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Volumn 100, Issue 4, 2017, Pages 635-649

Human Demographic History Impacts Genetic Risk Prediction across Diverse Populations

Author keywords

1000 Genomes Project; admixed populations; complex trait genetics; GWAS; local ancestry; polygenic risk scores; population genetics; statistical genetics; summary statistics

Indexed keywords

AFRICAN AMERICAN; AMERICAN INDIAN; ARTICLE; ASTHMA; CONCEPTUAL FRAMEWORK; CONTROLLED STUDY; DEMOGRAPHY; EAST ASIAN; FOUNDER EFFECT; GENE FREQUENCY; GENETIC RISK; GENETIC VARIABILITY; GENOME-WIDE ASSOCIATION STUDY; GENOTYPE; HAPLOTYPE; HERITABILITY; HETEROZYGOSITY; HISPANIC; HUMAN; HUMAN GENOME; NIGERIA; NON INSULIN DEPENDENT DIABETES MELLITUS; PHENOTYPE; POLYGENIC RISK; PREDICTION; PRIORITY JOURNAL; PYGMY; QUANTITATIVE ANALYSIS; SAMPLE; SCHIZOPHRENIA; SOUTHERN EUROPEAN; WESTERN HEMISPHERE; ANCESTRY GROUP; GENETIC PREDISPOSITION; GENETICS; HUMAN GENOME PROJECT; MEDICAL GENETICS; MULTIFACTORIAL INHERITANCE; POPULATION GENETICS;

EID: 85016462296     PISSN: 00029297     EISSN: 15376605     Source Type: Journal    
DOI: 10.1016/j.ajhg.2017.03.004     Document Type: Article
Times cited : (934)

References (96)
  • 1
    • 70350221648 scopus 로고    scopus 로고
    • Next generation disparities in human genomics: concerns and remedies
    • 1 Need, A.C., Goldstein, D.B., Next generation disparities in human genomics: concerns and remedies. Trends Genet. 25 (2009), 489–494.
    • (2009) Trends Genet. , vol.25 , pp. 489-494
    • Need, A.C.1    Goldstein, D.B.2
  • 3
    • 84979523711 scopus 로고    scopus 로고
    • Unequal representation of genetic variation across ancestry groups creates healthcare inequality in the application of precision medicine
    • 3 Petrovski, S., Goldstein, D.B., Unequal representation of genetic variation across ancestry groups creates healthcare inequality in the application of precision medicine. Genome Biol., 17, 2016, 157.
    • (2016) Genome Biol. , vol.17 , pp. 157
    • Petrovski, S.1    Goldstein, D.B.2
  • 4
    • 84991669666 scopus 로고    scopus 로고
    • Genomics is failing on diversity
    • 4 Popejoy, A.B., Fullerton, S.M., Genomics is failing on diversity. Nature 538 (2016), 161–164.
    • (2016) Nature , vol.538 , pp. 161-164
    • Popejoy, A.B.1    Fullerton, S.M.2
  • 8
    • 84990250458 scopus 로고    scopus 로고
    • Using genetic distance to infer the accuracy of genomic prediction
    • 8 Scutari, M., Mackay, I., Balding, D., Using genetic distance to infer the accuracy of genomic prediction. PLoS Genet., 12, 2016, e1006288.
    • (2016) PLoS Genet. , vol.12 , pp. e1006288
    • Scutari, M.1    Mackay, I.2    Balding, D.3
  • 10
    • 84908890496 scopus 로고    scopus 로고
    • Defining the role of common variation in the genomic and biological architecture of adult human height
    • 10 Wood, A.R., Esko, T., Yang, J., Vedantam, S., Pers, T.H., Gustafsson, S., Chu, A.Y., Estrada, K., Luan, J., Kutalik, Z., et al. Electronic Medical Records and Genomics (eMEMERGEGE) Consortium MIGen Consortium PAGEGE Consortium, LifeLines Cohort Study. Defining the role of common variation in the genomic and biological architecture of adult human height. Nat. Genet. 46 (2014), 1173–1186.
