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Volumn 101, Issue 6, 2017, Pages 939-964

A Powerful Approach to Estimating Annotation-Stratified Genetic Covariance via GWAS Summary Statistics

Author keywords

Alzheimer's disease; amyotrophic lateral sclerosis; functional annotation; genetic covariance; genome wide association study; summary statistics

Indexed keywords

ALZHEIMER DISEASE; AMYOTROPHIC LATERAL SCLEROSIS; ARTICLE; AUTOIMMUNITY; COGNITION; COVARIANCE; GENE FREQUENCY; GENE LINKAGE DISEQUILIBRIUM; GENETIC COVARIANCE; GENETIC TRAIT; GENOME-WIDE ASSOCIATION STUDY; HUMAN; PRIORITY JOURNAL; SINGLE NUCLEOTIDE POLYMORPHISM; STATISTICAL ANALYSIS; STATISTICAL MODEL; STATISTICS; SUMMARY STATISTICS; ANALYSIS OF VARIANCE; GENETIC PREDISPOSITION; GENETICS; MOLECULAR GENETICS; PROCEDURES; QUANTITATIVE TRAIT LOCUS;

EID: 85037353763     PISSN: 00029297     EISSN: 15376605     Source Type: Journal    
DOI: 10.1016/j.ajhg.2017.11.001     Document Type: Article
Times cited : (113)

References (63)
  • 4
    • 84867284056 scopus 로고    scopus 로고
    • Estimation of pleiotropy between complex diseases using single-nucleotide polymorphism-derived genomic relationships and restricted maximum likelihood
    • Lee, S.H., Yang, J., Goddard, M.E., Visscher, P.M., Wray, N.R., Estimation of pleiotropy between complex diseases using single-nucleotide polymorphism-derived genomic relationships and restricted maximum likelihood. Bioinformatics 28 (2012), 2540–2542.
    • (2012) Bioinformatics , vol.28 , pp. 2540-2542
    • Lee, S.H.1    Yang, J.2    Goddard, M.E.3    Visscher, P.M.4    Wray, N.R.5
  • 5
    • 84859261092 scopus 로고    scopus 로고
    • Heritability and genetic correlations explained by common SNPs for metabolic syndrome traits
    • Vattikuti, S., Guo, J., Chow, C.C., Heritability and genetic correlations explained by common SNPs for metabolic syndrome traits. PLoS Genet., 8, 2012, e1002637.
    • (2012) PLoS Genet. , vol.8 , pp. e1002637
    • Vattikuti, S.1    Guo, J.2    Chow, C.C.3
  • 6
    • 84883465830 scopus 로고    scopus 로고
    • Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs
    • Lee, S.H., Ripke, S., Neale, B.M., Faraone, S.V., Purcell, S.M., Perlis, R.H., Mowry, B.J., Thapar, A., Goddard, M.E., Witte, J.S., et al. Cross-Disorder Group of the Psychiatric Genomics Consortium, International Inflammatory Bowel Disease Genetics Consortium (IIBDGC). Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs. Nat. Genet. 45 (2013), 984–994.
    • (2013) Nat. Genet. , vol.45 , pp. 984-994
    • Lee, S.H.1    Ripke, S.2    Neale, B.M.3    Faraone, S.V.4    Purcell, S.M.5    Perlis, R.H.6    Mowry, B.J.7    Thapar, A.8    Goddard, M.E.9    Witte, J.S.10
  • 8
    • 84994748491 scopus 로고    scopus 로고
    • Dissecting the genetics of complex traits using summary association statistics
    • Pasaniuc, B., Price, A.L., Dissecting the genetics of complex traits using summary association statistics. Nat. Rev. Genet. 18 (2017), 117–127.
    • (2017) Nat. Rev. Genet. , vol.18 , pp. 117-127
    • Pasaniuc, B.1    Price, A.L.2
  • 10
    • 85028296791 scopus 로고    scopus 로고
    • LD Hub: a centralized database and web interface to perform LD score regression that maximizes the potential of summary level GWAS data for SNP heritability and genetic correlation analysis
    • Zheng, J., Erzurumluoglu, A.M., Elsworth, B.L., Kemp, J.P., Howe, L., Haycock, P.C., Hemani, G., Tansey, K., Laurin, C., Pourcain, B.S., LD Hub: a centralized database and web interface to perform LD score regression that maximizes the potential of summary level GWAS data for SNP heritability and genetic correlation analysis. Bioinformatics 33 (2016), 272–279.
