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Volumn , Issue AUG, 2012, Pages

Discovery and replication of gene influences on brain structure using LASSO regression

Author keywords

GWAS; Imaging genetics; LASSO; MACROD2; MRI; Neuroimaging

Indexed keywords

ADENOSINE DEAMINASE; ADENOSINE DEAMINASE RNA SPECIFIC B2; CADHERIN; CADHERIN 13; CADHERIN 4; CALSYNTENIN 2; MACRO DOMAIN CONTAINING 2 ISOFORM 2; MEMBRANE ASSOCIATED GUANYLATE CYCLASE KINASE; MEMBRANE ASSOCIATED GUANYLATE KINASE WW AND PDZ DOMAIN CONTAINING 2; N METHYL DEXTRO ASPARTIC ACID RECEPTOR 2B; NEUREXIN; NEUREXIN 3; NEUROPEPTIDE RECEPTOR; SORTILIN; SORTILIN RELATED VPS10 DOMAIN CONTAINING RECEPTOR 2; SYNTENIN; UNCLASSIFIED DRUG;

EID: 84866491087     PISSN: 16624548     EISSN: 1662453X     Source Type: Journal    
DOI: 10.3389/fnins.2012.00115     Document Type: Article
Times cited : (94)

References (88)
  • 2
    • 0014832532 scopus 로고
    • A classification of hand preference by association analysis
    • Annett, M. (1970). A classification of hand preference by association analysis. Br. Psychol 61, 303-321.
    • (1970) Br. Psychol , vol.61 , pp. 303-321
    • Annett, M.1
  • 4
    • 78649523088 scopus 로고    scopus 로고
    • SNP selection in genome-wide and cand idate gene studies via penalized logistic regression
    • Ayers, K. L, and Cordell, H. J. (2010). SNP selection in genome-wide and candidate gene studies via penalized logistic regression. Genet. Epidemiol 34, 879-891.
    • (2010) Genet. Epidemiol , vol.34 , pp. 879-891
    • Ayers, K.L.1    Cordell, H.J.2
  • 5
    • 33748804424 scopus 로고    scopus 로고
    • A tutorial on statistical methods for population association studies
    • Balding, D. J. (2006). A tutorial on statistical methods for population association studies. Nat. Rev. Genet. 7, 781-791.
    • (2006) Nat. Rev. Genet. , vol.7 , pp. 781-791
    • Balding, D.J.1
  • 6
    • 77955474927 scopus 로고    scopus 로고
    • The Alzheimer's disease neu-roimaging initiative: annual change in biomarkers and clinical outcomes
    • and Alzheimer's Disease Neuroimaging Initiative
    • Beckett, L. A., Harvey, D. J., Gamst, A., Donohue, M., Kornak, J., Zhang, H., Kuo, J. H., and Alzheimer's Disease Neuroimaging Initiative. (2010). The Alzheimer's disease neu-roimaging initiative: annual change in biomarkers and clinical outcomes. Akheimers Dement. 6, 257-264.
    • (2010) Akheimers Dement , vol.6 , pp. 257-264
    • Beckett, L.A.1    Harvey, D.J.2    Gamst, A.3    Donohue, M.4    Kornak, J.5    Zhang, H.6    Kuo, J.H.7
  • 11
    • 82455173741 scopus 로고    scopus 로고
    • Comparison of statistical approaches to rare variant analysis of quantitative traits
    • doi: 10.1186/1753-6561-5-S9-S113
    • Chen, H., Hendricks, A. E., Cheng, Y, Cupples, A. L., Dupuis, J., and Liu, C.-T. (2011). Comparison of statistical approaches to rare variant analysis of quantitative traits. BMC Proc. 5(Suppl. 9), S113. doi:10.1186/1753-6561-5-S9-S113
    • (2011) BMC Proc , vol.5 , Issue.SUPPL. 9
    • Chen, H.1    Hendricks, A.E.2    Cheng, Y.3    Cupples, A.L.4    Dupuis, J.5    Liu, C.-T.6
  • 12
    • 77951965415 scopus 로고    scopus 로고
    • Twelve-month metabolic declines in probable Alzheimer's disease and amnestic MCI assessed using an empirically pre-defined statistical region-of-interest: findings from the Alzheimer's disease neuroimaging initiative
    • and Alzheimer's Disease Neuroimaging Initiative
    • Chen, K., Langbaum, J. B., Fleisher, A. S., Ayutyanont, N., Reschke, C, Lee, W, Liu, X., Bandy, D., Alexander, G. E., Thompson, P. M., Foster, N. L., Harvey, D. J., de Leon, M. J., Koeppe, R. A., Jagust, W. J., Weiner, M. W, Reiman, E. M., and Alzheimer's Disease Neuroimaging Initiative. (2010). Twelve-month metabolic declines in probable Alzheimer's disease and amnestic MCI assessed using an empirically pre-defined statistical region-of-interest: findings from the Alzheimer's disease neuroimaging initiative. Neuroimage 51, 654-664.
