%0 Journal Article %J Genome Biol %D 2018 %T Exome-chip meta-analysis identifies novel loci associated with cardiac conduction, including ADAMTS6. %A Prins, Bram P %A Mead, Timothy J %A Brody, Jennifer A %A Sveinbjornsson, Gardar %A Ntalla, Ioanna %A Bihlmeyer, Nathan A %A van den Berg, Marten %A Bork-Jensen, Jette %A Cappellani, Stefania %A Van Duijvenboden, Stefan %A Klena, Nikolai T %A Gabriel, George C %A Liu, Xiaoqin %A Gulec, Cagri %A Grarup, Niels %A Haessler, Jeffrey %A Hall, Leanne M %A Iorio, Annamaria %A Isaacs, Aaron %A Li-Gao, Ruifang %A Lin, Honghuang %A Liu, Ching-Ti %A Lyytikäinen, Leo-Pekka %A Marten, Jonathan %A Mei, Hao %A Müller-Nurasyid, Martina %A Orini, Michele %A Padmanabhan, Sandosh %A Radmanesh, Farid %A Ramirez, Julia %A Robino, Antonietta %A Schwartz, Molly %A van Setten, Jessica %A Smith, Albert V %A Verweij, Niek %A Warren, Helen R %A Weiss, Stefan %A Alonso, Alvaro %A Arnar, David O %A Bots, Michiel L %A de Boer, Rudolf A %A Dominiczak, Anna F %A Eijgelsheim, Mark %A Ellinor, Patrick T %A Guo, Xiuqing %A Felix, Stephan B %A Harris, Tamara B %A Hayward, Caroline %A Heckbert, Susan R %A Huang, Paul L %A Jukema, J W %A Kähönen, Mika %A Kors, Jan A %A Lambiase, Pier D %A Launer, Lenore J %A Li, Man %A Linneberg, Allan %A Nelson, Christopher P %A Pedersen, Oluf %A Perez, Marco %A Peters, Annette %A Polasek, Ozren %A Psaty, Bruce M %A Raitakari, Olli T %A Rice, Kenneth M %A Rotter, Jerome I %A Sinner, Moritz F %A Soliman, Elsayed Z %A Spector, Tim D %A Strauch, Konstantin %A Thorsteinsdottir, Unnur %A Tinker, Andrew %A Trompet, Stella %A Uitterlinden, André %A Vaartjes, Ilonca %A van der Meer, Peter %A Völker, Uwe %A Völzke, Henry %A Waldenberger, Melanie %A Wilson, James G %A Xie, Zhijun %A Asselbergs, Folkert W %A Dörr, Marcus %A van Duijn, Cornelia M %A Gasparini, Paolo %A Gudbjartsson, Daniel F %A Gudnason, Vilmundur %A Hansen, Torben %A Kääb, Stefan %A Kanters, Jørgen K %A Kooperberg, Charles %A Lehtimäki, Terho %A Lin, Henry J %A Lubitz, Steven A %A Mook-Kanamori, Dennis O %A Conti, Francesco J %A Newton-Cheh, Christopher H %A Rosand, Jonathan %A Rudan, Igor %A Samani, Nilesh J %A Sinagra, Gianfranco %A Smith, Blair H %A Holm, Hilma %A Stricker, Bruno H %A Ulivi, Sheila %A Sotoodehnia, Nona %A Apte, Suneel S %A van der Harst, Pim %A Stefansson, Kari %A Munroe, Patricia B %A Arking, Dan E %A Lo, Cecilia W %A Jamshidi, Yalda %K ADAMTS Proteins %K African Continental Ancestry Group %K Animals %K Connexin 43 %K Electrocardiography %K European Continental Ancestry Group %K Exome %K Female %K Gene Expression %K Gene Expression Profiling %K Genetic Loci %K Genome-Wide Association Study %K Heart Conduction System %K Humans %K Male %K Mice %K Middle Aged %K Myocardium %K Open Reading Frames %K Polymorphism, Single Nucleotide %K Whole Exome Sequencing %X

BACKGROUND: Genome-wide association studies conducted on QRS duration, an electrocardiographic measurement associated with heart failure and sudden cardiac death, have led to novel biological insights into cardiac function. However, the variants identified fall predominantly in non-coding regions and their underlying mechanisms remain unclear.

RESULTS: Here, we identify putative functional coding variation associated with changes in the QRS interval duration by combining Illumina HumanExome BeadChip genotype data from 77,898 participants of European ancestry and 7695 of African descent in our discovery cohort, followed by replication in 111,874 individuals of European ancestry from the UK Biobank and deCODE cohorts. We identify ten novel loci, seven within coding regions, including ADAMTS6, significantly associated with QRS duration in gene-based analyses. ADAMTS6 encodes a secreted metalloprotease of currently unknown function. In vitro validation analysis shows that the QRS-associated variants lead to impaired ADAMTS6 secretion and loss-of function analysis in mice demonstrates a previously unappreciated role for ADAMTS6 in connexin 43 gap junction expression, which is essential for myocardial conduction.

CONCLUSIONS: Our approach identifies novel coding and non-coding variants underlying ventricular depolarization and provides a possible mechanism for the ADAMTS6-associated conduction changes.

%B Genome Biol %V 19 %P 87 %8 2018 07 17 %G eng %N 1 %1 http://www.ncbi.nlm.nih.gov/pubmed/30012220?dopt=Abstract %R 10.1186/s13059-018-1457-6 %0 Journal Article %J Nat Commun %D 2018 %T PR interval genome-wide association meta-analysis identifies 50 loci associated with atrial and atrioventricular electrical activity. %A van Setten, Jessica %A Brody, Jennifer A %A Jamshidi, Yalda %A Swenson, Brenton R %A Butler, Anne M %A Campbell, Harry %A Del Greco, Fabiola M %A Evans, Daniel S %A Gibson, Quince %A Gudbjartsson, Daniel F %A Kerr, Kathleen F %A Krijthe, Bouwe P %A Lyytikäinen, Leo-Pekka %A Müller, Christian %A Müller-Nurasyid, Martina %A Nolte, Ilja M %A Padmanabhan, Sandosh %A Ritchie, Marylyn D %A Robino, Antonietta %A Smith, Albert V %A Steri, Maristella %A Tanaka, Toshiko %A Teumer, Alexander %A Trompet, Stella %A Ulivi, Sheila %A Verweij, Niek %A Yin, Xiaoyan %A Arnar, David O %A Asselbergs, Folkert W %A Bader, Joel S %A Barnard, John %A Bis, Josh %A Blankenberg, Stefan %A Boerwinkle, Eric %A Bradford, Yuki %A Buckley, Brendan M %A Chung, Mina K %A Crawford, Dana %A den Hoed, Marcel %A Denny, Josh C %A Dominiczak, Anna F %A Ehret, Georg B %A Eijgelsheim, Mark %A Ellinor, Patrick T %A Felix, Stephan B %A Franco, Oscar H %A Franke, Lude %A Harris, Tamara B %A Holm, Hilma %A Ilaria, Gandin %A Iorio, Annamaria %A Kähönen, Mika %A Kolcic, Ivana %A Kors, Jan A %A Lakatta, Edward G %A Launer, Lenore J %A Lin, Honghuang %A Lin, Henry J %A Loos, Ruth J F %A Lubitz, Steven A %A Macfarlane, Peter W %A Magnani, Jared W %A Leach, Irene Mateo %A Meitinger, Thomas %A Mitchell, Braxton D %A Munzel, Thomas %A Papanicolaou, George J %A Peters, Annette %A Pfeufer, Arne %A Pramstaller, Peter P %A Raitakari, Olli T %A Rotter, Jerome I %A Rudan, Igor %A Samani, Nilesh J %A Schlessinger, David %A Silva Aldana, Claudia T %A Sinner, Moritz F %A Smith, Jonathan D %A Snieder, Harold %A Soliman, Elsayed Z %A Spector, Timothy D %A Stott, David J %A Strauch, Konstantin %A Tarasov, Kirill V %A Thorsteinsdottir, Unnur %A Uitterlinden, André G %A Van Wagoner, David R %A Völker, Uwe %A Völzke, Henry %A Waldenberger, Melanie %A Jan Westra, Harm %A Wild, Philipp S %A Zeller, Tanja %A Alonso, Alvaro %A Avery, Christy L %A Bandinelli, Stefania %A Benjamin, Emelia J %A Cucca, Francesco %A Dörr, Marcus %A Ferrucci, Luigi %A Gasparini, Paolo %A Gudnason, Vilmundur %A Hayward, Caroline %A Heckbert, Susan R %A Hicks, Andrew A %A Jukema, J Wouter %A Kääb, Stefan %A Lehtimäki, Terho %A Liu, Yongmei %A Munroe, Patricia B %A Parsa, Afshin %A Polasek, Ozren %A Psaty, Bruce M %A Roden, Dan M %A Schnabel, Renate B %A Sinagra, Gianfranco %A Stefansson, Kari %A Stricker, Bruno H %A van der Harst, Pim %A van Duijn, Cornelia M %A Wilson, James F %A Gharib, Sina A %A de Bakker, Paul I W %A Isaacs, Aaron %A Arking, Dan E %A Sotoodehnia, Nona %K Atrial Function %K Atrioventricular Node %K Electrocardiography %K Electrophysiological Phenomena %K Female %K Genome-Wide Association Study %K Humans %K Linkage Disequilibrium %K Male %K Mutation, Missense %K Risk Factors %X

Electrocardiographic PR interval measures atrio-ventricular depolarization and conduction, and abnormal PR interval is a risk factor for atrial fibrillation and heart block. Our genome-wide association study of over 92,000 European-descent individuals identifies 44 PR interval loci (34 novel). Examination of these loci reveals known and previously not-yet-reported biological processes involved in cardiac atrial electrical activity. Genes in these loci are over-represented in cardiac disease processes including heart block and atrial fibrillation. Variants in over half of the 44 loci were associated with atrial or blood transcript expression levels, or were in high linkage disequilibrium with missense variants. Six additional loci were identified either by meta-analysis of ~105,000 African and European-descent individuals and/or by pleiotropic analyses combining PR interval with heart rate, QRS interval, and atrial fibrillation. These findings implicate developmental pathways, and identify transcription factors, ion-channel genes, and cell-junction/cell-signaling proteins in atrio-ventricular conduction, identifying potential targets for drug development.

%B Nat Commun %V 9 %P 2904 %8 2018 07 25 %G eng %N 1 %1 http://www.ncbi.nlm.nih.gov/pubmed/30046033?dopt=Abstract %R 10.1038/s41467-018-04766-9 %0 Journal Article %J Sci Rep %D 2017 %T 1000 Genomes-based meta-analysis identifies 10 novel loci for kidney function. %A Gorski, Mathias %A van der Most, Peter J %A Teumer, Alexander %A Chu, Audrey Y %A Li, Man %A Mijatovic, Vladan %A Nolte, Ilja M %A Cocca, Massimiliano %A Taliun, Daniel %A Gomez, Felicia %A Li, Yong %A Tayo, Bamidele %A Tin, Adrienne %A Feitosa, Mary F %A Aspelund, Thor %A Attia, John %A Biffar, Reiner %A Bochud, Murielle %A Boerwinkle, Eric %A Borecki, Ingrid %A Bottinger, Erwin P %A Chen, Ming-Huei %A Chouraki, Vincent %A Ciullo, Marina %A Coresh, Josef %A Cornelis, Marilyn C %A Curhan, Gary C %A d'Adamo, Adamo Pio %A Dehghan, Abbas %A Dengler, Laura %A Ding, Jingzhong %A Eiriksdottir, Gudny %A Endlich, Karlhans %A Enroth, Stefan %A Esko, Tõnu %A Franco, Oscar H %A Gasparini, Paolo %A Gieger, Christian %A Girotto, Giorgia %A Gottesman, Omri %A Gudnason, Vilmundur %A Gyllensten, Ulf %A Hancock, Stephen J %A Harris, Tamara B %A Helmer, Catherine %A Höllerer, Simon %A Hofer, Edith %A Hofman, Albert %A Holliday, Elizabeth G %A Homuth, Georg %A Hu, Frank B %A Huth, Cornelia %A Hutri-Kähönen, Nina %A Hwang, Shih-Jen %A Imboden, Medea %A Johansson, Åsa %A Kähönen, Mika %A König, Wolfgang %A Kramer, Holly %A Krämer, Bernhard K %A Kumar, Ashish %A Kutalik, Zoltán %A Lambert, Jean-Charles %A Launer, Lenore J %A Lehtimäki, Terho %A de Borst, Martin %A Navis, Gerjan %A Swertz, Morris %A Liu, Yongmei %A Lohman, Kurt %A Loos, Ruth J F %A Lu, Yingchang %A Lyytikäinen, Leo-Pekka %A McEvoy, Mark A %A Meisinger, Christa %A Meitinger, Thomas %A Metspalu, Andres %A Metzger, Marie %A Mihailov, Evelin %A Mitchell, Paul %A Nauck, Matthias %A Oldehinkel, Albertine J %A Olden, Matthias %A Wjh Penninx, Brenda %A Pistis, Giorgio %A Pramstaller, Peter P %A Probst-Hensch, Nicole %A Raitakari, Olli T %A Rettig, Rainer %A Ridker, Paul M %A Rivadeneira, Fernando %A Robino, Antonietta %A Rosas, Sylvia E %A Ruderfer, Douglas %A Ruggiero, Daniela %A Saba, Yasaman %A Sala, Cinzia %A Schmidt, Helena %A Schmidt, Reinhold %A Scott, Rodney J %A Sedaghat, Sanaz %A Smith, Albert V %A Sorice, Rossella %A Stengel, Bénédicte %A Stracke, Sylvia %A Strauch, Konstantin %A Toniolo, Daniela %A Uitterlinden, André G %A Ulivi, Sheila %A Viikari, Jorma S %A Völker, Uwe %A Vollenweider, Peter %A Völzke, Henry %A Vuckovic, Dragana %A Waldenberger, Melanie %A Jin Wang, Jie %A Yang, Qiong %A Chasman, Daniel I %A Tromp, Gerard %A Snieder, Harold %A Heid, Iris M %A Fox, Caroline S %A Köttgen, Anna %A Pattaro, Cristian %A Böger, Carsten A %A Fuchsberger, Christian %K Computational Biology %K Gene Frequency %K Genetic Loci %K Genome, Human %K Genome-Wide Association Study %K Genotyping Techniques %K Humans %K Kidney %K Polymorphism, Single Nucleotide %X

HapMap imputed genome-wide association studies (GWAS) have revealed >50 loci at which common variants with minor allele frequency >5% are associated with kidney function. GWAS using more complete reference sets for imputation, such as those from The 1000 Genomes project, promise to identify novel loci that have been missed by previous efforts. To investigate the value of such a more complete variant catalog, we conducted a GWAS meta-analysis of kidney function based on the estimated glomerular filtration rate (eGFR) in 110,517 European ancestry participants using 1000 Genomes imputed data. We identified 10 novel loci with p-value < 5 × 10 previously missed by HapMap-based GWAS. Six of these loci (HOXD8, ARL15, PIK3R1, EYA4, ASTN2, and EPB41L3) are tagged by common SNPs unique to the 1000 Genomes reference panel. Using pathway analysis, we identified 39 significant (FDR < 0.05) genes and 127 significantly (FDR < 0.05) enriched gene sets, which were missed by our previous analyses. Among those, the 10 identified novel genes are part of pathways of kidney development, carbohydrate metabolism, cardiac septum development and glucose metabolism. These results highlight the utility of re-imputing from denser reference panels, until whole-genome sequencing becomes feasible in large samples.

