ALBERT

Description: A major challenge in human genetics is to devise a systematic strategy to integrate disease-associated variants with diverse genomic and biological data sets to provide insight into disease pathogenesis and guide drug discovery for complex traits such as rheumatoid arthritis (RA). Here we performed a genome-wide association study meta-analysis in a total of 〉100,000 subjects of European and Asian ancestries (29,880 RA cases and 73,758 controls), by evaluating approximately 10 million single-nucleotide polymorphisms. We discovered 42 novel RA risk loci at a genome-wide level of significance, bringing the total to 101 (refs 2 - 4). We devised an in silico pipeline using established bioinformatics methods based on functional annotation, cis-acting expression quantitative trait loci and pathway analyses--as well as novel methods based on genetic overlap with human primary immunodeficiency, haematological cancer somatic mutations and knockout mouse phenotypes--to identify 98 biological candidate genes at these 101 risk loci. We demonstrate that these genes are the targets of approved therapies for RA, and further suggest that drugs approved for other indications may be repurposed for the treatment of RA. Together, this comprehensive genetic study sheds light on fundamental genes, pathways and cell types that contribute to RA pathogenesis, and provides empirical evidence that the genetics of RA can provide important information for drug discovery.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3944098/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3944098/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Okada, Yukinori -- Wu, Di -- Trynka, Gosia -- Raj, Towfique -- Terao, Chikashi -- Ikari, Katsunori -- Kochi, Yuta -- Ohmura, Koichiro -- Suzuki, Akari -- Yoshida, Shinji -- Graham, Robert R -- Manoharan, Arun -- Ortmann, Ward -- Bhangale, Tushar -- Denny, Joshua C -- Carroll, Robert J -- Eyler, Anne E -- Greenberg, Jeffrey D -- Kremer, Joel M -- Pappas, Dimitrios A -- Jiang, Lei -- Yin, Jian -- Ye, Lingying -- Su, Ding-Feng -- Yang, Jian -- Xie, Gang -- Keystone, Ed -- Westra, Harm-Jan -- Esko, Tonu -- Metspalu, Andres -- Zhou, Xuezhong -- Gupta, Namrata -- Mirel, Daniel -- Stahl, Eli A -- Diogo, Dorothee -- Cui, Jing -- Liao, Katherine -- Guo, Michael H -- Myouzen, Keiko -- Kawaguchi, Takahisa -- Coenen, Marieke J H -- van Riel, Piet L C M -- van de Laar, Mart A F J -- Guchelaar, Henk-Jan -- Huizinga, Tom W J -- Dieude, Philippe -- Mariette, Xavier -- Bridges, S Louis Jr -- Zhernakova, Alexandra -- Toes, Rene E M -- Tak, Paul P -- Miceli-Richard, Corinne -- Bang, So-Young -- Lee, Hye-Soon -- Martin, Javier -- Gonzalez-Gay, Miguel A -- Rodriguez-Rodriguez, Luis -- Rantapaa-Dahlqvist, Solbritt -- Arlestig, Lisbeth -- Choi, Hyon K -- Kamatani, Yoichiro -- Galan, Pilar -- Lathrop, Mark -- RACI consortium -- GARNET consortium -- Eyre, Steve -- Bowes, John -- Barton, Anne -- de Vries, Niek -- Moreland, Larry W -- Criswell, Lindsey A -- Karlson, Elizabeth W -- Taniguchi, Atsuo -- Yamada, Ryo -- Kubo, Michiaki -- Liu, Jun S -- Bae, Sang-Cheol -- Worthington, Jane -- Padyukov, Leonid -- Klareskog, Lars -- Gregersen, Peter K -- Raychaudhuri, Soumya -- Stranger, Barbara E -- De Jager, Philip L -- Franke, Lude -- Visscher, Peter M -- Brown, Matthew A -- Yamanaka, Hisashi -- Mimori, Tsuneyo -- Takahashi, Atsushi -- Xu, Huji -- Behrens, Timothy W -- Siminovitch, Katherine A -- Momohara, Shigeki -- Matsuda, Fumihiko -- Yamamoto, Kazuhiko -- Plenge, Robert M -- 20385/Arthritis Research UK/United Kingdom -- 79321/Canadian Institutes of Health Research/Canada -- K08-KAR055688A/PHS HHS/ -- K24 AR052403/AR/NIAMS NIH HHS/ -- P60 AR047785/AR/NIAMS NIH HHS/ -- R01 AR056768/AR/NIAMS NIH HHS/ -- R01 AR057108/AR/NIAMS NIH HHS/ -- R01 AR059648/AR/NIAMS NIH HHS/ -- R01 AR063759/AR/NIAMS NIH HHS/ -- R01-AR056291/AR/NIAMS NIH HHS/ -- R01-AR056768/AR/NIAMS NIH HHS/ -- R01-AR057108/AR/NIAMS NIH HHS/ -- R01-AR059648/AR/NIAMS NIH HHS/ -- R01-AR065944/AR/NIAMS NIH HHS/ -- R01AR063759-01A1/AR/NIAMS NIH HHS/ -- R21 AR056042/AR/NIAMS NIH HHS/ -- T15 LM007450/LM/NLM NIH HHS/ -- U01 GM092691/GM/NIGMS NIH HHS/ -- U01-GM092691/GM/NIGMS NIH HHS/ -- U19 HL065962/HL/NHLBI NIH HHS/ -- England -- Nature. 2014 Feb 20;506(7488):376-81. doi: 10.1038/nature12873. Epub 2013 Dec 25.