    • (2010) Neuroimage , vol.51 , pp. 654-664
    • Chen, K.1    Langbaum, J.B.2    Fleisher, A.S.3    Ayutyanont, N.4    Reschke, C.5    Lee, W.6    Liu, X.7    Band y, D.8    Alexander, G.E.9    Thompson, P.M.10    Foster, N.L.11    Harvey, D.J.12    de Leon, M.J.13    Koeppe, R.A.14    Jagust, W.J.15    Weiner, M.W.16    Reiman, E.M.17
  • 15
    • 71249123715 scopus 로고    scopus 로고
    • Elastic-net regu-larization approaches for genome-wide association studies of rheumatoid arthritis
    • doi: 10.1186/1753-6561-3-S7-S25
    • Cho, S., Kim, H., Oh, S., Kim, K., and Park, T. (2009). Elastic-net regu-larization approaches for genome-wide association studies of rheumatoid arthritis. BMC Proc. 3(Suppl.), S7-S25. doi:10.1186/1753-6561-3-S7-S25
    • (2009) BMC Proc , vol.3 , Issue.SUPPL.
    • Cho, S.1    Kim, H.2    Oh, S.3    Kim, K.4    Park, T.5
  • 16
    • 77955639976 scopus 로고    scopus 로고
    • Joint identification of multiple genetic variants via elastic-net variable selection in a genome-wide association analysis
    • Cho, S., Kim, K., Kim, Y. J., Lee, J. K., Cho, Y. S., Lee, J. Y, Han, B. G., Kim, H., Ott, J., and Park, T. (2010). Joint identification of multiple genetic variants via elastic-net variable selection in a genome-wide association analysis. Ann. Hum. Genet. 74, 416-428.
    • (2010) Ann. Hum. Genet. , vol.74 , pp. 416-428
    • Cho, S.1    Kim, K.2    Kim, Y.J.3    Lee, J.K.4    Cho, Y.S.5    Lee, J.Y.6    Han, B.G.7    Kim, H.8    Ott, J.9    Park, T.10
  • 18
    • 0028287162 scopus 로고
    • Automatic 3D intersubject registration of MR volumetric data in stand ardized Talairach space
    • Collins, D. L, Neelin, P., Peters, T. M., and Evans, A. C. (1994). Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space. Comput. Assist. Tomogr. 18, 192-205.
    • (1994) Comput. Assist. Tomogr. , vol.18 , pp. 192-205
    • Collins, D.L.1    Neelin, P.2    Peters, T.M.3    Evans, A.C.4
  • 21
    • 71249128141 scopus 로고    scopus 로고
    • Combining least absolute shrinkage and selection operator (LASSO) and principal-components analysis for detection of gene-gene interactions in genome-wide association studies
    • doi: 10.1186/1753-6561-3-S7-S62
    • D'Angelo, G. M., Rao, D., and Gu, C. C. (2009). Combining least absolute shrinkage and selection operator (LASSO) and principal-components analysis for detection of gene-gene interactions in genome-wide association studies. BMC Proc. 3(Suppl.), S7-S62. doi:10.1186/1753-6561-3-S7-S62
    • (2009) BMC Proc , vol.3 , Issue.SUPPL.
    • D'Angelo, G.M.1    Rao, D.2    Gu, C.C.3
  • 26
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • Friedman, J., Hastie, T., and Tibshirani, R. (2010). Regularization paths for generalized linear models via coordinate descent. Stat. Softw. 33, 1-22.
