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A genome-wide meta-analysis identifies 22 loci associated with eight hematological parameters in the HaemGen consortium (2009)
Soranzo, Nicole ; Spector, Tim D. ; Mangino, Massimo ; Kühnel, Brigitte ; Rendon, Augusto ; Teumer, Alexander ; Willenborg, Christina ; Wright, Benjamin ; Chen, Li ; Li, Mingyao ; Salo, Perttu ; Voight, Benjamin F. ; Burns, Philippa ; Laskowski, Roman A. ; Xue, Yali ; Menzel, Stephan ; Altshuler, David ; Bradley, John R. ; Bumpstead, Suzannah ; Burnett, Mary-Susan ; Devaney, Joseph ; Döring, Angela ; Elosua, Roberto ; Epstein, Stephen E. ; Erber, Wendy ; Falchi, Mario ; Garner, Stephen F. ; Ghori, Mohammed J. R. ; Goodall, Alison H. ; Gwilliam, Rhian ; Hakonarson, Hakon H. ; Hall, Alistair S. ; Hammond, Naomi ; Hengstenberg, Christian ; Illig, Thomas ; König, Inke R. ; Knouff, Christopher W. ; McPherson, Ruth ; Melander, Olle ; Mooser, Vincent ; Nauck, Matthias ; Nieminen, Markku S. ; O'Donnell, Christopher J. ; Peltonen, Leena ; Potter, Simon C. ; Prokisch, Holger ; Rader, Daniel J. ; Rice, Catherine M. ; Roberts, Robert ; Salomaa, Veikko ; Sambrook, Jennifer ; Schreiber, Stefan ; Schunkert, Heribert ; Schwartz, Stephen M. ; Serbanovic-Canic, Jovana ; Sinisalo, Juha ; Siscovick, David S ; Stark, Klaus ; Surakka, Ida ; Stephens, Jonathan ; Thompson, John R. ; Völker, Uwe ; Völzke, Henry ; Watkins, Nicholas A. ; Wells, George A. ; Wichmann, Heinz-Erich ; Van Heel, David A ; Tyler-Smith, Chris ; Thein, Swee Lay ; Kathiresan, Sekar ; Perola, Markus ; Reilly, Muredach P. ; Stewart, Alexandre F. R. ; Erdmann, Jeanette ; Samani, Nilesh J. ; Meisinger, Christa ; Greinacher, Andreas ; Deloukas, Panos ; Ouwehand, Willem H. ; Gieger, Christian
Repeated replication and a prospective meta-analysis of the association between chromosome 9p21.3 and coronary artery disease (2008)
Schunkert, Heribert ; Götz, Anika ; Braund, Peter ; McGinnis, Ralph ; Tregouet, David-Alexandre ; Mangino, Massimo ; Linsel-Nitschke, Patrick ; Cambien, Francois ; Hengstenberg, Christian ; Stark, Klaus ; Blankenberg, Stefan ; Tiret, Laurence ; Ducimetiere, Pierre ; Keniry, Andrew ; Ghori, Mohammed J.R. ; Schreiber, Stefan ; El Mokhtari, Nour Eddine ; Hall, Alistair S. ; Dixon, Richard J. ; Goodall, Alison H. ; Liptau, Henrike ; Pollard, Helen ; Schwarz, Daniel F. ; Hothorn, Ludwig A. ; Wichmann, Heinz-Erich ; König, Inke R. ; Fischer, Marcus ; Meisinger, Christa ; Ouwehand, Willem ; Deloukas, Panos ; Thompson, John R. ; Erdmann, Jeanette ; Ziegler, Andreas ; Samani, Nilesh J.
