diff --git a/packages/plugins/@nocobase/plugin-collection-manager/src/server/__tests__/collections.repository.test.ts b/packages/plugins/@nocobase/plugin-collection-manager/src/server/__tests__/collections.repository.test.ts
index 1b15f6c22..6c7372bc5 100644
--- a/packages/plugins/@nocobase/plugin-collection-manager/src/server/__tests__/collections.repository.test.ts
+++ b/packages/plugins/@nocobase/plugin-collection-manager/src/server/__tests__/collections.repository.test.ts
@@ -20,6 +20,106 @@ describe('collections repository', () => {
     await app.destroy();
   });
 
+  it('should load through table with foreignKey', async () => {
+    await Collection.repository.create({
+      values: {
+        name: 'postsTags',
+        autoGenId: false,
+        fields: [
+          {
+            type: 'integer',
+            name: 'postId',
+            primaryKey: true,
+          },
+          {
+            type: 'integer',
+            name: 'tagId',
+            primaryKey: true,
+          },
+          {
+            type: 'boolean',
+            name: 'default',
+          },
+        ],
+      },
+      context: {},
+    });
+
+    await Collection.repository.create({
+      values: {
+        name: 'posts',
+        fields: [
+          {
+            type: 'string',
+            name: 'title',
+          },
+          {
+            type: 'belongsToMany',
+            target: 'tags',
+            name: 'tags',
+            through: 'postsTags',
+            foreignKey: 'postId',
+            otherKey: 'tagId',
+            sourceKey: 'id',
+            targetKey: 'id',
+          },
+        ],
+      },
+      context: {},
+    });
+
+    await Collection.repository.create({
+      values: {
+        name: 'tags',
+        fields: [
+          {
+            type: 'string',
+            name: 'name',
+          },
+          {
+            type: 'belongsToMany',
+            target: 'posts',
+            name: 'posts',
+            through: 'postsTags',
+            foreignKey: 'tagId',
+            otherKey: 'postId',
+            sourceKey: 'id',
+            targetKey: 'id',
+          },
+        ],
+      },
+      context: {},
+    });
+
+    const postsCollection = db.getCollection('posts');
+
+    const p1 = await postsCollection.repository.create({
+      values: {
+        title: 'test',
+        tags: [
+          {
+            name: 't1',
+          },
+          {
+            name: 't2',
+          },
+        ],
+      },
+    });
+
+    const throughCollection = db.getCollection('postsTags');
+    console.log(throughCollection.model.primaryKeyAttributes);
+
+    await throughCollection.repository.update({
+      filter: {
+        postId: p1.get('id'),
+      },
+      values: {
+        default: true,
+      },
+    });
+  });
+
   it('should create collection with sortable option', async () => {
     await Collection.repository.create({
       values: {
diff --git a/packages/plugins/@nocobase/plugin-collection-manager/src/server/repositories/collection-repository.ts b/packages/plugins/@nocobase/plugin-collection-manager/src/server/repositories/collection-repository.ts
index fb17f96b0..eea623a8e 100644
--- a/packages/plugins/@nocobase/plugin-collection-manager/src/server/repositories/collection-repository.ts
+++ b/packages/plugins/@nocobase/plugin-collection-manager/src/server/repositories/collection-repository.ts
@@ -62,14 +62,13 @@ export class CollectionRepository extends Repository {
     // sort graph nodes
     const sortedNames = graphlib.alg.topsort(graph);
 
-    const lazyCollectionFields: {
-      [key: string]: Array<string>;
-    } = {};
+    const lazyCollectionFields = new Map<string, Array<string>>();
 
     for (const instanceName of sortedNames) {
       if (!nameMap[instanceName]) continue;
 
       // skip load collection field
+      // can be a true value or an array of field names
       const skipField = (() => {
         // skip load collection field if collection is view
         if (viewCollections.includes(instanceName)) {
@@ -88,7 +87,7 @@ export class CollectionRepository extends Repository {
       })();
 
       if (lodash.isArray(skipField) && skipField.length) {
-        lazyCollectionFields[instanceName] = skipField;
+        lazyCollectionFields.set(instanceName, skipField);
       }
 
       this.database.logger.debug(`load ${instanceName} collection`);
@@ -105,7 +104,7 @@ export class CollectionRepository extends Repository {
     }
 
     // load lazy collection field
-    for (const [collectionName, skipField] of Object.entries(lazyCollectionFields)) {
+    for (const [collectionName, skipField] of lazyCollectionFields) {
       this.database.logger.debug(`load ${collectionName} collection fields`);
       this.app.setMaintainingMessage(`load ${collectionName} collection fields`);
       await nameMap[collectionName].loadFields({ includeFields: skipField });