DNA methylation aging clocks: challenges and recommendations von Bell, Christopher G, Lowe, Robert, Adams, Peter D, Baccarelli, Andrea A, Beck, Stephan, Bell, Jordana T, Christensen, Brock C, Gladyshev, Vadim N, Heijmans, Bastiaan T, Horvath, Steve, Ideker, Trey, Issa, Jean-Pierre J, Kelsey, Karl T, Marioni, Riccardo E, Reik, Wolf, Relton, Caroline L, Schalkwyk, Leonard C, Teschendorff, Andrew E, Wagner, Wolfgang, Zhang, Kang, Rakyan, Vardhman K

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Integrative analysis of omics summary data reveals putative mechanisms underlying complex traits von Wu, Yang, Zeng, Jian, Zhang, Futao, Zhu, Zhihong, Qi, Ting, Zheng, Zhili, Lloyd-Jones, Luke R., Marioni, Riccardo E., Martin, Nicholas G., Montgomery, Grant W., Deary, Ian J., Wray, Naomi R., Visscher, Peter M., McRae, Allan F., Yang, Jian

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Association analysis in over 329,000 individuals identifies 116 independent variants influencing neuroticism von Luciano, Michelle, Hagenaars, Saskia P., Davies, Gail, Hill, W. David, Clarke, Toni-Kim, Shirali, Masoud, Harris, Sarah E., Marioni, Riccardo E., Liewald, David C., Fawns-Ritchie, Chloe, Adams, Mark J., Howard, David M., Lewis, Cathryn M., Gale, Catharine R., McIntosh, Andrew M., Deary, Ian J.

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Identification of 55,000 Replicated DNA Methylation QTL von McRae, Allan F., Marioni, Riccardo E., Shah, Sonia, Yang, Jian, Powell, Joseph E., Harris, Sarah E., Gibson, Jude, Henders, Anjali K., Bowdler, Lisa, Painter, Jodie N., Murphy, Lee, Martin, Nicholas G., Starr, John M., Wray, Naomi R., Deary, Ian J., Visscher, Peter M., Montgomery, Grant W.

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Molecular Genetic Contributions to Social Deprivation and Household Income in UK Biobank von Hill, W. David, Hagenaars, Saskia P., Marioni, Riccardo E., Harris, Sarah E., Liewald, David C.M., Davies, Gail, Okbay, Aysu, McIntosh, Andrew M., Gale, Catharine R., Deary, Ian J.

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Genetic prediction of male pattern baldness von Hagenaars, Saskia P, Hill, W David, Harris, Sarah E, Ritchie, Stuart J, Davies, Gail, Liewald, David C, Gale, Catharine R, Porteous, David J, Deary, Ian J, Marioni, Riccardo E

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Social activity, cognitive decline and dementia risk: a 20-year prospective cohort study von Marioni, Riccardo E, Proust-Lima, Cecile, Amieva, Helene, Brayne, Carol, Matthews, Fiona E, Dartigues, Jean-Francois, Jacqmin-Gadda, Helene

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Epigenetic prediction of complex traits and death von McCartney, Daniel L, Hillary, Robert F, Stevenson, Anna J, Ritchie, Stuart J, Walker, Rosie M, Zhang, Qian, Morris, Stewart W, Bermingham, Mairead L, Campbell, Archie, Murray, Alison D, Whalley, Heather C, Gale, Catharine R, Porteous, David J, Haley, Chris S, McRae, Allan F, Wray, Naomi R, Visscher, Peter M, McIntosh, Andrew M, Evans, Kathryn L, Deary, Ian J, Marioni, Riccardo E

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A meta-analysis of genome-wide association studies of epigenetic age acceleration von Gibson, Jude, Russ, Tom C, Clarke, Toni-Kim, Howard, David M, Hillary, Robert F, Evans, Kathryn L, Walker, Rosie M, Bermingham, Mairead L, Morris, Stewart W, Campbell, Archie, Hayward, Caroline, Murray, Alison D, Porteous, David J, Horvath, Steve, Lu, Ake T, McIntosh, Andrew M, Whalley, Heather C, Marioni, Riccardo E

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Blood-based epigenome-wide analyses of 19 common disease states: A longitudinal, population-based linked cohort study of 18,413 Scottish individuals von Hillary, Robert F, McCartney, Daniel L, Smith, Hannah M, Bernabeu, Elena, Gadd, Danni A, Chybowska, Aleksandra D, Cheng, Yipeng, Murphy, Lee, Wrobel, Nicola, Campbell, Archie, Walker, Rosie M, Hayward, Caroline, Evans, Kathryn L, McIntosh, Andrew M, Marioni, Riccardo E

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Integrated analysis of direct and proxy genome wide association studies highlights polygenicity of Alzheimer's disease outside of the APOE region von de la Fuente, Javier, Grotzinger, Andrew D, Marioni, Riccardo E, Nivard, Michel G, Tucker-Drob, Elliot M