    • (2010) Stat. Softw. , vol.33 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 29
    • 0038823525 scopus 로고    scopus 로고
    • The endophenotype concept in psychiatry: etymology and strategic intentions
    • Gottesman, I. I., and Gould, T. D. (2003). The endophenotype concept in psychiatry: etymology and strategic intentions. Am. J. Psychiatry 160, 636-645.
    • (2003) Am. J. Psychiatry , vol.160 , pp. 636-645
    • Gottesman, I.I.1    Gould, T.D.2
  • 31
    • 74949122483 scopus 로고    scopus 로고
    • A new role for endophenotypes in the GWAS era: functional characterization of risk variants
    • Hall, M.-H., and Smoller, J. W. (2010). A new role for endophenotypes in the GWAS era: functional characterization of risk variants. Harv. Rev. Psychiatry 18, 67-74.
    • (2010) Harv. Rev. Psychiatry , vol.18 , pp. 67-74
    • Hall, M.-H.1    Smoller, J.W.2
  • 35
    • 84855728733 scopus 로고    scopus 로고
    • Multilocus genetic analysis of brain images
    • doi: 10.3389/fgene.2011.00073
    • Hibar, D. P., Kohannim, O., Stein, J. L., Chiang, M. C, and Thompson, P. M. (2011b). Multilocus genetic analysis of brain images. Front. Genet. 2:73. doi:10.3389/fgene.2011.00073
    • (2011) Front. Genet. , vol.2 , pp. 73
    • Hibar, D.P.1    Kohannim, O.2    Stein, J.L.3    Chiang, M.C.4    Thompson, P.M.5
  • 36
    • 0002161961 scopus 로고
    • Application of ridge analysis to regression problems
    • Hoerl, A. E. (1962). Application of ridge analysis to regression problems. Chem. Eng. Prog. 58, 54-59.
    • (1962) Chem. Eng. Prog. , vol.58 , pp. 54-59
    • Hoerl, A.E.1
  • 38
    • 54249139075 scopus 로고    scopus 로고
    • Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: an MRI study of 676 AD MCI and normal subjects
    • Hua, X., Leow, A. D., Parikshak, N., Lee, S., Chiang, M.-C, Toga, A. W, Jack, C R. Jr., Weiner, M. W., and Thompson, P. M. (2008b). Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: an MRI study of 676 AD MCI and normal subjects. Neuroimage 43, 458-469.
    • (2008) Neuroimage , vol.43 , pp. 458-469
    • Hua, X.1    Leow, A.D.2    Parikshak, N.3    Lee, S.4    Chiang, M.-C.5    Toga, A.W.6    Jack Jr., C.R.7    Weiner, M.W.8    Thompson, P.M.9
  • 39
    • 77956227380 scopus 로고    scopus 로고
    • Pathway-based approaches to imaging genetics association studies: Wnt signaling GSK3beta substrates and major depression
    • Inkster, B., Nichols, T. E., Saemann, P. G., Auer, D. P., Holsboer, F., Muglia, P., and Matthews, P. M. (2010). Pathway-based approaches to imaging genetics association studies: Wnt signaling, GSK3beta substrates and major depression. Neuroimage 53, 908-917.
    • (2010) Neuroimage , vol.53 , pp. 908-917
    • Inkster, B.1    Nichols, T.E.2    Saemann, P.G.3    Auer, D.P.4    Holsboer, F.5    Muglia, P.6    Matthews, P.M.7
  • 43
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • Jenkinson, M., Bannister, P., Brady, M., and Smith, S. (2002). Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage 17, 825-841.
    • (2002) Neuroimage , vol.17 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smith, S.4
  • 44
    • 45149105926 scopus 로고    scopus 로고
    • Efficient control of population structure in model organism association mapping
    • Kang, H. M., Zaitlen, N. A., Wade, C. M., Kirby, A., Heckerman, D., Daly, M. J., and Eskin, E. (2008). Efficient control of population structure in model organism association mapping. Genetics 178, 1709-1723.
    • (2008) Genetics , vol.178 , pp. 1709-1723
    • Kang, H.M.1    Zaitlen, N.A.2    Wade, C.M.3    Kirby, A.4    Heckerman, D.5    Daly, M.J.6    Eskin, E.7
  • 46
    • 77956385510 scopus 로고    scopus 로고
    • Risk prediction using genome-wide association studies
    • Kooperberg, C, LeBlanc, M., and Obenchain, V. (2010). Risk prediction using genome-wide association studies. Genet. Epidemiol. 34, 643-652.
