diff --git a/README.md b/README.md
index 76578cb..d64ad0a 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # SSAM-lite-server
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](./LICENSE)
-[![DOI:10.1101/2021.09.2x.xxxxxxxx](http://img.shields.io/badge/DOI-10.1101/2021.09.2x.xxxxxxxx-B31B1B.svg)](https://doi.org/10.1101/2021.09.2x.xxxxxxxx)
+[![DOI:10.1101/2021.09.29.462194](http://img.shields.io/badge/DOI-10.1101/2021.09.29.462194-B31B1B.svg)](https://doi.org/10.1101/2021.09.29.462194)
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5517607.svg)](https://doi.org/10.5281/zenodo.5517607)
 
 ... is a lightweight implementation of the [SSAM framework](https://www.nature.com/articles/s41467-021-23807-4).
@@ -39,12 +39,10 @@ For a list of versions see the [releases](https://github.com/HiDiHlabs/ssam-lite
 
 ## Citations
 
-TODO update Citation when ready
-
-Sebastian Tiesmeyer, Shashwat Sahay, Niklas Mueller-Boetticher, Roland Eils, Sebastian Mackowiak, Naveed Ishaque.
+Sebastian Tiesmeyer, Shashwat Sahay, Niklas Müller-Bötticher, Roland Eils, Sebastian D. Mackowiak, Naveed Ishaque.
 2021.
-"[SSAM-lite: a light-weight web-based framework for analysis of spatially resolved transcriptomics data](https://biorxiv.org)"
-*bioRxiv*. doi: 10.1101/2021....
+"[SSAM-lite: a light-weight web app for rapid analysis of spatially resolved transcriptomics data](https://www.biorxiv.org/content/10.1101/2021.09.29.462194)"
+*bioRxiv*. doi: 10.1101/2021.09.29.462194
 
 
 ## Sample data
diff --git a/app/templates/indexMain.html b/app/templates/indexMain.html
index cb6e9ef..182854d 100644
--- a/app/templates/indexMain.html
+++ b/app/templates/indexMain.html
@@ -541,8 +541,8 @@ <h1 class="cover-heading">About</h1>
                         to learn more about the methods.
                     </div>
                     <div style="text-align: center; padding: 15px;">
-                        SSAM-lite has been designed and implemented by Seastian Tiesmeyer at the Berlin Institute of Health.
-                        Learn more about SSAM-lite <a href="https://www.biorxiv.org/" target="_blank" rel="noopener noreferrer"><u>here</u></a>. <!-- TODO update Link. -->
+                        SSAM-lite-Server has been designed and implemented by Seastian Tiesmeyer and Shashwat Sahay at the Berlin Institute of Health.
+                        Learn more about SSAM-lite <a href="https://www.biorxiv.org/content/10.1101/2021.09.29.462194" target="_blank" rel="noopener noreferrer"><u>here</u></a>.
                     </div>
                     <div style="text-align: center; padding: 15px;">
                         For a comprehensive documentation of the SSAM-lite tool check out our 
@@ -552,7 +552,8 @@ <h1 class="cover-heading">About</h1>
                         If you are using SSAM-lite for your research please cite:
                     </div>
                     <div style="text-align: center; padding-top: 5px; padding-bottom: 50px;">
-                        Tiesmeyer S, et al. 2021. SSAM-lite. <i>bioRxiv</i>. doi: 10.1101/2021.... <!-- TODO update citation -->
+                        Tiesmeyer S, et al. 2021. SSAM-lite: a light-weight web app for rapid analysis of spatially resolved transcriptomics data.
+                        <i>bioRxiv</i>. doi: 10.1101/2021.09.29.462194
                     </div>
                     
 
@@ -572,8 +573,8 @@ <h1 class="cover-heading">About</h1>
 
 
                         <div class="d-flex">
-                            <a href="https://www.biorxiv.org/content/10.1101/800748v2" target="_blank" 
-                                rel="noopener noreferrer">
+                            <a href="https://www.biorxiv.org/content/10.1101/2021.09.29.462194" target="_blank"
+                            rel="noopener noreferrer">
                                 <img src="{{ url_for('static', filename='img/logo_biorxiv.png')}}"
                                     style="height: 40px; width: auto; padding: 5px;">
                             </a> <!-- TODO update Link. -->