diff --git a/gitlab-changelog.py b/gitlab-changelog.py
index a1c00f57a26789a62d9229a79da0e4d48632b394..7e5d11b2cbbdaf307825538cd76f9e1c2262f3d6 100755
--- a/gitlab-changelog.py
+++ b/gitlab-changelog.py
@@ -100,6 +100,11 @@ def get_issues_and_merge_requests(commit, gl_project_name):
         if matches:
             issues.add(int(matches.group(1)))
 
+        # Part-of: <https://gitlab.gnome.org/GNOME/gnome-initial-setup/-/merge_requests/119>
+        matches = re.search(r'^Part-of: <https://gitlab.gnome.org/{}/-/merge_requests/(\d+)>$'.format(gl_project_name), line)
+        if matches:
+            merge_requests.add(int(matches.group(1)))
+
         # https://gitlab.gnome.org/GNOME/glib/issues/1620
         # https://gitlab.gnome.org/GNOME/glib/merge_requests/554
         prefix = 'https://gitlab.gnome.org/{}/'.format(gl_project_name)