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Impact of common ge...
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Wheeler, EleanorWellcome Trust Sanger Inst, Dept Human Genet, Genome Campus, Cambridge, England.,Wellcome Trust Sanger Institute
(author)
Impact of common genetic determinants of Hemoglobin A1c on type 2 diabetes risk and diagnosis in ancestrally diverse populations : A transethnic genome-wide meta-analysis
- Article/chapterEnglish2017
Publisher, publication year, extent ...
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2017-09-12
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PUBLIC LIBRARY SCIENCE,2017
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electronicrdacarrier
Numbers
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LIBRIS-ID:oai:DiVA.org:uu-336827
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https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-336827URI
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https://doi.org/10.1371/journal.pmed.1002383DOI
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http://kipublications.ki.se/Default.aspx?queryparsed=id:136800324URI
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https://lup.lub.lu.se/record/1878a177-6141-4c4d-bcc7-2ba5507e9a6aURI
Supplementary language notes
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Language:English
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Summary in:English
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Classification
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Subject category:ref swepub-contenttype
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Subject category:art swepub-publicationtype
Notes
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Background: Glycated hemoglobin (HbA1c) is used to diagnose type 2 diabetes (T2D) and assess glycemic control in patients with diabetes. Previous genome-wide association studies (GWAS) have identified 18 HbA1c-associated genetic variants. These variants proved to be classifiable by their likely biological action as erythrocytic (also associated with erythrocyte traits) or glycemic (associated with other glucose-related traits). In this study, we tested the hypotheses that, in a very large scale GWAS, we would identify more genetic variants associated with HbA1c and that HbA1c variants implicated in erythrocytic biology would affect the diagnostic accuracy of HbA1c. We therefore expanded the number of HbA1c-associated loci and tested the effect of genetic risk-scores comprised of erythrocytic or glycemic variants on incident diabetes prediction and on prevalent diabetes screening performance. Throughout this multiancestry study, we kept a focus on interancestry differences in HbA1c genetics performance that might influence race-ancestry differences in health outcomes.Methods & findings: Using genome-wide association meta-analyses in up to 159,940 individuals from 82 cohorts of European, African, East Asian, and South Asian ancestry, we identified 60 common genetic variants associated with HbA1c. We classified variants as implicated in glycemic, erythrocytic, or unclassified biology and tested whether additive genetic scores of erythrocytic variants (GS-E) or glycemic variants (GS-G) were associated with higher T2D incidence in multiethnic longitudinal cohorts (N = 33,241). Nineteen glycemic and 22 erythrocytic variants were associated with HbA1c at genome-wide significance. GS-G was associated with higher T2D risk (incidence OR = 1.05, 95% CI 1.04-1.06, per HbA1c-raising allele, p = 3 x 10-29); whereas GS-E was not (OR = 1.00, 95% CI 0.99-1.01, p = 0.60). In Europeans and Asians, erythrocytic variants in aggregate had only modest effects on the diagnostic accuracy of HbA1c. Yet, in African Americans, the X-linked G6PD G202A variant (T-allele frequency 11%) was associated with an absolute decrease in HbA1c of 0.81%-units (95% CI 0.66-0.96) per allele in hemizygous men, and 0.68%-units (95% CI 0.38-0.97) in homozygous women. The G6PD variant may cause approximately 2% (N = 0.65 million, 95% CI0.55-0.74) of African American adults with T2Dto remain undiagnosed when screened with HbA1c. Limitations include the smaller sample sizes for non-European ancestries and the inability to classify approximately one-third of the variants. Further studies in large multiethnic cohorts with HbA1c, glycemic, and erythrocytic traits are required to better determine the biological action of the unclassified variants.Conclusions: As G6PD deficiency can be clinically silent until illness strikes, we recommend investigation of the possible benefits of screening for the G6PD genotype along with using HbA1c to diagnose T2D in populations of African ancestry or groups where G6PD deficiency is common. Screening with direct glucose measurements, or genetically-informed HbA1c diagnostic thresholds in people with G6PD deficiency, may be required to avoid missed or delayed diagnoses.
Subject headings and genre
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Leong, AaronMassachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA.;Harvard Med Sch, Boston, MA USA.,Harvard Medical School,Massachusetts General Hospital
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Liu, Ching-TiBoston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02215 USA.,Boston University
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Hivert, Marie-FranceHarvard Pilgrim Hlth Care Inst, Harvard Med Sch, Dept Populat Med, Boston, MA USA.;Massachusetts Gen Hosp, Boston, MA 02114 USA.,Massachusetts General Hospital,Harvard University
(author)
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Strawbridge, Rona J.Karolinska Institutet,Karolinska University Hospital
(author)
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Podmore, ClaraUniv Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.;Lausanne Univ Hosp CHUV, Dept Internal Med, Lausanne, Switzerland.,Lausanne University Hospital,University of Cambridge
(author)
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Li, ManJohns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA.;Univ Utah, Div Nephrol, Salt Lake City, UT USA.;Univ Utah, Dept Human Genet, Salt Lake City, UT USA.