    • (2014) Nat. Genet. , vol.46 , pp. 1173-1186
    • Wood, A.R.1    Esko, T.2    Yang, J.3    Vedantam, S.4    Pers, T.H.5    Gustafsson, S.6    Chu, A.Y.7    Estrada, K.8    Luan, J.9    Kutalik, Z.10
  • 11
    • 84904804929 scopus 로고    scopus 로고
    • Biological insights from 108 schizophrenia-associated genetic loci
    • 11 Schizophrenia Working Group of the Psychiatric Genomics Consortium. Biological insights from 108 schizophrenia-associated genetic loci. Nature 511 (2014), 421–427.
    • (2014) Nature , vol.511 , pp. 421-427
  • 12
    • 84978682985 scopus 로고    scopus 로고
    • Evaluating the contribution of genetics and familial shared environment to common disease using the UK Biobank
    • 12 Muñoz, M., Pong-Wong, R., Canela-Xandri, O., Rawlik, K., Haley, C.S., Tenesa, A., Evaluating the contribution of genetics and familial shared environment to common disease using the UK Biobank. Nat. Genet. 48 (2016), 980–983.
    • (2016) Nat. Genet. , vol.48 , pp. 980-983
    • Muñoz, M.1    Pong-Wong, R.2    Canela-Xandri, O.3    Rawlik, K.4    Haley, C.S.5    Tenesa, A.6
  • 13
    • 84857641821 scopus 로고    scopus 로고
    • Differential confounding of rare and common variants in spatially structured populations
    • 13 Mathieson, I., McVean, G., Differential confounding of rare and common variants in spatially structured populations. Nat. Genet. 44 (2012), 243–246.
    • (2012) Nat. Genet. , vol.44 , pp. 243-246
    • Mathieson, I.1    McVean, G.2
  • 17
    • 84867130076 scopus 로고    scopus 로고
    • Exome sequencing and complex disease: practical aspects of rare variant association studies
    • 17 Do, R., Kathiresan, S., Abecasis, G.R., Exome sequencing and complex disease: practical aspects of rare variant association studies. Hum. Mol. Genet. 21:R1 (2012), R1–R9.
    • (2012) Hum. Mol. Genet. , vol.21 , Issue.R1 , pp. R1-R9
    • Do, R.1    Kathiresan, S.2    Abecasis, G.R.3
  • 20
    • 84863556835 scopus 로고    scopus 로고
    • Evolution and functional impact of rare coding variation from deep sequencing of human exomes
    • 20 Tennessen, J.A., Bigham, A.W., O'Connor, T.D., Fu, W., Kenny, E.E., Gravel, S., McGee, S., Do, R., Liu, X., Jun, G., et al. Broad GO Seattle GO, NHLBI Exome Sequencing Project. Evolution and functional impact of rare coding variation from deep sequencing of human exomes. Science 337 (2012), 64–69.
    • (2012) Science , vol.337 , pp. 64-69
    • Tennessen, J.A.1    Bigham, A.W.2    O'Connor, T.D.3    Fu, W.4    Kenny, E.E.5    Gravel, S.6    McGee, S.7    Do, R.8    Liu, X.9    Jun, G.10
  • 24
    • 84921818763 scopus 로고    scopus 로고
    • Characteristics of neutral and deleterious protein-coding variation among individuals and populations
    • 24 Fu, W., Gittelman, R.M., Bamshad, M.J., Akey, J.M., Characteristics of neutral and deleterious protein-coding variation among individuals and populations. Am. J. Hum. Genet. 95 (2014), 421–436.
    • (2014) Am. J. Hum. Genet. , vol.95 , pp. 421-436
    • Fu, W.1    Gittelman, R.M.2    Bamshad, M.J.3    Akey, J.M.4
  • 25
    • 84895867277 scopus 로고    scopus 로고
    • The deleterious mutation load is insensitive to recent population history
    • 25 Simons, Y.B., Turchin, M.C., Pritchard, J.K., Sella, G., The deleterious mutation load is insensitive to recent population history. Nat. Genet. 46 (2014), 220–224.
