Genome-wide scan of healthy human connectome discovers SPON1 gene variant influencing dementia severity

被引:114
作者
Jahanshad, Neda [1 ]
Rajagopalan, Priya [1 ]
Hua, Xue [1 ]
Hibar, Derrek P. [1 ]
Nir, Talia M. [1 ]
Toga, Arthur W. [1 ]
Jack, Clifford R., Jr. [2 ]
Saykin, Andrew J. [3 ]
Green, Robert C. [4 ,5 ]
Weiner, Michael W. [6 ,7 ]
Medland, Sarah E. [8 ]
Montgomery, Grant W. [8 ]
Hansell, Narelle K. [8 ]
McMahon, Katie L. [9 ]
de Zubicaray, Greig I. [10 ]
Martin, Nicholas G. [8 ]
Wright, Margaret J. [8 ]
Thompson, Paul M. [1 ]
机构
[1] Univ Calif Los Angeles, Sch Med, Lab Neuro Imaging, Imaging Genet Ctr, Los Angeles, CA 90095 USA
[2] Mayo Clin, Dept Radiol, Rochester, MN 55905 USA
[3] Indiana Univ Sch Med, Dept Radiol & Imaging Sci, Ctr Neuroimaging, Indianapolis, IN 46202 USA
[4] Brigham & Womens Hosp, Dept Med, Div Genet, Boston, MA 02115 USA
[5] Harvard Univ, Sch Med, Boston, MA 02115 USA
[6] Univ Calif San Francisco, Dept Radiol Med & Psychiat, San Francisco, CA 94121 USA
[7] Dept Vet Affairs Med Ctr, Magnet Resonance Spect Unit, San Francisco, CA 94121 USA
[8] Queensland Inst Med Res, Dept Genet, Brisbane, Qld 4029, Australia
[9] Univ Queensland, Ctr Adv Imaging, Brisbane, Qld 4072, Australia
[10] Univ Queensland, Sch Psychol, Brisbane, Qld 4072, Australia
基金
美国国家卫生研究院; 澳大利亚研究理事会; 美国国家科学基金会; 英国医学研究理事会; 澳大利亚国家健康与医学研究理事会;
关键词
diffusion tensor imaging; neuroimaging genetics; graph theory; HARDI tractography; multiple comparisons correction; AMYLOID PRECURSOR PROTEIN; ALZHEIMERS-DISEASE; F-SPONDIN; COMMON VARIANTS; BETA; ORGANIZATION; NETWORKS; MATTER; RISK; HIPPOCAMPAL;
D O I
10.1073/pnas.1216206110
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Aberrant connectivity is implicated in many neurological and psychiatric disorders, including Alzheimer's disease and schizophrenia. However, other than a few disease-associated candidate genes, we know little about the degree to which genetics play a role in the brain networks; we know even less about specific genes that influence brain connections. Twin and family-based studies can generate estimates of overall genetic influences on a trait, but genome-wide association scans (GWASs) can screen the genome for specific variants influencing the brain or risk for disease. To identify the heritability of various brain connections, we scanned healthy young adult twins with high-field, high-angular resolution diffusion MRI. We adapted GWASs to screen the brain's connectivity pattern, allowing us to discover genetic variants that affect the human brain's wiring. The association of connectivity with the SPON1 variant at rs2618516 on chromosome 11 (11p15.2) reached connectome-wide, genome-wide significance after stringent statistical corrections were enforced, and it was replicated in an independent subsample. rs2618516 was shown to affect brain structure in an elderly population with varying degrees of dementia. Older people who carried the connectivity variant had significantly milder clinical dementia scores and lower risk of Alzheimer's disease. As a posthoc analysis, we conducted GWASs on several organizational and topological network measures derived from the matrices to discover variants in and around genes associated with autism (MACROD2), development (NEDD4), and mental retardation (UBE2A) significantly associated with connectivity. Connectome-wide, genome-wide screening offers substantial promise to discover genes affecting brain connectivity and risk for brain diseases.
引用
收藏
页码:4768 / 4773
页数:6
相关论文
共 59 条
  • [1] A genome-wide scan for common alleles affecting risk for autism
    Anney, Richard
    Klei, Lambertus
    Pinto, Dalila
    Regan, Regina
    Conroy, Judith
    Magalhaes, Tiago R.
    Correia, Catarina
    Abrahams, Brett S.
    Sykes, Nuala
    Pagnamenta, Alistair T.
    Almeida, Joana
    Bacchelli, Elena
    Bailey, Anthony J.
    Baird, Gillian
    Battaglia, Agatino
    Berney, Tom
    Bolshakova, Nadia
    Boelte, Sven
    Bolton, Patrick F.
    Bourgeron, Thomas
    Brennan, Sean
    Brian, Jessica
    Carson, Andrew R.
    Casallo, Guillermo
    Casey, Jillian
    Chu, Su H.
    Cochrane, Lynne
    Corsello, Christina
    Crawford, Emily L.
    Crossett, Andrew
    Dawson, Geraldine
    de Jonge, Maretha
    Delorme, Richard
    Drmic, Irene
    Duketis, Eftichia
    Duque, Frederico
    Estes, Annette
    Farrar, Penny
    Fernandez, Bridget A.