    • (2010) Genet. Epidemiol. , vol.34 , pp. 643-652
    • Kooperberg, C.1    LeBlanc, M.2    Obenchain, V.3
  • 48
    • 34548775692 scopus 로고    scopus 로고
    • Enhanced signal detection in neuroimaging by means of regional control of the global false discovery rate
    • Langers, D. R. M., Jansen, J. F. A., and Backes, W. H. (2007). Enhanced signal detection in neuroimaging by means of regional control of the global false discovery rate. Neuroim-age 38, 43-56.
    • (2007) Neuroim-age , vol.38 , pp. 43-56
    • Langers, D.R.M.1    Jansen, J.F.A.2    Backes, W.H.3
  • 49
    • 34247340876 scopus 로고    scopus 로고
    • Genetic model testing and statistical power in population-based association studies of quantitative traits
    • Lettre, G., Lange, C, and Hirschhorn, J. N. (2007). Genetic model testing and statistical power in population-based association studies of quantitative traits. Genet. Epidemiol 31, 358-362.
    • (2007) Genet. Epidemiol , vol.31 , pp. 358-362
    • Lettre, G.1    Lange, C.2    Hirschhorn, J.N.3
  • 51
    • 79951530319 scopus 로고    scopus 로고
    • The Bayesian lasso for genome-wide association studies
    • Li, J., Das, K., Fu, G., Li, R., and Wu, R. (2011). The Bayesian lasso for genome-wide association studies. Bioinformatics 27, 516-523.
    • (2011) Bioinformatics , vol.27 , pp. 516-523
    • Li, J.1    Das, K.2    Fu, G.3    Li, R.4    Wu, R.5
  • 52
    • 71249118442 scopus 로고    scopus 로고
    • Simultaneous genome-wide association studies of anti-cyclic citrullinated peptide in rheumatoid arthritis using penalized orthogonal-components regression
    • doi: 10.1186/1753-6561-3-S7-S17
    • Lin, Y., Zhang, M., Wang, L., Pung-papong, V., Fleet, J. C, and Zhang, D. (2009). Simultaneous genome-wide association studies of anti-cyclic citrullinated peptide in rheumatoid arthritis using penalized orthogonal-components regression. BMC Proc. 3(Suppl.), S17-S20. doi:10.1186/1753-6561-3-S7-S17
    • (2009) BMC Proc , vol.3 , Issue.SUPPL.
    • Lin, Y.1    Zhang, M.2    Wang, L.3    Pung-papong, V.4    Fleet, J.C.5    Zhang, D.6
  • 54
    • 58149359426 scopus 로고    scopus 로고
    • Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA
    • Liu, J., Pearlson, G., Windemuth, A., Ruano, G., Perrone-Bizzozero, N. I., and Calhoun, V. (2009). Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA. Hum. Brain Mapp. 30, 241-255.
    • (2009) Hum. Brain Mapp. , vol.30 , pp. 241-255
    • Liu, J.1    Pearlson, G.2    Windemuth, A.3    Ruano, G.4    Perrone-Bizzozero, N.I.5    Calhoun, V.6
  • 55
    • 46049110099 scopus 로고    scopus 로고
    • TiGER: a database for tissue-specific gene expression and regulation
    • doi: 10.1186/1471-2105-9-271
    • Liu, X., Yu, X., Zack, D. J., Zhu, H., and Qian, J. (2008). TiGER: a database for tissue-specific gene expression and regulation. BMC Bioinformat-ics 9, 271. doi:10.1186/1471-2105-9-271
    • (2008) BMC Bioinformatics , vol.9 , pp. 271
    • Liu, X.1    Yu, X.2    Zack, D.J.3    Zhu, H.4    Qian, J.5
  • 57
    • 40749150099 scopus 로고    scopus 로고
    • Accommodating linkage disequilibrium in genetic-association analysis via ridge regression
    • Malo, N., Libiger, O., and Schork, N. J. (2008). Accommodating linkage disequilibrium in genetic-association analysis via ridge regression. Am. J. Hum. Genet. 82, 375-385.
    • (2008) Am. J. Hum. Genet. , vol.82 , pp. 375-385
    • Malo, N.1    Libiger, O.2    Schork, N.J.3
  • 60
    • 0021271971 scopus 로고
    • Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease
    • McKhann, G., Drachman, D., Folstein, M., Katzman, R., Price, D., and Stad-lan, E. M. (1984). Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease. Neurology 34, 939-944.