    • (2014) Nat. Genet. , vol.46 , pp. 220-224
    • Simons, Y.B.1    Turchin, M.C.2    Pritchard, J.K.3    Sella, G.4
  • 27
    • 79955578094 scopus 로고    scopus 로고
    • Enhanced statistical tests for GWAS in admixed populations: assessment using African Americans from CARe and a Breast Cancer Consortium
    • 27 Pasaniuc, B., Zaitlen, N., Lettre, G., Chen, G.K., Tandon, A., Kao, W.H.L., Ruczinski, I., Fornage, M., Siscovick, D.S., Zhu, X., et al. Enhanced statistical tests for GWAS in admixed populations: assessment using African Americans from CARe and a Breast Cancer Consortium. PLoS Genet., 7, 2011, e1001371.
    • (2011) PLoS Genet. , vol.7 , pp. e1001371
    • Pasaniuc, B.1    Zaitlen, N.2    Lettre, G.3    Chen, G.K.4    Tandon, A.5    Kao, W.H.L.6    Ruczinski, I.7    Fornage, M.8    Siscovick, D.S.9    Zhu, X.10
  • 34
    • 0034118493 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotype data
    • 34 Pritchard, J.K., Stephens, M., Donnelly, P., Inference of population structure using multilocus genotype data. Genetics 155 (2000), 945–959.
    • (2000) Genetics , vol.155 , pp. 945-959
    • Pritchard, J.K.1    Stephens, M.2    Donnelly, P.3
  • 35
    • 17644402806 scopus 로고    scopus 로고
    • Estimation of individual admixture: analytical and study design considerations
    • 35 Tang, H., Peng, J., Wang, P., Risch, N.J., Estimation of individual admixture: analytical and study design considerations. Genet. Epidemiol. 28 (2005), 289–301.
    • (2005) Genet. Epidemiol. , vol.28 , pp. 289-301
    • Tang, H.1    Peng, J.2    Wang, P.3    Risch, N.J.4
  • 36
    • 69749099417 scopus 로고    scopus 로고
    • Fast model-based estimation of ancestry in unrelated individuals
    • 36 Alexander, D.H., Novembre, J., Lange, K., Fast model-based estimation of ancestry in unrelated individuals. Genome Res. 19 (2009), 1655–1664.
    • (2009) Genome Res. , vol.19 , pp. 1655-1664
    • Alexander, D.H.1    Novembre, J.2    Lange, K.3
  • 37
    • 77953811255 scopus 로고    scopus 로고
    • New approaches to population stratification in genome-wide association studies
    • 37 Price, A.L., Zaitlen, N.A., Reich, D., Patterson, N., New approaches to population stratification in genome-wide association studies. Nat. Rev. Genet. 11 (2010), 459–463.
    • (2010) Nat. Rev. Genet. , vol.11 , pp. 459-463
    • Price, A.L.1    Zaitlen, N.A.2    Reich, D.3    Patterson, N.4
  • 38
    • 84926320923 scopus 로고    scopus 로고
    • Demography and the age of rare variants
    • 38 Mathieson, I., McVean, G., Demography and the age of rare variants. PLoS Genet., 10, 2014, e1004528.
    • (2014) PLoS Genet. , vol.10 , pp. e1004528
    • Mathieson, I.1    McVean, G.2
  • 40
    • 85016903046 scopus 로고    scopus 로고
    • Joint genotype- and ancestry-based genome-wide association studies in admixed populations
    • 40 Szulc, P., Bogdan, M., Frommlet, F., Tang, H., Joint genotype- and ancestry-based genome-wide association studies in admixed populations. bioRxiv, 2016, 10.1101/062554.
    • (2016) bioRxiv
    • Szulc, P.1    Bogdan, M.2    Frommlet, F.3    Tang, H.4
  • 42
    • 73149100820 scopus 로고    scopus 로고
    • Leveraging genetic variability across populations for the identification of causal variants
    • 42 Zaitlen, N., Paşaniuc, B., Gur, T., Ziv, E., Halperin, E., Leveraging genetic variability across populations for the identification of causal variants. Am. J. Hum. Genet. 86 (2010), 23–33.
    • (2010) Am. J. Hum. Genet. , vol.86 , pp. 23-33
    • Zaitlen, N.1    Paşaniuc, B.2    Gur, T.3    Ziv, E.4    Halperin, E.5
  • 43
    • 84883786102 scopus 로고    scopus 로고
    • Mapping the human reference genome's missing sequence by three-way admixture in Latino genomes
    • 43 Genovese, G., Handsaker, R.E., Li, H., Kenny, E.E., McCarroll, S.A., Mapping the human reference genome's missing sequence by three-way admixture in Latino genomes. Am. J. Hum. Genet. 93 (2013), 411–421.
