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        <item rdf:about="https://www.nature.com/articles/s41588-026-02571-5">
            <title><![CDATA[Machine learning in prediction and classification of type 1 diabetes]]></title>
            <link>https://www.nature.com/articles/s41588-026-02571-5</link>
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                <![CDATA[<p>Nature Genetics, Published online: 30 April 2026; <a href="https://www.nature.com/articles/s41588-026-02571-5">doi:10.1038/s41588-026-02571-5</a></p>Genetic prediction of type 1 diabetes is one of the most successful for complex traits. A machine learning approach now improves this further and discovers multiple non-linear locus–locus interactions and molecular subclusters with differing clinical features.]]></content:encoded>
            <dc:title><![CDATA[Machine learning in prediction and classification of type 1 diabetes]]></dc:title>
            <dc:creator>Yangxi Li</dc:creator><dc:creator>Constantin Polychronakos</dc:creator>
            <dc:identifier>doi:10.1038/s41588-026-02571-5</dc:identifier>
            <dc:source>Nature Genetics, Published online: 2026-04-30; | doi:10.1038/s41588-026-02571-5</dc:source>
            <dc:date>2026-04-30</dc:date>
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        <item rdf:about="https://www.nature.com/articles/s41588-026-02578-y">
            <title><![CDATA[Genetic association and machine learning improve the prediction of type 1 diabetes risk]]></title>
            <link>https://www.nature.com/articles/s41588-026-02578-y</link>
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                <![CDATA[<p>Nature Genetics, Published online: 30 April 2026; <a href="https://www.nature.com/articles/s41588-026-02578-y">doi:10.1038/s41588-026-02578-y</a></p>Genome-wide association and fine-mapping analyses of type 1 diabetes (T1D) identify multiple genetic risk signals. Furthermore, a machine learning model, T1GRS, improves the prediction of T1D in individuals with complex risk profiles and identifies genetic subgroups.]]></content:encoded>
            <dc:title><![CDATA[Genetic association and machine learning improve the prediction of type 1 diabetes risk]]></dc:title>
            <dc:creator>Carolyn McGrail</dc:creator><dc:creator>Timothy J. Sears</dc:creator><dc:creator>Emily N. Griffin</dc:creator><dc:creator>Alexandra L. Ghaben</dc:creator><dc:creator>Patrick Smadbeck</dc:creator><dc:creator>Jason Flannick</dc:creator><dc:creator>Parul Kudtarkar</dc:creator><dc:creator>Hannah Carter</dc:creator><dc:creator>Kyle Gaulton</dc:creator>
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            <dc:source>Nature Genetics, Published online: 2026-04-30; | doi:10.1038/s41588-026-02578-y</dc:source>
            <dc:date>2026-04-30</dc:date>
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            <title><![CDATA[Multi-ancestry genome-wide association and integrated multi-omics analyses of endometriosis and its clinical manifestations]]></title>
            <link>https://www.nature.com/articles/s41588-026-02582-2</link>
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                <![CDATA[<p>Nature Genetics, Published online: 29 April 2026; <a href="https://www.nature.com/articles/s41588-026-02582-2">doi:10.1038/s41588-026-02582-2</a></p>Multi-ancestry genome-wide association analyses coupled with multi-omics integration identify new risk loci for endometriosis and adenomyosis, shed light on underlying molecular mechanisms and suggest potential therapeutic interventions.]]></content:encoded>
            <dc:title><![CDATA[Multi-ancestry genome-wide association and integrated multi-omics analyses of endometriosis and its clinical manifestations]]></dc:title>
            <dc:creator>Dora Koller</dc:creator><dc:creator>Jun He</dc:creator><dc:creator>Solveig Løkhammer</dc:creator><dc:creator>Selena Aranda</dc:creator><dc:creator>Dan Qiu</dc:creator><dc:creator>David Davtian</dc:creator><dc:creator>Qianyu Chen</dc:creator><dc:creator>Ziang Xu</dc:creator><dc:creator>Zhongzheng Mao</dc:creator><dc:creator>Eleni Friligkou</dc:creator><dc:creator>Sefayet Karaca</dc:creator><dc:creator>Bru Cormand</dc:creator><dc:creator>Idhaliz Flores</dc:creator><dc:creator>Signe Altmäe</dc:creator><dc:creator>Marina Mitjans</dc:creator><dc:creator>Brenda Cabrera-Mendoza</dc:creator><dc:creator>Renato Polimanti</dc:creator>