    • (2016) Bioinformatics , vol.33 , pp. 272-279
    • Zheng, J.1    Erzurumluoglu, A.M.2    Elsworth, B.L.3    Kemp, J.P.4    Howe, L.5    Haycock, P.C.6    Hemani, G.7    Tansey, K.8    Laurin, C.9    Pourcain, B.S.10
  • 11
    • 85002949412 scopus 로고    scopus 로고
    • A unified framework for variance component estimation with summary statistics in genome-wide association studies
    • Zhou, X., A unified framework for variance component estimation with summary statistics in genome-wide association studies. bioRxiv, 2016, 10.1101/042846.
    • (2016) bioRxiv
    • Zhou, X.1
  • 12
    • 85000443086 scopus 로고    scopus 로고
    • Partitioning heritability by functional annotation using genome-wide association summary statistics
    • Finucane, H.K., Bulik-Sullivan, B., Gusev, A., Trynka, G., Reshef, Y., Loh, P.-R., Anttila, V., Xu, H., Zang, C., Farh, K., et al. ReproGen Consortium Schizophrenia Working Group of the Psychiatric Genomics Consortium, RACI Consortium. Partitioning heritability by functional annotation using genome-wide association summary statistics. Nat. Genet. 47 (2015), 1228–1235.
    • (2015) Nat. Genet. , vol.47 , pp. 1228-1235
    • Finucane, H.K.1    Bulik-Sullivan, B.2    Gusev, A.3    Trynka, G.4    Reshef, Y.5    Loh, P.-R.6    Anttila, V.7    Xu, H.8    Zang, C.9    Farh, K.10
  • 13
    • 84922273141 scopus 로고    scopus 로고
    • Partitioning heritability of regulatory and cell-type-specific variants across 11 common diseases
    • Gusev, A., Lee, S.H., Trynka, G., Finucane, H., Vilhjálmsson, B.J., Xu, H., Zang, C., Ripke, S., Bulik-Sullivan, B., Stahl, E., et al. Schizophrenia Working Group of the Psychiatric Genomics Consortium SWE-SCZ Consortium Schizophrenia Working Group of the Psychiatric Genomics Consortium, SWE-SCZ Consortium. Partitioning heritability of regulatory and cell-type-specific variants across 11 common diseases. Am. J. Hum. Genet. 95 (2014), 535–552.
    • (2014) Am. J. Hum. Genet. , vol.95 , pp. 535-552
    • Gusev, A.1    Lee, S.H.2    Trynka, G.3    Finucane, H.4    Vilhjálmsson, B.J.5    Xu, H.6    Zang, C.7    Ripke, S.8    Bulik-Sullivan, B.9    Stahl, E.10
  • 14
    • 85026680407 scopus 로고    scopus 로고
    • Systematic tissue-specific functional annotation of the human genome highlights immune-related DNA elements for late-onset Alzheimer's disease
    • Lu, Q., Powles, R.L., Abdallah, S., Ou, D., Wang, Q., Hu, Y., Lu, Y., Liu, W., Li, B., Mukherjee, S., et al. Systematic tissue-specific functional annotation of the human genome highlights immune-related DNA elements for late-onset Alzheimer's disease. PLoS Genet., 13, 2017, e1006933.
    • (2017) PLoS Genet. , vol.13 , pp. e1006933
    • Lu, Q.1    Powles, R.L.2    Abdallah, S.3    Ou, D.4    Wang, Q.5    Hu, Y.6    Lu, Y.7    Liu, W.8    Li, B.9    Mukherjee, S.10
  • 16
    • 84964769768 scopus 로고    scopus 로고
    • Relationship between LD Score and Haseman-Elston Regression
    • Bulik-Sullivan, B., Relationship between LD Score and Haseman-Elston Regression. bioRxiv, 2015, 10.1101/018283.
    • (2015) bioRxiv
    • Bulik-Sullivan, B.1
  • 18
    • 85037337919 scopus 로고    scopus 로고
    • PhenoSpD: an integrated toolkit for phenotypic correlation estimation and multiple testing correction using GWAS summary statistics
    • Zheng, J., Richardson, T., Millard, L., Hemani, G., Raistrick, C., Vilhjalmsson, B., Haycock, P., Gaunt, T., PhenoSpD: an integrated toolkit for phenotypic correlation estimation and multiple testing correction using GWAS summary statistics. bioRxiv, 2017, 10.1101/148627.