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉1] Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [2] Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [3] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA. ; 1] Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [2] Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [3] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA. [4] Department of Statistics, Harvard University, Cambridge, Massachusetts 02138, USA. [5] Centre for Cancer Research, Monash Institute of Medical Research, Monash University, Clayton, Victoria 3800, Australia. ; 1] Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [2] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA. [3] Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA. ; 1] Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto 606-8507, Japan. [2] Department of Rheumatology and Clinical immunology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan. ; Institute of Rheumatology, Tokyo Women's Medical University, Tokyo 162-0054, Japan. ; Laboratory for Autoimmune Diseases, Center for Integrative Medical Sciences, RIKEN, Yokohama 230-0045, Japan. ; Department of Rheumatology and Clinical immunology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan. ; Immunology Biomarkers Group, Genentech, South San Francisco, California 94080, USA. ; 1] Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA. [2] Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA. ; Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA. ; Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA. ; New York University Hospital for Joint Diseases, New York, New York 10003, USA. ; Department of Medicine, Albany Medical Center and The Center for Rheumatology, Albany, New York 12206, USA. ; Division of Rheumatology, Department of Medicine, New York, Presbyterian Hospital, College of Physicians and Surgeons, Columbia University, New York, New York 10032, USA. ; Department of Rheumatology and Immunology, Shanghai Changzheng Hospital, Second Military Medical University, Shanghai 200003, China. ; Department of Pharmacology, Second Military Medical University, Shanghai 200433, China. ; 1] University of Queensland Diamantina Institute, Translational Research Institute, Brisbane, Queensland 4072, Australia. [2] Queensland Brain Institute, The University of Queensland, Brisbane, Queensland 4072, Australia. ; 1] Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada. [2] Toronto General Research Institute, Toronto, Ontario M5G 2M9, Canada. [3] Department of Medicine, University of Toronto, Toronto, Ontario M5S 2J7, Canada. ; Department of Medicine, Mount Sinai Hospital and University of Toronto, Toronto M5S 2J7, Canada. ; Department of Genetics, University Medical Center Groningen, University of Groningen, Hanzeplein 1, Groningen 9700 RB, the Netherlands. ; 1] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA. [2] Estonian Genome Center, University of Tartu, Riia 23b, Tartu 51010, Estonia. [3] Division of Endocrinology, Children's Hospital, Boston, Massachusetts 02115, USA. ; Estonian Genome Center, University of Tartu, Riia 23b, Tartu 51010, Estonia. ; School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China. ; Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA. ; The Department of Psychiatry at Mount Sinai School of Medicine, New York, New York 10029, USA. ; 1] Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [2] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA. [3] Division of Endocrinology, Children's Hospital, Boston, Massachusetts 02115, USA. ; Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto 606-8507, Japan. ; Department of Human Genetics, Radboud University Medical Centre, Nijmegen 6500 HB, the Netherlands. ; Department of Rheumatology, Radboud University Medical Centre, Nijmegen 6500 HB, the Netherlands. ; Department of Rheumatology and Clinical Immunology, Arthritis Center Twente, University Twente & Medisch Spectrum Twente, Enschede 7500 AE, the Netherlands. ; Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden 2300 RC, the Netherlands. ; Department of Rheumatology, Leiden University Medical Center, Leiden 2300 RC, the Netherlands. ; 1] Service de Rhumatologie et INSERM U699 Hopital Bichat Claude Bernard, Assistance Publique des Hopitaux de Paris, Paris 75018, France. [2] Universite Paris 7-Diderot, Paris 75013, France. ; Institut National de la Sante et de la Recherche Medicale (INSERM) U1012, Universite Paris-Sud, Rhumatologie, Hopitaux Universitaires Paris-Sud, Assistance Publique-Hopitaux de Paris (AP-HP), Le Kremlin Bicetre 94275, France. ; Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama 35294, USA. ; 1] Department of Genetics, University Medical Center Groningen, University of Groningen, Hanzeplein 1, Groningen 9700 RB, the Netherlands. [2] Department of Rheumatology, Leiden University Medical Center, Leiden 2300 RC, the Netherlands. ; 1] AMC/University of Amsterdam, Amsterdam 1105 AZ, the Netherlands. [2] GlaxoSmithKline, Stevenage SG1 2NY, UK. [3] University