The pharmacogenetic footprint of ACE inhibition: a population-based metabolomics study (2016)
Altmaier, Elisabeth ; Menni, Cristina ; Heier, Margit ; Meisinger, Christa ; Thorand, Barbara ; Quell, Jan ; Kobl, Michael ; Römisch-Margl, Werner ; Valdes, Ana M. ; Mangino, Massimo ; Waldenberger, Melanie ; Strauch, Konstantin ; Illig, Thomas ; Adamski, Jerzy ; Spector, Tim ; Gieger, Christian ; Suhre, Karsten ; Kastenmüller, Gabi
Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk (2017)
Day, Felix R. ; Thompson, Deborah J. ; Helgason, Hannes ; Chasman, Daniel I. ; Finucane, Hilary ; Sulem, Patrick ; Ruth, Katherine S. ; Whalen, Sean ; Sarkar, Abhishek K. ; Albrecht, Eva ; Altmaier, Elisabeth ; Amini, Marzyeh ; Barbieri, Caterina M. ; Boutin, Thibaud ; Campbell, Archie ; Demerath, Ellen ; Giri, Ayush ; He, Chunyan ; Hottenga, Jouke J. ; Karlsson, Robert ; Kolcic, Ivana ; Loh, Po-Ru ; Lunetta, Kathryn L. ; Mangino, Massimo ; Marco, Brumat ; McMahon, George ; Medland, Sarah E.
Multiple loci are associated with white blood cell phenotypes (2011)
Nalls, Michael A. ; Couper, David J. ; Tanaka, Toshiko ; van Rooij, Frank J. A. ; Chen, Ming-Huei ; Smith, Albert V. ; Toniolo, Daniela ; Zakai, Neil A. ; Yang, Qiong ; Greinacher, Andreas ; Wood, Andrew R. ; Garcia, Melissa ; Gasparini, Paolo ; Liu, Yongmei ; Lumley, Thomas ; Folsom, Aaron R. ; Reiner, Alex P. ; Gieger, Christian ; Lagou, Vasiliki ; Felix, Janine F. ; Völzke, Henry ; Gouskova, Natalia A. ; Biffi, Alessandro ; Döring, Angela ; Völker, Uwe ; Chong, Sean ; Wiggins, Kerri L. ; Rendon, Augusto ; Dehghan, Abbas ; Moore, Matt ; Taylor, Kent ; Wilson, James G. ; Lettre, Guillaume ; Hofman, Albert ; Bis, Joshua C. ; Pirastu, Nicola ; Fox, Caroline S. ; Meisinger, Christa ; Sambrook, Jennifer ; Arepalli, Sampath ; Nauck, Matthias ; Prokisch, Holger ; Stephens, Jonathan ; Glazer, Nicole L. ; Cupples, L. Adrienne ; Okada, Yukinori ; Takahashi, Atsushi ; Kamatani, Yoichiro ; Matsuda, Koichi ; Tsunoda, Tatsuhiko ; Tanaka, Toshihiro ; Kubo, Michiaki ; Nakamura, Yusuke ; Yamamoto, Kazuhiko ; Kamatani, Naoyuki ; Stumvoll, Michael ; Tönjes, Anke ; Prokopenko, Inga ; Illig, Thomas ; Patel, Kushang V. ; Garner, Stephen F. ; Kuhnel, Brigitte ; Mangino, Massimo ; Oostra, Ben A. ; Thein, Swee Lay ; Coresh, Josef ; Wichmann, Heinz-Erich ; Menzel, Stephan ; Lin, JingPing ; Pistis, Giorgio ; Uitterlinden, André G. ; Spector, Tim D. ; Teumer, Alexander ; Eiriksdottir, Gudny ; Gudnason, Vilmundur ; Bandinelli, Stefania ; Frayling, Timothy M. ; Chakravarti, Aravinda ; van Duijn, Cornelia M. ; Melzer, David ; Ouwehand, Willem H. ; Levy, Daniel ; Boerwinkle, Eric ; Singleton, Andrew B. ; Hernandez, Dena G. ; Longo, Dan L. ; Soranzo, Nicole ; Witteman, Jacqueline C. M. ; Psaty, Bruce M. ; Ferrucci, Luigi ; Harris, Tamara B. ; O'Donnell, Christopher J. ; Ganesh, Santhi K.