%B Sci Rep %V 7 %P 45040 %8 2017 04 28 %G eng %1 http://www.ncbi.nlm.nih.gov/pubmed/28452372?dopt=Abstract %R 10.1038/srep45040 %0 Journal Article %J J Am Soc Nephrol %D 2017 %T and Loci Identified through Large-Scale Exome Chip Analysis Regulate Kidney Development and Function. %A Li, Man %A Li, Yong %A Weeks, Olivia %A Mijatovic, Vladan %A Teumer, Alexander %A Huffman, Jennifer E %A Tromp, Gerard %A Fuchsberger, Christian %A Gorski, Mathias %A Lyytikäinen, Leo-Pekka %A Nutile, Teresa %A Sedaghat, Sanaz %A Sorice, Rossella %A Tin, Adrienne %A Yang, Qiong %A Ahluwalia, Tarunveer S %A Arking, Dan E %A Bihlmeyer, Nathan A %A Böger, Carsten A %A Carroll, Robert J %A Chasman, Daniel I %A Cornelis, Marilyn C %A Dehghan, Abbas %A Faul, Jessica D %A Feitosa, Mary F %A Gambaro, Giovanni %A Gasparini, Paolo %A Giulianini, Franco %A Heid, Iris %A Huang, Jinyan %A Imboden, Medea %A Jackson, Anne U %A Jeff, Janina %A Jhun, Min A %A Katz, Ronit %A Kifley, Annette %A Kilpeläinen, Tuomas O %A Kumar, Ashish %A Laakso, Markku %A Li-Gao, Ruifang %A Lohman, Kurt %A Lu, Yingchang %A Mägi, Reedik %A Malerba, Giovanni %A Mihailov, Evelin %A Mohlke, Karen L %A Mook-Kanamori, Dennis O %A Robino, Antonietta %A Ruderfer, Douglas %A Salvi, Erika %A Schick, Ursula M %A Schulz, Christina-Alexandra %A Smith, Albert V %A Smith, Jennifer A %A Traglia, Michela %A Yerges-Armstrong, Laura M %A Zhao, Wei %A Goodarzi, Mark O %A Kraja, Aldi T %A Liu, Chunyu %A Wessel, Jennifer %A Boerwinkle, Eric %A Borecki, Ingrid B %A Bork-Jensen, Jette %A Bottinger, Erwin P %A Braga, Daniele %A Brandslund, Ivan %A Brody, Jennifer A %A Campbell, Archie %A Carey, David J %A Christensen, Cramer %A Coresh, Josef %A Crook, Errol %A Curhan, Gary C %A Cusi, Daniele %A de Boer, Ian H %A de Vries, Aiko P J %A Denny, Joshua C %A Devuyst, Olivier %A Dreisbach, Albert W %A Endlich, Karlhans %A Esko, Tõnu %A Franco, Oscar H %A Fulop, Tibor %A Gerhard, Glenn S %A Glümer, Charlotte %A Gottesman, Omri %A Grarup, Niels %A Gudnason, Vilmundur %A Hansen, Torben %A Harris, Tamara B %A Hayward, Caroline %A Hocking, Lynne %A Hofman, Albert %A Hu, Frank B %A Husemoen, Lise Lotte N %A Jackson, Rebecca D %A Jørgensen, Torben %A Jørgensen, Marit E %A Kähönen, Mika %A Kardia, Sharon L R %A König, Wolfgang %A Kooperberg, Charles %A Kriebel, Jennifer %A Launer, Lenore J %A Lauritzen, Torsten %A Lehtimäki, Terho %A Levy, Daniel %A Linksted, Pamela %A Linneberg, Allan %A Liu, Yongmei %A Loos, Ruth J F %A Lupo, Antonio %A Meisinger, Christine %A Melander, Olle %A Metspalu, Andres %A Mitchell, Paul %A Nauck, Matthias %A Nürnberg, Peter %A Orho-Melander, Marju %A Parsa, Afshin %A Pedersen, Oluf %A Peters, Annette %A Peters, Ulrike %A Polasek, Ozren %A Porteous, David %A Probst-Hensch, Nicole M %A Psaty, Bruce M %A Qi, Lu %A Raitakari, Olli T %A Reiner, Alex P %A Rettig, Rainer %A Ridker, Paul M %A Rivadeneira, Fernando %A Rossouw, Jacques E %A Schmidt, Frank %A Siscovick, David %A Soranzo, Nicole %A Strauch, Konstantin %A Toniolo, Daniela %A Turner, Stephen T %A Uitterlinden, André G %A Ulivi, Sheila %A Velayutham, Dinesh %A Völker, Uwe %A Völzke, Henry %A Waldenberger, Melanie %A Wang, Jie Jin %A Weir, David R %A Witte, Daniel %A Kuivaniemi, Helena %A Fox, Caroline S %A Franceschini, Nora %A Goessling, Wolfram %A Köttgen, Anna %A Chu, Audrey Y %K Animals %K Exome %K Genetic Loci %K Genome-Wide Association Study %K Glomerular Filtration Rate %K Humans %K Kidney %K Protein Tyrosine Phosphatases %K Proto-Oncogene Proteins %K Son of Sevenless Proteins %K Zebrafish %X

Genome-wide association studies have identified >50 common variants associated with kidney function, but these variants do not fully explain the variation in eGFR. We performed a two-stage meta-analysis of associations between genotypes from the Illumina exome array and eGFR on the basis of serum creatinine (eGFRcrea) among participants of European ancestry from the CKDGen Consortium (: 111,666; : 48,343). In single-variant analyses, we identified single nucleotide polymorphisms at seven new loci associated with eGFRcrea (, , and ; <3.7×10), of which most were common and annotated as nonsynonymous variants. Gene-based analysis identified associations of functional rare variants in three genes with eGFRcrea, including a novel association with the SOS Ras/Rho guanine nucleotide exchange factor 2 gene, (=5.4×10 by sequence kernel association test). Experimental follow-up in zebrafish embryos revealed changes in glomerular gene expression and renal tubule morphology in the embryonic kidney of and -knockdowns. These developmental abnormalities associated with altered blood clearance rate and heightened prevalence of edema. This study expands the number of loci associated with kidney function and identifies novel genes with potential roles in kidney formation.

%B J Am Soc Nephrol %V 28 %P 981-994 %8 2017 Mar %G eng %N 3 %1 http://www.ncbi.nlm.nih.gov/pubmed/27920155?dopt=Abstract %R 10.1681/ASN.2016020131 %0 Journal Article %J Nat Genet %D 2017 %T Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk. %A Day, Felix R %A Thompson, Deborah J %A Helgason, Hannes %A Chasman, Daniel I %A Finucane, Hilary %A Sulem, Patrick %A Ruth, Katherine S %A Whalen, Sean %A Sarkar, Abhishek K %A Albrecht, Eva %A Altmaier, Elisabeth %A Amini, Marzyeh %A Barbieri, Caterina M %A Boutin, Thibaud %A Campbell, Archie %A Demerath, Ellen %A Giri, Ayush %A He, Chunyan %A Hottenga, Jouke J %A Karlsson, Robert %A Kolcic, Ivana %A Loh, Po-Ru %A Lunetta, Kathryn L %A Mangino, Massimo %A Marco, Brumat %A McMahon, George %A Medland, Sarah E %A Nolte, Ilja M %A Noordam, Raymond %A Nutile, Teresa %A Paternoster, Lavinia %A Perjakova, Natalia %A Porcu, Eleonora %A Rose, Lynda M %A Schraut, Katharina E %A Segrè, Ayellet V %A Smith, Albert V %A Stolk, Lisette %A Teumer, Alexander %A Andrulis, Irene L %A Bandinelli, Stefania %A Beckmann, Matthias W %A Benitez, Javier %A Bergmann, Sven %A Bochud, Murielle %A Boerwinkle, Eric %A Bojesen, Stig E %A Bolla, Manjeet K %A Brand, Judith S %A Brauch, Hiltrud %A Brenner, Hermann %A Broer, Linda %A Brüning, Thomas %A Buring, Julie E %A Campbell, Harry %A Catamo, Eulalia %A Chanock, Stephen %A Chenevix-Trench, Georgia %A Corre, Tanguy %A Couch, Fergus J %A Cousminer, Diana L %A Cox, Angela %A Crisponi, Laura %A Czene, Kamila %A Davey Smith, George %A de Geus, Eco J C N %A de Mutsert, Renée %A De Vivo, Immaculata %A Dennis, Joe %A Devilee, Peter %A Dos-Santos-Silva, Isabel %A Dunning, Alison M %A Eriksson, Johan G %A Fasching, Peter A %A Fernández-Rhodes, Lindsay %A Ferrucci, Luigi %A Flesch-Janys, Dieter %A Franke, Lude %A Gabrielson, Marike %A Gandin, Ilaria %A Giles, Graham G %A Grallert, Harald %A Gudbjartsson, Daniel F %A Guenel, Pascal %A Hall, Per %A Hallberg, Emily %A Hamann, Ute %A Harris, Tamara B %A Hartman, Catharina A %A Heiss, Gerardo %A Hooning, Maartje J %A Hopper, John L %A Hu, Frank %A Hunter, David J %A Ikram, M Arfan %A Im, Hae Kyung %A Järvelin, Marjo-Riitta %A Joshi, Peter K %A Karasik, David %A Kellis, Manolis %A Kutalik, Zoltán %A LaChance, Genevieve %A Lambrechts, Diether %A Langenberg, Claudia %A Launer, Lenore J %A Laven, Joop S E %A Lenarduzzi, Stefania %A Li, Jingmei %A Lind, Penelope A %A Lindström, Sara %A Liu, Yongmei %A Luan, Jian'an %A Mägi, Reedik %A Mannermaa, Arto %A Mbarek, Hamdi %A McCarthy, Mark I %A Meisinger, Christa %A Meitinger, Thomas %A Menni, Cristina %A Metspalu, Andres %A Michailidou, Kyriaki %A Milani, Lili %A Milne, Roger L %A Montgomery, Grant W %A Mulligan, Anna M %A Nalls, Mike A %A Navarro, Pau %A Nevanlinna, Heli %A Nyholt, Dale R %A Oldehinkel, Albertine J %A O'Mara, Tracy A %A Padmanabhan, Sandosh %A Palotie, Aarno %A Pedersen, Nancy %A Peters, Annette %A Peto, Julian %A Pharoah, Paul D P %A Pouta, Anneli %A Radice, Paolo %A Rahman, Iffat %A Ring, Susan M %A Robino, Antonietta %A Rosendaal, Frits R %A Rudan, Igor %A Rueedi, Rico %A Ruggiero, Daniela %A Sala, Cinzia F %A Schmidt, Marjanka K %A Scott, Robert A %A Shah, Mitul %A Sorice, Rossella %A Southey, Melissa C %A Sovio, Ulla %A Stampfer, Meir %A Steri, Maristella %A Strauch, Konstantin %A Tanaka, Toshiko %A Tikkanen, Emmi %A Timpson, Nicholas J %A Traglia, Michela %A Truong, Therese %A Tyrer, Jonathan P %A Uitterlinden, André G %A Edwards, Digna R Velez %A Vitart, Veronique %A Völker, Uwe %A Vollenweider, Peter %A Wang, Qin %A Widen, Elisabeth %A van Dijk, Ko Willems %A Willemsen, Gonneke %A Winqvist, Robert %A Wolffenbuttel, Bruce H R %A Zhao, Jing Hua %A Zoledziewska, Magdalena %A Zygmunt, Marek %A Alizadeh, Behrooz Z %A Boomsma, Dorret I %A Ciullo, Marina %A Cucca, Francesco %A Esko, Tõnu %A Franceschini, Nora %A Gieger, Christian %A Gudnason, Vilmundur %A Hayward, Caroline %A Kraft, Peter %A Lawlor, Debbie A %A Magnusson, Patrik K E %A Martin, Nicholas G %A Mook-Kanamori, Dennis O %A Nohr, Ellen A %A Polasek, Ozren %A Porteous, David %A Price, Alkes L %A Ridker, Paul M %A Snieder, Harold %A Spector, Tim D %A Stöckl, Doris %A Toniolo, Daniela %A Ulivi, Sheila %A Visser, Jenny A %A Völzke, Henry %A Wareham, Nicholas J %A Wilson, James F %A Spurdle, Amanda B %A Thorsteindottir, Unnur %A Pollard, Katherine S %A Easton, Douglas F %A Tung, Joyce Y %A Chang-Claude, Jenny %A Hinds, David %A Murray, Anna %A Murabito, Joanne M %A Stefansson, Kari %A Ong, Ken K %A Perry, John R B %K Adolescent %K Age Factors %K Body Mass Index %K Databases, Genetic %K Female %K Genetic Predisposition to Disease %K Genome-Wide Association Study %K Genomic Imprinting %K Humans %K Intercellular Signaling Peptides and Proteins %K Male %K Membrane Proteins %K Menarche %K Neoplasms %K Polymorphism, Single Nucleotide %K Puberty %K Quantitative Trait Loci %K Ribonucleoproteins %K Risk Factors %X

The timing of puberty is a highly polygenic childhood trait that is epidemiologically associated with various adult diseases. Using 1000 Genomes Project-imputed genotype data in up to ∼370,000 women, we identify 389 independent signals (P < 5 × 10) for age at menarche, a milestone in female pubertal development. In Icelandic data, these signals explain ∼7.4% of the population variance in age at menarche, corresponding to ∼25% of the estimated heritability. We implicate ∼250 genes via coding variation or associated expression, demonstrating significant enrichment in neural tissues. Rare variants near the imprinted genes MKRN3 and DLK1 were identified, exhibiting large effects when paternally inherited. Mendelian randomization analyses suggest causal inverse associations, independent of body mass index (BMI), between puberty timing and risks for breast and endometrial cancers in women and prostate cancer in men. In aggregate, our findings highlight the complexity of the genetic regulation of puberty timing and support causal links with cancer susceptibility.