    • (2017) bioRxiv
    • Zheng, J.1    Richardson, T.2    Millard, L.3    Hemani, G.4    Raistrick, C.5    Vilhjalmsson, B.6    Haycock, P.7    Gaunt, T.8
  • 19
    • 84979596905 scopus 로고    scopus 로고
    • Genome-wide association analyses identify new risk variants and the genetic architecture of amyotrophic lateral sclerosis
    • van Rheenen, W., Shatunov, A., Dekker, A.M., McLaughlin, R.L., Diekstra, F.P., Pulit, S.L., van der Spek, R.A., Võsa, U., de Jong, S., Robinson, M.R., et al. PARALS Registry SLALOM Group SLAP Registry FALS Sequencing Consortium SLAGEN Consortium, NNIPPS Study Group. Genome-wide association analyses identify new risk variants and the genetic architecture of amyotrophic lateral sclerosis. Nat. Genet. 48 (2016), 1043–1048.
    • (2016) Nat. Genet. , vol.48 , pp. 1043-1048
    • van Rheenen, W.1    Shatunov, A.2    Dekker, A.M.3    McLaughlin, R.L.4    Diekstra, F.P.5    Pulit, S.L.6    van der Spek, R.A.7    Võsa, U.8    de Jong, S.9    Robinson, M.R.10
  • 20
    • 84930225591 scopus 로고    scopus 로고
    • A statistical framework to predict functional non-coding regions in the human genome through integrated analysis of annotation data
    • Lu, Q., Hu, Y., Sun, J., Cheng, Y., Cheung, K.-H., Zhao, H., A statistical framework to predict functional non-coding regions in the human genome through integrated analysis of annotation data. Sci. Rep., 5, 2015, 10576.
    • (2015) Sci. Rep. , vol.5 , pp. 10576
    • Lu, Q.1    Hu, Y.2    Sun, J.3    Cheng, Y.4    Cheung, K.-H.5    Zhao, H.6
  • 21
    • 84964828312 scopus 로고    scopus 로고
    • Integrative tissue-specific functional annotations in the human genome provide novel insights on many complex traits and improve signal prioritization in genome wide association studies
    • Lu, Q., Powles, R.L., Wang, Q., He, B.J., Zhao, H., Integrative tissue-specific functional annotations in the human genome provide novel insights on many complex traits and improve signal prioritization in genome wide association studies. PLoS Genet., 12, 2016, e1005947.
    • (2016) PLoS Genet. , vol.12 , pp. e1005947
    • Lu, Q.1    Powles, R.L.2    Wang, Q.3    He, B.J.4    Zhao, H.5
  • 22
    • 84865790047 scopus 로고    scopus 로고
    • An integrated encyclopedia of DNA elements in the human genome
    • Bernstein, B.E., Birney, E., Dunham, I., Green, E.D., Gunter, C., Snyder, M., ENCODE Project Consortium. An integrated encyclopedia of DNA elements in the human genome. Nature 489 (2012), 57–74.
    • (2012) Nature , vol.489 , pp. 57-74
    • Bernstein, B.E.1    Birney, E.2    Dunham, I.3    Green, E.D.4    Gunter, C.5    Snyder, M.6
  • 24
    • 84902212919 scopus 로고    scopus 로고
    • Defining the neural basis of appetite and obesity: from genes to behaviour
    • Farooqi, I.S., Defining the neural basis of appetite and obesity: from genes to behaviour. Clin. Med. (Lond.) 14 (2014), 286–289.
    • (2014) Clin. Med. (Lond.) , vol.14 , pp. 286-289
    • Farooqi, I.S.1
  • 25
    • 84861614905 scopus 로고    scopus 로고
    • A genome-wide approach accounting for body mass index identifies genetic variants influencing fasting glycemic traits and insulin resistance
    • Manning, A.K., Hivert, M.-F., Scott, R.A., Grimsby, J.L., Bouatia-Naji, N., Chen, H., Rybin, D., Liu, C.-T., Bielak, L.F., Prokopenko, I., et al. DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium, Multiple Tissue Human Expression Resource (MUTHER) Consortium. A genome-wide approach accounting for body mass index identifies genetic variants influencing fasting glycemic traits and insulin resistance. Nat. Genet. 44 (2012), 659–669.