    • (2013) Am. J. Hum. Genet. , vol.93 , pp. 411-421
    • Genovese, G.1    Handsaker, R.E.2    Li, H.3    Kenny, E.E.4    McCarroll, S.A.5
  • 48
    • 68449086236 scopus 로고    scopus 로고
    • Common polygenic variation contributes to risk of schizophrenia and bipolar disorder
    • 48 Purcell, S.M., Wray, N.R., Stone, J.L., Visscher, P.M., O'Donovan, M.C., Sullivan, P.F., Sklar, P., International Schizophrenia Consortium. Common polygenic variation contributes to risk of schizophrenia and bipolar disorder. Nature 460 (2009), 748–752.
    • (2009) Nature , vol.460 , pp. 748-752
    • Purcell, S.M.1    Wray, N.R.2    Stone, J.L.3    Visscher, P.M.4    O'Donovan, M.C.5    Sullivan, P.F.6    Sklar, P.7
  • 51
    • 34948877698 scopus 로고    scopus 로고
    • Prediction of individual genetic risk to disease from genome-wide association studies
    • 51 Wray, N.R., Goddard, M.E., Visscher, P.M., Prediction of individual genetic risk to disease from genome-wide association studies. Genome Res. 17 (2007), 1520–1528.
    • (2007) Genome Res. , vol.17 , pp. 1520-1528
    • Wray, N.R.1    Goddard, M.E.2    Visscher, P.M.3
  • 54
    • 84965076156 scopus 로고    scopus 로고
    • Developing and evaluating polygenic risk prediction models for stratified disease prevention
    • 54 Chatterjee, N., Shi, J., García-Closas, M., Developing and evaluating polygenic risk prediction models for stratified disease prevention. Nat. Rev. Genet. 17 (2016), 392–406.
    • (2016) Nat. Rev. Genet. , vol.17 , pp. 392-406
    • Chatterjee, N.1    Shi, J.2    García-Closas, M.3
  • 55
    • 84963653782 scopus 로고    scopus 로고
    • Polygenic epidemiology
    • 55 Dudbridge, F., Polygenic epidemiology. Genet. Epidemiol. 40 (2016), 268–272.
    • (2016) Genet. Epidemiol. , vol.40 , pp. 268-272
    • Dudbridge, F.1
  • 56
    • 85016902841 scopus 로고    scopus 로고
    • Exploring the predictive power of polygenic scores derived from genome-wide association studies: a study of 10 complex traits
    • 56 So, H.C., Sham, P.C., Exploring the predictive power of polygenic scores derived from genome-wide association studies: a study of 10 complex traits. Bioinformatics 33 (2017), 886–892.
    • (2017) Bioinformatics , vol.33 , pp. 886-892
    • So, H.C.1    Sham, P.C.2
  • 57
    • 84946158905 scopus 로고    scopus 로고
    • PRSice: polygenic risk score software
    • 57 Euesden, J., Lewis, C.M., O'Reilly, P.F., PRSice: polygenic risk score software. Bioinformatics 31 (2015), 1466–1468.
    • (2015) Bioinformatics , vol.31 , pp. 1466-1468
    • Euesden, J.1    Lewis, C.M.2    O'Reilly, P.F.3
  • 58
    • 85007574079 scopus 로고    scopus 로고
    • Winner's curse correction and variable thresholding improve performance of polygenic risk modeling based on genome-wide association study summary-level data
    • 58 Shi, J., Park, J.H., Duan, J., Berndt, S.T., Moy, W., Yu, K., Song, L., Wheeler, W., Hua, X., Silverman, D., et al. MGS (Molecular Genetics of Schizophrenia) GWAS Consortium GECCO (The Genetics and Epidemiology of Colorectal Cancer Consortium) GAME-ON/TRICL (Transdisciplinary Research in Cancer of the Lung) GWAS Consortium PRACTICAL (PRostate cancer AssoCiation group To Investigate Cancer Associated aLterations) Consortium PanScan Consortium, GAME-ON/ELLIPSE Consortium. Winner's curse correction and variable thresholding improve performance of polygenic risk modeling based on genome-wide association study summary-level data. PLoS Genet., 12, 2016, e1006493.
