RT Journal Article SR Electronic T1 Genome-wide association studies identify 137 loci for DNA methylation biomarkers of ageing JF bioRxiv FD Cold Spring Harbor Laboratory SP 2020.06.29.133702 DO 10.1101/2020.06.29.133702 A1 Daniel L. McCartney A1 Josine L. Min A1 Rebecca C. Richmond A1 Ake T. Lu A1 Maria K. Sobczyk A1 Gail Davies A1 Linda Broer A1 Xiuqing Guo A1 Ayoung Jeong A1 Jeesun Jung A1 Silva Kasela A1 Seyma Katrinli A1 Pei-Lun Kuo A1 Pamela R. Matias-Garcia A1 Pashupati P. Mishra A1 Marianne Nygaard A1 Teemu Palviainen A1 Amit Patki A1 Laura M. Raffield A1 Scott M. Ratliff A1 Tom G. Richardson A1 Oliver Robinson A1 Mette Soerensen A1 Dianjianyi Sun A1 Pei-Chien Tsai A1 Matthijs D. van der Zee A1 Rosie M. Walker A1 Xiaochuan Wang A1 Yunzhang Wang A1 Rui Xia A1 Zongli Xu A1 Jie Yao A1 Wei Zhao A1 Adolfo Correa A1 Eric Boerwinkle A1 Pierre-Antoine Dugué A1 Peter Durda A1 Hannah R Elliott A1 Christian Gieger A1 The Genetics of DNA Methylation Consortium A1 Eco J.C. de Geus A1 Sarah E. Harris A1 Gibran Hemani A1 Medea Imboden A1 Mika Kähönen A1 Sharon L.R. Kardia A1 Jacob K. Kresovich A1 Shengxu Li A1 Kathryn L. Lunetta A1 Massimo Mangino A1 Dan Mason A1 Andrew M. McIntosh A1 Jonas Mengel-From A1 Ann Zenobia Moore A1 Joanne M. Murabito A1 NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium A1 Miina Ollikainen A1 James S. Pankow A1 Nancy L. Pedersen A1 Annette Peters A1 Silvia Polidoro A1 David J. Porteous A1 Olli Raitakari A1 Stephen S. Rich A1 Dale P. Sandler A1 Elina Sillanpää A1 Alicia K Smith A1 Melissa C. Southey A1 Konstantin Strauch A1 Hemant Tiwari A1 Toshiko Tanaka A1 Therese Tillin A1 Andre G Uitterlinden A1 David J. Van Den Berg A1 Jenny van Dongen A1 James G. Wilson A1 John Wright A1 Idil Yet A1 Donna Arnett A1 Stefania Bandinelli A1 Jordana T. Bell A1 Alexandra M Binder A1 Dorret I Boomsma A1 Wei Chen A1 Kaare Christensen A1 Karen N. Conneely A1 Paul Elliott A1 Luigi Ferrucci A1 Myriam Fornage A1 Sara Hägg A1 Caroline Hayward A1 Marguerite Irvin A1 Jaakko Kaprio A1 Deborah A. Lawlor A1 Terho Lehtimäki A1 Falk W. Lohoff A1 Lili Milani A1 Roger L. Milne A1 Nicole Probst-Hensch A1 Alex P. Reiner A1 Beate Ritz A1 Jerome I. Rotter A1 Jennifer A. Smith A1 Jack A. Taylor A1 Joyce B.J. van Meurs A1 Paolo Vineis A1 Melanie Waldenberger A1 Ian J. Deary A1 Caroline L. Relton A1 Steve Horvath A1 Riccardo E. Marioni YR 2020 UL http://biorxiv.org/content/early/2020/06/30/2020.06.29.133702.abstract AB Biological ageing estimators derived from DNA methylation (DNAm) data are heritable and correlate with morbidity and mortality. Leveraging DNAm and SNP data from >41,000 individuals, we identify 137 genome-wide significant loci (113 novel) from meta-analyses of four epigenetic clocks and epigenetic surrogate markers for granulocyte proportions and plasminogen activator inhibitor 1 levels, respectively. We report strong genetic correlations with longevity and lifestyle factors such as smoking, education, and obesity. Significant associations are observed in polygenic risk score analysis and to a lesser extent in Mendelian randomization analyses. This study illuminates the genetic architecture underlying epigenetic ageing and its shared genetic contributions with lifestyle factors and longevity.Competing Interest StatementThe authors have declared no competing interest.