(author)
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Yao, JieLABioMed Harbor UCLA Med Ctr, Dept Pediat, Inst Translat Genom & Populat Sci, Torrance, CA USA.
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Sim, XuelingNatl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore.
(author)
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Hong, JaeyoungBoston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02215 USA.
(author)
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Chu, Audrey Y.NHLBI, Framingham Heart Study, Framingham, MA USA.;Brigham & Womens Hosp, Div Prevent Med, 75 Francis St, Boston, MA 02115 USA.;Harvard Med Sch, Boston, MA USA.
(author)
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Zhang, WeihuaImperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England.;Ealing Hosp NHS Trust, Dept Cardiol, Southall, Middx, England.
(author)
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Wang, XuNatl Univ Singapore, Life Sci Inst, Singapore, Singapore.
(author)
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Chen, PengNatl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore.;NIDDK, Phoenix Epidemiol & Clin Res Branch, NIH, Phoenix, AZ USA.;Jilin Univ, Minist Educ, Key Lab Pathobiol, Jilin, Jilin, Peoples R China.;Jilin Univ, Coll Basic Med Sci, Changchun, Jilin, Peoples R China.
(author)
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Maruthur, Nisa M.Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA.;Johns Hopkins Univ, Sch Med, Div Gen Internal Med, Baltimore, MD USA.;Johns Hopkins Univ, Welch Ctr Prevent Epidemiol & Clin Res, Baltimore, MD USA.;Natl Univ Singapore, Dept Stat & Appl Probabil, Singapore, Singapore.
(author)
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Porneala, Bianca C.Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA.
(author)
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Sharp, Stephen J.Univ Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.
(author)
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Jia, YuchengLABioMed Harbor UCLA Med Ctr, Dept Pediat, Inst Translat Genom & Populat Sci, Torrance, CA USA.
(author)
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Kabagambe, Edmond K.Karolinska Institutet
(author)
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Chang, Li-ChingAcad Sinica, Inst Biomed Sci, Taipei, Taiwan.
(author)
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Chen, Wei-MinUniv Virginia, Ctr Publ Hlth Gen, Charlottesville, VA USA.
(author)
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Elks, Cathy E.Univ Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.;AstraZeneca, Innovat Med & Early Dev Biotech Unit, Personalised Healthcare & Biomarkers, Cambridge, England.
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Evans, Daniel S.Calif Pacific Med Ctr, Res Inst, San Francisco, CA USA.
(author)
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Fan, QiaoDuke NUS Med Sch, Ctr Quantitat Med, Singapore, Singapore.
(author)
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Giulianini, FrancoBrigham & Womens Hosp, Div Prevent Med, 75 Francis St, Boston, MA 02115 USA.;Harvard Med Sch, Boston, MA USA.
(author)
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Go, Min JinKorean Natl Inst Hlth, Ctr Genome Sci, Div Struct & Funct Genom, Osong, Chungchungbuk D, South Korea.
(author)
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Hottenga, Jouke-JanVrije Univ Amsterdam, Biol Psychol, Amsterdam, Netherlands.
(author)
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Hu, YaoUniv Chinese Acad Sci, Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Nutr Sci,Key Lab Nutr & Metab, Shanghai, Peoples R China.
(author)
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Jackson, Anne U.Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA.;Univ Michigan, Ctr Stat Genet, Ann Arbor, MI 48109 USA.
(author)
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Kanoni, StavroulaQueen Mary Univ London, William Harvey Res Inst, Barts & London Sch Med & Dent, London, England.
(author)
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Kim, Young JinKorean Natl Inst Hlth, Ctr Genome Sci, Div Struct & Funct Genom, Osong, Chungchungbuk D, South Korea.
(author)
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Kleber, Marcus E.Heidelberg Univ, Med Fac Mannheim, Dept Med 5, Mannheim, Germany.
(author)
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Ladenvall, ClaesUppsala University,Lund University,Lunds universitet,Uppsala universitet,Institutionen för immunologi, genetik och patologi,Science for Life Laboratory, SciLifeLab,Lund Univ, Lund Univ Diabet Ctr, Lund, Sweden.,Genomik, diabetes och endokrinologi,Forskargrupper vid Lunds universitet,Genomics, Diabetes and Endocrinology,Lund University Research Groups(Swepub:lu)med-cll
(author)
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Lecoeur, CecileUniv Lille, CNRS, Inst Pasteur Lille, EGID,UMR 8199, Lille, France.
(author)
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Lim, Sing-HuiSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.
(author)
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Lu, YingchangIcahn Sch Med Mt Sinai, Charles Bronfman Inst Personalized Med, New York, NY 10029 USA.;Icahn Sch Med Mt Sinai, Genet Obes & Related Metab Traits Program, New York, NY 10029 USA.
(author)
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Mahajan, AnubhaUniv Oxford, Wellcome Trust Ctr Human Genet, Oxford, England.
(author)
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Marzi, CarolaHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Res Unit Mol Epidemiol, Inst Epidemiol 2, Neuherberg, Germany.;German Ctr Diabet Res DZD eV, Partner Munich, Munich, Germany.