%B Nat Genet %V 49 %P 834-841 %8 2017 Jun %G eng %N 6 %1 http://www.ncbi.nlm.nih.gov/pubmed/28436984?dopt=Abstract %R 10.1038/ng.3841 %0 Journal Article %J Nat Commun %D 2016 %T Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function. %A Pattaro, Cristian %A Teumer, Alexander %A Gorski, Mathias %A Chu, Audrey Y %A Li, Man %A Mijatovic, Vladan %A Garnaas, Maija %A Tin, Adrienne %A Sorice, Rossella %A Li, Yong %A Taliun, Daniel %A Olden, Matthias %A Foster, Meredith %A Yang, Qiong %A Chen, Ming-Huei %A Pers, Tune H %A Johnson, Andrew D %A Ko, Yi-An %A Fuchsberger, Christian %A Tayo, Bamidele %A Nalls, Michael %A Feitosa, Mary F %A Isaacs, Aaron %A Dehghan, Abbas %A d'Adamo, Pio %A Adeyemo, Adebowale %A Dieffenbach, Aida Karina %A Zonderman, Alan B %A Nolte, Ilja M %A van der Most, Peter J %A Wright, Alan F %A Shuldiner, Alan R %A Morrison, Alanna C %A Hofman, Albert %A Smith, Albert V %A Dreisbach, Albert W %A Franke, Andre %A Uitterlinden, André G %A Metspalu, Andres %A Tönjes, Anke %A Lupo, Antonio %A Robino, Antonietta %A Johansson, Åsa %A Demirkan, Ayse %A Kollerits, Barbara %A Freedman, Barry I %A Ponte, Belen %A Oostra, Ben A %A Paulweber, Bernhard %A Krämer, Bernhard K %A Mitchell, Braxton D %A Buckley, Brendan M %A Peralta, Carmen A %A Hayward, Caroline %A Helmer, Catherine %A Rotimi, Charles N %A Shaffer, Christian M %A Müller, Christian %A Sala, Cinzia %A van Duijn, Cornelia M %A Saint-Pierre, Aude %A Ackermann, Daniel %A Shriner, Daniel %A Ruggiero, Daniela %A Toniolo, Daniela %A Lu, Yingchang %A Cusi, Daniele %A Czamara, Darina %A Ellinghaus, David %A Siscovick, David S %A Ruderfer, Douglas %A Gieger, Christian %A Grallert, Harald %A Rochtchina, Elena %A Atkinson, Elizabeth J %A Holliday, Elizabeth G %A Boerwinkle, Eric %A Salvi, Erika %A Bottinger, Erwin P %A Murgia, Federico %A Rivadeneira, Fernando %A Ernst, Florian %A Kronenberg, Florian %A Hu, Frank B %A Navis, Gerjan J %A Curhan, Gary C %A Ehret, George B %A Homuth, Georg %A Coassin, Stefan %A Thun, Gian-Andri %A Pistis, Giorgio %A Gambaro, Giovanni %A Malerba, Giovanni %A Montgomery, Grant W %A Eiriksdottir, Gudny %A Jacobs, Gunnar %A Li, Guo %A Wichmann, H-Erich %A Campbell, Harry %A Schmidt, Helena %A Wallaschofski, Henri %A Völzke, Henry %A Brenner, Hermann %A Kroemer, Heyo K %A Kramer, Holly %A Lin, Honghuang %A Leach, I Mateo %A Ford, Ian %A Guessous, Idris %A Rudan, Igor %A Prokopenko, Inga %A Borecki, Ingrid %A Heid, Iris M %A Kolcic, Ivana %A Persico, Ivana %A Jukema, J Wouter %A Wilson, James F %A Felix, Janine F %A Divers, Jasmin %A Lambert, Jean-Charles %A Stafford, Jeanette M %A Gaspoz, Jean-Michel %A Smith, Jennifer A %A Faul, Jessica D %A Wang, Jie Jin %A Ding, Jingzhong %A Hirschhorn, Joel N %A Attia, John %A Whitfield, John B %A Chalmers, John %A Viikari, Jorma %A Coresh, Josef %A Denny, Joshua C %A Karjalainen, Juha %A Fernandes, Jyotika K %A Endlich, Karlhans %A Butterbach, Katja %A Keene, Keith L %A Lohman, Kurt %A Portas, Laura %A Launer, Lenore J %A Lyytikäinen, Leo-Pekka %A Yengo, Loic %A Franke, Lude %A Ferrucci, Luigi %A Rose, Lynda M %A Kedenko, Lyudmyla %A Rao, Madhumathi %A Struchalin, Maksim %A Kleber, Marcus E %A Cavalieri, Margherita %A Haun, Margot %A Cornelis, Marilyn C %A Ciullo, Marina %A Pirastu, Mario %A de Andrade, Mariza %A McEvoy, Mark A %A Woodward, Mark %A Adam, Martin %A Cocca, Massimiliano %A Nauck, Matthias %A Imboden, Medea %A Waldenberger, Melanie %A Pruijm, Menno %A Metzger, Marie %A Stumvoll, Michael %A Evans, Michele K %A Sale, Michele M %A Kähönen, Mika %A Boban, Mladen %A Bochud, Murielle %A Rheinberger, Myriam %A Verweij, Niek %A Bouatia-Naji, Nabila %A Martin, Nicholas G %A Hastie, Nick %A Probst-Hensch, Nicole %A Soranzo, Nicole %A Devuyst, Olivier %A Raitakari, Olli %A Gottesman, Omri %A Franco, Oscar H %A Polasek, Ozren %A Gasparini, Paolo %A Munroe, Patricia B %A Ridker, Paul M %A Mitchell, Paul %A Muntner, Paul %A Meisinger, Christa %A Smit, Johannes H %A Kovacs, Peter %A Wild, Philipp S %A Froguel, Philippe %A Rettig, Rainer %A Mägi, Reedik %A Biffar, Reiner %A Schmidt, Reinhold %A Middelberg, Rita P S %A Carroll, Robert J %A Penninx, Brenda W %A Scott, Rodney J %A Katz, Ronit %A Sedaghat, Sanaz %A Wild, Sarah H %A Kardia, Sharon L R %A Ulivi, Sheila %A Hwang, Shih-Jen %A Enroth, Stefan %A Kloiber, Stefan %A Trompet, Stella %A Stengel, Bénédicte %A Hancock, Stephen J %A Turner, Stephen T %A Rosas, Sylvia E %A Stracke, Sylvia %A Harris, Tamara B %A Zeller, Tanja %A Zemunik, Tatijana %A Lehtimäki, Terho %A Illig, Thomas %A Aspelund, Thor %A Nikopensius, Tiit %A Esko, Tõnu %A Tanaka, Toshiko %A Gyllensten, Ulf %A Völker, Uwe %A Emilsson, Valur %A Vitart, Veronique %A Aalto, Ville %A Gudnason, Vilmundur %A Chouraki, Vincent %A Chen, Wei-Min %A Igl, Wilmar %A März, Winfried %A Koenig, Wolfgang %A Lieb, Wolfgang %A Loos, Ruth J F %A Liu, Yongmei %A Snieder, Harold %A Pramstaller, Peter P %A Parsa, Afshin %A O'Connell, Jeffrey R %A Susztak, Katalin %A Hamet, Pavel %A Tremblay, Johanne %A de Boer, Ian H %A Böger, Carsten A %A Goessling, Wolfram %A Chasman, Daniel I %A Köttgen, Anna %A Kao, W H Linda %A Fox, Caroline S %K Gene Expression Regulation %K Genetic Predisposition to Disease %K Genome-Wide Association Study %K Genotype %K Humans %K Renal Insufficiency, Chronic %X

Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), combining data across 133,413 individuals with replication in up to 42,166 individuals. We identify 24 new and confirm 29 previously identified loci. Of these 53 loci, 19 associate with eGFR among individuals with diabetes. Using bioinformatics, we show that identified genes at eGFR loci are enriched for expression in kidney tissues and in pathways relevant for kidney development and transmembrane transporter activity, kidney structure, and regulation of glucose metabolism. Chromatin state mapping and DNase I hypersensitivity analyses across adult tissues demonstrate preferential mapping of associated variants to regulatory regions in kidney but not extra-renal tissues. These findings suggest that genetic determinants of eGFR are mediated largely through direct effects within the kidney and highlight important cell types and biological pathways.

