diff --git a/app/stores/CollectionsStore.js b/app/stores/CollectionsStore.js
index 45c4dbb95..919e96dba 100644
--- a/app/stores/CollectionsStore.js
+++ b/app/stores/CollectionsStore.js
@@ -8,6 +8,7 @@ import stores from 'stores';
 import Collection from 'models/Collection';
 import ErrorsStore from 'stores/ErrorsStore';
 import UiStore from 'stores/UiStore';
+import naturalSort from 'shared/utils/naturalSort';
 import type { PaginationParams } from 'types';
 
 type Options = {
@@ -42,7 +43,7 @@ class CollectionsStore {
 
   @computed
   get orderedData(): Collection[] {
-    return _.sortBy(this.data.values(), 'name');
+    return naturalSort(Array.from(this.data.values()), 'name');
   }
 
   /**
diff --git a/app/stores/CollectionsStore.test.js b/app/stores/CollectionsStore.test.js
deleted file mode 100644
index 841ca4efa..000000000
--- a/app/stores/CollectionsStore.test.js
+++ /dev/null
@@ -1,43 +0,0 @@
-/* eslint-disable */
-import CollectionsStore from './CollectionsStore';
-const { client } = require('utils/ApiClient');
-
-describe('CollectionsStore', () => {
-  let store;
-
-  beforeEach(() => {
-    store = new CollectionsStore({});
-  });
-
-  describe('#fetchPage', () => {
-    test('should load stores', async () => {
-      client.post = jest.fn(() => ({
-        data: [
-          {
-            id: 123,
-            name: 'New collection',
-          },
-        ],
-      }))
-
-      await store.fetchPage();
-
-      expect(client.post).toHaveBeenCalledWith('/collections.list', undefined);
-      expect(store.data.size).toBe(1);
-      expect(store.data.values()[0].name).toBe('New collection');
-    });
-
-    test('should report errors', async () => {
-      client.post = jest.fn(() => Promise.reject())
-      store.errors = {
-        add: jest.fn(),
-      };
-
-      await store.fetchPage();
-
-      expect(store.errors.add).toHaveBeenCalledWith(
-        'Failed to load collections'
-      );
-    });
-  });
-});
diff --git a/package.json b/package.json
index e0c92fcb6..b910fa018 100644
--- a/package.json
+++ b/package.json
@@ -136,6 +136,7 @@
     "mobx-react": "^4.1.8",
     "mobx-react-devtools": "^4.2.11",
     "moment": "2.13.0",
+    "natural-sort": "^1.0.0",
     "node-dev": "3.1.0",
     "nodemailer": "^4.4.0",
     "normalize.css": "^7.0.0",
diff --git a/server/presenters/collection.js b/server/presenters/collection.js
index 89dfe11e8..965aad8ca 100644
--- a/server/presenters/collection.js
+++ b/server/presenters/collection.js
@@ -1,7 +1,7 @@
 // @flow
-import _ from 'lodash';
 import { Collection } from '../models';
 import presentDocument from './document';
+import naturalSort from '../../shared/utils/naturalSort';
 
 type Document = {
   children: Document[],
@@ -11,7 +11,7 @@ type Document = {
 };
 
 const sortDocuments = (documents: Document[]) => {
-  const orderedDocs = _.sortBy(documents, ['title']);
+  const orderedDocs = naturalSort(documents, 'title');
   return orderedDocs.map(document => ({
     ...document,
     children: sortDocuments(document.children),
diff --git a/shared/utils/naturalSort.js b/shared/utils/naturalSort.js
new file mode 100644
index 000000000..3cfb0a251
--- /dev/null
+++ b/shared/utils/naturalSort.js
@@ -0,0 +1,10 @@
+// @flow
+
+import _ from 'lodash';
+import naturalSort from 'natural-sort';
+
+export default (sortableArray: Object[], key: string) => {
+  let keys = sortableArray.map(object => object[key]);
+  keys.sort(naturalSort());
+  return _.sortBy(sortableArray, object => keys.indexOf(object[key]));
+};
diff --git a/yarn.lock b/yarn.lock
index 1024d6ffe..406c66d79 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -6628,6 +6628,10 @@ natural-compare@^1.4.0:
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/natural-compare/-/natural-compare-1.4.0.tgz#4abebfeed7541f2c27acfb29bdbbd15c8d5ba4f7"
 
+natural-sort@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/natural-sort/-/natural-sort-1.0.0.tgz#eac301fd86c268a771222c62dc7719402aa34380"
+
 ncname@1.0.x:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/ncname/-/ncname-1.0.0.tgz#5b57ad18b1ca092864ef62b0b1ed8194f383b71c"