Human metabolic individuality in biomedical and pharmaceutical research (2011)
Suhre, Karsten ; Shin, So-Youn ; Petersen, Ann-Kristin ; Mohney, Robert P. ; Meredith, David ; Wägele, Brigitte ; Altmaier, Elisabeth ; Deloukas, Panos ; Erdmann, Jeanette ; Grundberg, Elin ; Hammond, Christopher J. ; de Angelis, Martin Hrabé ; Kastenmüller, Gabi ; Köttgen, Anna ; Kronenberg, Florian ; Mangino, Massimo ; Meisinger, Christa ; Meitinger, Thomas ; Mewes, Hans-Werner ; Milburn, Michael V. ; Prehn, Cornelia ; Raffler, Johannes ; Ried, Janina S. ; Römisch-Margl, Werner ; Samani, Nilesh J. ; Small, Kerrin S. ; Wichmann, Heinz-Erich ; Zhai, Guangju ; Illig, Thomas ; Spector, Tim D. ; Adamski, Jerzy ; Soranzo, Nicole ; Gieger, Christian
New alcohol-related genes suggest shared genetic mechanisms with neuropsychiatric disorders (2019)
Evangelou, Evangelos ; Gao, He ; Chu, Congying ; Ntritsos, Georgios ; Blakeley, Paul ; Butts, Andrew R. ; Pazoki, Raha ; Suzuki, Hideaki ; Koskeridis, Fotios ; Yiorkas, Andrianos M. ; Karaman, Ibrahim ; Elliott, Joshua ; Luo, Qiang ; Aeschbacher, Stefanie ; Bartz, Traci M. ; Baumeister, Sebastian Edgar ; Braund, Peter S. ; Brown, Michael R. ; Brody, Jennifer A. ; Clarke, Toni-Kim ; Dimou, Niki ; Faul, Jessica D. ; Homuth, Georg ; Jackson, Anne U. ; Kentistou, Katherine A. ; Joshi, Peter K. ; Lemaitre, Rozenn N. ; Lind, Penelope A. ; Lyytikäinen, Leo-Pekka ; Mangino, Massimo ; Milaneschi, Yuri ; Nelson, Christopher P. ; Nolte, Ilja M. ; Perälä, Mia-Maria ; Polasek, Ozren ; Porteous, David ; Ratliff, Scott M. ; Smith, Jennifer A. ; Stančáková, Alena ; Teumer, Alexander ; Tuominen, Samuli ; Thériault, Sébastien ; Vangipurapu, Jagadish ; Whitfield, John B. ; Wood, Alexis ; Yao, Jie ; Yu, Bing ; Zhao, Wei ; Arking, Dan E. ; Auvinen, Juha ; Liu, Chunyu ; Männikkö, Minna ; Risch, Lorenz ; Rotter, Jerome I. ; Snieder, Harold ; Veijola, Juha ; Blakemore, Alexandra I. ; Boehnke, Michael ; Campbell, Harry ; Conen, David ; Eriksson, Johan G. ; Grabe, Hans J. ; Guo, Xiuqing ; van der Harst, Pim ; Hartman, Catharina A. ; Hayward, Caroline ; Heath, Andrew C. ; Jarvelin, Marjo-Riitta ; Kähönen, Mika ; Kardia, Sharon L. R. ; Kühne, Michael ; Kuusisto, Johanna ; Laakso, Markku ; Lahti, Jari ; Lehtimäki, Terho ; McIntosh, Andrew M. ; Mohlke, Karen L. ; Morrison, Alanna C. ; Martin, Nicholas G. ; Oldehinkel, Albertine J. ; Penninx, Brenda W. J. H. ; Psaty, Bruce M. ; Raitakari, Olli T. ; Rudan, Igor ; Samani, Nilesh J. ; Scott, Laura J. ; Spector, Tim D. ; Verweij, Niek ; Weir, David R. ; Wilson, James F. ; Levy, Daniel ; Tzoulaki, Ioanna ; Bell, Jimmy D. ; Matthews, Paul M. ; Rothenfluh, Adrian ; Desrivières, Sylvane ; Schumann, Gunter ; Elliott, Paul
KLB is associated with alcohol drinking, and its gene product β-Klotho is necessary for FGF21 regulation of alcohol preference (2016)