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Bayesian reassessment of the epigenetic architecture of complex traits von Trejo Banos, Daniel, McCartney, Daniel L., Patxot, Marion, Anchieri, Lucas, Battram, Thomas, Christiansen, Colette, Costeira, Ricardo, Walker, Rosie M., Morris, Stewart W., Campbell, Archie, Zhang, Qian, Porteous, David J., McRae, Allan F., Wray, Naomi R., Visscher, Peter M., Haley, Chris S., Evans, Kathryn L., Deary, Ian J., McIntosh, Andrew M., Hemani, Gibran, Bell, Jordana T., Marioni, Riccardo E., Robinson, Matthew R.

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Assessing the causal role of epigenetic clocks in the development of multiple cancers: a Mendelian randomization study von Morales Berstein, Fernanda, McCartney, Daniel L, Lu, Ake T, Tsilidis, Konstantinos K, Bouras, Emmanouil, Haycock, Philip, Burrows, Kimberley, Phipps, Amanda I, Buchanan, Daniel D, Cheng, Iona, Martin, Richard M, Davey Smith, George, Relton, Caroline L, Horvath, Steve, Marioni, Riccardo E, Richardson, Tom G, Richmond, Rebecca C

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Integration of datasets for individual prediction of DNA methylation-based biomarkers von Merzbacher, Charlotte, Ryan, Barry, Goldsborough, Thibaut, Hillary, Robert F, Campbell, Archie, Murphy, Lee, McIntosh, Andrew M, Liewald, David, Harris, Sarah E, McRae, Allan F, Cox, Simon R, Cannings, Timothy I, Vallejos, Catalina A, McCartney, Daniel L, Marioni, Riccardo E

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What’s my age again? von Marioni, Riccardo E.

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DNAmFitAge: biological age indicator incorporating physical fitness von McGreevy, Kristen M, Radak, Zsolt, Torma, Ferenc, Jokai, Matyas, Lu, Ake T, Belsky, Daniel W, Binder, Alexandra, Marioni, Riccardo E, Ferrucci, Luigi, Pośpiech, Ewelina, Branicki, Wojciech, Ossowski, Andrzej, Sitek, Aneta, Spólnicka, Magdalena, Raffield, Laura M, Reiner, Alex P, Cox, Simon, Kobor, Michael, Corcoran, David L, Horvath, Steve

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Epigenetic scores for the circulating proteome as tools for disease prediction von Gadd, Danni A, Hillary, Robert F, McCartney, Daniel L, Zaghlool, Shaza B, Stevenson, Anna J, Cheng, Yipeng, Fawns-Ritchie, Chloe, Nangle, Cliff, Campbell, Archie, Flaig, Robin, Harris, Sarah E, Walker, Rosie M, Shi, Liu, Tucker-Drob, Elliot M, Gieger, Christian, Peters, Annette, Waldenberger, Melanie, Graumann, Johannes, McRae, Allan F, Deary, Ian J, Porteous, David J, Hayward, Caroline, Visscher, Peter M, Cox, Simon R, Evans, Kathryn L, McIntosh, Andrew M, Suhre, Karsten, Marioni, Riccardo E

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Epigenetic influences on aging: a longitudinal genome-wide methylation study in old Swedish twins von Wang, Yunzhang, Karlsson, Robert, Lampa, Erik, Zhang, Qian, Hedman, Åsa K., Almgren, Malin, Almqvist, Catarina, McRae, Allan F., Marioni, Riccardo E., Ingelsson, Erik, Visscher, Peter M., Deary, Ian J., Lind, Lars, Morris, Tiffany, Beck, Stephan, Pedersen, Nancy L., Hägg, Sara

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A unified framework for estimating country-specific cumulative incidence for 18 diseases stratified by polygenic risk von Jermy, Bradley, Läll, Kristi, Wolford, Brooke N., Wang, Ying, Zguro, Kristina, Cheng, Yipeng, Kanai, Masahiro, Kanoni, Stavroula, Yang, Zhiyu, Hartonen, Tuomo, Monti, Remo, Wanner, Julian, Youssef, Omar, Lippert, Christoph, van Heel, David, Okada, Yukinori, McCartney, Daniel L., Hayward, Caroline, Marioni, Riccardo E., Furini, Simone, Renieri, Alessandra, Martin, Alicia R., Neale, Benjamin M., Hveem, Kristian, Mägi, Reedik, Palotie, Aarno, Heyne, Henrike, Mars, Nina, Ganna, Andrea, Ripatti, Samuli

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DNA methylation and the epigenetic clock in relation to physical frailty in older people: the Lothian Birth Cohort 1936 von Gale, Catharine R, Marioni, Riccardo E, Harris, Sarah E, Starr, John M, Deary, Ian J

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