    • (1984) Neurology , vol.34 , pp. 939-944
    • McKhann, G.1    Drachman, D.2    Folstein, M.3    Katzman, R.4    Price, D.5    Stadlan, E.M.6
  • 61
    • 33748924655 scopus 로고    scopus 로고
    • Intermediate pheno-types and genetic mechanisms of psychiatric disorders
    • Meyer-Lindenberg, A., and Weinberger, D. R. (2006). Intermediate pheno-types and genetic mechanisms of psychiatric disorders. Nat. Rev. Neu-rosci. 7, 818-827.
    • (2006) Nat. Rev. Neu-rosci. , vol.7 , pp. 818-827
    • Meyer-Lindenberg, A.1    Weinberger, D.R.2
  • 62
    • 0027425211 scopus 로고
    • The Clinical Dementia Rating (CDR). current version and scoring rules
    • Morris, J. C. (1993). The Clinical Dementia Rating (CDR). current version and scoring rules. Neurology 43, 2412-2414.
    • (1993) Neurology , vol.43 , pp. 2412-2414
    • Morris, J.C.1
  • 63
    • 4143134235 scopus 로고    scopus 로고
    • The future of association studies: gene-based analysis and replication
    • Neale, B. M., and Sham, P. C. (2004). The future of association studies: gene-based analysis and replication. Am. Hum. Genet. 75, 353-362.
    • (2004) Am. Hum. Genet. , vol.75 , pp. 353-362
    • Neale, B.M.1    Sham, P.C.2
  • 66
    • 58849104938 scopus 로고    scopus 로고
    • Genome screen of late-onset Alzheimer's extended pedigrees identifies TRPC4AP by haplotype analysis
    • Podulso, S. E., Huang, R., Huang, J., and Smith, S. (2009). Genome screen of late-onset Alzheimer's extended pedigrees identifies TRPC4AP by haplotype analysis. Am. J. Med. Genet. B Neuropsychiatr. Genet. 150B, 50-55.
    • (2009) Am. J. Med. Genet. B Neuropsychiatr. Genet. , vol.150 B , pp. 50-55
    • Podulso, S.E.1    Huang, R.2    Huang, J.3    Smith, S.4
  • 67
    • 68449089420 scopus 로고    scopus 로고
    • Hip-pocampal atrophy as a quantitative trait in a genome-wide association study identifying novel susceptibility genes for Alzheimer's disease
    • And Alzheimer's Disease Neuroimaging Initiative. doi: 10.1371/journal.pone.0006501
    • Potkin, S. G., Guffanti, G., Lakatos, A., Turner, J. A., Kruggel, E, Fallon, J. H., Saykin, A. J., Orro, A., Lupoli, S., Salvi, E., Weiner, M., Macciardi, F., and Alzheimer's Disease Neuroimaging Initiative. (2009). Hip-pocampal atrophy as a quantitative trait in a genome-wide association study identifying novel susceptibility genes for Alzheimer's disease. PLoS ONE 4, e6501. doi:10.1371/journal.pone.0006501
    • (2009) PLoS ONE , vol.4
    • Potkin, S.G.1    Guffanti, G.2    Lakatos, A.3    Turner, J.A.4    Kruggel, E.5    Fallon, J.H.6    Saykin, A.J.7    Orro, A.8    Lupoli, S.9    Salvi, E.10    Weiner, M.11    Macciardi, F.12
  • 72
    • 78751507648 scopus 로고    scopus 로고
    • Mining gold dust under the genome wide significance level: a two-stage approach to analysis of GWAS
    • Shi, G., Boerwinkle, E., Morrison, A. C, Gu, C. C, Chakravarti, A., and Rao, D. C. (2011). Mining gold dust under the genome wide significance level: a two-stage approach to analysis of GWAS. Genet. Epidemiol. 35, 111-118.
    • (2011) Genet. Epidemiol. , vol.35 , pp. 111-118
    • Shi, G.1    Boerwinkle, E.2    Morrison, A.C.3    Gu, C.C.4    Chakravarti, A.5    Rao, D.C.6
  • 74
    • 0031987382 scopus 로고    scopus 로고
    • A nonparametric method for automatic correction of intensity nonuniformity in MRI data
    • Sled, J. G., Zijdenbos, A. P., and Evans, A. C. (1998). A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans. Med. Imaging 17, 87-97.