    • (2012) Nat. Genet. , vol.44 , pp. 659-669
    • Manning, A.K.1    Hivert, M.-F.2    Scott, R.A.3    Grimsby, J.L.4    Bouatia-Naji, N.5    Chen, H.6    Rybin, D.7    Liu, C.-T.8    Bielak, L.F.9    Prokopenko, I.10
  • 27
    • 80051684615 scopus 로고    scopus 로고
    • Genetic risk and a primary role for cell-mediated immune mechanisms in multiple sclerosis
    • Sawcer, S., Hellenthal, G., Pirinen, M., Spencer, C.C., Patsopoulos, N.A., Moutsianas, L., Dilthey, A., Su, Z., Freeman, C., Hunt, S.E., et al. International Multiple Sclerosis Genetics Consortium, Wellcome Trust Case Control Consortium 2. Genetic risk and a primary role for cell-mediated immune mechanisms in multiple sclerosis. Nature 476 (2011), 214–219.
    • (2011) Nature , vol.476 , pp. 214-219
    • Sawcer, S.1    Hellenthal, G.2    Pirinen, M.3    Spencer, C.C.4    Patsopoulos, N.A.5    Moutsianas, L.6    Dilthey, A.7    Su, Z.8    Freeman, C.9    Hunt, S.E.10
  • 31
    • 0030895527 scopus 로고    scopus 로고
    • Personality and personality disorders predict development and relapses of major depression
    • Alnaes, R., Torgersen, S., Personality and personality disorders predict development and relapses of major depression. Acta Psychiatr. Scand. 95 (1997), 336–342.
    • (1997) Acta Psychiatr. Scand. , vol.95 , pp. 336-342
    • Alnaes, R.1    Torgersen, S.2
  • 34
    • 85016119837 scopus 로고    scopus 로고
    • Pleiotropy between neuroticism and physical and mental health: findings from 108 038 men and women in UK Biobank
    • Gale, C.R., Hagenaars, S.P., Davies, G., Hill, W.D., Liewald, D.C., Cullen, B., Penninx, B.W., Boomsma, D.I., Pell, J., McIntosh, A.M., et al., International Consortium for Blood Pressure GWAS, CHARGE Consortium Aging and Longevity Group. Pleiotropy between neuroticism and physical and mental health: findings from 108 038 men and women in UK Biobank. Transl. Psychiatry, 6, 2016, e791.
    • (2016) Transl. Psychiatry , vol.6 , pp. e791
    • Gale, C.R.1    Hagenaars, S.P.2    Davies, G.3    Hill, W.D.4    Liewald, D.C.5    Cullen, B.6    Penninx, B.W.7    Boomsma, D.I.8    Pell, J.9    McIntosh, A.M.10
  • 35
    • 84957085149 scopus 로고    scopus 로고
    • Uric acid levels can predict metabolic syndrome and hypertension in adolescents: a 10-year longitudinal study
    • Sun, H.-L., Pei, D., Lue, K.-H., Chen, Y.-L., Uric acid levels can predict metabolic syndrome and hypertension in adolescents: a 10-year longitudinal study. PLoS ONE, 10, 2015, e0143786.
    • (2015) PLoS ONE , vol.10 , pp. e0143786
    • Sun, H.-L.1    Pei, D.2    Lue, K.-H.3    Chen, Y.-L.4
  • 37
    • 83755167956 scopus 로고    scopus 로고
    • Identification of autoimmune gene signatures in autism
    • Jung, J.Y., Kohane, I.S., Wall, D.P., Identification of autoimmune gene signatures in autism. Transl. Psychiatry, 1, 2011, e63.
    • (2011) Transl. Psychiatry , vol.1 , pp. e63
    • Jung, J.Y.1    Kohane, I.S.2    Wall, D.P.3
  • 39
    • 0029751983 scopus 로고    scopus 로고
    • Increased MRI activity and immune activation in two multiple sclerosis patients treated with the monoclonal anti-tumor necrosis factor antibody cA2
    • van Oosten, B.W., Barkhof, F., Truyen, L., Boringa, J.B., Bertelsmann, F.W., von Blomberg, B.M., Woody, J.N., Hartung, H.-P., Polman, C.H., Increased MRI activity and immune activation in two multiple sclerosis patients treated with the monoclonal anti-tumor necrosis factor antibody cA2. Neurology 47 (1996), 1531–1534.