(author)
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Nalls, Mike A.Data Tecn Int, Glen Echo, MD USA.;NIA, Neurogenet Lab, Bethesda, MD 20892 USA.
(author)
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Navarro, PauUniv Edinburgh, Western Gen Hosp, Inst Genet & Mol Med, MRC Human Genet Unit, Edinburgh, Midlothian, Scotland.
(author)
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Nolte, Ilja M.Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands.
(author)
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Rose, Lynda M.Brigham & Womens Hosp, Div Prevent Med, 75 Francis St, Boston, MA 02115 USA.;Harvard Med Sch, Boston, MA USA.
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Rybin, Denis V.Boston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02215 USA.;Boston Univ, Sch Publ Hlth, Data Coordinating Ctr, Boston, MA 02215 USA.
(author)
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Sanna, SerenaCNR, IRGB, Monserrato, Italy.
(author)
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Shi, YuanSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.
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Stram, Daniel O.Univ Southern Calif, Dept Prevent Med, Los Angeles, CA USA.
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Takeuchi, FumihikoNatl Ctr Global Hlth & Med, Dept Gene Diagnost & Therapeut, Res Inst, Tokyo, Japan.
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Tan, Shu PeiSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.
(author)
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van der Most, Peter J.Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands.
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Van Vliet-Ostaptchouk, Jana V.Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands.;Univ Groningen, Univ Med Ctr Groningen, Dept Endocrinol, Groningen, Netherlands.
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Wong, AndrewMRC Unit Lifelong Hlth & Ageing, London, England.
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Yengo, LoicUniv Lille, CNRS, Inst Pasteur Lille, EGID,UMR 8199, Lille, France.
(author)
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Zhao, WantingSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.
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Goel, AnujUniv Oxford, Wellcome Trust Ctr Human Genet, Oxford, England.;Univ Oxford, Radcliffe Dept Med, Div Cardiovasc Med, Oxford, England.
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Martinez Larrad, Maria TeresaSpanish Biomed Res Ctr Diabet & Assoc Metab Disor, Inst Invest Sanitaria Hosp Clin San Carlos IdISSC, Madrid, Spain.
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Radke, DoertUniv Med Greifswald, Inst Community Med, Greifswald, Germany.
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Salo, PerttuNatl Inst Hlth & Welf THL, Helsinki, Finland.;Univ Helsinki, Inst Mol Med, Finland FIMM & Diabet & Obes Res Program, Helsinki, Finland.
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Tanaka, ToshikoNIA, Translat Gerontol Branch, Baltimore, MD 21224 USA.
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van Iperen, Erik P. A.Univ Amsterdam, Acad Med Ctr, Dept Clin Epidemiol Biostat & Bioinformat, Amsterdam, Netherlands.;Netherlands Heart Inst, Durrer Ctr Cardiogenet Res, ICIN, Utrecht, Netherlands.
(author)
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Abecasis, GoncaloUniv Michigan, Dept Biostat, Ann Arbor, MI 48109 USA.;Univ Michigan, Ctr Stat Genet, Ann Arbor, MI 48109 USA.
(author)
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Afaq, SaimaImperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England.
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Alizadeh, Behrooz Z.Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands.
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Bertoni, Alain G.Wake Forest Sch Med, Dept Epidemiol & Prevent, Winston Salem, NC USA.
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Bonnefond, AmeliaUniv Lille, CNRS, Inst Pasteur Lille, EGID,UMR 8199, Lille, France.
(author)
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Boettcher, YvonneUniv Leipzig, Integrated Res & Treatment IFB Ctr Adipos Dis, Leipzig, Germany.
(author)
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Bottinger, Erwin P.Icahn Sch Med Mt Sinai, Charles Bronfman Inst Personalized Med, New York, NY 10029 USA.
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Campbell, HarryUniv Edinburgh, Usher Inst Populat Hlth Sci & Informat, Ctr Global Hlth Res, Edinburgh, Midlothian, Scotland.
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Carlson, Olga D.NIA, Clin Invest Lab, Baltimore, MD 21224 USA.
(author)
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Chen, Chien-HsiunAcad Sinica, Inst Biomed Sci, Taipei, Taiwan.;China Med Univ, Sch Chinese Med, Taichung, Taiwan.
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Cho, Yoon ShinKorean Natl Inst Hlth, Ctr Genome Sci, Div Struct & Funct Genom, Osong, Chungchungbuk D, South Korea.;Hallym Univ, Dept Biomed Sci, Chunchon, Gangwon Do, South Korea.
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Garvey, W. TimothyUniv Alabama Birmingham, Dept Nutr Sci, Birmingham, AL 35294 USA.;Univ Alabama Birmingham, Birmingham Vet Affairs Med Ctr, Birmingham, AL USA.
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Gieger, ChristianHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Res Unit Mol Epidemiol, Inst Epidemiol 2, Neuherberg, Germany.
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Goodarzi, Mark O.Cedars Sinai Med Ctr, Dept Med, Div Endocrinol Diabet & Metab, Los Angeles, CA 90048 USA.
