diff --git a/callbacks/query.go b/callbacks/query.go
index 0cfb0b3f..6ca3a1fb 100644
--- a/callbacks/query.go
+++ b/callbacks/query.go
@@ -221,7 +221,7 @@ func Preload(db *gorm.DB) {
 
 		for _, name := range preloadNames {
 			if rel := db.Statement.Schema.Relationships.Relations[name]; rel != nil {
-				preload(db, rel, db.Statement.Preloads[name], preloadMap[name])
+				preload(db, rel, append(db.Statement.Preloads[name], db.Statement.Preloads[clause.Associations]...), preloadMap[name])
 			} else {
 				db.AddError(fmt.Errorf("%s: %w for schema %s", name, gorm.ErrUnsupportedRelation, db.Statement.Schema.Name))
 			}
diff --git a/tests/preload_test.go b/tests/preload_test.go
index 8f49955e..a3e67200 100644
--- a/tests/preload_test.go
+++ b/tests/preload_test.go
@@ -147,6 +147,19 @@ func TestPreloadWithConds(t *testing.T) {
 	for i, u := range users3 {
 		CheckUser(t, u, users[i])
 	}
+
+	var user4 User
+	DB.Delete(&users3[0].Account)
+
+	if err := DB.Preload(clause.Associations).Take(&user4, "id = ?", users3[0].ID).Error; err != nil || user4.Account.ID != 0 {
+		t.Errorf("failed to query, got error %v, account: %#v", err, user4.Account)
+	}
+
+	if err := DB.Preload(clause.Associations, func(tx *gorm.DB) *gorm.DB {
+		return tx.Unscoped()
+	}).Take(&user4, "id = ?", users3[0].ID).Error; err != nil || user4.Account.ID == 0 {
+		t.Errorf("failed to query, got error %v, account: %#v", err, user4.Account)
+	}
 }
 
 func TestNestedPreloadWithConds(t *testing.T) {