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@ARTICLE{Shen:281647,
      author       = {Shen, Xueyi and Barbu, Miruna and Caramaschi, Doretta and
                      Arathimos, Ryan and Czamara, Darina and David, Friederike S
                      and Dearman, Anna and Dilkes, Evelyn and Herrera-Rivero,
                      Marisol and Huider, Floris and Kühn, Luise and Lu,
                      Kuan-Chen and Palviainen, Teemu and Schowe, Alicia M and
                      Shireby, Gemma and Weihs, Antoine and Wong, Chloe C Y and
                      Davyson, Eleanor and Casey, Hannah and Adams, Mark J and
                      Allgaier, Antje-Kathrin and Barber, Michael and Burrage, Joe
                      and Caspi, Avshalom and Costeira, Ricardo and Dunn, Erin C
                      and Feldmann, Lisa and Frank, Josef and Freisleder, Franz J
                      and Gadd, Danni A and Greimel, Ellen and Hannon, Eilis and
                      Harris, Sarah E and Homuth, Georg and Howard, David M and
                      Iurato, Stella and Korhonen, Tellervo and Lu, Tzu-Pin and
                      Martin, Nicholas G and Martins, Jade and McDermott, Edel and
                      Meinert, Susanne and Navarro, Pau and Ollikainen, Miina and
                      Pehl, Verena and Piechaczek, Charlotte and Scherff, Aline D
                      and Stein, Frederike and Streit, Fabian and Teumer,
                      Alexander and Völzke, Henry and van Dongen, Jenny and
                      Walker, Rosie M and Yusupov, Natan and Arseneault, Louise
                      and Bell, Jordana T and Berger, Klaus and Binder, Elisabeth
                      and Boomsma, Dorret I and Cox, Simon R and Dannlowski, Udo
                      and Evans, Kathryn L and Fisher, Helen L and Forstner,
                      Andreas J and Grabe, Hans J and Kaprio, Jaakko and Kircher,
                      Tilo and Kopf-Beck, Johannes and Kumari, Meena and Kuo,
                      Po-Hsiu and Li, Qingqin S and Moffitt, Terrie E and Mulcahy,
                      Hugh and Murphy, Therese M and Schulte-Körne, Gerd and
                      Mill, Jonathan and Lewis, Cathryn M and Wray, Naomi R and
                      McIntosh, Andrew M},
      collaboration = {Group, PGC MDD Working},
      othercontributors = {Shen, Xueyi and Caramaschi, Doretta and Arathimos, Ryan and
                          Czamara, Darina and David, Friederike S and Dearman, Anna
                          and Dilkes, Evelyn and Herrera-Rivero, Marisol and Huider,
                          Floris and Kühn, Luise and Lu, Kuan-Chen and Palviainen,
                          Teemu and Schowe, Alicia M and Shireby, Gemma and Weihs,
                          Antoine and Wong, Chloe C Y and Adams, Mark J and Allgaier,
                          Antje-Kathrin and Barber, Michael and Burrage, Joe and
                          Caspi, Avshalom and Costeira, Ricardo and Dunn, Erin C and
                          Feldmann, Lisa and Frank, Josef and Freisleder, Franz J and
                          Greimel, Ellen and Hannon, Eilis and Homuth, Georg and
                          Howard, David M and Iurato, Stella and Korhonen, Tellervo
                          and Lu, Tzu-Pin and Martin, Nicholas G and Martins, Jade and
                          McDermott, Edel and Meinert, Susanne and Ollikainen, Miina
                          and Pehl, Verena and Piechaczek, Charlotte and Scherff,
                          Aline D and Stein, Frederike and Streit, Fabian and Teumer,
                          Alexander and Völzke, Henry and Yusupov, Natan and
                          Arseneault, Louise and Bell, Jordana T and Berger, Klaus and
                          Binder, Elisabeth and Boomsma, Dorret I and Dannlowski, Udo
                          and Fisher, Helen L and Forstner, Andreas J and Grabe, Hans
                          and Kaprio, Jaakko and Kircher, Tilo and Kopf-Beck, Johannes
                          and Kumari, Meena and Kuo, Po-Hsiu and Li, Qingqin S and
                          Moffitt, Terrie E and Mulcahy, Hugh and Murphy, Therese M
                          and Schulte-Körne, Gerd and Lewis, Cathryn M and van
                          Dongen, Jenny and Wray, Naomi R and McIntosh, Andrew M},
      title        = {{A} methylome-wide association study of major depression
                      with out-of-sample case-control classification and
                      trans-ancestry comparison.},
      journal      = {Nature Mental Health},
      volume       = {3},
      number       = {10},
      issn         = {2731-6076},
      address      = {London},
      publisher    = {Nature Publishing Group UK},
      reportid     = {DZNE-2025-01165},
      pages        = {1152 - 1167},
      year         = {2025},
      abstract     = {Major depression (MD) is a leading cause of global disease
                      burden, and both experimental and population-based studies
                      suggest that differences in DNA methylation may be
                      associated with the condition. However, previous DNA
                      methylation studies have, so far, not been widely
                      replicated, suggesting a need for larger meta-analysis
                      studies. Here we conducted a meta-analysis of methylome-wide
                      association analysis for lifetime MD across 18 studies of
                      24,754 European-ancestry participants (5,443 MD cases) and
                      an East Asian sample (243 cases, 1,846 controls). We
                      identified 15 CpG sites associated with lifetime MD with
                      methylome-wide significance. The methylation score created
                      using the methylome-wide association analysis summary
                      statistics was significantly associated with MD status in an
                      out-of-sample classification analysis (area under the curve
                      0.53). Methylation score was also associated with five
                      inflammatory markers, with the strongest association found
                      with tumor necrosis factor beta. Mendelian randomization
                      analysis revealed 23 CpG sites potentially causally linked
                      to MD, with 7 replicated in an independent dataset. Our
                      study provides evidence that variations in DNA methylation
                      are associated with MD, and further evidence supporting
                      involvement of the immune system.},
      keywords     = {DNA methylation (Other) / Depression (Other) / Epigenomics
                      (Other) / Predictive markers (Other)},
      cin          = {AG Hoffmann / AG Grabe},
      ddc          = {610},
      cid          = {I:(DE-2719)1510600 / I:(DE-2719)5000001},
      pnm          = {353 - Clinical and Health Care Research (POF4-353)},
      pid          = {G:(DE-HGF)POF4-353},
      typ          = {PUB:(DE-HGF)16},
      pubmed       = {pmid:41069367},
      pmc          = {pmc:PMC12504109},
      doi          = {10.1038/s44220-025-00486-4},
      url          = {https://pub.dzne.de/record/281647},
}