            <dc:identifier>doi:10.1038/s41588-026-02582-2</dc:identifier>
            <dc:source>Nature Genetics, Published online: 2026-04-29; | doi:10.1038/s41588-026-02582-2</dc:source>
            <dc:date>2026-04-29</dc:date>
            <prism:publicationName>Nature Genetics</prism:publicationName>
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        <item rdf:about="https://www.nature.com/articles/s41588-026-02609-8">
            <title><![CDATA[Author Correction: Challenges and future directions for Mendelian randomization]]></title>
            <link>https://www.nature.com/articles/s41588-026-02609-8</link>
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                <![CDATA[<p>Nature Genetics, Published online: 28 April 2026; <a href="https://www.nature.com/articles/s41588-026-02609-8">doi:10.1038/s41588-026-02609-8</a></p>Author Correction: Challenges and future directions for Mendelian randomization]]></content:encoded>
            <dc:title><![CDATA[Author Correction: Challenges and future directions for Mendelian randomization]]></dc:title>
            <dc:creator>Eleanor Sanderson</dc:creator><dc:creator>Michael G. Levin</dc:creator><dc:creator>Venexia Walker</dc:creator><dc:creator>Shuai Yuan</dc:creator><dc:creator>Isabella Badini</dc:creator><dc:creator>Julia Dolce</dc:creator><dc:creator>Karina J. Mahida</dc:creator><dc:creator>Ju-Woo Nho</dc:creator><dc:creator>Jean-Baptiste Pingault</dc:creator><dc:creator>Scott M. Damrauer</dc:creator><dc:creator>Gibran Hemani</dc:creator><dc:creator>Neil M. Davies</dc:creator>
            <dc:identifier>doi:10.1038/s41588-026-02609-8</dc:identifier>
            <dc:source>Nature Genetics, Published online: 2026-04-28; | doi:10.1038/s41588-026-02609-8</dc:source>
            <dc:date>2026-04-28</dc:date>
            <prism:publicationName>Nature Genetics</prism:publicationName>
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        <item rdf:about="https://www.nature.com/articles/s41588-026-02608-9">
            <title><![CDATA[Publisher Correction: Multi-ancestry genome-wide association study of severe pregnancy nausea and vomiting]]></title>
            <link>https://www.nature.com/articles/s41588-026-02608-9</link>
            <content:encoded>
                <![CDATA[<p>Nature Genetics, Published online: 28 April 2026; <a href="https://www.nature.com/articles/s41588-026-02608-9">doi:10.1038/s41588-026-02608-9</a></p>Publisher Correction: Multi-ancestry genome-wide association study of severe pregnancy nausea and vomiting]]></content:encoded>
            <dc:title><![CDATA[Publisher Correction: Multi-ancestry genome-wide association study of severe pregnancy nausea and vomiting]]></dc:title>
            <dc:creator>Marlena Fejzo</dc:creator><dc:creator>Xinran Wang</dc:creator><dc:creator>Qing Tan</dc:creator><dc:creator>Julia Zöllner</dc:creator><dc:creator>Natàlia Pujol-Gualdo</dc:creator><dc:creator>Triin Laisk</dc:creator><dc:creator>Andres Metspalu</dc:creator><dc:creator>Lili Milani</dc:creator><dc:creator>Tõnu Esko</dc:creator><dc:creator>Reedik Mägi</dc:creator><dc:creator>Mari Nelis</dc:creator><dc:creator>Georgi Hudjashov</dc:creator><dc:creator>Sarah Finer</dc:creator><dc:creator>David A. van Heel</dc:creator><dc:creator>Eamonn Maher</dc:creator><dc:creator>Shabana Chaudhary</dc:creator><dc:creator>Joseph Gafton</dc:creator><dc:creator>Karen A. Hunt</dc:creator><dc:creator>Shapna Hussain</dc:creator><dc:creator>Kamrul Islam</dc:creator><dc:creator>Mohammed Bodrul Mazid</dc:creator><dc:creator>Elizabeth Owor</dc:creator><dc:creator>Jessry Russell</dc:creator><dc:creator>Nishat Safa</dc:creator><dc:creator>John Solly</dc:creator><dc:creator>Marie Spreckley</dc:creator><dc:creator>Jan Whalley</dc:creator><dc:creator>Ishevanhu Zengeya</dc:creator><dc:creator>Emily Mantle</dc:creator><dc:creator>Shaheen Akhtar</dc:creator><dc:creator>Samina Ashraf</dc:creator><dc:creator>Dan Mason</dc:creator><dc:creator>John Wright</dc:creator><dc:creator>Daniel MacArthur</dc:creator><dc:creator>Michael Simpson</dc:creator><dc:creator>Richard