%B Nat Commun %V 7 %P 10023 %8 2016 %G eng %1 http://www.ncbi.nlm.nih.gov/pubmed/26831199?dopt=Abstract %R 10.1038/ncomms10023 %0 Journal Article %J Nature %D 2016 %T Genome-wide association study identifies 74 loci associated with educational attainment. %A Okbay, Aysu %A Beauchamp, Jonathan P %A Fontana, Mark Alan %A Lee, James J %A Pers, Tune H %A Rietveld, Cornelius A %A Turley, Patrick %A Chen, Guo-Bo %A Emilsson, Valur %A Meddens, S Fleur W %A Oskarsson, Sven %A Pickrell, Joseph K %A Thom, Kevin %A Timshel, Pascal %A de Vlaming, Ronald %A Abdellaoui, Abdel %A Ahluwalia, Tarunveer S %A Bacelis, Jonas %A Baumbach, Clemens %A Bjornsdottir, Gyda %A Brandsma, Johannes H %A Pina Concas, Maria %A Derringer, Jaime %A Furlotte, Nicholas A %A Galesloot, Tessel E %A Girotto, Giorgia %A Gupta, Richa %A Hall, Leanne M %A Harris, Sarah E %A Hofer, Edith %A Horikoshi, Momoko %A Huffman, Jennifer E %A Kaasik, Kadri %A Kalafati, Ioanna P %A Karlsson, Robert %A Kong, Augustine %A Lahti, Jari %A van der Lee, Sven J %A deLeeuw, Christiaan %A Lind, Penelope A %A Lindgren, Karl-Oskar %A Liu, Tian %A Mangino, Massimo %A Marten, Jonathan %A Mihailov, Evelin %A Miller, Michael B %A van der Most, Peter J %A Oldmeadow, Christopher %A Payton, Antony %A Pervjakova, Natalia %A Peyrot, Wouter J %A Qian, Yong %A Raitakari, Olli %A Rueedi, Rico %A Salvi, Erika %A Schmidt, Börge %A Schraut, Katharina E %A Shi, Jianxin %A Smith, Albert V %A Poot, Raymond A %A St Pourcain, Beate %A Teumer, Alexander %A Thorleifsson, Gudmar %A Verweij, Niek %A Vuckovic, Dragana %A Wellmann, Juergen %A Westra, Harm-Jan %A Yang, Jingyun %A Zhao, Wei %A Zhu, Zhihong %A Alizadeh, Behrooz Z %A Amin, Najaf %A Bakshi, Andrew %A Baumeister, Sebastian E %A Biino, Ginevra %A Bønnelykke, Klaus %A Boyle, Patricia A %A Campbell, Harry %A Cappuccio, Francesco P %A Davies, Gail %A De Neve, Jan-Emmanuel %A Deloukas, Panos %A Demuth, Ilja %A Ding, Jun %A Eibich, Peter %A Eisele, Lewin %A Eklund, Niina %A Evans, David M %A Faul, Jessica D %A Feitosa, Mary F %A Forstner, Andreas J %A Gandin, Ilaria %A Gunnarsson, Bjarni %A Halldórsson, Bjarni V %A Harris, Tamara B %A Heath, Andrew C %A Hocking, Lynne J %A Holliday, Elizabeth G %A Homuth, Georg %A Horan, Michael A %A Hottenga, Jouke-Jan %A de Jager, Philip L %A Joshi, Peter K %A Jugessur, Astanand %A Kaakinen, Marika A %A Kähönen, Mika %A Kanoni, Stavroula %A Keltigangas-Järvinen, Liisa %A Kiemeney, Lambertus A L M %A Kolcic, Ivana %A Koskinen, Seppo %A Kraja, Aldi T %A Kroh, Martin %A Kutalik, Zoltán %A Latvala, Antti %A Launer, Lenore J %A Lebreton, Maël P %A Levinson, Douglas F %A Lichtenstein, Paul %A Lichtner, Peter %A Liewald, David C M %A Loukola, Anu %A Madden, Pamela A %A Mägi, Reedik %A Mäki-Opas, Tomi %A Marioni, Riccardo E %A Marques-Vidal, Pedro %A Meddens, Gerardus A %A McMahon, George %A Meisinger, Christa %A Meitinger, Thomas %A Milaneschi, Yusplitri %A Milani, Lili %A Montgomery, Grant W %A Myhre, Ronny %A Nelson, Christopher P %A Nyholt, Dale R %A Ollier, William E R %A Palotie, Aarno %A Paternoster, Lavinia %A Pedersen, Nancy L %A Petrovic, Katja E %A Porteous, David J %A Räikkönen, Katri %A Ring, Susan M %A Robino, Antonietta %A Rostapshova, Olga %A Rudan, Igor %A Rustichini, Aldo %A Salomaa, Veikko %A Sanders, Alan R %A Sarin, Antti-Pekka %A Schmidt, Helena %A Scott, Rodney J %A Smith, Blair H %A Smith, Jennifer A %A Staessen, Jan A %A Steinhagen-Thiessen, Elisabeth %A Strauch, Konstantin %A Terracciano, Antonio %A Tobin, Martin D %A Ulivi, Sheila %A Vaccargiu, Simona %A Quaye, Lydia %A van Rooij, Frank J A %A Venturini, Cristina %A Vinkhuyzen, Anna A E %A Völker, Uwe %A Völzke, Henry %A Vonk, Judith M %A Vozzi, Diego %A Waage, Johannes %A Ware, Erin B %A Willemsen, Gonneke %A Attia, John R %A Bennett, David A %A Berger, Klaus %A Bertram, Lars %A Bisgaard, Hans %A Boomsma, Dorret I %A Borecki, Ingrid B %A Bültmann, Ute %A Chabris, Christopher F %A Cucca, Francesco %A Cusi, Daniele %A Deary, Ian J %A Dedoussis, George V %A van Duijn, Cornelia M %A Eriksson, Johan G %A Franke, Barbara %A Franke, Lude %A Gasparini, Paolo %A Gejman, Pablo V %A Gieger, Christian %A Grabe, Hans-Jörgen %A Gratten, Jacob %A Groenen, Patrick J F %A Gudnason, Vilmundur %A van der Harst, Pim %A Hayward, Caroline %A Hinds, David A %A Hoffmann, Wolfgang %A Hyppönen, Elina %A Iacono, William G %A Jacobsson, Bo %A Järvelin, Marjo-Riitta %A Jöckel, Karl-Heinz %A Kaprio, Jaakko %A Kardia, Sharon L R %A Lehtimäki, Terho %A Lehrer, Steven F %A Magnusson, Patrik K E %A Martin, Nicholas G %A McGue, Matt %A Metspalu, Andres %A Pendleton, Neil %A Penninx, Brenda W J H %A Perola, Markus %A Pirastu, Nicola %A Pirastu, Mario %A Polasek, Ozren %A Posthuma, Danielle %A Power, Christine %A Province, Michael A %A Samani, Nilesh J %A Schlessinger, David %A Schmidt, Reinhold %A Sørensen, Thorkild I A %A Spector, Tim D %A Stefansson, Kari %A Thorsteinsdottir, Unnur %A Thurik, A Roy %A Timpson, Nicholas J %A Tiemeier, Henning %A Tung, Joyce Y %A Uitterlinden, André G %A Vitart, Veronique %A Vollenweider, Peter %A Weir, David R %A Wilson, James F %A Wright, Alan F %A Conley, Dalton C %A Krueger, Robert F %A Davey Smith, George %A Hofman, Albert %A Laibson, David I %A Medland, Sarah E %A Meyer, Michelle N %A Yang, Jian %A Johannesson, Magnus %A Visscher, Peter M %A Esko, Tõnu %A Koellinger, Philipp D %A Cesarini, David %A Benjamin, Daniel J %K Alzheimer Disease %K Bipolar Disorder %K Brain %K Cognition %K Computational Biology %K Educational Status %K Fetus %K Gene Expression Regulation %K Gene-Environment Interaction %K Genome-Wide Association Study %K Great Britain %K Humans %K Molecular Sequence Annotation %K Polymorphism, Single Nucleotide %K Schizophrenia %X

Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals. Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.

%B Nature %V 533 %P 539-42 %8 2016 May 26 %G eng %N 7604 %1 http://www.ncbi.nlm.nih.gov/pubmed/27225129?dopt=Abstract %R 10.1038/nature17671 %0 Journal Article %J Nat Genet %D 2015 %T Large-scale genomic analyses link reproductive aging to hypothalamic signaling, breast cancer susceptibility and BRCA1-mediated DNA repair. %A Day, Felix R %A Ruth, Katherine S %A Thompson, Deborah J %A Lunetta, Kathryn L %A Pervjakova, Natalia %A Chasman, Daniel I %A Stolk, Lisette %A Finucane, Hilary K %A Sulem, Patrick %A Bulik-Sullivan, Brendan %A Esko, Tõnu %A Johnson, Andrew D %A Elks, Cathy E %A Franceschini, Nora %A He, Chunyan %A Altmaier, Elisabeth %A Brody, Jennifer A %A Franke, Lude L %A Huffman, Jennifer E %A Keller, Margaux F %A McArdle, Patrick F %A Nutile, Teresa %A Porcu, Eleonora %A Robino, Antonietta %A Rose, Lynda M %A Schick, Ursula M %A Smith, Jennifer A %A Teumer, Alexander %A Traglia, Michela %A Vuckovic, Dragana %A Yao, Jie %A Zhao, Wei %A Albrecht, Eva %A Amin, Najaf %A Corre, Tanguy %A Hottenga, Jouke-Jan %A Mangino, Massimo %A Smith, Albert V %A Tanaka, Toshiko %A Abecasis, Goncalo R %A Andrulis, Irene L %A Anton-Culver, Hoda %A Antoniou, Antonis C %A Arndt, Volker %A Arnold, Alice M %A Barbieri, Caterina %A Beckmann, Matthias W %A Beeghly-Fadiel, Alicia %A Benitez, Javier %A Bernstein, Leslie %A Bielinski, Suzette J %A Blomqvist, Carl %A Boerwinkle, Eric %A Bogdanova, Natalia V %A Bojesen, Stig E %A Bolla, Manjeet K %A Borresen-Dale, Anne-Lise %A Boutin, Thibaud S %A Brauch, Hiltrud %A Brenner, Hermann %A Brüning, Thomas %A Burwinkel, Barbara %A Campbell, Archie %A Campbell, Harry %A Chanock, Stephen J %A Chapman, J Ross %A Chen, Yii-Der Ida %A Chenevix-Trench, Georgia %A Couch, Fergus J %A Coviello, Andrea D %A Cox, Angela %A Czene, Kamila %A Darabi, Hatef %A De Vivo, Immaculata %A Demerath, Ellen W %A Dennis, Joe %A Devilee, Peter %A Dörk, Thilo %A Dos-Santos-Silva, Isabel %A Dunning, Alison M %A Eicher, John D %A Fasching, Peter A %A Faul, Jessica D %A Figueroa, Jonine %A Flesch-Janys, Dieter %A Gandin, Ilaria %A Garcia, Melissa E %A García-Closas, Montserrat %A Giles, Graham G %A Girotto, Giorgia G %A Goldberg, Mark S %A González-Neira, Anna %A Goodarzi, Mark O %A Grove, Megan L %A Gudbjartsson, Daniel F %A Guenel, Pascal %A Guo, Xiuqing %A Haiman, Christopher A %A Hall, Per %A Hamann, Ute %A Henderson, Brian E %A Hocking, Lynne J %A Hofman, Albert %A Homuth, Georg %A Hooning, Maartje J %A Hopper, John L %A Hu, Frank B %A Huang, Jinyan %A Humphreys, Keith %A Hunter, David J %A Jakubowska, Anna %A Jones, Samuel E %A Kabisch, Maria %A Karasik, David %A Knight, Julia A %A Kolcic, Ivana %A Kooperberg, Charles %A Kosma, Veli-Matti %A Kriebel, Jennifer %A Kristensen, Vessela %A Lambrechts, Diether %A Langenberg, Claudia %A Li, Jingmei %A Li, Xin %A Lindström, Sara %A Liu, Yongmei %A Luan, Jian'an %A Lubinski, Jan %A Mägi, Reedik %A Mannermaa, Arto %A Manz, Judith %A Margolin, Sara %A Marten, Jonathan %A Martin, Nicholas G %A Masciullo, Corrado %A Meindl, Alfons %A Michailidou, Kyriaki %A Mihailov, Evelin %A Milani, Lili %A Milne, Roger L %A Müller-Nurasyid, Martina %A Nalls, Michael %A Neale, Benjamin M %A Nevanlinna, Heli %A Neven, Patrick %A Newman, Anne B %A Nordestgaard, Børge G %A Olson, Janet E %A Padmanabhan, Sandosh %A Peterlongo, Paolo %A Peters, Ulrike %A Petersmann, Astrid %A Peto, Julian %A Pharoah, Paul D P %A Pirastu, Nicola N %A Pirie, Ailith %A Pistis, Giorgio %A Polasek, Ozren %A Porteous, David %A Psaty, Bruce M %A Pylkäs, Katri %A Radice, Paolo %A Raffel, Leslie J %A Rivadeneira, Fernando %A Rudan, Igor %A Rudolph, Anja %A Ruggiero, Daniela %A Sala, Cinzia F %A Sanna, Serena %A Sawyer, Elinor J %A Schlessinger, David %A Schmidt, Marjanka K %A Schmidt, Frank %A Schmutzler, Rita K %A Schoemaker, Minouk J %A Scott, Robert A %A Seynaeve, Caroline M %A Simard, Jacques %A Sorice, Rossella %A Southey, Melissa C %A Stöckl, Doris %A Strauch, Konstantin %A Swerdlow, Anthony %A Taylor, Kent D %A Thorsteinsdottir, Unnur %A Toland, Amanda E %A Tomlinson, Ian %A Truong, Therese %A Tryggvadottir, Laufey %A Turner, Stephen T %A Vozzi, Diego %A Wang, Qin %A Wellons, Melissa %A Willemsen, Gonneke %A Wilson, James F %A Winqvist, Robert %A Wolffenbuttel, Bruce B H R %A Wright, Alan F %A Yannoukakos, Drakoulis %A Zemunik, Tatijana %A Zheng, Wei %A Zygmunt, Marek %A Bergmann, Sven %A Boomsma, Dorret I %A Buring, Julie E %A Ferrucci, Luigi %A Montgomery, Grant W %A Gudnason, Vilmundur %A Spector, Tim D %A van Duijn, Cornelia M %A Alizadeh, Behrooz Z %A Ciullo, Marina %A Crisponi, Laura %A Easton, Douglas F %A Gasparini, Paolo P %A Gieger, Christian %A Harris, Tamara B %A Hayward, Caroline %A Kardia, Sharon L R %A Kraft, Peter %A McKnight, Barbara %A Metspalu, Andres %A Morrison, Alanna C %A Reiner, Alex P %A Ridker, Paul M %A Rotter, Jerome I %A Toniolo, Daniela %A Uitterlinden, André G %A Ulivi, Sheila %A Völzke, Henry %A Wareham, Nicholas J %A Weir, David R %A Yerges-Armstrong, Laura M %A Price, Alkes L %A Stefansson, Kari %A Visser, Jenny A %A Ong, Ken K %A Chang-Claude, Jenny %A Murabito, Joanne M %A Perry, John R B %A Murray, Anna %X

Menopause timing has a substantial impact on infertility and risk of disease, including breast cancer, but the underlying mechanisms are poorly understood. We report a dual strategy in ∼70,000 women to identify common and low-frequency protein-coding variation associated with age at natural menopause (ANM). We identified 44 regions with common variants, including two regions harboring additional rare missense alleles of large effect. We found enrichment of signals in or near genes involved in delayed puberty, highlighting the first molecular links between the onset and end of reproductive lifespan. Pathway analyses identified major association with DNA damage response (DDR) genes, including the first common coding variant in BRCA1 associated with any complex trait. Mendelian randomization analyses supported a causal effect of later ANM on breast cancer risk (∼6% increase in risk per year; P = 3 × 10(-14)), likely mediated by prolonged sex hormone exposure rather than DDR mechanisms.