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Grallert, HaraldHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Res Unit Mol Epidemiol, Inst Epidemiol 2, Neuherberg, Germany.;German Ctr Diabet Res DZD eV, Partner Munich, Munich, Germany.
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Hamsten, AndersKarolinska Institutet
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Hartman, Catharina A.Univ Groningen, Univ Med Ctr Groningen, Dept Psychiat, Groningen, Netherlands.
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Herder, ChristianUniv Dusseldorf, German Diabet Ctr, Leibniz Inst Diabet Res Heinrich Heine, Inst Clin Diabetol, Dusseldorf, Germany.;German Ctr Diabet Res DZD, Neuherberg, Germany.
(author)
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Hsiung, Chao AgnesOhio State Univ, Wexner Med Ctr, Dept Internal Med, Div Endocrinol Diabet Metab, Columbus, OH 43210 USA.
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Huang, JieBoston VA Res Inst Inc, Boston, MA USA.
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Igase, MichiyaEhime Univ, Grad Sch Med, Dept Geriatr Med, Matsuyama, Ehime, Japan.
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Isono, MasatoNatl Ctr Global Hlth & Med, Dept Gene Diagnost & Therapeut, Res Inst, Tokyo, Japan.
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Katsuya, TomohiroOsaka Univ, Grad Sch Med, Dept Clin Gene Therapy, Suita, Osaka, Japan.;Osaka Univ, Grad Sch Med, Dept Geriatr Med & Nephrol, Suita, Osaka, Japan.
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Khor, Chiea-ChuenAgcy Sci Technol & Res, Genome Inst Singapore, Singapore, Singapore.
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Kiess, WielandUniv Leipzig, Univ Hosp Children & Adolescents, Dept Womens & Child Hlth, Ctr Pediat Res, Leipzig, Germany.;Univ Leipzig, LIFE Leipzig Res Ctr Civilizat Dis, LIFE Child, Leipzig, Germany.
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Kohara, KatsuhikoEhime Univ, Fac Collaborat Reg Innovat, Matsuyama, Ehime, Japan.
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Kovacs, PeterUniv Leipzig, Integrated Res & Treatment IFB Ctr Adipos Dis, Leipzig, Germany.
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Lee, JuyoungKorean Natl Inst Hlth, Ctr Genome Sci, Div Struct & Funct Genom, Osong, Chungchungbuk D, South Korea.
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Lee, Wen-JaneTaichung Vet Gen Hosp, Dept Med Res, Taichung, Taiwan.
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Lehne, BenjaminImperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England.
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Li, HuaixingUniv Chinese Acad Sci, Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Nutr Sci,Key Lab Nutr & Metab, Shanghai, Peoples R China.
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Liu, JianjunNatl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore.;Agcy Sci Technol & Res, Genome Inst Singapore, Singapore, Singapore.
(author)
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Lobbens, StephaneUniv Lille, CNRS, Inst Pasteur Lille, EGID,UMR 8199, Lille, France.
(author)
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Luang, Jian'anUniv Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.
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Lyssenko, ValeriyaLund University,Lunds universitet,Genomik, diabetes och endokrinologi,Forskargrupper vid Lunds universitet,Genomics, Diabetes and Endocrinology,Lund University Research Groups(Swepub:lu)endo-vly
(author)
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Meitinger, ThomasTech Univ Munich, Inst Human Genet, Munich, Germany.;Helmholtz Zentrum Munchen, Inst Human Genet, Neuherberg, Germany.;Munich Cluster Syst Neurol SyNergy, Munich, Germany.;Singapore Natl Eye Ctr, Singapore, Singapore.
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Miki, TetsuroEhime Univ, Grad Sch Med, Dept Geriatr Med, Matsuyama, Ehime, Japan.
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Miljkovic, IvaUniv Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA 15260 USA.
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Moon, SanghoonKorean Natl Inst Hlth, Ctr Genome Sci, Div Struct & Funct Genom, Osong, Chungchungbuk D, South Korea.
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Mulas, AntonellaCNR, IRGB, Monserrato, Italy.
(author)
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Mueller, GabrieleUniv Hosp & Med Fac Carl Gustav Carus, Ctr Evidence Based Healthcare, Dresden, Germany.
(author)
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Mueller-Nurasyid, MartinaGerman Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Genet Epidemiol, Neuherberg, Germany.;Ludwig Maximilians Univ Munchen, Univ Hosp Grosshadern, Dept Med 1, Munich, Germany.;DZHK German Ctr Cardiovasc Res, Partner Site Munich Heart Alliance, Munich, Germany.;King Abdulaziz Univ, Fand Med Res Ctr, Saudi Diabet Res Grp, Jeddah, Saudi Arabia.
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Nagaraja, RamaiahNIA, Genet Lab, Baltimore, MD 21224 USA.
(author)
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Nauck, MatthiasUniv Med Greifswald, Inst Clin Chem, Greifswald, Germany.;Univ Med Greifswald, Lab Med, Greifswald, Germany.
(author)
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Pankow, James S.Univ Minnesota, Div Epidemiol & Community Hlth, Minneapolis, MN USA.
