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@@ -38,13 +38,12 @@
 
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-                    <h3 class="font-semibold mb-2">enviPath - The Environmental Contaminant Biotransformation Pathway Resource</h3>
+                    <h3 class="font-semibold mb-2">Advancements in biotransformation pathway prediction: enhancements, datasets, and novel functionalities in enviPath</h3>
                     <p class="text-sm mb-4">
-                        <strong>Authors:</strong> Wicker, J., Lorsbach, T., Gütlein, M., Schmid, E., Latino, D.,
-                        Kramer, S., Fenner, K.<br>
-                        <strong>Journal:</strong> Nucleic Acids Research, 44(D1), D502-D508<br>
-                        <strong>Year:</strong> 2016<br>
-                        <strong>DOI:</strong> <a href="https://doi.org/10.1093/nar/gkv1229" target="_blank" class="link link-primary">10.1093/nar/gkv1229</a>
+                        <strong>Authors:</strong> Hafner, J., Lorsbach, T., Schmidt, S., Brydon, L., Dost, K., Zhang, K., Fenner, K., and Wicker, J.<br>
+                        <strong>Journal:</strong> Journal of Cheminformatics, 16(1), 93<br>
+                        <strong>Year:</strong> 2024<br>
+                        <strong>DOI:</strong> <a href="https://doi.org/10.1186/s13321-024-00881-6" target="_blank" class="link link-primary">10.1186/s13321-024-00881-6</a>
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                             Show BibTeX
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-                            <pre class="text-xs overflow-x-auto"><code>@article{wicker2016envipath,
-  title={enviPath--the environmental contaminant biotransformation pathway resource},
-  author={Wicker, J{\"o}rg and Lorsbach, Tim and G{\"u}tlein, Martin and Schmid, Emanuel and Latino, Diogo and Kramer, Stefan and Fenner, Kathrin},
-  journal={Nucleic Acids Research},
-  volume={44},
-  number={D1},
-  pages={D502--D508},
-  year={2016},
-  publisher={Oxford University Press},
-  doi={10.1093/nar/gkv1229}
+                            <pre class="text-xs overflow-x-auto"><code>@ARTICLE{Hafner2024,
+title     = "Advancements in biotransformation pathway prediction:
+                enhancements, datasets, and novel functionalities in enviPath",
+author    = "Hafner, Jasmin and Lorsbach, Tim and Schmidt, Sebastian and
+                Brydon, Liam and Dost, Katharina and Zhang, Kunyang and Fenner,
+                Kathrin and Wicker, J{\"o}rg",
+journal   = "J. Cheminform.",
+publisher = "Springer Science and Business Media LLC",
+volume    =  16,
+number    =  1,
+pages     = "93",
+month     =  aug,
+year      =  2024,
+doi       = "10.1186/s13321-024-00881-6"
 }</code></pre>
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@@ -113,12 +116,10 @@
                         If you use the Transformer-based prediction model, please cite:
                     </p>
                     <p class="text-sm mb-4">
-                        <strong>Authors:</strong> Probst, D., Manica, M., Nana Teukam, Y.G., Castrogiovanni, A.,
-                        Paratore, F., Laino, T.<br>
-                        <strong>Journal:</strong> [Journal information]<br>
-                        <strong>Year:</strong> 2022<br>
-                        <strong>Note:</strong> Please check the latest publication details
-                    </p>
+                        <strong>Authors:</strong> Brydon, L., Zhang, K., Dobbie, G., Taškova, K., and Wicker, J.<br>
+                        <strong>Journal:</strong> Journal of Cheminformatics, 17(1), 21<br>
+                        <strong>Year:</strong> 2025<br>
+                        <strong>DOI:</strong> <a href="https://doi.org/10.1186/s13321-025-00969-7" target="_blank" class="link link-primary">10.1186/s13321-025-00969-7</a>
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