%B Nat Genet %V 47 %P 1294-303 %8 2015 Nov %G eng %N 11 %1 http://www.ncbi.nlm.nih.gov/pubmed/26414677?dopt=Abstract %R 10.1038/ng.3412 %0 Journal Article %J PLoS One %D 2015 %T Modulation of genetic associations with serum urate levels by body-mass-index in humans. %A Huffman, Jennifer E %A Albrecht, Eva %A Teumer, Alexander %A Mangino, Massimo %A Kapur, Karen %A Johnson, Toby %A Kutalik, Zoltán %A Pirastu, Nicola %A Pistis, Giorgio %A Lopez, Lorna M %A Haller, Toomas %A Salo, Perttu %A Goel, Anuj %A Li, Man %A Tanaka, Toshiko %A Dehghan, Abbas %A Ruggiero, Daniela %A Malerba, Giovanni %A Smith, Albert V %A Nolte, Ilja M %A Portas, Laura %A Phipps-Green, Amanda %A Boteva, Lora %A Navarro, Pau %A Johansson, Åsa %A Hicks, Andrew A %A Polasek, Ozren %A Esko, Tõnu %A Peden, John F %A Harris, Sarah E %A Murgia, Federico %A Wild, Sarah H %A Tenesa, Albert %A Tin, Adrienne %A Mihailov, Evelin %A Grotevendt, Anne %A Gislason, Gauti K %A Coresh, Josef %A d'Adamo, Pio %A Ulivi, Sheila %A Vollenweider, Peter %A Waeber, Gerard %A Campbell, Susan %A Kolcic, Ivana %A Fisher, Krista %A Viigimaa, Margus %A Metter, Jeffrey E %A Masciullo, Corrado %A Trabetti, Elisabetta %A Bombieri, Cristina %A Sorice, Rossella %A Döring, Angela %A Reischl, Eva %A Strauch, Konstantin %A Hofman, Albert %A Uitterlinden, André G %A Waldenberger, Melanie %A Wichmann, H-Erich %A Davies, Gail %A Gow, Alan J %A Dalbeth, Nicola %A Stamp, Lisa %A Smit, Johannes H %A Kirin, Mirna %A Nagaraja, Ramaiah %A Nauck, Matthias %A Schurmann, Claudia %A Budde, Kathrin %A Farrington, Susan M %A Theodoratou, Evropi %A Jula, Antti %A Salomaa, Veikko %A Sala, Cinzia %A Hengstenberg, Christian %A Burnier, Michel %A Mägi, Reedik %A Klopp, Norman %A Kloiber, Stefan %A Schipf, Sabine %A Ripatti, Samuli %A Cabras, Stefano %A Soranzo, Nicole %A Homuth, Georg %A Nutile, Teresa %A Munroe, Patricia B %A Hastie, Nicholas %A Campbell, Harry %A Rudan, Igor %A Cabrera, Claudia %A Haley, Chris %A Franco, Oscar H %A Merriman, Tony R %A Gudnason, Vilmundur %A Pirastu, Mario %A Penninx, Brenda W %A Snieder, Harold %A Metspalu, Andres %A Ciullo, Marina %A Pramstaller, Peter P %A van Duijn, Cornelia M %A Ferrucci, Luigi %A Gambaro, Giovanni %A Deary, Ian J %A Dunlop, Malcolm G %A Wilson, James F %A Gasparini, Paolo %A Gyllensten, Ulf %A Spector, Tim D %A Wright, Alan F %A Hayward, Caroline %A Watkins, Hugh %A Perola, Markus %A Bochud, Murielle %A Kao, W H Linda %A Caulfield, Mark %A Toniolo, Daniela %A Völzke, Henry %A Gieger, Christian %A Köttgen, Anna %A Vitart, Veronique %X

We tested for interactions between body mass index (BMI) and common genetic variants affecting serum urate levels, genome-wide, in up to 42569 participants. Both stratified genome-wide association (GWAS) analyses, in lean, overweight and obese individuals, and regression-type analyses in a non BMI-stratified overall sample were performed. The former did not uncover any novel locus with a major main effect, but supported modulation of effects for some known and potentially new urate loci. The latter highlighted a SNP at RBFOX3 reaching genome-wide significant level (effect size 0.014, 95% CI 0.008-0.02, Pinter= 2.6 x 10-8). Two top loci in interaction term analyses, RBFOX3 and ERO1LB-EDARADD, also displayed suggestive differences in main effect size between the lean and obese strata. All top ranking loci for urate effect differences between BMI categories were novel and most had small magnitude but opposite direction effects between strata. They include the locus RBMS1-TANK (men, Pdifflean-overweight= 4.7 x 10-8), a region that has been associated with several obesity related traits, and TSPYL5 (men, Pdifflean-overweight= 9.1 x 10-8), regulating adipocytes-produced estradiol. The top-ranking known urate loci was ABCG2, the strongest known gout risk locus, with an effect halved in obese compared to lean men (Pdifflean-obese= 2 x 10-4). Finally, pathway analysis suggested a role for N-glycan biosynthesis as a prominent urate-associated pathway in the lean stratum. These results illustrate a potentially powerful way to monitor changes occurring in obesogenic environment.

%B PLoS One %V 10 %P e0119752 %8 2015 %G eng %N 3 %1 http://www.ncbi.nlm.nih.gov/pubmed/25811787?dopt=Abstract %R 10.1371/journal.pone.0119752 %0 Journal Article %J Nat Commun %D 2015 %T Rare coding variants and X-linked loci associated with age at menarche. %A Lunetta, Kathryn L %A Day, Felix R %A Sulem, Patrick %A Ruth, Katherine S %A Tung, Joyce Y %A Hinds, David A %A Esko, Tõnu %A Elks, Cathy E %A Altmaier, Elisabeth %A He, Chunyan %A Huffman, Jennifer E %A Mihailov, Evelin %A Porcu, Eleonora %A Robino, Antonietta %A Rose, Lynda M %A Schick, Ursula M %A Stolk, Lisette %A Teumer, Alexander %A Thompson, Deborah J %A Traglia, Michela %A Wang, Carol A %A Yerges-Armstrong, Laura M %A Antoniou, Antonis C %A Barbieri, Caterina %A Coviello, Andrea D %A Cucca, Francesco %A Demerath, Ellen W %A Dunning, Alison M %A Gandin, Ilaria %A Grove, Megan L %A Gudbjartsson, Daniel F %A Hocking, Lynne J %A Hofman, Albert %A Huang, Jinyan %A Jackson, Rebecca D %A Karasik, David %A Kriebel, Jennifer %A Lange, Ethan M %A Lange, Leslie A %A Langenberg, Claudia %A Li, Xin %A Luan, Jian'an %A Mägi, Reedik %A Morrison, Alanna C %A Padmanabhan, Sandosh %A Pirie, Ailith %A Polasek, Ozren %A Porteous, David %A Reiner, Alex P %A Rivadeneira, Fernando %A Rudan, Igor %A Sala, Cinzia F %A Schlessinger, David %A Scott, Robert A %A Stöckl, Doris %A Visser, Jenny A %A Völker, Uwe %A Vozzi, Diego %A Wilson, James G %A Zygmunt, Marek %A Boerwinkle, Eric %A Buring, Julie E %A Crisponi, Laura %A Easton, Douglas F %A Hayward, Caroline %A Hu, Frank B %A Liu, Simin %A Metspalu, Andres %A Pennell, Craig E %A Ridker, Paul M %A Strauch, Konstantin %A Streeten, Elizabeth A %A Toniolo, Daniela %A Uitterlinden, André G %A Ulivi, Sheila %A Völzke, Henry %A Wareham, Nicholas J %A Wellons, Melissa %A Franceschini, Nora %A Chasman, Daniel I %A Thorsteinsdottir, Unnur %A Murray, Anna %A Stefansson, Kari %A Murabito, Joanne M %A Ong, Ken K %A Perry, John R B %X

More than 100 loci have been identified for age at menarche by genome-wide association studies; however, collectively these explain only ∼3% of the trait variance. Here we test two overlooked sources of variation in 192,974 European ancestry women: low-frequency protein-coding variants and X-chromosome variants. Five missense/nonsense variants (in ALMS1/LAMB2/TNRC6A/TACR3/PRKAG1) are associated with age at menarche (minor allele frequencies 0.08-4.6%; effect sizes 0.08-1.25 years per allele; P<5 × 10(-8)). In addition, we identify common X-chromosome loci at IGSF1 (rs762080, P=9.4 × 10(-13)) and FAAH2 (rs5914101, P=4.9 × 10(-10)). Highlighted genes implicate cellular energy homeostasis, post-transcriptional gene silencing and fatty-acid amide signalling. A frequently reported mutation in TACR3 for idiopathic hypogonatrophic hypogonadism (p.W275X) is associated with 1.25-year-later menarche (P=2.8 × 10(-11)), illustrating the utility of population studies to estimate the penetrance of reportedly pathogenic mutations. Collectively, these novel variants explain ∼0.5% variance, indicating that these overlooked sources of variation do not substantially explain the 'missing heritability' of this complex trait.

%B Nat Commun %V 6 %P 7756 %8 2015 %G eng %1 http://www.ncbi.nlm.nih.gov/pubmed/26239645?dopt=Abstract %R 10.1038/ncomms8756 %0 Journal Article %J Nature %D 2014 %T Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche. %A Perry, John R B %A Day, Felix %A Elks, Cathy E %A Sulem, Patrick %A Thompson, Deborah J %A Ferreira, Teresa %A He, Chunyan %A Chasman, Daniel I %A Esko, Tõnu %A Thorleifsson, Gudmar %A Albrecht, Eva %A Ang, Wei Q %A Corre, Tanguy %A Cousminer, Diana L %A Feenstra, Bjarke %A Franceschini, Nora %A Ganna, Andrea %A Johnson, Andrew D %A Kjellqvist, Sanela %A Lunetta, Kathryn L %A McMahon, George %A Nolte, Ilja M %A Paternoster, Lavinia %A Porcu, Eleonora %A Smith, Albert V %A Stolk, Lisette %A Teumer, Alexander %A Tšernikova, Natalia %A Tikkanen, Emmi %A Ulivi, Sheila %A Wagner, Erin K %A Amin, Najaf %A Bierut, Laura J %A Byrne, Enda M %A Hottenga, Jouke-Jan %A Koller, Daniel L %A Mangino, Massimo %A Pers, Tune H %A Yerges-Armstrong, Laura M %A Hua Zhao, Jing %A Andrulis, Irene L %A Anton-Culver, Hoda %A Atsma, Femke %A Bandinelli, Stefania %A Beckmann, Matthias W %A Benitez, Javier %A Blomqvist, Carl %A Bojesen, Stig E %A Bolla, Manjeet K %A Bonanni, Bernardo %A Brauch, Hiltrud %A Brenner, Hermann %A Buring, Julie E %A Chang-Claude, Jenny %A Chanock, Stephen %A Chen, Jinhui %A Chenevix-Trench, Georgia %A Collée, J Margriet %A Couch, Fergus J %A Couper, David %A Coviello, Andrea D %A Cox, Angela %A Czene, Kamila %A d'Adamo, Adamo Pio %A Davey Smith, George %A De Vivo, Immaculata %A Demerath, Ellen W %A Dennis, Joe %A Devilee, Peter %A Dieffenbach, Aida K %A Dunning, Alison M %A Eiriksdottir, Gudny %A Eriksson, Johan G %A Fasching, Peter A %A Ferrucci, Luigi %A Flesch-Janys, Dieter %A Flyger, Henrik %A Foroud, Tatiana %A Franke, Lude %A Garcia, Melissa E %A García-Closas, Montserrat %A Geller, Frank %A de Geus, Eco E J %A Giles, Graham G %A Gudbjartsson, Daniel F %A Gudnason, Vilmundur %A Guenel, Pascal %A Guo, Suiqun %A Hall, Per %A Hamann, Ute %A Haring, Robin %A Hartman, Catharina A %A Heath, Andrew C %A Hofman, Albert %A Hooning, Maartje J %A Hopper, John L %A Hu, Frank B %A Hunter, David J %A Karasik, David %A Kiel, Douglas P %A Knight, Julia A %A Kosma, Veli-Matti %A Kutalik, Zoltán %A Lai, Sandra %A Lambrechts, Diether %A Lindblom, Annika %A Mägi, Reedik %A Magnusson, Patrik K %A Mannermaa, Arto %A Martin, Nicholas G %A Masson, Gisli %A McArdle, Patrick F %A McArdle, Wendy L %A Melbye, Mads %A Michailidou, Kyriaki %A Mihailov, Evelin %A Milani, Lili %A Milne, Roger L %A Nevanlinna, Heli %A Neven, Patrick %A Nohr, Ellen A %A Oldehinkel, Albertine J %A Oostra, Ben A %A Palotie, Aarno %A Peacock, Munro %A Pedersen, Nancy L %A Peterlongo, Paolo %A Peto, Julian %A Pharoah, Paul D P %A Postma, Dirkje S %A Pouta, Anneli %A Pylkäs, Katri %A Radice, Paolo %A Ring, Susan %A Rivadeneira, Fernando %A Robino, Antonietta %A Rose, Lynda M %A Rudolph, Anja %A Salomaa, Veikko %A Sanna, Serena %A Schlessinger, David %A Schmidt, Marjanka K %A Southey, Mellissa C %A Sovio, Ulla %A Stampfer, Meir J %A Stöckl, Doris %A Storniolo, Anna M %A Timpson, Nicholas J %A Tyrer, Jonathan %A Visser, Jenny A %A Vollenweider, Peter %A Völzke, Henry %A Waeber, Gerard %A Waldenberger, Melanie %A Wallaschofski, Henri %A Wang, Qin %A Willemsen, Gonneke %A Winqvist, Robert %A Wolffenbuttel, Bruce H R %A Wright, Margaret J %A Boomsma, Dorret I %A Econs, Michael J %A Khaw, Kay-Tee %A Loos, Ruth J F %A McCarthy, Mark I %A Montgomery, Grant W %A Rice, John P %A Streeten, Elizabeth A %A Thorsteinsdottir, Unnur %A van Duijn, Cornelia M %A Alizadeh, Behrooz Z %A Bergmann, Sven %A Boerwinkle, Eric %A Boyd, Heather A %A Crisponi, Laura %A Gasparini, Paolo %A Gieger, Christian %A Harris, Tamara B %A Ingelsson, Erik %A Järvelin, Marjo-Riitta %A Kraft, Peter %A Lawlor, Debbie %A Metspalu, Andres %A Pennell, Craig E %A Ridker, Paul M %A Snieder, Harold %A Sørensen, Thorkild I A %A Spector, Tim D %A Strachan, David P %A Uitterlinden, André G %A Wareham, Nicholas J %A Widen, Elisabeth %A Zygmunt, Marek %A Murray, Anna %A Easton, Douglas F %A Stefansson, Kari %A Murabito, Joanne M %A Ong, Ken K %K Adolescent %K Age Factors %K Alleles %K Body Mass Index %K Breast Neoplasms %K Cardiovascular Diseases %K Child %K Diabetes Mellitus, Type 2 %K Europe %K Female %K Genetic Loci %K Genome-Wide Association Study %K Genomic Imprinting %K Humans %K Hypothalamo-Hypophyseal System %K Intercellular Signaling Peptides and Proteins %K Male %K Membrane Proteins %K Menarche %K Obesity %K Ovary %K Parents %K Polymorphism, Single Nucleotide %K Potassium Channels, Tandem Pore Domain %K Proteins %K Quantitative Trait Loci %K Receptors, GABA-B %K Receptors, Retinoic Acid %K Ribonucleoproteins %X

Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P < 5 × 10(-8)) for 123 signals at 106 genomic loci associated with age at menarche. Many loci were associated with other pubertal traits in both sexes, and there was substantial overlap with genes implicated in body mass index and various diseases, including rare disorders of puberty. Menarche signals were enriched in imprinted regions, with three loci (DLK1-WDR25, MKRN3-MAGEL2 and KCNK9) demonstrating parent-of-origin-specific associations concordant with known parental expression patterns. Pathway analyses implicated nuclear hormone receptors, particularly retinoic acid and γ-aminobutyric acid-B2 receptor signalling, among novel mechanisms that regulate pubertal timing in humans. Our findings suggest a genetic architecture involving at least hundreds of common variants in the coordinated timing of the pubertal transition.