(author)
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Polasek, OzrenUniv Split, Split, Croatia.;Univ Edinburgh, Ctr Populat Hlth Sci, Edinburgh, Midlothian, Scotland.
(author)
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Prokopenko, IngaUniv Oxford, Wellcome Trust Ctr Human Genet, Oxford, England.;Univ Oxford, Radcliffe Dept Med, Oxford Ctr Diabet Endocrinol & Metab, Oxford, England.;Imperial Coll London, Sch Publ Hlth, Dept Genom Common Dis, London, England.
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Ramos, Paula S.Med Univ South Carolina, Dept Med, Charleston, SC USA.
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Rasmussen-Torvik, LauraNorthwestern Univ Feinberg Sch Med, Dept Prevent Med, Chicago, IL USA.
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Rathmann, WolfgangGerman Ctr Diabet Res DZD, Neuherberg, Germany.
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Rich, Stephen S.Univ Virginia, Sch Med, Ctr Publ Hlth Genom, Charlottesville, VA 22908 USA.
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Robertson, Neil R.Univ Oxford, Radcliffe Dept Med, Oxford Ctr Diabet Endocrinol & Metab, Oxford, England.;Univ Oxford, Nuffield Dept Med, Wellcome Trust Ctr Human Genet, Oxford, England.
(author)
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Roden, MichaelUniv Dusseldorf, German Diabet Ctr, Leibniz Inst Diabet Res Heinrich Heine, Inst Clin Diabetol, Dusseldorf, Germany.;German Ctr Diabet Res DZD, Neuherberg, Germany.;Univ Hosp Dusseldorf, Dept Endocrinol & Diabetol, Dusseldorf, Germany.
(author)
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Roussel, RonanCtr Rech Cordelier, INSERM, UMR S 1138, Paris, France.;Univ Paris Diderot, Sorbonne Paris Cite, UFR Med, Paris, France.;Hop Xavier Bichat, AP HP, DHU FIRE, Dept Diabetol Endocrinol & Nutr, Paris, France.
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Rudan, IgorUniv Edinburgh, Edinburgh, Midlothian, Scotland.
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Scott, Robert A.Univ Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.
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Scott, William R.Imperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England.;Ealing Hosp NHS Trust, Dept Cardiol, Southall, Middx, England.
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Sennblad, BengtKarolinska Inst, Dept Med Solna, Cardiovasc Med Unit, Stockholm, Sweden.;Karolinska Univ Jukhuset, Ctr Mol Med, Solna, Sweden.;Karolinska Inst, Sci life Lab, Solna, Sweden.
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Siscovick, David S.New York Acad Med, New York, NY USA.
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Strauch, KonstantinGerman Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Genet Epidemiol, Neuherberg, Germany.;Ludwig Maximilians Univ Munchen, Inst Med Informat Biometry & Epidemiol, Munich, Germany.
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Sun, LiangUniv Chinese Acad Sci, Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Nutr Sci,Key Lab Nutr & Metab, Shanghai, Peoples R China.
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Swertz, MorrisUniv Groningen, Univ Med Ctr Groningen, Dept Genet, Groningen, Netherlands.
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Tajuddin, Salman M.NIA, Hlth Dispar Unit, NIH, Baltimore, MD 21224 USA.
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Taylor, Kent D.LABioMed Harbor UCLA Med Ctr, Dept Pediat, Inst Translat Genom & Populat Sci, Torrance, CA USA.
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Teo, Yik-YingNatl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore.;Natl Univ Singapore, Life Sci Inst, Singapore, Singapore.;Agcy Sci Technol & Res, Genome Inst Singapore, Singapore, Singapore.;Natl Univ Singapore, NUS Grad Sch Integrat Sci & Engn, Singapore, Singapore.;Singapore Natl Eye Ctr, Singapore, Singapore.
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Tham, Yih ChungSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.
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Toenjes, AnkeUniv Leipzig, Dept Med, Leipzig, Germany.
(author)
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Wareham, Nicholas J.Univ Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.
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Willemsen, GonnekeVrije Univ Amsterdam, Biol Psychol, Amsterdam, Netherlands.
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Wilsgaard, TomUniv Tromso, Fac Hlth Sci, Dept Community Med, Tromso, Norway.
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Hingorani, Aroon D.UCL, Inst Cardiovasc Sci, London, England.
(author)
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Egan, JosephineNIA, Clin Invest Lab, Baltimore, MD 21224 USA.
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Ferrucci, LuigiNIA, Clin Invest Lab, Baltimore, MD 21224 USA.
(author)
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Hovingh, G. KeesAcad Med Ctr, Dept Vasc Med, Amsterdam, Netherlands.
(author)
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Jula, AnttiNatl Inst Hlth & Welf THL, Helsinki, Finland.
(author)
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Kivimaki, MikaUCL, Dept Epidemiol & Publ Hlth, London, England.
(author)
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Kumari, MeenaUCL, Dept Epidemiol & Publ Hlth, London, England.;Univ Essex, Inst Social & Econ Res, Colchester, Essex, England.
