Association of Whole-Genome and NETRIN1 Signaling Pathway-Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank

被引:18
作者
Barbu, Miruna C. [1 ]
Zeng, Yanni [2 ]
Shen, Xueyi [1 ]
Cox, Simon R. [4 ]
Clarke, Toni-Kim [1 ]
Gibson, Jude [1 ]
Adams, Mark J. [1 ]
Johnstone, Mandy [1 ,3 ]
Haley, Chris S. [2 ]
Lawrie, Stephen M. [1 ]
Deary, Ian J. [4 ]
McIntosh, Andrew M.
Whalley, Heather C.
Agee, Michelle
Alipanahi, Babak
Auton, Adam
Bell, RobertK
Bryc, Katarzyna
Elson, Sarah L.
Fontanillas, Pierre
Furlotte, Nicholas A.
Hinds, David A.
Huber, Karen E.
Kleinman, Aaron
Litterman, Nadia K.
McCreight, Jennifer C.
McIntyre, Matthew H.
Mountain, Joanna L.
Noblin, Elizabeth S.
Northover, Carrie A. M.
Pitts, Steven J.
Sathirapongsasuti, J. Fah
Sazonova, Olga, V
Shelton, Janie F.
Shringarpure, Suyash
Tian, Chao
Tung, Joyce Y.
Vacic, Vladimir
Wilson, Catherine H.
Wray, Naomi R.
Ripke, Stephan
Mattheisen, Manuel
Trzaskowski, Maciej
Byrne, Enda M.
Abdellaoui, Abdel
Agerbo, Esben
Air, Tracy M.
Andlauer, Till F. M.
Bacanu, Silviu-Alin
Bkvad-Hansen, Marie
机构
[1] Univ Edinburgh, Ctr Clin Brain Sci, Div Psychiat, Dept Psychol, Edinburgh, Midlothian, Scotland
[2] Univ Edinburgh, MRC, Dept Psychol, Edinburgh, Midlothian, Scotland
[3] Univ Edinburgh, Inst Genet & Mol Med, Dept Psychol, Human Genet Unit, Edinburgh, Midlothian, Scotland
[4] Univ Edinburgh, Ctr Cognit Ageing & Cognit Epidemiol, Dept Psychol, Edinburgh, Midlothian, Scotland
基金
英国医学研究理事会; 英国惠康基金; 英国生物技术与生命科学研究理事会;
关键词
Biological pathway; Major depressive disorder; NETRIN1; Polygenic risk score; Thalamic radiations; White matter; WIDE ASSOCIATION; INDIVIDUALS; GROWTH; LOCI; BIAS;
D O I
10.1016/j.bpsc.2018.07.006
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
BACKGROUND: Major depressive disorder is a clinically heterogeneous psychiatric disorder with a polygenic architecture. Genome-wide association studies have identified a number of risk-associated variants across the genome and have reported growing evidence of NETRIN1 pathway involvement. Stratifying disease risk by genetic variation within the NETRIN1 pathway may provide important routes for identification of disease mechanisms by focusing on a specific process, excluding heterogeneous risk-associated variation in other pathways. Here, we sought to investigate whether major depressive disorder polygenic risk scores derived from the NETRIN1 signaling pathway (NETRIN1-PRSs) and the whole genome, excluding NETRIN1 pathway genes (genonnic-PRSs), were associated with white matter microstructure. METHODS: We used two diffusion tensor imaging measures, fractional anisotropy (FA) and mean diffusivity (MD), in the most up-to-date UK Biobank neuroimaging data release (FA: n = 6401; MD: n = 6390). RESULTS: We found significantly lower FA in the superior longitudinal fasciculus (beta = -.035, p(corrected) = .029) and significantly higher MD in a global measure of thalamic radiations (beta = .029, p(corrected) = .021), as well as higher MD in the superior (beta = .034, p(corrected) = .039) and inferior (beta = .029, p(corrected) = .043) longitudinal fasciculus and in the anterior (beta = .025, p(corrected )= .046) and superior (beta = .027, p(corrected) = .043) thalamic radiation associated with NETRIN1-PRS. Genomic-PRS was also associated with lower FA and higher MD in several tracts. CONCLUSIONS: Our findings indicate that variation in the NETRIN1 signaling pathway may confer risk for major depressive disorder through effects on a number of white matter tracts.
引用
收藏
页码:91 / 100
页数:10
相关论文
共 40 条
[1]   Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank [J].
Alfaro-Almagro, Fidel ;
Jenkinson, Mark ;
Bangerter, Neal K. ;
Andersson, Jesper L. R. ;
Griffanti, Ludovica ;
Douaud, Gwenaelle ;
Sotiropoulos, Stamatios N. ;
Jbabdi, Saad ;
Hernandez-Fernandez, Moises ;
Vallee, Emmanuel ;
Vidaurre, Diego ;
Webster, Matthew ;
McCarthy, Paul ;
Rorden, Christopher ;
Daducci, Alessandro ;
Alexander, Daniel C. ;
Zhang, Hui ;
Dragonu, Iulius ;
Matthews, Paul M. ;
Miller, Karla L. ;
Smith, Stephen M. .
NEUROIMAGE, 2018, 166 :400-424
[2]   Major depressive disorder [J].