%B Nature %V 514 %P 92-7 %8 2014 Oct 2 %G eng %N 7520 %1 http://www.ncbi.nlm.nih.gov/pubmed/25231870?dopt=Abstract %R 10.1038/nature13545 %0 Journal Article %J Nat Genet %D 2013 %T Genome-wide association analyses identify 18 new loci associated with serum urate concentrations. %A Köttgen, Anna %A Albrecht, Eva %A Teumer, Alexander %A Vitart, Veronique %A Krumsiek, Jan %A Hundertmark, Claudia %A Pistis, Giorgio %A Ruggiero, Daniela %A O'Seaghdha, Conall M %A Haller, Toomas %A Yang, Qiong %A Tanaka, Toshiko %A Johnson, Andrew D %A Kutalik, Zoltán %A Smith, Albert V %A Shi, Julia %A Struchalin, Maksim %A Middelberg, Rita P S %A Brown, Morris J %A Gaffo, Angelo L %A Pirastu, Nicola %A Li, Guo %A Hayward, Caroline %A Zemunik, Tatijana %A Huffman, Jennifer %A Yengo, Loic %A Zhao, Jing Hua %A Demirkan, Ayse %A Feitosa, Mary F %A Liu, Xuan %A Malerba, Giovanni %A Lopez, Lorna M %A van der Harst, Pim %A Li, Xinzhong %A Kleber, Marcus E %A Hicks, Andrew A %A Nolte, Ilja M %A Johansson, Åsa %A Murgia, Federico %A Wild, Sarah H %A Bakker, Stephan J L %A Peden, John F %A Dehghan, Abbas %A Steri, Maristella %A Tenesa, Albert %A Lagou, Vasiliki %A Salo, Perttu %A Mangino, Massimo %A Rose, Lynda M %A Lehtimäki, Terho %A Woodward, Owen M %A Okada, Yukinori %A Tin, Adrienne %A Müller, Christian %A Oldmeadow, Christopher %A Putku, Margus %A Czamara, Darina %A Kraft, Peter %A Frogheri, Laura %A Thun, Gian Andri %A Grotevendt, Anne %A Gislason, Gauti Kjartan %A Harris, Tamara B %A Launer, Lenore J %A McArdle, Patrick %A Shuldiner, Alan R %A Boerwinkle, Eric %A Coresh, Josef %A Schmidt, Helena %A Schallert, Michael %A Martin, Nicholas G %A Montgomery, Grant W %A Kubo, Michiaki %A Nakamura, Yusuke %A Tanaka, Toshihiro %A Munroe, Patricia B %A Samani, Nilesh J %A Jacobs, David R %A Liu, Kiang %A d'Adamo, Pio %A Ulivi, Sheila %A Rotter, Jerome I %A Psaty, Bruce M %A Vollenweider, Peter %A Waeber, Gerard %A Campbell, Susan %A Devuyst, Olivier %A Navarro, Pau %A Kolcic, Ivana %A Hastie, Nicholas %A Balkau, Beverley %A Froguel, Philippe %A Esko, Tõnu %A Salumets, Andres %A Khaw, Kay Tee %A Langenberg, Claudia %A Wareham, Nicholas J %A Isaacs, Aaron %A Kraja, Aldi %A Zhang, Qunyuan %A Wild, Philipp S %A Scott, Rodney J %A Holliday, Elizabeth G %A Org, Elin %A Viigimaa, Margus %A Bandinelli, Stefania %A Metter, Jeffrey E %A Lupo, Antonio %A Trabetti, Elisabetta %A Sorice, Rossella %A Döring, Angela %A Lattka, Eva %A Strauch, Konstantin %A Theis, Fabian %A Waldenberger, Melanie %A Wichmann, H-Erich %A Davies, Gail %A Gow, Alan J %A Bruinenberg, Marcel %A Stolk, Ronald P %A Kooner, Jaspal S %A Zhang, Weihua %A Winkelmann, Bernhard R %A Boehm, Bernhard O %A Lucae, Susanne %A Penninx, Brenda W %A Smit, Johannes H %A Curhan, Gary %A Mudgal, Poorva %A Plenge, Robert M %A Portas, Laura %A Persico, Ivana %A Kirin, Mirna %A Wilson, James F %A Mateo Leach, Irene %A van Gilst, Wiek H %A Goel, Anuj %A Ongen, Halit %A Hofman, Albert %A Rivadeneira, Fernando %A Uitterlinden, André G %A Imboden, Medea %A von Eckardstein, Arnold %A Cucca, Francesco %A Nagaraja, Ramaiah %A Piras, Maria Grazia %A Nauck, Matthias %A Schurmann, Claudia %A Budde, Kathrin %A Ernst, Florian %A Farrington, Susan M %A Theodoratou, Evropi %A Prokopenko, Inga %A Stumvoll, Michael %A Jula, Antti %A Perola, Markus %A Salomaa, Veikko %A Shin, So-Youn %A Spector, Tim D %A Sala, Cinzia %A Ridker, Paul M %A Kähönen, Mika %A Viikari, Jorma %A Hengstenberg, Christian %A Nelson, Christopher P %A Meschia, James F %A Nalls, Michael A %A Sharma, Pankaj %A Singleton, Andrew B %A Kamatani, Naoyuki %A Zeller, Tanja %A Burnier, Michel %A Attia, John %A Laan, Maris %A Klopp, Norman %A Hillege, Hans L %A Kloiber, Stefan %A Choi, Hyon %A Pirastu, Mario %A Tore, Silvia %A Probst-Hensch, Nicole M %A Völzke, Henry %A Gudnason, Vilmundur %A Parsa, Afshin %A Schmidt, Reinhold %A Whitfield, John B %A Fornage, Myriam %A Gasparini, Paolo %A Siscovick, David S %A Polasek, Ozren %A Campbell, Harry %A Rudan, Igor %A Bouatia-Naji, Nabila %A Metspalu, Andres %A Loos, Ruth J F %A van Duijn, Cornelia M %A Borecki, Ingrid B %A Ferrucci, Luigi %A Gambaro, Giovanni %A Deary, Ian J %A Wolffenbuttel, Bruce H R %A Chambers, John C %A März, Winfried %A Pramstaller, Peter P %A Snieder, Harold %A Gyllensten, Ulf %A Wright, Alan F %A Navis, Gerjan %A Watkins, Hugh %A Witteman, Jacqueline C M %A Sanna, Serena %A Schipf, Sabine %A Dunlop, Malcolm G %A Tönjes, Anke %A Ripatti, Samuli %A Soranzo, Nicole %A Toniolo, Daniela %A Chasman, Daniel I %A Raitakari, Olli %A Kao, W H Linda %A Ciullo, Marina %A Fox, Caroline S %A Caulfield, Mark %A Bochud, Murielle %A Gieger, Christian %K Analysis of Variance %K European Continental Ancestry Group %K Gene Frequency %K Genetic Loci %K Genome-Wide Association Study %K Glucose %K Gout %K Humans %K Inhibins %K Polymorphism, Single Nucleotide %K Signal Transduction %K Uric Acid %X

Elevated serum urate concentrations can cause gout, a prevalent and painful inflammatory arthritis. By combining data from >140,000 individuals of European ancestry within the Global Urate Genetics Consortium (GUGC), we identified and replicated 28 genome-wide significant loci in association with serum urate concentrations (18 new regions in or near TRIM46, INHBB, SFMBT1, TMEM171, VEGFA, BAZ1B, PRKAG2, STC1, HNF4G, A1CF, ATXN2, UBE2Q2, IGF1R, NFAT5, MAF, HLF, ACVR1B-ACVRL1 and B3GNT4). Associations for many of the loci were of similar magnitude in individuals of non-European ancestry. We further characterized these loci for associations with gout, transcript expression and the fractional excretion of urate. Network analyses implicate the inhibins-activins signaling pathways and glucose metabolism in systemic urate control. New candidate genes for serum urate concentration highlight the importance of metabolic control of urate production and excretion, which may have implications for the treatment and prevention of gout.

%B Nat Genet %V 45 %P 145-54 %8 2013 Feb %G eng %N 2 %1 http://www.ncbi.nlm.nih.gov/pubmed/23263486?dopt=Abstract %R 10.1038/ng.2500 %0 Journal Article %J PLoS Genet %D 2012 %T Genome-wide association and functional follow-up reveals new loci for kidney function. %A Pattaro, Cristian %A Köttgen, Anna %A Teumer, Alexander %A Garnaas, Maija %A Böger, Carsten A %A Fuchsberger, Christian %A Olden, Matthias %A Chen, Ming-Huei %A Tin, Adrienne %A Taliun, Daniel %A Li, Man %A Gao, Xiaoyi %A Gorski, Mathias %A Yang, Qiong %A Hundertmark, Claudia %A Foster, Meredith C %A O'Seaghdha, Conall M %A Glazer, Nicole %A Isaacs, Aaron %A Liu, Ching-Ti %A Smith, Albert V %A O'Connell, Jeffrey R %A Struchalin, Maksim %A Tanaka, Toshiko %A Li, Guo %A Johnson, Andrew D %A Gierman, Hinco J %A Feitosa, Mary %A Hwang, Shih-Jen %A Atkinson, Elizabeth J %A Lohman, Kurt %A Cornelis, Marilyn C %A Johansson, Åsa %A Tönjes, Anke %A Dehghan, Abbas %A Chouraki, Vincent %A Holliday, Elizabeth G %A Sorice, Rossella %A Kutalik, Zoltán %A Lehtimäki, Terho %A Esko, Tõnu %A Deshmukh, Harshal %A Ulivi, Sheila %A Chu, Audrey Y %A Murgia, Federico %A Trompet, Stella %A Imboden, Medea %A Kollerits, Barbara %A Pistis, Giorgio %A Harris, Tamara B %A Launer, Lenore J %A Aspelund, Thor %A Eiriksdottir, Gudny %A Mitchell, Braxton D %A Boerwinkle, Eric %A Schmidt, Helena %A Cavalieri, Margherita %A Rao, Madhumathi %A Hu, Frank B %A Demirkan, Ayse %A Oostra, Ben A %A de Andrade, Mariza %A Turner, Stephen T %A Ding, Jingzhong %A Andrews, Jeanette S %A Freedman, Barry I %A Koenig, Wolfgang %A Illig, Thomas %A Döring, Angela %A Wichmann, H-Erich %A Kolcic, Ivana %A Zemunik, Tatijana %A Boban, Mladen %A Minelli, Cosetta %A Wheeler, Heather E %A Igl, Wilmar %A Zaboli, Ghazal %A Wild, Sarah H %A Wright, Alan F %A Campbell, Harry %A Ellinghaus, David %A Nöthlings, Ute %A Jacobs, Gunnar %A Biffar, Reiner %A Endlich, Karlhans %A Ernst, Florian %A Homuth, Georg %A Kroemer, Heyo K %A Nauck, Matthias %A Stracke, Sylvia %A Völker, Uwe %A Völzke, Henry %A Kovacs, Peter %A Stumvoll, Michael %A Mägi, Reedik %A Hofman, Albert %A Uitterlinden, André G %A Rivadeneira, Fernando %A Aulchenko, Yurii S %A Polasek, Ozren %A Hastie, Nick %A Vitart, Veronique %A Helmer, Catherine %A Wang, Jie Jin %A Ruggiero, Daniela %A Bergmann, Sven %A Kähönen, Mika %A Viikari, Jorma %A Nikopensius, Tiit %A Province, Michael %A Ketkar, Shamika %A Colhoun, Helen %A Doney, Alex %A Robino, Antonietta %A Giulianini, Franco %A Krämer, Bernhard K %A Portas, Laura %A Ford, Ian %A Buckley, Brendan M %A Adam, Martin %A Thun, Gian-Andri %A Paulweber, Bernhard %A Haun, Margot %A Sala, Cinzia %A Metzger, Marie %A Mitchell, Paul %A Ciullo, Marina %A Kim, Stuart K %A Vollenweider, Peter %A Raitakari, Olli %A Metspalu, Andres %A Palmer, Colin %A Gasparini, Paolo %A Pirastu, Mario %A Jukema, J Wouter %A Probst-Hensch, Nicole M %A Kronenberg, Florian %A Toniolo, Daniela %A Gudnason, Vilmundur %A Shuldiner, Alan R %A Coresh, Josef %A Schmidt, Reinhold %A Ferrucci, Luigi %A Siscovick, David S %A van Duijn, Cornelia M %A Borecki, Ingrid %A Kardia, Sharon L R %A Liu, Yongmei %A Curhan, Gary C %A Rudan, Igor %A Gyllensten, Ulf %A Wilson, James F %A Franke, Andre %A Pramstaller, Peter P %A Rettig, Rainer %A Prokopenko, Inga %A Witteman, Jacqueline C M %A Hayward, Caroline %A Ridker, Paul %A Parsa, Afshin %A Bochud, Murielle %A Heid, Iris M %A Goessling, Wolfram %A Chasman, Daniel I %A Kao, W H Linda %A Fox, Caroline S %K African Americans %K Aged %K Animals %K Caspase 9 %K Cyclin-Dependent Kinases %K DEAD-box RNA Helicases %K DNA Helicases %K European Continental Ancestry Group %K Female %K Follow-Up Studies %K Gene Knockdown Techniques %K Genome-Wide Association Study %K Glomerular Filtration Rate %K Humans %K Kidney %K Kidney Failure, Chronic %K Male %K Middle Aged %K Phosphoric Diester Hydrolases %K Zebrafish %X

Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genome-wide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.