    • (1996) Neurology , vol.47 , pp. 1531-1534
    • van Oosten, B.W.1    Barkhof, F.2    Truyen, L.3    Boringa, J.B.4    Bertelsmann, F.W.5    von Blomberg, B.M.6    Woody, J.N.7    Hartung, H.-P.8    Polman, C.H.9
  • 41
    • 84888317489 scopus 로고    scopus 로고
    • Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease
    • Lambert, J.-C., Ibrahim-Verbaas, C.A., Harold, D., Naj, A.C., Sims, R., Bellenguez, C., DeStafano, A.L., Bis, J.C., Beecham, G.W., Grenier-Boley, B., et al. European Alzheimer's Disease Initiative (EADI) Genetic and Environmental Risk in Alzheimer's Disease Alzheimer's Disease Genetic Consortium, Cohorts for Heart and Aging Research in Genomic Epidemiology. Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease. Nat. Genet. 45 (2013), 1452–1458.
    • (2013) Nat. Genet. , vol.45 , pp. 1452-1458
    • Lambert, J.-C.1    Ibrahim-Verbaas, C.A.2    Harold, D.3    Naj, A.C.4    Sims, R.5    Bellenguez, C.6    DeStafano, A.L.7    Bis, J.C.8    Beecham, G.W.9    Grenier-Boley, B.10
  • 43
    • 20444504698 scopus 로고    scopus 로고
    • The genetic epidemiology of neurodegenerative disease
    • Bertram, L., Tanzi, R.E., The genetic epidemiology of neurodegenerative disease. J. Clin. Invest. 115 (2005), 1449–1457.
    • (2005) J. Clin. Invest. , vol.115 , pp. 1449-1457
    • Bertram, L.1    Tanzi, R.E.2
  • 47
    • 0033529386 scopus 로고    scopus 로고
    • Serum uric acid and risk for cardiovascular disease and death: the Framingham Heart Study
    • Culleton, B.F., Larson, M.G., Kannel, W.B., Levy, D., Serum uric acid and risk for cardiovascular disease and death: the Framingham Heart Study. Ann. Intern. Med. 131 (1999), 7–13.
    • (1999) Ann. Intern. Med. , vol.131 , pp. 7-13
    • Culleton, B.F.1    Larson, M.G.2    Kannel, W.B.3    Levy, D.4
  • 50
    • 0025837540 scopus 로고
    • Uric acid stimulates vascular smooth muscle cell proliferation by increasing platelet-derived growth factor A-chain expression
    • Rao, G.N., Corson, M.A., Berk, B.C., Uric acid stimulates vascular smooth muscle cell proliferation by increasing platelet-derived growth factor A-chain expression. J. Biol. Chem. 266 (1991), 8604–8608.
    • (1991) J. Biol. Chem. , vol.266 , pp. 8604-8608
    • Rao, G.N.1    Corson, M.A.2    Berk, B.C.3
  • 51
    • 77952480857 scopus 로고    scopus 로고
    • Oxidative stress with an activation of the renin-angiotensin system in human vascular endothelial cells as a novel mechanism of uric acid-induced endothelial dysfunction
    • Yu, M.-A., Sánchez-Lozada, L.G., Johnson, R.J., Kang, D.-H., Oxidative stress with an activation of the renin-angiotensin system in human vascular endothelial cells as a novel mechanism of uric acid-induced endothelial dysfunction. J. Hypertens. 28 (2010), 1234–1242.
    • (2010) J. Hypertens. , vol.28 , pp. 1234-1242
    • Yu, M.-A.1    Sánchez-Lozada, L.G.2    Johnson, R.J.3    Kang, D.-H.4
  • 52
    • 34547733397 scopus 로고    scopus 로고
    • Adverse effects of the classic antioxidant uric acid in adipocytes: NADPH oxidase-mediated oxidative/nitrosative stress
    • Sautin, Y.Y., Nakagawa, T., Zharikov, S., Johnson, R.J., Adverse effects of the classic antioxidant uric acid in adipocytes: NADPH oxidase-mediated oxidative/nitrosative stress. Am. J. Physiol. Cell Physiol. 293 (2007), C584–C596.
    • (2007) Am. J. Physiol. Cell Physiol. , vol.293 , pp. C584-C596
    • Sautin, Y.Y.1    Nakagawa, T.2    Zharikov, S.3    Johnson, R.J.4
  • 53
    • 84866250426 scopus 로고    scopus 로고
    • Hyperuricemia in young adults and risk of insulin resistance, prediabetes, and diabetes: a 15-year follow-up study
    • Krishnan, E., Pandya, B.J., Chung, L., Hariri, A., Dabbous, O., Hyperuricemia in young adults and risk of insulin resistance, prediabetes, and diabetes: a 15-year follow-up study. Am. J. Epidemiol. 176 (2012), 108–116.