Schumann, Gunter ; Liu, Chunyu ; O’Reilly, Paul ; Gao, He ; Song, Parkyong ; Xu, Bing ; Ruggeri, Barbara ; Amin, Najaf ; Jia, Tianye ; Preis, Sarah ; Segura Lepe, Marcelo ; Akira, Shizuo ; Barbieri, Caterina ; Baumeister, Sebastian ; Cauchi, Stephane ; Clarke, Toni-Kim ; Enroth, Stefan ; Fischer, Krista ; Hällfors, Jenni ; Harris, Sarah E. ; Hieber, Saskia ; Hofer, Edith ; Hottenga, Jouke-Jan ; Johansson, Åsa ; Joshi, Peter K. ; Kaartinen, Niina ; Laitinen, Jaana ; Lemaitre, Rozenn ; Loukola, Anu ; Luan, Jian’an ; Lyytikäinen, Leo-Pekka ; Mangino, Massimo ; Manichaikul, Ani ; Mbarek, Hamdi ; Milaneschi, Yuri ; Moayyeri, Alireza ; Mukamal, Kenneth ; Nelson, Christopher ; Nettleton, Jennifer ; Partinen, Eemil ; Rawal, Rajesh ; Robino, Antonietta ; Rose, Lynda ; Sala, Cinzia ; Satoh, Takashi ; Schmidt, Reinhold ; Schraut, Katharina ; Scott, Robert ; Smith, Albert Vernon ; Starr, John M. ; Teumer, Alexander ; Trompet, Stella ; Uitterlinden, André G. ; Venturini, Cristina ; Vergnaud, Anne-Claire ; Verweij, Niek ; Vitart, Veronique ; Vuckovic, Dragana ; Wedenoja, Juho ; Yengo, Loic ; Yu, Bing ; Zhang, Weihua ; Zhao, Jing Hua ; Boomsma, Dorret I. ; Chambers, John ; Chasman, Daniel I. ; Daniela, Toniolo ; Geus, Eco de ; Deary, Ian ; Eriksson, Johan G. ; Esko, Tõnu ; Eulenburg, Volker ; Franco, Oscar H. ; Froguel, Philippe ; Gieger, Christian ; Grabe, Hans J. ; Gudnason, Vilmundur ; Gyllensten, Ulf ; Harris, Tamara B. ; Hartikainen, Anna-Liisa ; Heath, Andrew C. ; Hocking, Lynne ; Hofman, Albert ; Huth, Cornelia ; Jarvelin, Marjo-Riitta ; Jukema, J. Wouter ; Kaprio, Jaakko ; Kooner, Jaspal S. ; Kutalik, Zoltan ; Lahti, Jari ; Langenberg, Claudia ; Lehtimäki, Terho ; Liu, Yongmei ; Madden, Pamela A. F. ; Martin, Nicholas ; Morrison, Alanna ; Penninx, Brenda ; Pirastu, Nicola ; Psaty, Bruce ; Raitakari, Olli ; Ridker, Paul ; Rose, Richard ; Rotter, Jerome I. ; Samani, Nilesh J. ; Schmidt, Helena ; Spector, Tim D. ; Stott, David ; Strachan, David ; Tzoulaki, Ioanna ; van der Harst, Pim ; van Duijn, Cornelia M. ; Marques-Vidal, Pedro ; Vollenweider, Peter ; Wareham, Nicholas J. ; Whitfield, John B. ; Wilson, James ; Wolffenbuttel, Bruce ; Bakalkin, Georgy ; Evangelou, Evangelos ; Liu, Yun ; Rice, Kenneth M. ; Desrivières, Sylvane ; Kliewer, Steven A. ; Mangelsdorf, David J. ; Müller, Christian P. ; Levy, Daniel ; Elliott, Paul
Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome (2023)
Costeira, Ricardo ; Evangelista, Laila ; Wilson, Rory ; Yan, Xinyu ; Hellbach, Fabian ; Sinke, Lucy ; Christiansen, Colette ; Villicaña, Sergio ; Masachs, Olatz M. ; Tsai, Pei-Chien ; Mangino, Massimo ; Menni, Cristina ; Berry, Sarah E. ; Beekman, Marian ; van Heemst, Diana ; Slagboom, P. Eline ; Heijmans, Bastiaan T. ; Suhre, Karsten ; Kastenmüller, Gabi ; Gieger, Christian ; Peters, Annette ; Small, Kerrin S. ; Linseisen, Jakob ; Waldenberger, Melanie ; Bell, Jordana T.