%B PLoS Genet %V 8 %P e1002584 %8 2012 %G eng %N 3 %1 http://www.ncbi.nlm.nih.gov/pubmed/22479191?dopt=Abstract %R 10.1371/journal.pgen.1002584 %0 Journal Article %J Hum Mol Genet %D 2012 %T Integration of genome-wide association studies with biological knowledge identifies six novel genes related to kidney function. %A Chasman, Daniel I %A Fuchsberger, Christian %A Pattaro, Cristian %A Teumer, Alexander %A Böger, Carsten A %A Endlich, Karlhans %A Olden, Matthias %A Chen, Ming-Huei %A Tin, Adrienne %A Taliun, Daniel %A Li, Man %A Gao, Xiaoyi %A Gorski, Mathias %A Yang, Qiong %A Hundertmark, Claudia %A Foster, Meredith C %A O'Seaghdha, Conall M %A Glazer, Nicole %A Isaacs, Aaron %A Liu, Ching-Ti %A Smith, Albert V %A O'Connell, Jeffrey R %A Struchalin, Maksim %A Tanaka, Toshiko %A Li, Guo %A Johnson, Andrew D %A Gierman, Hinco J %A Feitosa, Mary F %A Hwang, Shih-Jen %A Atkinson, Elizabeth J %A Lohman, Kurt %A Cornelis, Marilyn C %A Johansson, Åsa %A Tönjes, Anke %A Dehghan, Abbas %A Lambert, Jean-Charles %A Holliday, Elizabeth G %A Sorice, Rossella %A Kutalik, Zoltán %A Lehtimäki, Terho %A Esko, Tõnu %A Deshmukh, Harshal %A Ulivi, Sheila %A Chu, Audrey Y %A Murgia, Federico %A Trompet, Stella %A Imboden, Medea %A Coassin, Stefan %A Pistis, Giorgio %A Harris, Tamara B %A Launer, Lenore J %A Aspelund, Thor %A Eiriksdottir, Gudny %A Mitchell, Braxton D %A Boerwinkle, Eric %A Schmidt, Helena %A Cavalieri, Margherita %A Rao, Madhumathi %A Hu, Frank %A Demirkan, Ayse %A Oostra, Ben A %A de Andrade, Mariza %A Turner, Stephen T %A Ding, Jingzhong %A Andrews, Jeanette S %A Freedman, Barry I %A Giulianini, Franco %A Koenig, Wolfgang %A Illig, Thomas %A Meisinger, Christa %A Gieger, Christian %A Zgaga, Lina %A Zemunik, Tatijana %A Boban, Mladen %A Minelli, Cosetta %A Wheeler, Heather E %A Igl, Wilmar %A Zaboli, Ghazal %A Wild, Sarah H %A Wright, Alan F %A Campbell, Harry %A Ellinghaus, David %A Nöthlings, Ute %A Jacobs, Gunnar %A Biffar, Reiner %A Ernst, Florian %A Homuth, Georg %A Kroemer, Heyo K %A Nauck, Matthias %A Stracke, Sylvia %A Völker, Uwe %A Völzke, Henry %A Kovacs, Peter %A Stumvoll, Michael %A Mägi, Reedik %A Hofman, Albert %A Uitterlinden, André G %A Rivadeneira, Fernando %A Aulchenko, Yurii S %A Polasek, Ozren %A Hastie, Nick %A Vitart, Veronique %A Helmer, Catherine %A Wang, Jie Jin %A Stengel, Bénédicte %A Ruggiero, Daniela %A Bergmann, Sven %A Kähönen, Mika %A Viikari, Jorma %A Nikopensius, Tiit %A Province, Michael %A Ketkar, Shamika %A Colhoun, Helen %A Doney, Alex %A Robino, Antonietta %A Krämer, Bernhard K %A Portas, Laura %A Ford, Ian %A Buckley, Brendan M %A Adam, Martin %A Thun, Gian-Andri %A Paulweber, Bernhard %A Haun, Margot %A Sala, Cinzia %A Mitchell, Paul %A Ciullo, Marina %A Kim, Stuart K %A Vollenweider, Peter %A Raitakari, Olli %A Metspalu, Andres %A Palmer, Colin %A Gasparini, Paolo %A Pirastu, Mario %A Jukema, J Wouter %A Probst-Hensch, Nicole M %A Kronenberg, Florian %A Toniolo, Daniela %A Gudnason, Vilmundur %A Shuldiner, Alan R %A Coresh, Josef %A Schmidt, Reinhold %A Ferrucci, Luigi %A Siscovick, David S %A van Duijn, Cornelia M %A Borecki, Ingrid B %A Kardia, Sharon L R %A Liu, Yongmei %A Curhan, Gary C %A Rudan, Igor %A Gyllensten, Ulf %A Wilson, James F %A Franke, Andre %A Pramstaller, Peter P %A Rettig, Rainer %A Prokopenko, Inga %A Witteman, Jacqueline %A Hayward, Caroline %A Ridker, Paul M %A Parsa, Afshin %A Bochud, Murielle %A Heid, Iris M %A Kao, W H Linda %A Fox, Caroline S %A Köttgen, Anna %K Amino Acid Transport Systems, Basic %K Antigens, CD98 Heavy Chain %K Genetic Predisposition to Disease %K Genome-Wide Association Study %K Glomerular Filtration Rate %K Humans %K Inhibin-beta Subunits %K Intracellular Signaling Peptides and Proteins %K Low Density Lipoprotein Receptor-Related Protein-2 %K Membrane Proteins %K Polymorphism, Single Nucleotide %X

In conducting genome-wide association studies (GWAS), analytical approaches leveraging biological information may further understanding of the pathophysiology of clinical traits. To discover novel associations with estimated glomerular filtration rate (eGFR), a measure of kidney function, we developed a strategy for integrating prior biological knowledge into the existing GWAS data for eGFR from the CKDGen Consortium. Our strategy focuses on single nucleotide polymorphism (SNPs) in genes that are connected by functional evidence, determined by literature mining and gene ontology (GO) hierarchies, to genes near previously validated eGFR associations. It then requires association thresholds consistent with multiple testing, and finally evaluates novel candidates by independent replication. Among the samples of European ancestry, we identified a genome-wide significant SNP in FBXL20 (P = 5.6 × 10(-9)) in meta-analysis of all available data, and additional SNPs at the INHBC, LRP2, PLEKHA1, SLC3A2 and SLC7A6 genes meeting multiple-testing corrected significance for replication and overall P-values of 4.5 × 10(-4)-2.2 × 10(-7). Neither the novel PLEKHA1 nor FBXL20 associations, both further supported by association with eGFR among African Americans and with transcript abundance, would have been implicated by eGFR candidate gene approaches. LRP2, encoding the megalin receptor, was identified through connection with the previously known eGFR gene DAB2 and extends understanding of the megalin system in kidney function. These findings highlight integration of existing genome-wide association data with independent biological knowledge to uncover novel candidate eGFR associations, including candidates lacking known connections to kidney-specific pathways. The strategy may also be applicable to other clinical phenotypes, although more testing will be needed to assess its potential for discovery in general.

%B Hum Mol Genet %V 21 %P 5329-43 %8 2012 Dec 15 %G eng %N 24 %1 http://www.ncbi.nlm.nih.gov/pubmed/22962313?dopt=Abstract %R 10.1093/hmg/dds369 %0 Journal Article %J Nat Genet %D 2012 %T Meta-analyses identify 13 loci associated with age at menopause and highlight DNA repair and immune pathways. %A Stolk, Lisette %A Perry, John R B %A Chasman, Daniel I %A He, Chunyan %A Mangino, Massimo %A Sulem, Patrick %A Barbalic, Maja %A Broer, Linda %A Byrne, Enda M %A Ernst, Florian %A Esko, Tõnu %A Franceschini, Nora %A Gudbjartsson, Daniel F %A Hottenga, Jouke-Jan %A Kraft, Peter %A McArdle, Patrick F %A Porcu, Eleonora %A Shin, So-Youn %A Smith, Albert V %A van Wingerden, Sophie %A Zhai, Guangju %A Zhuang, Wei V %A Albrecht, Eva %A Alizadeh, Behrooz Z %A Aspelund, Thor %A Bandinelli, Stefania %A Lauc, Lovorka Barac %A Beckmann, Jacques S %A Boban, Mladen %A Boerwinkle, Eric %A Broekmans, Frank J %A Burri, Andrea %A Campbell, Harry %A Chanock, Stephen J %A Chen, Constance %A Cornelis, Marilyn C %A Corre, Tanguy %A Coviello, Andrea D %A d'Adamo, Pio %A Davies, Gail %A de Faire, Ulf %A de Geus, Eco J C %A Deary, Ian J %A Dedoussis, George V Z %A Deloukas, Panagiotis %A Ebrahim, Shah %A Eiriksdottir, Gudny %A Emilsson, Valur %A Eriksson, Johan G %A Fauser, Bart C J M %A Ferreli, Liana %A Ferrucci, Luigi %A Fischer, Krista %A Folsom, Aaron R %A Garcia, Melissa E %A Gasparini, Paolo %A Gieger, Christian %A Glazer, Nicole %A Grobbee, Diederick E %A Hall, Per %A Haller, Toomas %A Hankinson, Susan E %A Hass, Merli %A Hayward, Caroline %A Heath, Andrew C %A Hofman, Albert %A Ingelsson, Erik %A Janssens, A Cecile J W %A Johnson, Andrew D %A Karasik, David %A Kardia, Sharon L R %A Keyzer, Jules %A Kiel, Douglas P %A Kolcic, Ivana %A Kutalik, Zoltán %A Lahti, Jari %A Lai, Sandra %A Laisk, Triin %A Laven, Joop S E %A Lawlor, Debbie A %A Liu, Jianjun %A Lopez, Lorna M %A Louwers, Yvonne V %A Magnusson, Patrik K E %A Marongiu, Mara %A Martin, Nicholas G %A Klaric, Irena Martinovic %A Masciullo, Corrado %A McKnight, Barbara %A Medland, Sarah E %A Melzer, David %A Mooser, Vincent %A Navarro, Pau %A Newman, Anne B %A Nyholt, Dale R %A Onland-Moret, N Charlotte %A Palotie, Aarno %A Paré, Guillaume %A Parker, Alex N %A Pedersen, Nancy L %A Peeters, Petra H M %A Pistis, Giorgio %A Plump, Andrew S %A Polasek, Ozren %A Pop, Victor J M %A Psaty, Bruce M %A Räikkönen, Katri %A Rehnberg, Emil %A Rotter, Jerome I %A Rudan, Igor %A Sala, Cinzia %A Salumets, Andres %A Scuteri, Angelo %A Singleton, Andrew %A Smith, Jennifer A %A Snieder, Harold %A Soranzo, Nicole %A Stacey, Simon N %A Starr, John M %A Stathopoulou, Maria G %A Stirrups, Kathleen %A Stolk, Ronald P %A Styrkarsdottir, Unnur %A Sun, Yan V %A Tenesa, Albert %A Thorand, Barbara %A Toniolo, Daniela %A Tryggvadottir, Laufey %A Tsui, Kim %A Ulivi, Sheila %A van Dam, Rob M %A van der Schouw, Yvonne T %A van Gils, Carla H %A van Nierop, Peter %A Vink, Jacqueline M %A Visscher, Peter M %A Voorhuis, Marlies %A Waeber, Gerard %A Wallaschofski, Henri %A Wichmann, H Erich %A Widen, Elisabeth %A Wijnands-van Gent, Colette J M %A Willemsen, Gonneke %A Wilson, James F %A Wolffenbuttel, Bruce H R %A Wright, Alan F %A Yerges-Armstrong, Laura M %A Zemunik, Tatijana %A Zgaga, Lina %A Zillikens, M Carola %A Zygmunt, Marek %A Arnold, Alice M %A Boomsma, Dorret I %A Buring, Julie E %A Crisponi, Laura %A Demerath, Ellen W %A Gudnason, Vilmundur %A Harris, Tamara B %A Hu, Frank B %A Hunter, David J %A Launer, Lenore J %A Metspalu, Andres %A Montgomery, Grant W %A Oostra, Ben A %A Ridker, Paul M %A Sanna, Serena %A Schlessinger, David %A Spector, Tim D %A Stefansson, Kari %A Streeten, Elizabeth A %A Thorsteinsdottir, Unnur %A Uda, Manuela %A Uitterlinden, André G %A van Duijn, Cornelia M %A Völzke, Henry %A Murray, Anna %A Murabito, Joanne M %A Visser, Jenny A %A Lunetta, Kathryn L %K Age Factors %K DNA Helicases %K DNA Primase %K DNA Repair %K DNA Repair Enzymes %K DNA-Directed DNA Polymerase %K European Continental Ancestry Group %K Exodeoxyribonucleases %K Female %K Genetic Loci %K Genome-Wide Association Study %K Humans %K Immunity %K Menopause %K Polymorphism, Single Nucleotide %K Proteins %X

To newly identify loci for age at natural menopause, we carried out a meta-analysis of 22 genome-wide association studies (GWAS) in 38,968 women of European descent, with replication in up to 14,435 women. In addition to four known loci, we identified 13 loci newly associated with age at natural menopause (at P < 5 × 10(-8)). Candidate genes located at these newly associated loci include genes implicated in DNA repair (EXO1, HELQ, UIMC1, FAM175A, FANCI, TLK1, POLG and PRIM1) and immune function (IL11, NLRP11 and PRRC2A (also known as BAT2)). Gene-set enrichment pathway analyses using the full GWAS data set identified exoDNase, NF-κB signaling and mitochondrial dysfunction as biological processes related to timing of menopause.