(author)
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Njolstad, IngerUniv Tromso, Fac Hlth Sci, Dept Community Med, Tromso, Norway.
(author)
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Palmer, Colin N. A.Med Res Inst, Ninewells Hosp & Med Sch, Pat Macpherson Ctr Pharmacogenet & Pharmacogenom, Dundee, Scotland.
(author)
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Serrano Rios, ManuelSpanish Biomed Res Ctr Diabet & Assoc Metab Disor, Inst Invest Sanitaria Hosp Clin San Carlos IdISSC, Madrid, Spain.
(author)
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Stumvoll, MichaelUniv Leipzig, Dept Med, Leipzig, Germany.
(author)
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Watkins, HughUniv Oxford, Wellcome Trust Ctr Human Genet, Oxford, England.;Univ Oxford, Radcliffe Dept Med, Div Cardiovasc Med, Oxford, England.
(author)
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Aung, TinSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.;Duke NUS Med Sch, Ophthalmol & Visual Sci Acad Clin Program Eye ACP, Singapore, Singapore.;Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Ophthalmol, Singapore, Singapore.
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Blueher, MatthiasUniv Leipzig, Dept Med, Leipzig, Germany.
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Boehnke, MichaelUniv Michigan, Dept Biostat, Ann Arbor, MI 48109 USA.;Univ Michigan, Ctr Stat Genet, Ann Arbor, MI 48109 USA.
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Boomsma, Dorret I.Vrije Univ Amsterdam, Biol Psychol, Amsterdam, Netherlands.
(author)
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Bornstein, Stefan R.Univ Dresden, Med Fac Carl Gustav Carus, Dept Med 3, Dresden, Germany.
(author)
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Chambers, John C.Imperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England.;Ealing Hosp NHS Trust, Dept Cardiol, Southall, Middx, England.;Imperial Coll Healthcare NHS Trust, London, England.
(author)
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Chasman, Daniel I.Brigham & Womens Hosp, Div Prevent Med, 75 Francis St, Boston, MA 02115 USA.;Harvard Med Sch, Boston, MA USA.;Brigham & Womens Hosp, Div Genet, 75 Francis St, Boston, MA 02115 USA.;Harvard Med Sch, Boston, MA USA.;Broad Inst MIT & Harvard, Cambridge, MA USA.
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Chen, Yii-Der IdaLABioMed Harbor UCLA Med Ctr, Dept Pediat, Inst Translat Genom & Populat Sci, Torrance, CA USA.
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Chen, Yduan-TsongAcad Sinica, Inst Biomed Sci, Taipei, Taiwan.
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Cheng, Ching-YuSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.;Duke NUS Med Sch, Ophthalmol & Visual Sci Acad Clin Program Eye ACP, Singapore, Singapore.;Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Ophthalmol, Singapore, Singapore.
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Cucca, FrancescoCNR, IRGB, Monserrato, Italy.;Univ Sassari, Dipartimento Sci Biomed, Sassari, Italy.
(author)
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de Geus, Eco J. C.Vrije Univ Amsterdam, Biol Psychol, Amsterdam, Netherlands.
(author)
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Deloukas, PanosQueen Mary Univ London, William Harvey Res Inst, Barts & London Sch Med & Dent, London, England.;King Abdulaziz Univ, Princess Al Jawhara AI Brahim Ctr Excellence Res, Jeddah, Saudi Arabia.
(author)
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Evans, Michele K.NIA, Hlth Dispar Unit, NIH, Baltimore, MD 21224 USA.
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Fornage, MyriamUniv Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Div Epidemiol, Brown Fdn Inst Mol Med, Houston, TX 77030 USA.
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Friedlander, YechielHebrew Univ Jerusalem, Hadassah Med Ctr, Braun Sch Publ Hlth, Jerusalem, Israel.
(author)
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Froguel, PhilippeImperial Coll London, Sch Publ Hlth, Dept Genom Common Dis, London, England.;Lille Univ, CNRS 8199, Lille, France.
(author)
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Groop, LeifLund University,Lunds universitet,Genomik, diabetes och endokrinologi,Forskargrupper vid Lunds universitet,Genomics, Diabetes and Endocrinology,Lund University Research Groups,Institute for Molecular Medicine Finland (FIMM)(Swepub:lu)endo-lgr
(author)
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Gross, Myron D.Univ Minnesota, Dept Lab Med & Pathol, Minneapolis, MN 55455 USA.
(author)
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Harris, Tamara B.NIA, Bethesda, MD 20892 USA.
(author)
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Hayward, CarolineUniv Edinburgh, Inst Genet & Mol Med, Edinburgh, Midlothian, Scotland.
(author)
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Heng, Chew-KiatNatl Univ Singapore, Yong Loo Lin Sch Med, Dept Paediat, Singapore, Singapore.;Natl Univ Hlth Syst, Khoo Teck Puat Natl Univ Childrens Med Inst, Singapore, Singapore.
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Ingelsson, Erik,1975-Uppsala universitet,Molekylär epidemiologi,Science for Life Laboratory, SciLifeLab,Stanford Univ, Sch Med, Dept Med, Div Cardiovasc Med, Stanford, CA 94305 USA.(Swepub:uu)ering425
(author)
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Kato, NorihiroNatl Ctr Global Hlth & Med, Dept Gene Diagnost & Therapeut, Res Inst, Tokyo, Japan.