    • (2016) PLoS Genet. , vol.12 , pp. e1006493
    • Shi, J.1    Park, J.H.2    Duan, J.3    Berndt, S.T.4    Moy, W.5    Yu, K.6    Song, L.7    Wheeler, W.8    Hua, X.9    Silverman, D.10
  • 59
    • 84876007072 scopus 로고    scopus 로고
    • Power and predictive accuracy of polygenic risk scores
    • 59 Dudbridge, F., Power and predictive accuracy of polygenic risk scores. PLoS Genet., 9, 2013, e1003348.
    • (2013) PLoS Genet. , vol.9 , pp. e1003348
    • Dudbridge, F.1
  • 60
    • 45949085378 scopus 로고    scopus 로고
    • Polygenes, risk prediction, and targeted prevention of breast cancer
    • 60 Pharoah, P.D., Antoniou, A.C., Easton, D.F., Ponder, B.A., Polygenes, risk prediction, and targeted prevention of breast cancer. N. Engl. J. Med. 358 (2008), 2796–2803.
    • (2008) N. Engl. J. Med. , vol.358 , pp. 2796-2803
    • Pharoah, P.D.1    Antoniou, A.C.2    Easton, D.F.3    Ponder, B.A.4
  • 61
    • 69449102525 scopus 로고    scopus 로고
    • Harnessing the information contained within genome-wide association studies to improve individual prediction of complex disease risk
    • 61 Evans, D.M., Visscher, P.M., Wray, N.R., Harnessing the information contained within genome-wide association studies to improve individual prediction of complex disease risk. Hum. Mol. Genet. 18 (2009), 3525–3531.
    • (2009) Hum. Mol. Genet. , vol.18 , pp. 3525-3531
    • Evans, D.M.1    Visscher, P.M.2    Wray, N.R.3
  • 66
    • 84925130699 scopus 로고    scopus 로고
    • Joint analysis of psychiatric disorders increases accuracy of risk prediction for schizophrenia, bipolar disorder, and major depressive disorder
    • 66 Maier, R., Moser, G., Chen, G.B., Ripke, S., Coryell, W., Potash, J.B., Scheftner, W.A., Shi, J., Weissman, M.M., Hultman, C.M., et al., Cross-Disorder Working Group of the Psychiatric Genomics Consortium. Joint analysis of psychiatric disorders increases accuracy of risk prediction for schizophrenia, bipolar disorder, and major depressive disorder. Am. J. Hum. Genet. 96 (2015), 283–294.
    • (2015) Am. J. Hum. Genet. , vol.96 , pp. 283-294
    • Maier, R.1    Moser, G.2    Chen, G.B.3    Ripke, S.4    Coryell, W.5    Potash, J.B.6    Scheftner, W.A.7    Shi, J.8    Weissman, M.M.9    Hultman, C.M.10
  • 67
    • 84952665106 scopus 로고    scopus 로고
    • Modeling linkage disequilibrium increases accuracy of polygenic risk scores
    • 67 Vilhjálmsson, B.J., Yang, J., Finucane, H.K., Gusev, A., Lindström, S., Ripke, S., Genovese, G., Loh, P.R., Bhatia, G., Do, R., et al., Schizophrenia Working Group of the Psychiatric Genomics Consortium, Discovery, Biology, and Risk of Inherited Variants in Breast Cancer (DRIVE) study. Modeling linkage disequilibrium increases accuracy of polygenic risk scores. Am. J. Hum. Genet. 97 (2015), 576–592.
    • (2015) Am. J. Hum. Genet. , vol.97 , pp. 576-592
    • Vilhjálmsson, B.J.1    Yang, J.2    Finucane, H.K.3    Gusev, A.4    Lindström, S.5    Ripke, S.6    Genovese, G.7    Loh, P.R.8    Bhatia, G.9    Do, R.10
  • 68
    • 84911893507 scopus 로고    scopus 로고
    • A hidden Markov model for investigating recent positive selection through haplotype structure
    • 68 Chen, H., Hey, J., Slatkin, M., A hidden Markov model for investigating recent positive selection through haplotype structure. Theor. Popul. Biol. 99 (2015), 18–30.