    Folstein, Susan E.
    Fombonne, Eric
    Freitag, Christine M.
    Gilbert, John
    Gillberg, Christopher
    Glessner, Joseph T.
    Goldberg, Jeremy
    Green, Jonathan
    Guter, Stephen J.
    Hakonarson, Hakon
    Heron, Elizabeth A.
    [J]. HUMAN MOLECULAR GENETICS, 2010, 19 (20) : 4072 - 4082
  • [2] The Amyloid Precursor Protein Has a Flexible Transmembrane Domain and Binds Cholesterol
    Barrett, Paul J.
    Song, Yuanli
    Van Horn, Wade D.
    Hustedt, Eric J.
    Schafer, Johanna M.
    Hadziselimovic, Arina
    Beel, Andrew J.
    Sanders, Charles R.
    [J]. SCIENCE, 2012, 336 (6085) : 1168 - 1171
  • [3] Age-related myelin breakdown: a developmental model of cognitive decline and Alzheimer's disease
    Bartzokis, G
    [J]. NEUROBIOLOGY OF AGING, 2004, 25 (01) : 5 - 18
  • [4] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [5] Common variants at 12q14 and 12q24 are associated with hippocampal volume
    Bis, Joshua C.
    DeCarli, Charles
    Smith, Albert Vernon
    van der Lijn, Fedde
    Crivello, Fabrice
    Fornage, Myriam
    Debette, Stephanie
    Shulman, Joshua M.
    Schmidt, Helena
    Srikanth, Velandai
    Schuur, Maaike
    Yu, Lei
    Choi, Seung-Hoan
    Sigurdsson, Sigurdur
    Verhaaren, Benjamin F. J.
    DeStefano, Anita L.
    Lambert, Jean-Charles
    Jack, Clifford R., Jr.
    Struchalin, Maksim
    Stankovich, Jim
    Ibrahim-Verbaas, Carla A.
    Fleischman, Debra
    Zijdenbos, Alex
    den Heijer, Tom
    Mazoyer, Bernard
    Coker, Laura H.
    Enzinger, Christian
    Danoy, Patrick
    Amin, Najaf
    Arfanakis, Konstantinos
    van Buchem, Mark A.
    de Bruijn, Renee F. A. G.
    Beiser, Alexa
    Dufouil, Carole
    Huang, Juebin
    Cavalieri, Margherita
    Thomson, Russell
    Niessen, Wiro J.
    Chibnik, Lori B.
    Gislason, Gauti K.
    Hofman, Albert
    Pikula, Aleksandra
    Amouyel, Philippe
    Freeman, Kevin B.
    Phan, Thanh G.
    Oostra, Ben A.
    Stein, Jason L.
    Medland, Sarah E.
    Vasquez, Alejandro Arias
    Hibar, Derrek P.
    [J]. NATURE GENETICS, 2012, 44 (05) : 545 - +
  • [6] NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES
    BRAAK, H
    BRAAK, E
    [J]. ACTA NEUROPATHOLOGICA, 1991, 82 (04) : 239 - 259
  • [7] Common Alzheimer's Disease Risk Variant within the CLU Gene Affects White Matter Microstructure in Young Adults
    Braskie, Meredith N.
    Jahanshad, Neda
    Stein, Jason L.
    Barysheva, Marina
    McMahon, Katie L.
    de Zubicaray, Greig I.
    Martin, Nicholas G.
    Wright, Margaret J.
    Ringman, John M.
    Toga, Arthur W.
    Thompson, Paul M.
    [J]. JOURNAL OF NEUROSCIENCE, 2011, 31 (18) : 6764 - 6770
  • [8] Cortical Hubs Revealed by Intrinsic Functional Connectivity: Mapping, Assessment of Stability, and Relation to Alzheimer's Disease
    Buckner, Randy L.
    Sepulcre, Jorge
    Talukdar, Tanveer
    Krienen, Fenna M.
    Liu, Hesheng
    Hedden, Trey
    Andrews-Hanna, Jessica R.
    Sperling, Reisa A.
    Johnson, Keith A.
    [J]. JOURNAL OF NEUROSCIENCE, 2009, 29 (06) : 1860 - 1873
  • [9] Molecular, structural, and functional characterization of Alzheimer's disease: Evidence for a relationship between default activity, amyloid, and memory
    Buckner, RL
    Snyder, AZ
    Shannon, BJ
    LaRossa, G
    Sachs, R
    Fotenos, AF
    Sheline, YI
    Klunk, WE
    Mathis, CA
    Morris, JC
    Mintun, MA
    [J]. JOURNAL OF NEUROSCIENCE, 2005, 25 (34) : 7709 - 7717
  • [10] Novel missense mutations in the ubiquitination-related gene UBE2A cause a recognizable X-linked mental retardation syndrome
    Budny, B.
    Badura-Stronka, M.
    Materna-Kiryluk, A.
    Tzschach, A.
    Raynaud, M.
    Latos-Bielenska, A.
    Ropers, H. H.
    [J]. CLINICAL GENETICS, 2010, 77 (06) : 541 - 551