of Cambridge, Cambridge CB2 1TN, UK. ; Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul 133-792, South Korea. ; Instituto de Parasitologia y Biomedicina Lopez-Neyra, CSIC, Granada 18100, Spain. ; Department of Rheumatology, Hospital Marques de Valdecilla, IFIMAV, Santander 39008, Spain. ; Hospital Clinico San Carlos, Madrid 28040, Spain. ; 1] Department of Public Health and Clinical Medicine, Umea University, Umea SE-901 87, Sweden. [2] Department of Rheumatology, Umea University, Umea SE-901 87, Sweden. ; 1] Channing Laboratory, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston 02115, Massachusetts, USA. [2] Section of Rheumatology, Boston University School of Medicine, Boston, Massachusetts 02118, USA. [3] Clinical Epidemiology Research and Training Unit, Boston University School of Medicine, Boston, Massachusetts 02118, USA. ; Centre d'Etude du Polymorphisme Humain (CEPH), Paris 75010, France. ; Universite Paris 13 Sorbonne Paris Cite, UREN (Nutritional Epidemiology Research Unit), Inserm (U557), Inra (U1125), Cnam, Bobigny 93017, France. ; McGill University and Genome Quebec Innovation Centre, Montreal, Quebec H3A 0G1 Canada. ; 1] Arthritis Research UK Epidemiology Unit, Centre for Musculoskeletal Research, University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9NT, UK. [2] National Institute for Health Research, Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospitals National Health Service Foundation Trust, Manchester Academic Health Sciences Centre, Manchester M13 9NT, UK. ; Arthritis Research UK Epidemiology Unit, Centre for Musculoskeletal Research, University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9NT, UK. ; Department of Clinical Immunology and Rheumatology & Department of Genome Analysis, Academic Medical Center/University of Amsterdam, Amsterdam 1105 AZ, the Netherlands. ; Division of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania 15261, USA. ; Rosalind Russell Medical Research Center for Arthritis, Division of Rheumatology, Department of Medicine, University of California San Francisco, San Francisco, California 94117, USA. ; Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. ; Unit of Statistical Genetics, Center for Genomic Medicine Graduate School of Medicine Kyoto University, Kyoto 606-8507, Japan. ; Laboratory for Genotyping Development, Center for Integrative Medical Sciences, RIKEN, Yokohama 230-0045, Japan. ; Department of Statistics, Harvard University, Cambridge, Massachusetts 02138, USA. ; Rheumatology Unit, Department of Medicine (Solna), Karolinska Institutet, Stockholm SE-171 76, Sweden. ; The Feinstein Institute for Medical Research, North Shore-Long Island Jewish Health System, Manhasset, New York 11030, USA. ; 1] Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [2] Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. [3] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA. [4] NIHR Manchester Musculoskeletal Biomedical, Research Unit, Central Manchester NHS Foundation Trust, Manchester Academic Health Sciences Centre, Manchester M13 9NT, UK. ; 1] Section of Genetic Medicine, University of Chicago, Chicago, Illinois 60637, USA. [2] Institute for Genomics and Systems Biology, University of Chicago, Chicago, Illinois 60637, USA. ; University of Queensland Diamantina Institute, Translational Research Institute, Brisbane, Queensland 4072, Australia. ; Laboratory for Statistical Analysis, Center for Integrative Medical Sciences, RIKEN, Yokohama 230-0045, Japan. ; 1] Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto 606-8507, Japan. [2] Core Research for Evolutional Science and Technology (CREST) program, Japan Science and Technology Agency, Kawaguchi, Saitama 332-0012, Japan. [3] Institut National de la Sante et de la Recherche Medicale (INSERM) Unite U852, Kyoto University Graduate School of Medicine, Kyoto 606-8507, Japan. ; 1] Laboratory for Autoimmune Diseases, Center for Integrative Medical Sciences, RIKEN, Yokohama 230-0045, Japan. [2] Department of Allergy and Rheumatology, Graduate School of Medicine, the University of Tokyo, Tokyo 113-0033, Japan.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/24390342" target="_blank"〉PubMed〈/a〉

