diff --git a/docs/as1/as1.0.ipynb b/docs/as1/as1.0.ipynb
index 2c8c7a6..cfef192 100644
--- a/docs/as1/as1.0.ipynb
+++ b/docs/as1/as1.0.ipynb
@@ -90,7 +90,7 @@
     "## Literature sample sets\n",
     "This release also includes data from one study openly available in the literature: \n",
     "\n",
-    "- thakare-2022 - [Thakare _et al_, 2022](https://www.nature.com/articles/s41598-022-07462-3)."
+    "- thakare-2022 - [The genome trilogy of Anopheles stephensi, an urban malaria vector, reveals structure of a locus associated with adaptation to environmental heterogeneity](https://www.nature.com/articles/s41598-022-07462-3)."
    ]
   },
   {