    • (1998) IEEE Trans. Med. Imaging , vol.17 , pp. 87-97
    • Sled, J.G.1    Zijdenbos, A.P.2    Evans, A.C.3
  • 75
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • Smith, S. M. (2002). Fast robust automated brain extraction. Hum. Brain Mapp. 17, 143-155.
    • (2002) Hum. Brain Mapp. , vol.17 , pp. 143-155
    • Smith, S.M.1
  • 80
    • 85171944747 scopus 로고    scopus 로고
    • The ENIGMA Consortium. Organization for Human Brain Mapping Conference, Quebec City
    • The ENIGMA Consortium. (2011). "Genome-wide association meta-analysis of hippocampal volume: results from the ENIGMA consortium," in Organization for Human Brain Mapping Conference, Quebec City. Thompson, P. M., Martin, N. G., and Wright, M. J. (2010). Imaging Genomics. Curr. Opin. Neurol. 23, 368-373.
    • (2011) Genome-wide association meta-analysis of hippocampal volume: results from the ENIGMA consortium
  • 82
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Vounou, M., Janousova, E., Wolz, R., Stein, J. L., Thompson, P. M., Rueckert, D., Montana, G., and Alzheimer's Disease Neuroimaging Initiative. (2012). Sparse reduced-rank regression detects genetic associations with voxelwise longitudinal phenotypes in Alzheimer's disease. Neuroimage 60, 700-716.
    • (1996) R. Stat. Soc. Series B Stat. Methodol , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 83
    • 84856108049 scopus 로고    scopus 로고
    • Sparse reduced-rank regression detects genetic associations with voxelwise longitudinal phenotypes in Alzheimer's disease
    • and Alzheimer's Disease Neuroimaging Initiative
    • Vounou, M., Nichols, T. E., Montana, G., and Alzheimer's Disease Neuroimaging Initiative. (2010). Discovering genetic associations with high-dimensional neuroimaging phenotypes: a sparse reduced-rank regression approach. Neuroimage 53, 1147-1159.
    • (2012) Neuroimage , vol.60 , pp. 700-716
    • Vounou, M.1    Janousova, E.2    Wolz, R.3    Stein, J.L.4    Thompson, P.M.5    Rueckert, D.6    Montana, G.7
  • 84
    • 77956215911 scopus 로고    scopus 로고
    • Discovering genetic associations with high-dimensional neuroimaging phenotypes: a sparse reduced-rank regression approach
    • and Alzheimer's Disease Neuroimaging Initiative
    • Wang, H., Nie, E, Huang, H., Kim, S., Nho, K., Risacher, S. L., Saykin, A. J., Shen, L., and Alzheimer's Disease Neuroimaging Initiative. (2012). Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort. Bioinformatics 28, 229-237.
    • (2010) Neuroimage , vol.53 , pp. 1147-1159
    • Vounou, M.1    Nichols, T.E.2    Montana, G.3
  • 85
    • 84862970066 scopus 로고    scopus 로고
    • Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI
    • and Alzheimer's Disease Neuroimaging Initiative
    • Wright, M. J., and Martin, N. G. (2004). Brisbane Adolescent Twin Study: outline of study methods and research projects. Aust. J. Psychol. 56, 65-78.
    • (2012) Bioinformatics , vol.28 , pp. 229-237
    • Wang, H.1    Nie, E.2    Huang, H.3    Kim, S.4    Nho, K.5    Risacher, S.L.6    Saykin, A.J.7    Shen, L.8
  • 86
    • 4544359744 scopus 로고    scopus 로고
    • Brisbane Adolescent Twin Study: outline of study methods and research projects
    • Xu, B., Woodroffe, A., Rodriguez-Murillo, L., Roos, J. L., van Rensburg, E. J., Abecasis, G. R., Gogos, J. A., and Karayiorgou, M. (2009). Elucidating the genetic architecture of familial schizophrenia using rare copy number variant and linkage scans. Proc. Nail. Acad. Sri. U.S.A. 106, 16746-16751.
    • (2004) Aust. J. Psychol , vol.56 , pp. 65-78
    • Wright, M.J.1    Martin, N.G.2


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