Description: Most common human traits and diseases have a polygenic pattern of inheritance: DNA sequence variants at many genetic loci influence the phenotype. Genome-wide association (GWA) studies have identified more than 600 variants associated with human traits, but these typically explain small fractions of phenotypic variation, raising questions about the use of further studies. Here, using 183,727 individuals, we show that hundreds of genetic variants, in at least 180 loci, influence adult height, a highly heritable and classic polygenic trait. The large number of loci reveals patterns with important implications for genetic studies of common human diseases and traits. First, the 180 loci are not random, but instead are enriched for genes that are connected in biological pathways (P = 0.016) and that underlie skeletal growth defects (P 〈 0.001). Second, the likely causal gene is often located near the most strongly associated variant: in 13 of 21 loci containing a known skeletal growth gene, that gene was closest to the associated variant. Third, at least 19 loci have multiple independently associated variants, suggesting that allelic heterogeneity is a frequent feature of polygenic traits, that comprehensive explorations of already-discovered loci should discover additional variants and that an appreciable fraction of associated loci may have been identified. Fourth, associated variants are enriched for likely functional effects on genes, being over-represented among variants that alter amino-acid structure of proteins and expression levels of nearby genes. Our data explain approximately 10% of the phenotypic variation in height, and we estimate that unidentified common variants of similar effect sizes would increase this figure to approximately 16% of phenotypic variation (approximately 20% of heritable variation). Although additional approaches are needed to dissect the genetic architecture of polygenic human traits fully, our findings indicate that GWA studies can identify large numbers of loci that implicate biologically relevant genes and pathways.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2955183/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2955183/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Lango Allen, Hana -- Estrada, Karol -- Lettre, Guillaume -- Berndt, Sonja I -- Weedon, Michael N -- Rivadeneira, Fernando -- Willer, Cristen J -- Jackson, Anne U -- Vedantam, Sailaja -- Raychaudhuri, Soumya -- Ferreira, Teresa -- Wood, Andrew R -- Weyant, Robert J -- Segre, Ayellet V -- Speliotes, Elizabeth K -- Wheeler, Eleanor -- Soranzo, Nicole -- Park, Ju-Hyun -- Yang, Jian -- Gudbjartsson, Daniel -- Heard-Costa, Nancy L -- Randall, Joshua C -- Qi, Lu -- Vernon Smith, Albert -- Magi, Reedik -- Pastinen, Tomi -- Liang, Liming -- Heid, Iris M -- Luan, Jian'an -- Thorleifsson, Gudmar -- Winkler, Thomas W -- Goddard, Michael E -- Sin Lo, Ken -- Palmer, Cameron -- Workalemahu, Tsegaselassie -- Aulchenko, Yurii S -- Johansson, Asa -- Zillikens, M Carola -- Feitosa, Mary F -- Esko, Tonu -- Johnson, Toby -- Ketkar, Shamika -- Kraft, Peter -- Mangino, Massimo -- Prokopenko, Inga -- Absher, Devin -- Albrecht, Eva -- Ernst, Florian -- Glazer, Nicole L -- Hayward, Caroline -- Hottenga, Jouke-Jan -- Jacobs, Kevin B -- Knowles, Joshua W -- Kutalik, Zoltan -- Monda, Keri L -- Polasek, Ozren -- Preuss, Michael -- Rayner, Nigel W -- Robertson, Neil R -- Steinthorsdottir, Valgerdur -- Tyrer, Jonathan P -- Voight, Benjamin F -- Wiklund, Fredrik -- Xu, Jianfeng -- Zhao, Jing Hua -- Nyholt, Dale R -- Pellikka, Niina -- Perola, Markus -- Perry, John R B -- Surakka, Ida -- Tammesoo, Mari-Liis -- Altmaier, Elizabeth L -- Amin, Najaf -- Aspelund, Thor -- Bhangale, Tushar -- Boucher, Gabrielle -- Chasman, Daniel I -- Chen, Constance -- Coin, Lachlan -- Cooper, Matthew N -- Dixon, Anna L -- Gibson, Quince -- Grundberg, Elin -- Hao, Ke -- Juhani Junttila, M -- Kaplan, Lee M -- Kettunen, Johannes -- Konig, Inke R -- Kwan, Tony -- Lawrence, Robert W -- Levinson, Douglas F -- Lorentzon, Mattias -- McKnight, Barbara -- Morris, Andrew P -- Muller, Martina -- Suh Ngwa, Julius -- Purcell, Shaun -- Rafelt, Suzanne -- Salem, Rany M -- Salvi, Erika -- Sanna, Serena -- Shi, Jianxin -- Sovio, Ulla -- Thompson, John R -- Turchin, Michael C -- Vandenput, Liesbeth -- Verlaan, Dominique J -- Vitart, Veronique -- White, Charles C -- Ziegler, Andreas -- Almgren, Peter -- Balmforth, Anthony J -- Campbell, Harry -- Citterio, Lorena -- De Grandi, Alessandro -- Dominiczak, Anna -- Duan, Jubao -- Elliott, Paul -- Elosua, Roberto -- Eriksson, Johan G -- Freimer, Nelson B -- Geus, Eco J C -- Glorioso, Nicola -- Haiqing, Shen -- Hartikainen, Anna-Liisa -- Havulinna, Aki S -- Hicks, Andrew A -- Hui, Jennie -- Igl, Wilmar -- Illig, Thomas -- Jula, Antti -- Kajantie, Eero -- Kilpelainen, Tuomas O -- Koiranen, Markku -- Kolcic, Ivana -- Koskinen, Seppo -- Kovacs, Peter -- Laitinen, Jaana -- Liu, Jianjun -- Lokki, Marja-Liisa -- Marusic, Ana -- Maschio, Andrea -- Meitinger, Thomas -- Mulas, Antonella -- Pare, Guillaume -- Parker, Alex N -- Peden, John F -- Petersmann, Astrid -- Pichler, Irene -- Pietilainen, Kirsi H -- Pouta, Anneli -- Ridderstrale, Martin -- Rotter, Jerome I -- Sambrook, Jennifer G -- Sanders, Alan R -- Schmidt, Carsten Oliver -- Sinisalo, Juha -- Smit, Jan H -- Stringham, Heather M -- Bragi Walters, G -- Widen, Elisabeth -- Wild, Sarah H -- Willemsen, Gonneke -- Zagato, Laura -- Zgaga, Lina -- Zitting, Paavo -- Alavere, Helene -- Farrall, Martin -- McArdle, Wendy L -- Nelis, Mari -- Peters, Marjolein J -- Ripatti, Samuli -- van Meurs, Joyce B J -- Aben, Katja K -- Ardlie, Kristin G -- Beckmann, Jacques S -- Beilby, John P -- Bergman, Richard N -- Bergmann, Sven -- Collins, Francis S -- Cusi, Daniele -- den Heijer, Martin -- Eiriksdottir, Gudny -- Gejman, Pablo V -- Hall, Alistair S -- Hamsten, Anders -- Huikuri, Heikki V -- Iribarren, Carlos -- Kahonen, Mika -- Kaprio, Jaakko -- Kathiresan, Sekar -- Kiemeney, Lambertus -- Kocher, Thomas -- Launer, Lenore J -- Lehtimaki, Terho -- Melander, Olle -- Mosley, Tom H Jr -- Musk, Arthur W -- Nieminen, Markku S -- O'Donnell, Christopher J -- Ohlsson, Claes -- Oostra, Ben -- Palmer, Lyle J -- Raitakari, Olli -- Ridker, Paul M -- Rioux, John D -- Rissanen, Aila -- Rivolta, Carlo -- Schunkert, Heribert -- Shuldiner, Alan R -- Siscovick, David S -- Stumvoll, Michael -- Tonjes, Anke -- Tuomilehto, Jaakko -- van Ommen, Gert-Jan -- Viikari, Jorma -- Heath, Andrew C -- Martin, Nicholas G -- Montgomery, Grant W -- Province, Michael A -- Kayser, Manfred -- Arnold, Alice M -- Atwood, Larry D -- Boerwinkle, Eric -- Chanock, Stephen J -- Deloukas, Panos -- Gieger, Christian -- Gronberg, Henrik -- Hall, Per -- Hattersley, Andrew T -- Hengstenberg, Christian -- Hoffman, Wolfgang -- Lathrop, G Mark -- Salomaa, Veikko -- Schreiber, Stefan -- Uda, Manuela -- Waterworth, Dawn -- Wright, Alan F -- Assimes, Themistocles L -- Barroso, Ines -- Hofman, Albert -- Mohlke, Karen L -- Boomsma, Dorret I -- Caulfield, Mark J -- Cupples, L Adrienne -- Erdmann, Jeanette -- Fox, Caroline S -- Gudnason, Vilmundur -- Gyllensten, Ulf -- Harris, Tamara B -- Hayes, Richard B -- Jarvelin, Marjo-Riitta -- Mooser, Vincent -- Munroe, Patricia B -- Ouwehand, Willem H -- Penninx, Brenda W -- Pramstaller, Peter P -- Quertermous, Thomas -- Rudan, Igor -- Samani, Nilesh J -- Spector, Timothy D -- Volzke, Henry -- Watkins, Hugh -- Wilson, James F -- Groop, Leif C -- Haritunians, Talin -- Hu, Frank B -- Kaplan, Robert C -- Metspalu, Andres -- North, Kari E -- Schlessinger, David -- Wareham, Nicholas J -- Hunter, David J -- O'Connell, Jeffrey R -- Strachan, David P -- Wichmann, H-Erich -- Borecki, Ingrid B -- van Duijn, Cornelia M -- Schadt, Eric E -- Thorsteinsdottir, Unnur -- Peltonen, Leena -- Uitterlinden, Andre G -- Visscher, Peter M -- Chatterjee, Nilanjan -- Loos, Ruth J F -- Boehnke, Michael -- McCarthy, Mark I -- Ingelsson, Erik -- Lindgren, Cecilia M -- Abecasis, Goncalo R -- Stefansson, Kari -- Frayling, Timothy M -- Hirschhorn, Joel N -- 064890/Wellcome Trust/United Kingdom -- 068545/Wellcome Trust/United Kingdom -- 068545/Z/02/Wellcome Trust/United Kingdom -- 072856/Wellcome Trust/United Kingdom -- 072960/Wellcome Trust/United Kingdom -- 075491/Wellcome Trust/United Kingdom -- 076113/Wellcome Trust/United Kingdom -- 076113/B/04/Z/Wellcome Trust/United Kingdom -- 076113/C/04/Z/Wellcome Trust/United Kingdom -- 077016/Wellcome Trust/United Kingdom -- 077016/Z/05/Z/Wellcome Trust/United Kingdom -- 079557/Wellcome Trust/United Kingdom -- 079771/Wellcome Trust/United Kingdom -- 079895/Wellcome Trust/United Kingdom -- 081682/Wellcome Trust/United Kingdom -- 081682/Z/06/Z/Wellcome Trust/United Kingdom -- 083270/Wellcome Trust/United Kingdom -- 084183/Z/07/Z/Wellcome Trust/United Kingdom -- 085301/Wellcome Trust/United Kingdom -- 085301/Z/08/Z/Wellcome Trust/United Kingdom -- 086596/Wellcome Trust/United Kingdom -- 086596/Z/08/Z/Wellcome Trust/United Kingdom -- 088885/Wellcome Trust/United Kingdom -- 090532/Wellcome Trust/United Kingdom -- 091746/Wellcome Trust/United Kingdom -- 091746/Z/10/Z/Wellcome Trust/United Kingdom -- 263-MA-410953/PHS HHS/ -- AA014041/AA/NIAAA NIH HHS/ -- AA07535/AA/NIAAA NIH HHS/ -- AA10248/AA/NIAAA NIH HHS/ -- AA13320/AA/NIAAA NIH HHS/ -- AA13321/AA/NIAAA NIH HHS/ -- AA13326/AA/NIAAA NIH HHS/ -- CA047988/CA/NCI NIH HHS/ -- CA49449/CA/NCI NIH HHS/ -- CA50385/CA/NCI NIH HHS/ -- CA65725/CA/NCI NIH HHS/ -- CA67262/CA/NCI NIH HHS/ -- CA87969/CA/NCI NIH HHS/ -- CZB/4/276/Chief Scientist Office/United Kingdom -- CZB/4/279/Chief Scientist Office/United Kingdom -- CZB/4/710/Chief Scientist Office/United Kingdom -- DA12854/DA/NIDA NIH HHS/ -- DK062370/DK/NIDDK NIH HHS/ -- DK063491/DK/NIDDK NIH HHS/ -- DK072193/DK/NIDDK NIH HHS/ -- DK079466/DK/NIDDK NIH HHS/ -- DK080145/DK/NIDDK NIH HHS/ -- DK46200/DK/NIDDK NIH HHS/ -- DK58845/DK/NIDDK NIH HHS/ -- F32 DK079466/DK/NIDDK NIH HHS/ -- F32 DK079466-01/DK/NIDDK NIH HHS/ -- G0000649/Medical Research Council/United Kingdom -- G0000934/Medical Research Council/United Kingdom -- G0500539/Medical Research Council/United Kingdom -- G0600331/Medical Research Council/United Kingdom -- G0600331(77796)/Medical Research Council/United Kingdom -- G0601261/Medical Research Council/United Kingdom -- G0701863/Medical Research Council/United Kingdom -- G9521010/Medical Research Council/United Kingdom -- G9521010(63660)/Medical Research Council/United Kingdom -- G9521010D/Medical Research Council/United Kingdom -- HG002651/HG/NHGRI NIH HHS/ -- HG005214/HG/NHGRI NIH HHS/ -- HG005581/HG/NHGRI NIH HHS/ -- HHSN268200625226C/PHS HHS/ -- HL043851/HL/NHLBI NIH HHS/ -- HL084729/HL/NHLBI NIH HHS/ -- HL69757/HL/NHLBI NIH HHS/ -- HL71981/HL/NHLBI NIH HHS/ -- K05 AA017688/AA/NIAAA NIH HHS/ -- K08 AR055688/AR/NIAMS NIH HHS/ -- K08 AR055688-03/AR/NIAMS NIH HHS/ -- K08 AR055688-04/AR/NIAMS NIH HHS/ -- K08-AR055688/AR/NIAMS NIH HHS/ -- K23 DK080145/DK/NIDDK NIH HHS/ -- K23 DK080145-01/DK/NIDDK NIH HHS/ -- K23-DK080145/DK/NIDDK NIH HHS/ -- K99-HL094535/HL/NHLBI NIH HHS/ -- M01-RR00425/RR/NCRR NIH HHS/ -- MC_QA137934/Medical Research Council/United Kingdom -- MC_U106179471/Medical Research Council/United Kingdom -- MC_U106188470/Medical Research Council/United Kingdom -- MC_U127561128/Medical Research Council/United Kingdom -- MH084698/MH/NIMH NIH HHS/ -- N01-AG12100/AG/NIA NIH HHS/ -- N01-AG12109/AG/NIA NIH HHS/ -- N01-G65403/PHS HHS/ -- N01-HC15103/HC/NHLBI NIH HHS/ -- N01-HC25195/HC/NHLBI NIH HHS/ -- N01-HC35129/HC/NHLBI NIH HHS/ -- N01-HC45133/HC/NHLBI NIH HHS/ -- N01-HC55015/HC/NHLBI NIH HHS/ -- N01-HC55016/HC/NHLBI NIH HHS/ -- N01-HC55018/HC/NHLBI NIH HHS/ -- N01-HC55019/HC/NHLBI NIH HHS/ -- N01-HC55020/HC/NHLBI NIH HHS/ -- N01-HC55021/HC/NHLBI NIH HHS/ -- N01-HC55022/HC/NHLBI NIH HHS/ -- N01-HC55222/HC/NHLBI NIH HHS/ -- N01-HC75150/HC/NHLBI NIH HHS/ -- N01-HC85079/HC/NHLBI NIH HHS/ -- N01-HC85080/HC/NHLBI NIH HHS/ -- N01-HC85081/HC/NHLBI NIH HHS/ -- N01-HC85082/HC/NHLBI NIH HHS/ -- N01-HC85083/HC/NHLBI NIH HHS/ -- N01-HC85084/HC/NHLBI NIH HHS/ -- N01-HC85085/HC/NHLBI NIH HHS/ -- N01-HC85086/HC/NHLBI NIH HHS/ -- N02-HL-6-4278/HL/NHLBI NIH HHS/ -- P01 CA087969/CA/NCI NIH HHS/ -- P01 CA087969-12/CA/NCI NIH HHS/ -- P30 DK072488/DK/NIDDK NIH HHS/ -- PG/02/128/British Heart Foundation/United Kingdom -- PG/02/128/14470/British Heart Foundation/United Kingdom -- R01 AA007535/AA/NIAAA NIH HHS/ -- R01 AA007535-08/AA/NIAAA NIH HHS/ -- R01 AA013320-04/AA/NIAAA NIH HHS/ -- R01 AA013321/AA/NIAAA NIH HHS/ -- R01 AA013321-05/AA/NIAAA NIH HHS/ -- R01 AA013326-05/AA/NIAAA NIH HHS/ -- R01 AA014041-05/AA/NIAAA NIH HHS/ -- R01 AG031890/AG/NIA NIH HHS/ -- R01 AG031890-02/AG/NIA NIH HHS/ -- R01 CA047988/CA/NCI NIH HHS/ -- R01 CA047988-20/CA/NCI NIH HHS/ -- R01 CA050385/CA/NCI NIH HHS/ -- R01 CA050385-20/CA/NCI NIH HHS/ -- R01 CA065725/CA/NCI NIH HHS/ -- R01 CA065725-14/CA/NCI NIH HHS/ -- R01 CA067262/CA/NCI NIH HHS/ -- R01 CA067262-14/CA/NCI NIH HHS/ -- R01 CA104021/CA/NCI NIH HHS/ -- R01 CA104021-02/CA/NCI NIH HHS/ -- R01 DA012854/DA/NIDA NIH HHS/ -- R01 DA012854-09/DA/NIDA NIH HHS/ -- R01 DK058845/DK/NIDDK NIH HHS/ -- R01 DK058845-11/DK/NIDDK NIH HHS/ -- R01 DK068336/DK/NIDDK NIH HHS/ -- R01 DK068336-01/DK/NIDDK NIH HHS/ -- R01 DK072193/DK/NIDDK NIH HHS/ -- R01 DK072193-05/DK/NIDDK NIH HHS/ -- R01 DK073490/DK/NIDDK NIH HHS/ -- R01 DK073490-01/DK/NIDDK NIH HHS/ -- R01 DK075681/DK/NIDDK NIH HHS/ -- R01 DK075681-02/DK/NIDDK NIH HHS/ -- R01 DK075787/DK/NIDDK NIH HHS/ -- R01 DK075787-03/DK/NIDDK NIH HHS/ -- R01 DK089256/DK/NIDDK NIH HHS/ -- R01 DK091718/DK/NIDDK NIH HHS/ -- R01 HG002651/HG/NHGRI NIH HHS/ -- R01 HG002651-05/HG/NHGRI NIH HHS/ -- R01 HL043851/HL/NHLBI NIH HHS/ -- R01 HL043851-10/HL/NHLBI NIH HHS/ -- R01 HL059367/HL/NHLBI NIH HHS/ -- R01 HL059367-10/HL/NHLBI NIH HHS/ -- R01 HL071981/HL/NHLBI NIH HHS/ -- R01 HL071981-07/HL/NHLBI NIH HHS/ -- R01 HL086694/HL/NHLBI NIH HHS/ -- R01 HL086694-02/HL/NHLBI NIH HHS/ -- R01 HL087641/HL/NHLBI NIH HHS/ -- R01 HL087641-01/HL/NHLBI NIH HHS/ -- R01 HL087647/HL/NHLBI NIH HHS/ -- R01 HL087647-01/HL/NHLBI NIH HHS/ -- R01 HL087652/HL/NHLBI NIH HHS/ -- R01 HL087652-01/HL/NHLBI NIH HHS/ -- R01 HL087676/HL/NHLBI NIH HHS/ -- R01 HL087676-01/HL/NHLBI NIH HHS/ -- R01 HL087679-01/HL/NHLBI NIH HHS/ -- R01 HL087700/HL/NHLBI NIH HHS/ -- R01 HL087700-03/HL/NHLBI NIH HHS/ -- R01 HL088119/HL/NHLBI NIH HHS/ -- R01 HL088119-01/HL/NHLBI NIH HHS/ -- R01 HL117078/HL/NHLBI NIH HHS/ -- R01 MH059160/MH/NIMH NIH HHS/ -- R01 MH059160-04/MH/NIMH NIH HHS/ -- R01 MH059565/MH/NIMH NIH HHS/ -- R01 