C. Trembath</dc:creator><dc:creator>Gerome Breen</dc:creator><dc:creator>Raymond Chung</dc:creator><dc:creator>Sang Hyuck Lee</dc:creator><dc:creator>Omar Asgar</dc:creator><dc:creator>Joanne Harvey</dc:creator><dc:creator>Karen Tricker</dc:creator><dc:creator>Caroline Winckley</dc:creator><dc:creator>Hanifa Khatun</dc:creator><dc:creator>Amna Asif</dc:creator><dc:creator>Claudia Langenberg</dc:creator><dc:creator>Grainne Colligan</dc:creator><dc:creator>Ceri Durham</dc:creator><dc:creator>Bill Newman</dc:creator><dc:creator>Ahsan Khan</dc:creator><dc:creator>Hilary Martin</dc:creator><dc:creator>Teng Heng</dc:creator><dc:creator>Matt Hurles</dc:creator><dc:creator>Vivek Iyer</dc:creator><dc:creator>Georgios Kalantzis</dc:creator><dc:creator>Vladimir Ovchinnikov</dc:creator><dc:creator>Iaroslav Popov</dc:creator><dc:creator>Klaudia Walter</dc:creator><dc:creator>Panos Deloukas</dc:creator><dc:creator>David Collier</dc:creator><dc:creator>Ana Angel</dc:creator><dc:creator>Saeed Bidi</dc:creator><dc:creator>Fabiola Eto</dc:creator><dc:creator>Chris Griffiths</dc:creator><dc:creator>Sam Hodgson</dc:creator><dc:creator>Benjamin M. Jacobs</dc:creator><dc:creator>Rohini Mathur</dc:creator><dc:creator>Caroline Morton</dc:creator><dc:creator>Asma Qureshi</dc:creator><dc:creator>Stuart Rison</dc:creator><dc:creator>Annum Salman</dc:creator><dc:creator>Miriam Samuel</dc:creator><dc:creator>Moneeza K. Siddiqui</dc:creator><dc:creator>Daniel Stow</dc:creator><dc:creator>Sabina Yasmin</dc:creator><dc:creator>Sheik Dowlut</dc:creator><dc:creator>Ben Brumpton</dc:creator><dc:creator>Laxmi Bhatta</dc:creator><dc:creator>Kristian Hveem</dc:creator><dc:creator>Elizabeth A. Jasper</dc:creator><dc:creator>Digna R. Velez Edwards</dc:creator><dc:creator>Jacklyn N. Hellwege</dc:creator><dc:creator>Todd Edwards</dc:creator><dc:creator>Gail P. Jarvik</dc:creator><dc:creator>Yuan Luo</dc:creator><dc:creator>Atlas Khan</dc:creator><dc:creator>Kimber MacGibbon</dc:creator><dc:creator>Yuan Gao</dc:creator><dc:creator>Gaoxiang Ge</dc:creator><dc:creator>Inna Averbukh</dc:creator><dc:creator>Erin Soon</dc:creator><dc:creator>Michael Angelo</dc:creator><dc:creator>Per Magnus</dc:creator><dc:creator>Stefan Johansson</dc:creator><dc:creator>Pål R. Njølstad</dc:creator><dc:creator>Artem Kim</dc:creator><dc:creator>Steven Gazal</dc:creator><dc:creator>Marc Vaudel</dc:creator><dc:creator>Chang April Shu</dc:creator><dc:creator>Nicholas Mancuso</dc:creator>
            <dc:identifier>doi:10.1038/s41588-026-02608-9</dc:identifier>
            <dc:source>Nature Genetics, Published online: 2026-04-28; | doi:10.1038/s41588-026-02608-9</dc:source>
            <dc:date>2026-04-28</dc:date>
            <prism:publicationName>Nature Genetics</prism:publicationName>
            <prism:doi>10.1038/s41588-026-02608-9</prism:doi>
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        <item rdf:about="https://www.nature.com/articles/s41588-026-02562-6">
            <title><![CDATA[Insights into human adaptation from ancient DNA]]></title>
            <link>https://www.nature.com/articles/s41588-026-02562-6</link>
            <content:encoded>
                <![CDATA[<p>Nature Genetics, Published online: 28 April 2026; <a href="https://www.nature.com/articles/s41588-026-02562-6">doi:10.1038/s41588-026-02562-6</a></p>This review examines how ancient DNA has transformed our understanding of human adaptation by enabling genetic changes to be tracked directly through time, revealing how past shifts in environment, diet and disease shaped present-day human variation.]]></content:encoded>
            <dc:title><![CDATA[Insights into human adaptation from ancient DNA]]></dc:title>
            <dc:creator>Dina MemarMoshrefi</dc:creator><dc:creator>Olivia L. Johnson</dc:creator><dc:creator>Christian D. Huber</dc:creator>
            <dc:identifier>doi:10.1038/s41588-026-02562-6</dc:identifier>
            <dc:source>Nature Genetics, Published online: 2026-04-28; | doi:10.1038/s41588-026-02562-6</dc:source>
            <dc:date>2026-04-28</dc:date>
            <prism:publicationName>Nature Genetics</prism:publicationName>
            <prism:doi>10.1038/s41588-026-02562-6</prism:doi>
            <prism:url>https://www.nature.com/articles/s41588-026-02562-6</prism:url>