    • (2015) Theor. Popul. Biol. , vol.99 , pp. 18-30
    • Chen, H.1    Hey, J.2    Slatkin, M.3
  • 71
    • 84881665614 scopus 로고    scopus 로고
    • RFMix: a discriminative modeling approach for rapid and robust local-ancestry inference
    • 71 Maples, B.K., Gravel, S., Kenny, E.E., Bustamante, C.D., RFMix: a discriminative modeling approach for rapid and robust local-ancestry inference. Am. J. Hum. Genet. 93 (2013), 278–288.
    • (2013) Am. J. Hum. Genet. , vol.93 , pp. 278-288
    • Maples, B.K.1    Gravel, S.2    Kenny, E.E.3    Bustamante, C.D.4
  • 72
    • 84862587557 scopus 로고    scopus 로고
    • Population genetics models of local ancestry
    • 72 Gravel, S., Population genetics models of local ancestry. Genetics 191 (2012), 607–619.
    • (2012) Genetics , vol.191 , pp. 607-619
    • Gravel, S.1
  • 75
    • 84975828278 scopus 로고    scopus 로고
    • Efficient coalescent simulation and genealogical analysis for large sample sizes
    • 75 Kelleher, J., Etheridge, A.M., McVean, G., Efficient coalescent simulation and genealogical analysis for large sample sizes. PLoS Comput. Biol., 12, 2016, e1004842.
    • (2016) PLoS Comput. Biol. , vol.12 , pp. e1004842
    • Kelleher, J.1    Etheridge, A.M.2    McVean, G.3
  • 78
    • 33746512512 scopus 로고    scopus 로고
    • Principal components analysis corrects for stratification in genome-wide association studies
    • 78 Price, A.L., Patterson, N.J., Plenge, R.M., Weinblatt, M.E., Shadick, N.A., Reich, D., Principal components analysis corrects for stratification in genome-wide association studies. Nat. Genet. 38 (2006), 904–909.
    • (2006) Nat. Genet. , vol.38 , pp. 904-909
    • Price, A.L.1    Patterson, N.J.2    Plenge, R.M.3    Weinblatt, M.E.4    Shadick, N.A.5    Reich, D.6
  • 85
    • 84923169934 scopus 로고    scopus 로고
    • New genetic loci link adipose and insulin biology to body fat distribution
    • 85 Shungin, D., Winkler, T.W., Croteau-Chonka, D.C., Ferreira, T., Locke, A.E., Mägi, R., Strawbridge, R.J., Pers, T.H., Fischer, K., Justice, A.E., et al. ADIPOGen Consortium CARDIOGRAMplusC4D Consortium CKDGen Consortium GEFOS Consortium GENIE Consortium GLGC ICBP International Endogene Consortium LifeLines Cohort Study MAGIC Investigators MuTHER Consortium PAGE Consortium, ReproGen Consortium. New genetic loci link adipose and insulin biology to body fat distribution. Nature 518 (2015), 187–196.
    • (2015) Nature , vol.518 , pp. 187-196
    • Shungin, D.1    Winkler, T.W.2    Croteau-Chonka, D.C.3    Ferreira, T.4    Locke, A.E.5    Mägi, R.6    Strawbridge, R.J.7    Pers, T.H.8    Fischer, K.9    Justice, A.E.10
  • 86
    • 84948984088 scopus 로고    scopus 로고
    • Genetic fine mapping and genomic annotation defines causal mechanisms at type 2 diabetes susceptibility loci
    • 86 Gaulton, K.J., Ferreira, T., Lee, Y., Raimondo, A., Mägi, R., Reschen, M.E., Mahajan, A., Locke, A., Rayner, N.W., Robertson, N., et al., DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium. Genetic fine mapping and genomic annotation defines causal mechanisms at type 2 diabetes susceptibility loci. Nat. Genet. 47 (2015), 1415–1425.
