diff --git a/docs/as1/as1.0.ipynb b/docs/as1/as1.0.ipynb
index e3bca20..2c8c7a6 100644
--- a/docs/as1/as1.0.ipynb
+++ b/docs/as1/as1.0.ipynb
@@ -49,63 +49,38 @@
     "id": "iNSicUCtpk8j"
    },
    "source": [
-    "<a name=\"studies\"></a>\n",
     "## Partner studies\n",
     "\n",
-    "The samples were contributed by partner institutions from various countries. The surname and primary institution of the lead principle investigator/s contributing samples to the study, and the sample country of origin, are detailed below. \n",
+    "### Wild-collected samples\n",
     "\n",
-    "Enquiries about the samples and studies may be directed in the first instance to Tristan Dennis (tristan.dennis@lstmed.ac.uk), David Weetman (david.weetman@lstmed.ac.uk) or Martin Donnelly (martin.donnelly@lstmed.ac.uk).\n",
+    "- [1363-VO-ET-GADISA](https://www.malariagen.net/partner_study/1363-vo-et-gadisa/) - _Anopheles stephensi_ vector surveillance in Ethiopia\n",
     "\n",
-    "### 1363-VO-ET-GADISA-VMF00316 (Ethiopia)\n",
+    "- [1364-VO-SD-KAFY](https://www.malariagen.net/partner_study/1364-vo-sd-kafy/) - _Anopheles stephensi_ vector surveillance in Sudan\n",
     "\n",
-    "* Endalamaw Gadisa, Armaeur Hansen Research Institute, Ethiopia.\n",
+    "- [1365-VO-DJ-ADBI](https://www.malariagen.net/partner_study/1365-vo-dj-abdi/) - _Anopheles stephensi_ vector surveillance in Djibouti\n",
     "\n",
-    "### 1364-VO-SD-KAFY-VMF00317 (Sudan)\n",
+    "- [1366-VO-YE-ALLAN](https://www.malariagen.net/partner_study/1366-vo-ye-allan/) - _Anopheles stephensi_ vector surveillance in Yemen\n",
     "\n",
-    "* Hmooda Toto Kafy, University of Khartoum, Sudan.\n",
-    "* Elfatih Malik, University of Khartoum, Sudan.\n",
+    "- [1367-VO-AF-DONNELLY](https://www.malariagen.net/partner_study/1367-vo-af-donnelly/) - _Anopheles stephensi_ vector surveillance in Afghanistan\n",
     "\n",
-    "### 1365-VO-DJ-ADBI-VMF00318 (Djibouti)\n",
+    "- [1368-VO-PK-DONNELLY](https://www.malariagen.net/partner_study/1368-vo-pk-donnelly/) - _Anopheles stephensi_ vector surveillance in Pakistan\n",
     "\n",
-    "* Bouh Abdi Khaireh, Association Mutualis, Djibouti.\n",
+    "- [1369-VO-SA-AL-NAZAWI](https://www.malariagen.net/partner_study/1369-vo-sa-al-nazawi/) - _Anopheles stephensi_ vector surveillance in Saudi Arabia\n",
     "\n",
-    "### 1366-VO-YE-ALLAN-VMF00319 (Yemen)\n",
+    "- [1370-VO-IR-ENAYATI](https://www.malariagen.net/partner_study/1370-vo-ir-enayati/) - _Anopheles stephensi_ vector surveillance in Iran\n",
     "\n",
-    "* Richard Allan, MENTOR Initiative, United Kingdom.\n",
+    "- [1386-VO-KE-OCHOMO](https://www.malariagen.net/partner_study/1386-vo-ke-ochomo/) - _Anopheles stephensi_ vector surveillance in Kenya\n",
     "\n",
-    "### 1367-VO-AF-DONNELLY-VMF00320 (Afghanistan)\n",
+    "- [1458-VO-ET-YEWHALAW](https://www.malariagen.net/partner_study/1458-vo-et-yewhalaw/) - _Anopheles stephensi_ vector surveillance in Ethiopia\n",
     "\n",
-    "* Martin Donnelly, Liverpool School of Tropical Medicine, United Kingdom.\n",
+    "- [1459-VO-SD-AHMED](https://www.malariagen.net/partner_study/1459-vo-sd-ahmed/)- _Anopheles stephensi_ vector surveillance in Sudan\n",
     "\n",
-    "### 1368-VO-PK-DONNELLY-VMF00321 (Pakistan)\n",
+    " \n",
+    "### Laboratory colonies derived from wild-collected samples\n",
     "\n",
-    "* Martin Donnelly, Liverpool School of Tropical Medicine, United Kingdom.\n",
-    "\n",
-    "### 1369-VO-SA-AL-NAZAWI-VMF00322 (Saudi Arabia)\n",
-    "\n",
-    "* Ashwaq Al-Nazawi, Jazan University, Saudi Arabia. \n",
-    "\n",
-    "### 1370-VO-IR-ENAYATI-VMF00323 (Iran)\n",
-    "\n",
-    "* Ahmadali Enayati, Mazandaran University of Medical Sciences, Iran.\n",
-    "\n",
-    "### 1385-VO-DJ-WEETMAN-VMF00338 (United Kingdom).\n",
-    "\n",
-    "* David Weetman, Liverpool School of Tropical Medicine, United Kingdom.\n",
-    "* N.B. These are colony mosquitoes derived from wild-collected samples in Djibouti.\n",
-    "\n",
-    "### 1386-VO-KE-OCHOMO-VMF00339 (Kenya)\n",
-    "\n",
-    "* Eric Ochomo, Kenya Medical Research Institute (KEMRI), Kenya\n",
-    "\n",
-    "### 1458-VO-ET-YEWHALAW-VMF00340 (Ethiopia)\n",
-    "\n",
-    "* Delenasaw Yewhalaw, Jimma University, Ethiopia.\n",
-    "\n",
-    "### 1459-VO-SD-AHMED-VMF00342\n",
-    "\n",
-    "* Ayman Ahmed, University of Khartoum, Sudan.\n",
-    " \n"
+    "- [1385-VO-DJ-WEETMAN](https://www.malariagen.net/partner_study/1385-vo-dj-weetman/) - _Anopheles stephensi_ vector surveillance in Djibouti\n",
+    " \n",
+    "Enquiries about the samples and studies may be directed in the first instance to Tristan Dennis (tristan.dennis@lstmed.ac.uk), David Weetman (david.weetman@lstmed.ac.uk) or Martin Donnelly (martin.donnelly@lstmed.ac.uk)."
    ]
   },
   {
@@ -115,9 +90,7 @@
     "## Literature sample sets\n",
     "This release also includes data from one study openly available in the literature: \n",
     "\n",
-    "### thakare-2022\n",
-    "\n",
-    "* Previously published data from [Thakare _et al_, 2022](https://www.nature.com/articles/s41598-022-07462-3)."
+    "- thakare-2022 - [Thakare _et al_, 2022](https://www.nature.com/articles/s41598-022-07462-3)."
    ]
   },
   {