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        <item rdf:about="https://www.nature.com/articles/s41588-026-02579-x">
            <title><![CDATA[Interpretable, flexible and spatially aware integration of multiple spatial transcriptomics datasets from diverse sources]]></title>
            <link>https://www.nature.com/articles/s41588-026-02579-x</link>
            <content:encoded>
                <![CDATA[<p>Nature Genetics, Published online: 27 April 2026; <a href="https://www.nature.com/articles/s41588-026-02579-x">doi:10.1038/s41588-026-02579-x</a></p>INSPIRE addresses challenges to integrating diverse spatial transcriptomics datasets by combining deep learning with non-negative matrix factorization, revealing shared and context-specific spatial gene programs and tissue organization across scales.]]></content:encoded>
            <dc:title><![CDATA[Interpretable, flexible and spatially aware integration of multiple spatial transcriptomics datasets from diverse sources]]></dc:title>
            <dc:creator>Jia Zhao</dc:creator><dc:creator>Xiangyu Zhang</dc:creator><dc:creator>Gefei Wang</dc:creator><dc:creator>Yingxin Lin</dc:creator><dc:creator>Tianyu Liu</dc:creator><dc:creator>Rui B. Chang</dc:creator><dc:creator>Hongyu Zhao</dc:creator>
            <dc:identifier>doi:10.1038/s41588-026-02579-x</dc:identifier>
            <dc:source>Nature Genetics, Published online: 2026-04-27; | doi:10.1038/s41588-026-02579-x</dc:source>
            <dc:date>2026-04-27</dc:date>
            <prism:publicationName>Nature Genetics</prism:publicationName>
            <prism:doi>10.1038/s41588-026-02579-x</prism:doi>
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        <item rdf:about="https://www.nature.com/articles/s41588-026-02580-4">
            <title><![CDATA[Tumor DNA methylation subtypes predict immunotherapy outcomes in pleural mesothelioma patients in the NIBIT-EPI-MESO study]]></title>
            <link>https://www.nature.com/articles/s41588-026-02580-4</link>
            <content:encoded>
                <![CDATA[<p>Nature Genetics, Published online: 27 April 2026; <a href="https://www.nature.com/articles/s41588-026-02580-4">doi:10.1038/s41588-026-02580-4</a></p>Profiling of pleural mesothelioma samples from 91 patients identifies four DNA methylation subtypes that correlate with response to immune checkpoint inhibition and survival]]></content:encoded>
            <dc:title><![CDATA[Tumor DNA methylation subtypes predict immunotherapy outcomes in pleural mesothelioma patients in the NIBIT-EPI-MESO study]]></dc:title>
            <dc:creator>Luana Calabrò</dc:creator><dc:creator>Francesca P. Caruso</dc:creator><dc:creator>Alessia Covre</dc:creator><dc:creator>Teresa M. R. Noviello</dc:creator><dc:creator>Maria F. Lofiego</dc:creator><dc:creator>Rossella Tufano</dc:creator><dc:creator>Luigi Ferraro</dc:creator><dc:creator>Piera Grisolia</dc:creator><dc:creator>Antonio De Falco</dc:creator><dc:creator>Vincenzo Lagano</dc:creator><dc:creator>Francesco Sgambelluri</dc:creator><dc:creator>Giovanna Sabella</dc:creator><dc:creator>Giulia Rossi</dc:creator><dc:creator>Giulia Gibilisco</dc:creator><dc:creator>Francesco Marzani</dc:creator><dc:creator>Emma Bello</dc:creator><dc:creator>Elena Simonetti</dc:creator><dc:creator>Vincenzo D’Alonzo</dc:creator><dc:creator>Michele Caraglia</dc:creator><dc:creator>Sandra Coral</dc:creator><dc:creator>Antonina De Angelis</dc:creator><dc:creator>Luigi Cerbone</dc:creator><dc:creator>Sara Delfanti</dc:creator><dc:creator>Diana Giannarelli</dc:creator><dc:creator>Federica Grosso</dc:creator><dc:creator>Anna Maria Di Giacomo</dc:creator><dc:creator>Massimo Milione</dc:creator><dc:creator>Roberta Mortarini</dc:creator><dc:creator>Andrea Anichini</dc:creator><dc:creator>Michele Ceccarelli</dc:creator><dc:creator>Michele Maio</dc:creator>
            <dc:identifier>doi:10.1038/s41588-026-02580-4</dc:identifier>
            <dc:source>Nature Genetics, Published online: 2026-04-27; | doi:10.1038/s41588-026-02580-4</dc:source>
            <dc:date>2026-04-27</dc:date>
            <prism:publicationName>Nature Genetics</prism:publicationName>
            <prism:doi>10.1038/s41588-026-02580-4</prism:doi>
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