Background B vitamins such as folate (B9), B6, and B12 are key in one carbon metabolism, which generates methyl donors for DNA methylation. Several studies have linked differential methylation to self-reported intakes of folate and B12, but these estimates can be imprecise, while metabolomic biomarkers can offer an objective assessment of dietary intakes. We explored blood metabolomic biomarkers of folate and vitamins B6 and B12, to carry out epigenome-wide analyses across up to three European cohorts. Associations between self-reported habitual daily B vitamin intakes and 756 metabolites (Metabolon Inc.) were assessed in serum samples from 1064 UK participants from the TwinsUK cohort. The identified B vitamin metabolomic biomarkers were then used in epigenome-wide association tests with fasting blood DNA methylation levels at 430,768 sites from the Infinium HumanMethylation450 BeadChip in blood samples from 2182 European participants from the TwinsUK and KORA cohorts. Candidate signals were explored for metabolite associations with gene expression levels in a subset of the TwinsUK sample (n = 297). Metabolomic biomarker epigenetic associations were also compared with epigenetic associations of self-reported habitual B vitamin intakes in samples from 2294 European participants. Results Eighteen metabolites were associated with B vitamin intakes after correction for multiple testing (Bonferroni-adj. p < 0.05), of which 7 metabolites were available in both cohorts and tested for epigenome-wide association. Three metabolites — pipecolate (metabolomic biomarker of B6 and folate intakes), pyridoxate (marker of B6 and folate) and docosahexaenoate (DHA, marker of B6) — were associated with 10, 3 and 1 differentially methylated positions (DMPs), respectively. The strongest association was observed between DHA and DMP cg03440556 in the SCD gene (effect = 0.093 ± 0.016, p = 4.07E−09). Pyridoxate, a catabolic product of vitamin B6, was inversely associated with CpG methylation near the SLC1A5 gene promoter region (cg02711608 and cg22304262) and with SLC7A11 (cg06690548), but not with corresponding changes in gene expression levels. The self-reported intake of folate and vitamin B6 had consistent but non-significant associations with the epigenetic signals. Conclusion Metabolomic biomarkers are a valuable approach to investigate the effects of dietary B vitamin intake on the human epigenome.
Rare and common genetic determinants of metabolic individuality and their effects on human health (2022)
Surendran, Praveen ; Stewart, Isobel D. ; Au Yeung, Victoria P. W. ; Pietzner, Maik ; Raffler, Johannes ; Wörheide, Maria A. ; Li, Chen ; Smith, Rebecca F. ; Wittemans, Laura B. L. ; Bomba, Lorenzo ; Menni, Cristina ; Zierer, Jonas ; Rossi, Niccolò ; Sheridan, Patricia A. ; Watkins, Nicholas A. ; Mangino, Massimo ; Hysi, Pirro G. ; Di Angelantonio, Emanuele ; Falchi, Mario ; Spector, Tim D. ; Soranzo, Nicole ; Michelotti, Gregory A. ; Arlt, Wiebke ; Lotta, Luca A. ; Denaxas, Spiros ; Hemingway, Harry ; Gamazon, Eric R. ; Howson, Joanna M. M. ; Wood, Angela M. ; Danesh, John ; Wareham, Nicholas J. ; Kastenmüller, Gabi ; Fauman, Eric B. ; Suhre, Karsten ; Butterworth, Adam S. ; Langenberg, Claudia
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