(author)
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Kim, Bong-JoKorean Natl Inst Hlth, Ctr Genome Sci, Div Struct & Funct Genom, Osong, Chungchungbuk D, South Korea.
(author)
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Koh, Woon-PuayNatl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore.;Duke NUS Med Sch Singapore, Singapore, Singapore.
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-
Kooner, Jaspal S.Ealing Hosp NHS Trust, Dept Cardiol, Southall, Middx, England.;Imperial Coll Healthcare NHS Trust, London, England.;Imperial Coll London, Natl Heart & Lung Inst, Hammersmith Hosp Campus, London, England.
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-
Koerner, AntjeUniv Leipzig, Univ Hosp Children & Adolescents, Dept Womens & Child Hlth, Ctr Pediat Res, Leipzig, Germany.;Univ Leipzig, LIFE Leipzig Res Ctr Civilizat Dis, LIFE Child, Leipzig, Germany.
(author)
-
Kuh, DianaMRC Unit Lifelong Hlth & Ageing, London, England.
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-
Kuusisto, JohannaUniv Eastern Finland, Inst Clin Med Internal Med, Kuopio, Finland.;Kuopio Univ Hosp, Kuopio, Finland.
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-
Laakso, MarkkuUniv Eastern Finland, Inst Clin Med Internal Med, Kuopio, Finland.;Kuopio Univ Hosp, Kuopio, Finland.
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Lin, XuUniv Chinese Acad Sci, Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Nutr Sci,Key Lab Nutr & Metab, Shanghai, Peoples R China.
(author)
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Liu, YongmeiWake Forest Univ, Dept Epidemiol & Prevent, Div Publ Hlth Sci, Winston Salem, NC 27109 USA.
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Loos, Ruth J. F.Icahn Sch Med Mt Sinai, Charles Bronfman Inst Personalized Med, New York, NY 10029 USA.;Icahn Sch Med Mt Sinai, Genet Obes & Related Metab Traits Program, New York, NY 10029 USA.;Icahn Sch Med Mt Sinai, Mindich Child Hlth Dev Inst, New York, NY 10029 USA.
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Magnusson, Patrik K. E.Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden.
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Maerz, WinfriedHeidelberg Univ, Med Fac Mannheim, Dept Med 5, Mannheim, Germany.;Med Univ Graz, Clin Inst Med & Chem Lab Diagnost, Graz, Austria.;Synlab Serv GmbH, Synlab Acad, Mannheim, Germany.
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-
McCarthy, Mark I.Univ Oxford, Radcliffe Dept Med, Oxford Ctr Diabet Endocrinol & Metab, Oxford, England.;Univ Oxford, Nuffield Dept Med, Wellcome Trust Ctr Human Genet, Oxford, England.;Oxford Univ Hosp Trust, Oxford NIHR Biomed Res Ctr, Oxford, England.
(author)
-
Oldehinkel, Albertine J.Univ Groningen, Univ Med Ctr Groningen, Dept Psychiat, Groningen, Netherlands.
(author)
-
Ong, Ken K.Univ Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.
(author)
-
Pedersen, Nancy L.Karolinska Institutet
(author)
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Pereira, Mark A.Univ Minnesota, Div Epidemiol & Community Hlth, Minneapolis, MN USA.
(author)
-
Peters, AnnetteHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Res Unit Mol Epidemiol, Inst Epidemiol 2, Neuherberg, Germany.
(author)
-
Ridker, Paul M.Brigham & Womens Hosp, Div Prevent Med, 75 Francis St, Boston, MA 02115 USA.;Harvard Med Sch, Boston, MA USA.;Harvard Med Sch, Boston, MA USA.;Brigham & Womens Hosp, Div Cardiovasc Med, 75 Francis St, Boston, MA 02115 USA.
(author)
-
Sabanayagam, CharumathiSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.;Duke NUS Med Sch, Ophthalmol & Visual Sci Acad Clin Program Eye ACP, Singapore, Singapore.
(author)
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Sale, MicheleUniv Virginia, Sch Med, Ctr Publ Hlth Genom, Charlottesville, VA 22908 USA.
(author)
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Saleheen, DanishUniv Penn, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USA.;Ctr Noncommunicable Dis, Karachi, Pakistan.
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-
Saltevo, JuhaCent Finland, Cent Hosp, Dept Med, Jyvaskyla, Finland.
(author)
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Schwarz, Peter E. H.Univ Dresden, Med Fac Carl Gustav Carus, Dept Med 3, Dresden, Germany.
(author)
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Sheu, Wayne H. H.Taichung Vet Gen Hosp, Dept Internal Med, Div Endocrine & Metab, Taichung, Taiwan.;Natl Yang Ming Univ, Sch Med, Taipei, Taiwan.;Natl Def Med Ctr, Sch Med, Taipei, Taiwan.
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Snieder, HaroldUniv Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands.