MH059565-06/MH/NIMH NIH HHS/ -- R01 MH059566/MH/NIMH NIH HHS/ -- R01 MH059566-08/MH/NIMH NIH HHS/ -- R01 MH059571/MH/NIMH NIH HHS/ -- R01 MH059571-05/MH/NIMH NIH HHS/ -- R01 MH059586/MH/NIMH NIH HHS/ -- R01 MH059586-08/MH/NIMH NIH HHS/ -- R01 MH059587-09/MH/NIMH NIH HHS/ -- R01 MH059588-08/MH/NIMH NIH HHS/ -- R01 MH060870-09/MH/NIMH NIH HHS/ -- R01 MH060879/MH/NIMH NIH HHS/ -- R01 MH060879-08/MH/NIMH NIH HHS/ -- R01 MH061675/MH/NIMH NIH HHS/ -- R01 MH061675-09/MH/NIMH NIH HHS/ -- R01 MH067257-04/MH/NIMH NIH HHS/ -- R01 MH081800/MH/NIMH NIH HHS/ -- R01 MH081800-01/MH/NIMH NIH HHS/ -- R01-AG031890/AG/NIA NIH HHS/ -- R01-DK068336/DK/NIDDK NIH HHS/ -- R01-DK073490/DK/NIDDK NIH HHS/ -- R01-DK075681/DK/NIDDK NIH HHS/ -- R01-DK075787/DK/NIDDK NIH HHS/ -- R01-HL086694/HL/NHLBI NIH HHS/ -- R01-HL087641/HL/NHLBI NIH HHS/ -- R01-HL087647/HL/NHLBI NIH HHS/ -- R01-HL087652/HL/NHLBI NIH HHS/ -- R01-HL087676/HL/NHLBI NIH HHS/ -- R01-HL087679/HL/NHLBI NIH HHS/ -- R01-HL087700/HL/NHLBI NIH HHS/ -- R01-HL088119/HL/NHLBI NIH HHS/ -- R01-HL59367/HL/NHLBI NIH HHS/ -- R01-MH059160/MH/NIMH NIH HHS/ -- R01-MH59565/MH/NIMH NIH HHS/ -- R01-MH59566/MH/NIMH NIH HHS/ -- R01-MH59571/MH/NIMH NIH HHS/ -- R01-MH59586/MH/NIMH NIH HHS/ -- R01-MH59587/MH/NIMH NIH HHS/ -- R01-MH59588/MH/NIMH NIH HHS/ -- R01-MH60870/MH/NIMH NIH HHS/ -- R01-MH60879/MH/NIMH NIH HHS/ -- R01-MH61675/MH/NIMH NIH HHS/ -- R01-MH63706/MH/NIMH NIH HHS/ -- R01-MH67257/MH/NIMH NIH HHS/ -- R01-MH79469/MH/NIMH NIH HHS/ -- R01-MH81800/MH/NIMH NIH HHS/ -- RC2 HG005581/HG/NHGRI NIH HHS/ -- RC2 HG005581-02/HG/NHGRI NIH HHS/ -- RL1 MH083268/MH/NIMH NIH HHS/ -- RL1 MH083268-05/MH/NIMH NIH HHS/ -- RL1-MH083268/MH/NIMH NIH HHS/ -- T32-HG00040/HG/NHGRI NIH HHS/ -- U01 CA049449/CA/NCI NIH HHS/ -- U01 CA049449-21/CA/NCI NIH HHS/ -- U01 CA098233/CA/NCI NIH HHS/ -- U01 CA098233-08/CA/NCI NIH HHS/ -- U01 DK062370/DK/NIDDK NIH HHS/ -- U01 DK062370-08/DK/NIDDK NIH HHS/ -- U01 DK062418/DK/NIDDK NIH HHS/ -- U01 GM074518/GM/NIGMS NIH HHS/ -- U01 GM074518-05/GM/NIGMS NIH HHS/ -- U01 HG004399/HG/NHGRI NIH HHS/ -- U01 HG004399-02/HG/NHGRI NIH HHS/ -- U01 HG004402/HG/NHGRI NIH HHS/ -- U01 HG004402-02/HG/NHGRI NIH HHS/ -- U01 HG005214/HG/NHGRI NIH HHS/ -- U01 HG005214-02/HG/NHGRI NIH HHS/ -- U01 HL069757/HL/NHLBI NIH HHS/ -- U01 HL069757-10/HL/NHLBI NIH HHS/ -- U01 HL072515/HL/NHLBI NIH HHS/ -- U01 HL072515-06/HL/NHLBI NIH HHS/ -- U01 HL080295/HL/NHLBI NIH HHS/ -- U01 HL080295-04/HL/NHLBI NIH HHS/ -- U01 HL084729/HL/NHLBI NIH HHS/ -- U01 HL084729-03/HL/NHLBI NIH HHS/ -- U01 HL084756/HL/NHLBI NIH HHS/ -- U01 HL084756-03/HL/NHLBI NIH HHS/ -- U01 MH079469/MH/NIMH NIH HHS/ -- U01 MH079469-03/MH/NIMH NIH HHS/ -- U01 MH079470/MH/NIMH NIH HHS/ -- U01 MH079470-03/MH/NIMH NIH HHS/ -- U01-CA098233/CA/NCI NIH HHS/ -- U01-GM074518/GM/NIGMS NIH HHS/ -- U01-HG004399/HG/NHGRI NIH HHS/ -- U01-HG004402/HG/NHGRI NIH HHS/ -- U01-HL080295/HL/NHLBI NIH HHS/ -- U01-HL084756/HL/NHLBI NIH HHS/ -- U01-HL72515/HL/NHLBI NIH HHS/ -- U01-MH79469/MH/NIMH NIH HHS/ -- U01-MH79470/MH/NIMH NIH HHS/ -- U54-RR020278/RR/NCRR NIH HHS/ -- UL1-RR025005/RR/NCRR NIH HHS/ -- Z01-AG00675/AG/NIA NIH HHS/ -- Z01-AG007380/AG/NIA NIH HHS/ -- Z01-HG000024/HG/NHGRI NIH HHS/ -- Cancer Research UK/United Kingdom -- Intramural NIH HHS/ -- England -- Nature. 2010 Oct 14;467(7317):832-8. doi: 10.1038/nature09410. Epub 2010 Sep 29.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Genetics of Complex Traits, Peninsula College of Medicine and Dentistry, University of Exeter, Exeter EX1 2LU, UK.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/20881960" target="_blank"〉PubMed〈/a〉

Description: The prevalence of dementia in the Western world in people over the age of 60 has been estimated to be greater than 5%, about two-thirds of which are due to Alzheimer's disease. The age-specific prevalence of Alzheimer's disease nearly doubles every 5 years after age 65, leading to a prevalence of greater than 25% in those over the age of 90 (ref. 3). Here, to search for low-frequency variants in the amyloid-beta precursor protein (APP) gene with a significant effect on the risk of Alzheimer's disease, we studied coding variants in APP in a set of whole-genome sequence data from 1,795 Icelanders. We found a coding mutation (A673T) in the APP gene that protects against Alzheimer's disease and cognitive decline in the elderly without Alzheimer's disease. This substitution is adjacent to the aspartyl protease beta-site in APP, and results in an approximately 40% reduction in the formation of amyloidogenic peptides in vitro. The strong protective effect of the A673T substitution against Alzheimer's disease provides proof of principle for the hypothesis that reducing the beta-cleavage of APP may protect against the disease. Furthermore, as the A673T allele also protects against cognitive decline in the elderly without Alzheimer's disease, the two may be mediated through the same or similar mechanisms.