%B Nat Genet %V 44 %P 260-8 %8 2012 Mar %G eng %N 3 %1 http://www.ncbi.nlm.nih.gov/pubmed/22267201?dopt=Abstract %R 10.1038/ng.1051 %0 Journal Article %J Nat Genet %D 2011 %T Genome-wide association study identifies six new loci influencing pulse pressure and mean arterial pressure. %A Wain, Louise V %A Verwoert, Germaine C %A O'Reilly, Paul F %A Shi, Gang %A Johnson, Toby %A Johnson, Andrew D %A Bochud, Murielle %A Rice, Kenneth M %A Henneman, Peter %A Smith, Albert V %A Ehret, Georg B %A Amin, Najaf %A Larson, Martin G %A Mooser, Vincent %A Hadley, David %A Dörr, Marcus %A Bis, Joshua C %A Aspelund, Thor %A Esko, Tõnu %A Janssens, A Cecile J W %A Zhao, Jing Hua %A Heath, Simon %A Laan, Maris %A Fu, Jingyuan %A Pistis, Giorgio %A Luan, Jian'an %A Arora, Pankaj %A Lucas, Gavin %A Pirastu, Nicola %A Pichler, Irene %A Jackson, Anne U %A Webster, Rebecca J %A Zhang, Feng %A Peden, John F %A Schmidt, Helena %A Tanaka, Toshiko %A Campbell, Harry %A Igl, Wilmar %A Milaneschi, Yuri %A Hottenga, Jouke-Jan %A Vitart, Veronique %A Chasman, Daniel I %A Trompet, Stella %A Bragg-Gresham, Jennifer L %A Alizadeh, Behrooz Z %A Chambers, John C %A Guo, Xiuqing %A Lehtimäki, Terho %A Kuhnel, Brigitte %A Lopez, Lorna M %A Polasek, Ozren %A Boban, Mladen %A Nelson, Christopher P %A Morrison, Alanna C %A Pihur, Vasyl %A Ganesh, Santhi K %A Hofman, Albert %A Kundu, Suman %A Mattace-Raso, Francesco U S %A Rivadeneira, Fernando %A Sijbrands, Eric J G %A Uitterlinden, André G %A Hwang, Shih-Jen %A Vasan, Ramachandran S %A Wang, Thomas J %A Bergmann, Sven %A Vollenweider, Peter %A Waeber, Gerard %A Laitinen, Jaana %A Pouta, Anneli %A Zitting, Paavo %A McArdle, Wendy L %A Kroemer, Heyo K %A Völker, Uwe %A Völzke, Henry %A Glazer, Nicole L %A Taylor, Kent D %A Harris, Tamara B %A Alavere, Helene %A Haller, Toomas %A Keis, Aime %A Tammesoo, Mari-Liis %A Aulchenko, Yurii %A Barroso, Inês %A Khaw, Kay-Tee %A Galan, Pilar %A Hercberg, Serge %A Lathrop, Mark %A Eyheramendy, Susana %A Org, Elin %A Sõber, Siim %A Lu, Xiaowen %A Nolte, Ilja M %A Penninx, Brenda W %A Corre, Tanguy %A Masciullo, Corrado %A Sala, Cinzia %A Groop, Leif %A Voight, Benjamin F %A Melander, Olle %A O'Donnell, Christopher J %A Salomaa, Veikko %A d'Adamo, Adamo Pio %A Fabretto, Antonella %A Faletra, Flavio %A Ulivi, Sheila %A Del Greco, Fabiola M %A Facheris, Maurizio %A Collins, Francis S %A Bergman, Richard N %A Beilby, John P %A Hung, Joseph %A Musk, A William %A Mangino, Massimo %A Shin, So-Youn %A Soranzo, Nicole %A Watkins, Hugh %A Goel, Anuj %A Hamsten, Anders %A Gider, Pierre %A Loitfelder, Marisa %A Zeginigg, Marion %A Hernandez, Dena %A Najjar, Samer S %A Navarro, Pau %A Wild, Sarah H %A Corsi, Anna Maria %A Singleton, Andrew %A de Geus, Eco J C %A Willemsen, Gonneke %A Parker, Alex N %A Rose, Lynda M %A Buckley, Brendan %A Stott, David %A Orru, Marco %A Uda, Manuela %A van der Klauw, Melanie M %A Zhang, Weihua %A Li, Xinzhong %A Scott, James %A Chen, Yii-Der Ida %A Burke, Gregory L %A Kähönen, Mika %A Viikari, Jorma %A Döring, Angela %A Meitinger, Thomas %A Davies, Gail %A Starr, John M %A Emilsson, Valur %A Plump, Andrew %A Lindeman, Jan H %A Hoen, Peter A C 't %A König, Inke R %A Felix, Janine F %A Clarke, Robert %A Hopewell, Jemma C %A Ongen, Halit %A Breteler, Monique %A Debette, Stéphanie %A Destefano, Anita L %A Fornage, Myriam %A Mitchell, Gary F %A Smith, Nicholas L %A Holm, Hilma %A Stefansson, Kari %A Thorleifsson, Gudmar %A Thorsteinsdottir, Unnur %A Samani, Nilesh J %A Preuss, Michael %A Rudan, Igor %A Hayward, Caroline %A Deary, Ian J %A Wichmann, H-Erich %A Raitakari, Olli T %A Palmas, Walter %A Kooner, Jaspal S %A Stolk, Ronald P %A Jukema, J Wouter %A Wright, Alan F %A Boomsma, Dorret I %A Bandinelli, Stefania %A Gyllensten, Ulf B %A Wilson, James F %A Ferrucci, Luigi %A Schmidt, Reinhold %A Farrall, Martin %A Spector, Tim D %A Palmer, Lyle J %A Tuomilehto, Jaakko %A Pfeufer, Arne %A Gasparini, Paolo %A Siscovick, David %A Altshuler, David %A Loos, Ruth J F %A Toniolo, Daniela %A Snieder, Harold %A Gieger, Christian %A Meneton, Pierre %A Wareham, Nicholas J %A Oostra, Ben A %A Metspalu, Andres %A Launer, Lenore %A Rettig, Rainer %A Strachan, David P %A Beckmann, Jacques S %A Witteman, Jacqueline C M %A Erdmann, Jeanette %A van Dijk, Ko Willems %A Boerwinkle, Eric %A Boehnke, Michael %A Ridker, Paul M %A Järvelin, Marjo-Riitta %A Chakravarti, Aravinda %A Abecasis, Goncalo R %A Gudnason, Vilmundur %A Newton-Cheh, Christopher %A Levy, Daniel %A Munroe, Patricia B %A Psaty, Bruce M %A Caulfield, Mark J %A Rao, Dabeeru C %A Tobin, Martin D %A Elliott, Paul %A van Duijn, Cornelia M %K Arteries %K Blood Pressure %K Case-Control Studies %K Follow-Up Studies %K Genetic Loci %K Genome-Wide Association Study %K Humans %K Hypertension %K Linkage Disequilibrium %K Polymorphism, Single Nucleotide %X

Numerous genetic loci have been associated with systolic blood pressure (SBP) and diastolic blood pressure (DBP) in Europeans. We now report genome-wide association studies of pulse pressure (PP) and mean arterial pressure (MAP). In discovery (N = 74,064) and follow-up studies (N = 48,607), we identified at genome-wide significance (P = 2.7 × 10(-8) to P = 2.3 × 10(-13)) four new PP loci (at 4q12 near CHIC2, 7q22.3 near PIK3CG, 8q24.12 in NOV and 11q24.3 near ADAMTS8), two new MAP loci (3p21.31 in MAP4 and 10q25.3 near ADRB1) and one locus associated with both of these traits (2q24.3 near FIGN) that has also recently been associated with SBP in east Asians. For three of the new PP loci, the estimated effect for SBP was opposite of that for DBP, in contrast to the majority of common SBP- and DBP-associated variants, which show concordant effects on both traits. These findings suggest new genetic pathways underlying blood pressure variation, some of which may differentially influence SBP and DBP.

%B Nat Genet %V 43 %P 1005-11 %8 2011 Oct %G eng %N 10 %1 http://www.ncbi.nlm.nih.gov/pubmed/21909110?dopt=Abstract %R 10.1038/ng.922 %0 Journal Article %J PLoS Genet %D 2011 %T Multiple loci are associated with white blood cell phenotypes. %A Nalls, Michael A %A Couper, David J %A Tanaka, Toshiko %A van Rooij, Frank J A %A Chen, Ming-Huei %A Smith, Albert V %A Toniolo, Daniela %A Zakai, Neil A %A Yang, Qiong %A Greinacher, Andreas %A Wood, Andrew R %A Garcia, Melissa %A Gasparini, Paolo %A Liu, Yongmei %A Lumley, Thomas %A Folsom, Aaron R %A Reiner, Alex P %A Gieger, Christian %A Lagou, Vasiliki %A Felix, Janine F %A Völzke, Henry %A Gouskova, Natalia A %A Biffi, Alessandro %A Döring, Angela %A Völker, Uwe %A Chong, Sean %A Wiggins, Kerri L %A Rendon, Augusto %A Dehghan, Abbas %A Moore, Matt %A Taylor, Kent %A Wilson, James G %A Lettre, Guillaume %A Hofman, Albert %A Bis, Joshua C %A Pirastu, Nicola %A Fox, Caroline S %A Meisinger, Christa %A Sambrook, Jennifer %A Arepalli, Sampath %A Nauck, Matthias %A Prokisch, Holger %A Stephens, Jonathan %A Glazer, Nicole L %A Cupples, L Adrienne %A Okada, Yukinori %A Takahashi, Atsushi %A Kamatani, Yoichiro %A Matsuda, Koichi %A Tsunoda, Tatsuhiko %A Tanaka, Toshihiro %A Kubo, Michiaki %A Nakamura, Yusuke %A Yamamoto, Kazuhiko %A Kamatani, Naoyuki %A Stumvoll, Michael %A Tönjes, Anke %A Prokopenko, Inga %A Illig, Thomas %A Patel, Kushang V %A Garner, Stephen F %A Kuhnel, Brigitte %A Mangino, Massimo %A Oostra, Ben A %A Thein, Swee Lay %A Coresh, Josef %A Wichmann, H-Erich %A Menzel, Stephan %A Lin, JingPing %A Pistis, Giorgio %A Uitterlinden, André G %A Spector, Tim D %A Teumer, Alexander %A Eiriksdottir, Gudny %A Gudnason, Vilmundur %A Bandinelli, Stefania %A Frayling, Timothy M %A Chakravarti, Aravinda %A van Duijn, Cornelia M %A Melzer, David %A Ouwehand, Willem H %A Levy, Daniel %A Boerwinkle, Eric %A Singleton, Andrew B %A Hernandez, Dena G %A Longo, Dan L %A Soranzo, Nicole %A Witteman, Jacqueline C M %A Psaty, Bruce M %A Ferrucci, Luigi %A Harris, Tamara B %A O'Donnell, Christopher J %A Ganesh, Santhi K %K Genetic Loci %K Genome-Wide Association Study %K Humans %K Leukocyte Count %K Leukocytes %K Molecular Epidemiology %K Multigene Family %K Phenotype %K Polymorphism, Single Nucleotide %K Ubiquitin-Protein Ligases %X

White blood cell (WBC) count is a common clinical measure from complete blood count assays, and it varies widely among healthy individuals. Total WBC count and its constituent subtypes have been shown to be moderately heritable, with the heritability estimates varying across cell types. We studied 19,509 subjects from seven cohorts in a discovery analysis, and 11,823 subjects from ten cohorts for replication analyses, to determine genetic factors influencing variability within the normal hematological range for total WBC count and five WBC subtype measures. Cohort specific data was supplied by the CHARGE, HeamGen, and INGI consortia, as well as independent collaborative studies. We identified and replicated ten associations with total WBC count and five WBC subtypes at seven different genomic loci (total WBC count-6p21 in the HLA region, 17q21 near ORMDL3, and CSF3; neutrophil count-17q21; basophil count- 3p21 near RPN1 and C3orf27; lymphocyte count-6p21, 19p13 at EPS15L1; monocyte count-2q31 at ITGA4, 3q21, 8q24 an intergenic region, 9q31 near EDG2), including three previously reported associations and seven novel associations. To investigate functional relationships among variants contributing to variability in the six WBC traits, we utilized gene expression- and pathways-based analyses. We implemented gene-clustering algorithms to evaluate functional connectivity among implicated loci and showed functional relationships across cell types. Gene expression data from whole blood was utilized to show that significant biological consequences can be extracted from our genome-wide analyses, with effect estimates for significant loci from the meta-analyses being highly corellated with the proximal gene expression. In addition, collaborative efforts between the groups contributing to this study and related studies conducted by the COGENT and RIKEN groups allowed for the examination of effect homogeneity for genome-wide significant associations across populations of diverse ancestral backgrounds.

%B PLoS Genet %V 7 %P e1002113 %8 2011 Jun %G eng %N 6 %1 http://www.ncbi.nlm.nih.gov/pubmed/21738480?dopt=Abstract %R 10.1371/journal.pgen.1002113