	domains map[string]*domain.Domain
 }
 
@@ -81,10 +82,7 @@ func (dm *domainMap) Get(store kv.Storage) (d *domain.Domain, err error) {
 			zap.Stringer("index usage sync lease", idxUsageSyncLease))
 		factory := createSessionFunc(store)
 		sysFactory := createSessionWithDomainFunc(store)
-		onClose := func() {
-			dm.Delete(store)
-		}
-		d = domain.NewDomain(store, ddlLease, statisticLease, idxUsageSyncLease, planReplayerGCLease, factory, onClose)
+		d = domain.NewDomain(store, ddlLease, statisticLease, idxUsageSyncLease, planReplayerGCLease, factory)
 
 		var ddlInjector func(ddl.DDL) *schematracker.Checker
 		if injector, ok := store.(schematracker.StorageDDLInjector); ok {
@@ -102,8 +100,10 @@ func (dm *domainMap) Get(store kv.Storage) (d *domain.Domain, err error) {
 	if err != nil {
 		return nil, err
 	}
-
 	dm.domains[key] = d
+	d.SetOnClose(func() {
+		dm.Delete(store)
+	})
 
 	return
 }