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Jonsson, Thorlakur -- Atwal, Jasvinder K -- Steinberg, Stacy -- Snaedal, Jon -- Jonsson, Palmi V -- Bjornsson, Sigurbjorn -- Stefansson, Hreinn -- Sulem, Patrick -- Gudbjartsson, Daniel -- Maloney, Janice -- Hoyte, Kwame -- Gustafson, Amy -- Liu, Yichin -- Lu, Yanmei -- Bhangale, Tushar -- Graham, Robert R -- Huttenlocher, Johanna -- Bjornsdottir, Gyda -- Andreassen, Ole A -- Jonsson, Erik G -- Palotie, Aarno -- Behrens, Timothy W -- Magnusson, Olafur T -- Kong, Augustine -- Thorsteinsdottir, Unnur -- Watts, Ryan J -- Stefansson, Kari -- HL-102924/HL/NHLBI NIH HHS/ -- HL-102925/HL/NHLBI NIH HHS/ -- HL-102926/HL/NHLBI NIH HHS/ -- HL-103010/HL/NHLBI NIH HHS/ -- England -- Nature. 2012 Aug 2;488(7409):96-9. doi: 10.1038/nature11283.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉deCODE genetics, Sturlugata 8, 101 Reykjavik, Iceland.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/22801501" target="_blank"〉PubMed〈/a〉

Description: Autoantibodies target the RNA binding protein Ro60 in systemic lupus erythematosus (SLE) and Sjogren's syndrome. However, it is unclear whether Ro60 and its associated RNAs contribute to disease pathogenesis. We catalogued the Ro60-associated RNAs in human cell lines and found that among other RNAs, Ro60 bound an RNA motif derived from endogenous Alu retroelements. Alu transcripts were induced by type I interferon and stimulated proinflammatory cytokine secretion by human peripheral blood cells. Ro60 deletion resulted in enhanced expression of Alu RNAs and interferon-regulated genes. Anti-Ro60-positive SLE immune complexes contained Alu RNAs, and Alu transcripts were up-regulated in SLE whole blood samples relative to controls. These findings establish a link among the lupus autoantigen Ro60, Alu retroelements, and type I interferon.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4691329/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4691329/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Hung, T -- Pratt, G A -- Sundararaman, B -- Townsend, M J -- Chaivorapol, C -- Bhangale, T -- Graham, R R -- Ortmann, W -- Criswell, L A -- Yeo, G W -- Behrens, T W -- HG004659/HG/NHGRI NIH HHS/ -- HG007005/HG/NHGRI NIH HHS/ -- NS075449/NS/NINDS NIH HHS/ -- R01 GM084317/GM/NIGMS NIH HHS/ -- R01 HG004659/HG/NHGRI NIH HHS/ -- R01 NS075449/NS/NINDS NIH HHS/ -- New York, N.Y. -- Science. 2015 Oct 23;350(6259):455-9. doi: 10.1126/science.aac7442. Epub 2015 Sep 17.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Genentech, South San Francisco, CA 94080, USA. behrens.tim@gene.com hungt2@gene.com geneyeo@ucsd.edu. ; Department of Cellular and Molecular Medicine, Institute for Genomic Medicine, Stem Cell Program, University of California at San Diego, Sanford Consortium for Regenerative Medicine, 2880 Torrey Pines Scenic Drive, La Jolla, CA 92037, USA. ; Genentech, South San Francisco, CA 94080, USA. ; Rosalind Russell/Ephraim P. Engleman Rheumatology Research Center, University of California, San Francisco, CA 94143, USA. ; Department of Cellular and Molecular Medicine, Institute for Genomic Medicine, Stem Cell Program, University of California at San Diego, Sanford Consortium for Regenerative Medicine, 2880 Torrey Pines Scenic Drive, La Jolla, CA 92037, USA. Department of Physiology, National University of Singapore, Singapore. Genome Institute of Singapore and Molecular Engineering Laboratory, Agency for Science, Technology and Research, Singapore. behrens.tim@gene.com hungt2@gene.com geneyeo@ucsd.edu.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/26382853" target="_blank"〉PubMed〈/a〉

Description: : GWASTools is an R/Bioconductor package for quality control and analysis of genome-wide association studies (GWAS). GWASTools brings the interactive capability and extensive statistical libraries of R to GWAS. Data are stored in NetCDF format to accommodate extremely large datasets that cannot fit within R’s memory limits. The documentation includes instructions for converting data from multiple formats, including variants called from sequencing. GWASTools provides a convenient interface for linking genotypes and intensity data with sample and single nucleotide polymorphism annotation. Availability and implementation: GWASTools is implemented in R and is available from Bioconductor ( http://www.bioconductor.org ). An extensive vignette detailing a recommended work flow is included. Contact: sdmorris@uw.edu