diff --git a/stix2/datastore/__init__.py b/stix2/datastore/__init__.py
index e482288..f02d773 100644
--- a/stix2/datastore/__init__.py
+++ b/stix2/datastore/__init__.py
@@ -313,7 +313,7 @@ class DataSource(with_metaclass(ABCMeta)):
         filter_list = [Filter('type', '=', obj_type)]
         if filters:
             if isinstance(filters, list):
-                filter_list += filters
+                filter_list.extend(filters)
             else:
                 filter_list.append(filters)
 
@@ -380,7 +380,7 @@ class DataSource(with_metaclass(ABCMeta)):
 
         return results
 
-    def related_to(self, obj, relationship_type=None, source_only=False, target_only=False):
+    def related_to(self, obj, relationship_type=None, source_only=False, target_only=False, filters=None):
         """Retrieve STIX Objects that have a Relationship involving the given
         STIX object.
 
@@ -396,6 +396,8 @@ class DataSource(with_metaclass(ABCMeta)):
                 object is the source_ref. Default: False.
             target_only (bool): Only examine Relationships for which this
                 object is the target_ref. Default: False.
+            filters (list): list of additional filters the related objects must
+                match.
 
         Returns:
             list: The STIX objects related to the given STIX object.
@@ -416,8 +418,16 @@ class DataSource(with_metaclass(ABCMeta)):
             ids.update((r.source_ref, r.target_ref))
         ids.remove(obj_id)
 
+        # Assemble filters
+        filter_list = []
+        if filters:
+            if isinstance(filters, list):
+                filter_list.extend(filters)
+            else:
+                filter_list.append(filters)
+
         for i in ids:
-            results.append(self.get(i))
+            results.extend(self.query(filter_list + [Filter('id', '=', i)]))
 
         return results
 
diff --git a/stix2/test/test_workbench.py b/stix2/test/test_workbench.py
index c25cf1a..a8edfbc 100644
--- a/stix2/test/test_workbench.py
+++ b/stix2/test/test_workbench.py
@@ -181,6 +181,19 @@ def test_workbench_related():
     assert len(resp) == 1
 
 
+def test_workbench_related_with_filters():
+    malware = Malware(labels=["ransomware"], name="CryptorBit", created_by_ref=IDENTITY_ID)
+    rel = stix2.Relationship(malware.id, 'variant-of', MALWARE_ID)
+    add([malware, rel])
+
+    filters = [stix2.Filter('created_by_ref', '=', IDENTITY_ID)]
+    resp = get(MALWARE_ID).related(filters=filters)
+
+    assert len(resp) == 1
+    assert resp[0].name == malware.name
+    assert resp[0].created_by_ref == IDENTITY_ID
+
+
 def test_add_data_source():
     fs_path = os.path.join(os.path.dirname(os.path.realpath(__file__)), "stix2_data")
     fs = stix2.FileSystemSource(fs_path)