Otte, Christian ;
Gold, Stefan M. ;
Penninx, Brenda W. ;
Pariante, Carmine M. ;
Etkin, Amit ;
Fava, Maurizio ;
Mohr, David C. ;
Schatzberg, Alan F. .
NATURE REVIEWS DISEASE PRIMERS, 2016, 2
[3]   Serotonin modulates the response of embryonic thalamocortical axons to netrin-1 [J].
Bonnin, Alexandre ;
Torii, Masaaki ;
Wang, Lilly ;
Rakic, Pasko ;
Levitt, Pat .
NATURE NEUROSCIENCE, 2007, 10 (05) :588-597
[4]   Netrin-1 promotes thalamic axon growth and is required for proper development of the thalamocortical projection [J].
Braisted, JE ;
Catalano, SM ;
Stimac, R ;
Kennedy, TE ;
Tessier-Lavigne, M ;
Shatz, CJ ;
O'Leary, DDM .
JOURNAL OF NEUROSCIENCE, 2000, 20 (15) :5792-5801
[5]   Cross-national epidemiology of DSM-IV major depressive episode [J].
Bromet, Evelyn ;
Andrade, Laura Helena ;
Hwang, Irving ;
Sampson, Nancy A. ;
Alonso, Jordi ;
de Girolamo, Giovanni ;
de Graaf, Ron ;
Demyttenaere, Koen ;
Hu, Chiyi ;
Iwata, Noboru ;
Karam, Aimee N. ;
Kaur, Jagdish ;
Kostyuchenko, Stanislav ;
Lepine, Jean-Pierre ;
Levinson, Daphna ;
Matschinger, Herbert ;
Medina Mora, Maria Elena ;
Browne, Mark Oakley ;
Posada-Villa, Jose ;
Viana, Maria Carmen ;
Williams, David R. ;
Kessler, Ronald C. .
BMC MEDICINE, 2011, 9
[6]   The UK Biobank resource with deep phenotyping and genomic data [J].
Bycroft, Clare ;
Freeman, Colin ;
Petkova, Desislava ;
Band, Gavin ;
Elliott, Lloyd T. ;
Sharp, Kevin ;
Motyer, Allan ;
Vukcevic, Damjan ;
Delaneau, Olivier ;
O'Connell, Jared ;
Cortes, Adrian ;
Welsh, Samantha ;
Young, Alan ;
Effingham, Mark ;
McVean, Gil ;
Leslie, Stephen ;
Allen, Naomi ;
Donnelly, Peter ;
Marchini, Jonathan .
NATURE, 2018, 562 (7726) :203-+
[7]   Uncovering Networks from Genome-Wide Association Studies via Circular Genomic Permutation [J].
Cabrera, Claudia P. ;
Navarro, Pau ;
Huffman, Jennifer E. ;
Wright, Alan F. ;
Hayward, Caroline ;
Campbell, Harry ;
Wilson, James F. ;
Rudan, Igor ;
Hastie, Nicholas D. ;
Vitart, Veronique ;
Haley, Chris S. .
G3-GENES GENOMES GENETICS, 2012, 2 (09) :1067-1075
[8]   Sparse whole-genome sequencing identifies two loci for major depressive disorder [J].
Cai, Na ;
Bigdeli, Tim B. ;
Kretzschmar, Warren ;
Li, Yihan ;
Liang, Jieqin ;
Song, Li ;
Hu, Jingchu ;
Li, Qibin ;
Jin, Wei ;
Hu, Zhenfei ;
Wang, Guangbiao ;
Wang, Linmao ;
Qian, Puyi ;
Liu, Yuan ;
Jiang, Tao ;
Lu, Yao ;
Zhang, Xiuqing ;
Yin, Ye ;
Li, Yingrui ;
Xu, Xun ;
Gao, Jingfang ;
Reimers, Mark ;
Webb, Todd ;
Riley, Brien ;
Bacanu, Silviu ;
Peterson, Roseann E. ;
Chen, Yiping ;
Zhong, Hui ;
Liu, Zhengrong ;
Wang, Gang ;
Sun, Jing ;
Sang, Hong ;
Jiang, Guoqing ;
Zhou, Xiaoyan ;
Li, Yi ;
Li, Yi ;
Zhang, Wei ;
Wang, Xueyi ;
Fang, Xiang ;
Pan, Runde ;
Miao, Guodong ;
Zhang, Qiwen ;
Hu, Jian ;
Yu, Fengyu ;
Du, Bo ;
Sang, Wenhua ;
Li, Keqing ;
Chen, Guibing ;
Cai, Min ;
Yang, Lijun .
NATURE, 2015, 523 (7562) :588-+
[9]   DCC functions as an accelerator of thalamocortical axonal growth downstream of spontaneous thalamic activity [J].
Castillo-Paterna, Mar ;
Moreno-Juan, Veronica ;
Filipchuk, Anton ;
Rodriguez-Malmierca, Luis ;
Susin, Rafael ;
Lopez-Bendito, Guillermina .
EMBO REPORTS, 2015, 16 (07) :851-862
[10]  
Clasca F., 2016, Axons and Brain Architecture, P69, DOI [10.1016/B978-0-12-801393-9.00004-9, DOI 10.1016/B978-0-12-801393-9.00004-9]