    • (2015) Nat. Genet. , vol.47 , pp. 1415-1425
    • Gaulton, K.J.1    Ferreira, T.2    Lee, Y.3    Raimondo, A.4    Mägi, R.5    Reschen, M.E.6    Mahajan, A.7    Locke, A.8    Rayner, N.W.9    Robertson, N.10
  • 87
    • 84895868553 scopus 로고    scopus 로고
    • Genome-wide trans-ancestry meta-analysis provides insight into the genetic architecture of type 2 diabetes susceptibility
    • 87 Mahajan, A., Go, M.J., Zhang, W., Below, J.E., Gaulton, K.J., Ferreira, T., Horikoshi, M., Johnson, A.D., Ng, M.C., Prokopenko, I., et al. DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium Asian Genetic Epidemiology Network Type 2 Diabetes (AGEN-T2D) Consortium South Asian Type 2 Diabetes (SAT2D) Consortium Mexican American Type 2 Diabetes (MAT2D) Consortium, Type 2 Diabetes Genetic Exploration by Nex-generation sequencing in muylti-Ethnic Samples (T2D-GENES) Consortium. Genome-wide trans-ancestry meta-analysis provides insight into the genetic architecture of type 2 diabetes susceptibility. Nat. Genet. 46 (2014), 234–244.
    • (2014) Nat. Genet. , vol.46 , pp. 234-244
    • Mahajan, A.1    Go, M.J.2    Zhang, W.3    Below, J.E.4    Gaulton, K.J.5    Ferreira, T.6    Horikoshi, M.7    Johnson, A.D.8    Ng, M.C.9    Prokopenko, I.10
  • 89
    • 80055080761 scopus 로고    scopus 로고
    • Identification, replication, and fine-mapping of loci associated with adult height in individuals of african ancestry
    • 89 N'Diaye, A., Chen, G.K., Palmer, C.D., Ge, B., Tayo, B., Mathias, R.A., Ding, J., Nalls, M.A., Adeyemo, A., Adoue, V., et al. Identification, replication, and fine-mapping of loci associated with adult height in individuals of african ancestry. PLoS Genet., 7, 2011, e1002298.
    • (2011) PLoS Genet. , vol.7 , pp. e1002298
    • N'Diaye, A.1    Chen, G.K.2    Palmer, C.D.3    Ge, B.4    Tayo, B.5    Mathias, R.A.6    Ding, J.7    Nalls, M.A.8    Adeyemo, A.9    Adoue, V.10
  • 90
    • 8844232807 scopus 로고    scopus 로고
    • Human size evolution: no evolutionary allometric relationship between male and female stature
    • 90 Gustafsson, A., Lindenfors, P., Human size evolution: no evolutionary allometric relationship between male and female stature. J. Hum. Evol. 47 (2004), 253–266.
    • (2004) J. Hum. Evol. , vol.47 , pp. 253-266
    • Gustafsson, A.1    Lindenfors, P.2
  • 93
    • 84896780157 scopus 로고    scopus 로고
    • An excess of risk-increasing low-frequency variants can be a signal of polygenic inheritance in complex diseases
    • 93 Chan, Y., Lim, E.T., Sandholm, N., Wang, S.R., McKnight, A.J., Ripke, S., Daly, M.J., Neale, B.M., Salem, R.M., Hirschhorn, J.N. DIAGRAM Consortium GENIE Consortium GIANT Consortium IIBDGC Consortium, PGC Consortium. An excess of risk-increasing low-frequency variants can be a signal of polygenic inheritance in complex diseases. Am. J. Hum. Genet. 94 (2014), 437–452.
    • (2014) Am. J. Hum. Genet. , vol.94 , pp. 437-452
    • Chan, Y.1    Lim, E.T.2    Sandholm, N.3    Wang, S.R.4    McKnight, A.J.5    Ripke, S.6    Daly, M.J.7    Neale, B.M.8    Salem, R.M.9    Hirschhorn, J.N.10
  • 95
    • 84920807370 scopus 로고    scopus 로고
    • Trans-ethnic genome-wide association studies: advantages and challenges of mapping in diverse populations
    • 95 Li, Y.R., Keating, B.J., Trans-ethnic genome-wide association studies: advantages and challenges of mapping in diverse populations. Genome Med., 6, 2014, 91.
    • (2014) Genome Med. , vol.6 , pp. 91
    • Li, Y.R.1    Keating, B.J.2


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