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Spector, Timothy D.Kings Coll London, Dept Twin Res & Genet Epidemiol, London, England.
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Tabara, YasuharuKyoto Univ, Grad Sch Med, Ctr Genom Med, Kyoto, Japan.
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Tuomilehto, JaakkoNatl Inst Hlth & Welf, Chron Dis Prevent Unit, Helsinki, Finland.;Dasman Diabet Inst, Dasman, Kuwait.;Danube Univ Krems, Ctr Vasc Prevent, Krems, Austria.
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van Dam, Rob M.Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore.
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-
Wilson, James G.Univ Mississippi, Med Ctr, Dept Physiol & Biophys, Jackson, MS 39216 USA.
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Wilson, James F.Univ Edinburgh, Western Gen Hosp, Inst Genet & Mol Med, MRC Human Genet Unit, Edinburgh, Midlothian, Scotland.;Univ Edinburgh, Usher Inst Populat Hlth Sci & Informat, Ctr Global Hlth Res, Edinburgh, Midlothian, Scotland.
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Wolffenbuttel, Bruce H. R.Univ Groningen, Univ Med Ctr Groningen, Dept Endocrinol, Groningen, Netherlands.
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-
Wong, Tien YinSingapore Eye Res Inst, Acad Level 6, Discovery Tower, Singapore, Singapore.;Duke NUS Med Sch, Ophthalmol & Visual Sci Acad Clin Program Eye ACP, Singapore, Singapore.;Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Ophthalmol, Singapore, Singapore.
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-
Wu, Jer-YuarnAcad Sinica, Inst Biomed Sci, Taipei, Taiwan.;China Med Univ, Sch Chinese Med, Taichung, Taiwan.
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-
Yuan, Jian-MinUniv Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA 15260 USA.;Univ Pittsburgh, Inst Canc, Div Canc Control & Populat Sci, Pittsburgh, PA USA.
(author)
-
Zonderman, Alan B.NIA, Lab Epidemiol & Populat Sci, NIH, Baltimore, MD 21224 USA.
(author)
-
Soranzo, NicoleWellcome Trust Sanger Inst, Dept Human Genet, Genome Campus, Cambridge, England.;Univ Cambridge, Dept Haematol, Cambridge, England.;Univ Cambridge, Natl Inst Hlth Res Blood & Transplant Unit NIHR B, Cambridge, England.
(author)
-
Guo, XiuqingLABioMed Harbor UCLA Med Ctr, Dept Pediat, Inst Translat Genom & Populat Sci, Torrance, CA USA.
(author)
-
Roberts, David J.Univ Oxford, Biomed Res Ctr Oxford Haematol Theme, Headley Way, Oxford, England.;Univ Oxford, John Radcliffe Hosp, Radcliffe Dept Med, Headley Way, Oxford, England.;NHS Blood & Transplant, Oxford, England.
(author)
-
Florez, Jose C.Harvard Med Sch, Boston, MA USA.;Massachusetts Gen Hosp, Diabet Unit & Ctr Human Genet Res, Boston, MA 02114 USA.;Broad Inst, Programs Metab & Med & Populat Genet, Cambridge, MA USA.
(author)
-
Sladek, RobertMcGill Univ, Dept Med, Montreal, PQ, Canada.
(author)
-
Dupuis, JoseeBoston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02215 USA.;NHLBI, Framingham Heart Study, Framingham, MA USA.
(author)
-
Morris, Andrew P.Univ Oxford, Nuffield Dept Med, Wellcome Trust Ctr Human Genet, Oxford, England.;Univ Liverpool, Dept Biostat, Liverpool, Merseyside, England.
(author)
-
Tai, E-ShyongNatl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore.;Duke NUS Med Sch Singapore, Singapore, Singapore.;Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Med, Singapore, Singapore.
(author)
-
Selvin, ElizabethJohns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA.;Johns Hopkins Univ, Sch Med, Div Gen Internal Med, Baltimore, MD USA.;Johns Hopkins Univ, Welch Ctr Prevent Epidemiol & Clin Res, Baltimore, MD USA.;Singapore Natl Eye Ctr, Singapore, Singapore.
(author)
-
Rotter, Jerome I.LABioMed Harbor UCLA Med Ctr, Dept Pediat, Inst Translat Genom & Populat Sci, Torrance, CA USA.
(author)
-
Langenberg, ClaudiaUniv Cambridge, Sch Clin Med, Inst Metab Sci, MRC Epidemiol Unit, Cambridge, England.
(author)
-
Barroso, InesWellcome Trust Sanger Inst, Dept Human Genet, Genome Campus, Cambridge, England.;Univ Cambridge, Inst Metab Sci, Cambridge, England.
(author)
-
Meigs, James B.Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA.;Harvard Med Sch, Boston, MA USA.;Broad Inst, Programs Metab & Med & Populat Genet, Cambridge, MA USA.,Broad Institute,Harvard University,Massachusetts General Hospital
(author)
-
Wellcome Trust Sanger Inst, Dept Human Genet, Genome Campus, Cambridge, England.Wellcome Trust Sanger Institute
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