    • (2012) Am. J. Epidemiol. , vol.176 , pp. 108-116
    • Krishnan, E.1    Pandya, B.J.2    Chung, L.3    Hariri, A.4    Dabbous, O.5
  • 54
    • 84866237777 scopus 로고    scopus 로고
    • G109T polymorphism of SLC22A12 gene is associated with serum uric acid level, but not with metabolic syndrome
    • Jang, W.C., Nam, Y.H., Ahn, Y.C., Park, S.M., Yoon, I.K., Choe, J.-Y., Park, S.-H., Her, M., Kim, S.-K., G109T polymorphism of SLC22A12 gene is associated with serum uric acid level, but not with metabolic syndrome. Rheumatol. Int. 32 (2012), 2257–2263.
    • (2012) Rheumatol. Int. , vol.32 , pp. 2257-2263
    • Jang, W.C.1    Nam, Y.H.2    Ahn, Y.C.3    Park, S.M.4    Yoon, I.K.5    Choe, J.-Y.6    Park, S.-H.7    Her, M.8    Kim, S.-K.9
  • 58
    • 85037364395 scopus 로고    scopus 로고
    • An efficient Bayesian meta-analysis approach for studying cross-phenotype genetic associations
    • Majumdar, A., Haldar, T., Bhattacharya, S., Witte, J., An efficient Bayesian meta-analysis approach for studying cross-phenotype genetic associations. bioRxiv, 2017, 10.1101/101543.
    • (2017) bioRxiv
    • Majumdar, A.1    Haldar, T.2    Bhattacharya, S.3    Witte, J.4
  • 59
    • 84968649781 scopus 로고    scopus 로고
    • Detection and interpretation of shared genetic influences on 42 human traits
    • Pickrell, J.K., Berisa, T., Liu, J.Z., Ségurel, L., Tung, J.Y., Hinds, D.A., Detection and interpretation of shared genetic influences on 42 human traits. Nat. Genet. 48 (2016), 709–717.
    • (2016) Nat. Genet. , vol.48 , pp. 709-717
    • Pickrell, J.K.1    Berisa, T.2    Liu, J.Z.3    Ségurel, L.4    Tung, J.Y.5    Hinds, D.A.6
  • 60
    • 84968627067 scopus 로고    scopus 로고
    • A method to decipher pleiotropy by detecting underlying heterogeneity driven by hidden subgroups applied to autoimmune and neuropsychiatric diseases
    • Han, B., Pouget, J.G., Slowikowski, K., Stahl, E., Lee, C.H., Diogo, D., Hu, X., Park, Y.R., Kim, E., Gregersen, P.K., et al., Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium. A method to decipher pleiotropy by detecting underlying heterogeneity driven by hidden subgroups applied to autoimmune and neuropsychiatric diseases. Nat. Genet. 48 (2016), 803–810.
    • (2016) Nat. Genet. , vol.48 , pp. 803-810
    • Han, B.1    Pouget, J.G.2    Slowikowski, K.3    Stahl, E.4    Lee, C.H.5    Diogo, D.6    Hu, X.7    Park, Y.R.8    Kim, E.9    Gregersen, P.K.10
  • 61
    • 84989850756 scopus 로고    scopus 로고
    • Contrasting the genetic architecture of 30 complex traits from summary association data
    • Shi, H., Kichaev, G., Pasaniuc, B., Contrasting the genetic architecture of 30 complex traits from summary association data. Am. J. Hum. Genet. 99 (2016), 139–153.
    • (2016) Am. J. Hum. Genet. , vol.99 , pp. 139-153
    • Shi, H.1    Kichaev, G.2    Pasaniuc, B.3
  • 62
    • 85014404459 scopus 로고    scopus 로고
    • Local genetic correlation gives insights into the shared genetic architecture of complex traits
    • Shi, H., Mancuso, N., Spendlove, S., Pasaniuc, B., Local genetic correlation gives insights into the shared genetic architecture of complex traits. bioRxiv, 2016, 10.1101/092668.
    • (2016) bioRxiv
    • Shi, H.1    Mancuso, N.2    Spendlove, S.3    Pasaniuc, B.4
  • 63
    • 0000101514 scopus 로고
    • Estimation of variance and covariance components in linear models
    • Rao, C.R., Estimation of variance and covariance components in linear models. J. Am. Stat. Assoc. 67 (1972), 112–115.
    • (1972) J. Am. Stat. Assoc. , vol.67 , pp. 112-115
    • Rao, C.R.1


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