TY - JOUR
T1 - Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank
AU - Barbu, Miruna C.
AU - Zeng, Yanni
AU - Shen, Xueyi
AU - Cox, Simon R.
AU - Clarke, Toni Kim
AU - Gibson, Jude
AU - Adams, Mark J.
AU - Johnstone, Mandy
AU - Haley, Chris S.
AU - Lawrie, Stephen M.
AU - Deary, Ian J.
AU - Wray, Naomi R.
AU - Ripke, Stephan
AU - Mattheisen, Manuel
AU - Trzaskowski, Maciej
AU - Byrne, Enda M.
AU - Abdellaoui, Abdel
AU - Adams, Mark J.
AU - Agerbo, Esben
AU - Air, Tracy M.
AU - Andlauer, Till F.M.
AU - Bacanu, Silviu Alin
AU - Bækvad-Hansen, Marie
AU - Beekman, Aartjan T.F.
AU - Bigdeli, Tim B.
AU - Binder, Elisabeth B.
AU - Blackwood, Douglas H.R.
AU - Bryois, Julien
AU - Buttenschøn, Henriette N.
AU - Bybjerg-Grauholm, Jonas
AU - Cai, Na
AU - Castelao, Enrique
AU - Christensen, Jane Hvarregaard
AU - Clarke, Toni Kim
AU - Coleman, Jonathan R.I.
AU - Colodro-Conde, Lucía
AU - Couvy-Duchesne, Baptiste
AU - Craddock, Nick
AU - Crawford, Gregory E.
AU - Davies, Gail
AU - Deary, Ian J.
AU - Degenhardt, Franziska
AU - Derks, Eske M.
AU - Direk, Nese
AU - Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium
AU - 23andMe Research Team
A2 - Hansen, Thomas F.
A2 - Krogh, Jesper
A2 - Thompson, Wesley
A2 - Weinsheimer, Shantel Marie
A2 - Nordentoft, Merete
A2 - Werge, Thomas
N1 - Copyright © 2018 Society of Biological Psychiatry. All rights reserved.
PY - 2019
Y1 - 2019
N2 - 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 (genomic-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 (β = −.035, pcorrected =.029) and significantly higher MD in a global measure of thalamic radiations (β =.029, pcorrected =.021), as well as higher MD in the superior (β =.034, pcorrected =.039) and inferior (β =.029, pcorrected =.043) longitudinal fasciculus and in the anterior (β =.025, pcorrected =.046) and superior (β =.027, pcorrected =.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.
AB - 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 (genomic-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 (β = −.035, pcorrected =.029) and significantly higher MD in a global measure of thalamic radiations (β =.029, pcorrected =.021), as well as higher MD in the superior (β =.034, pcorrected =.039) and inferior (β =.029, pcorrected =.043) longitudinal fasciculus and in the anterior (β =.025, pcorrected =.046) and superior (β =.027, pcorrected =.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.
KW - Biological pathway
KW - Major depressive disorder
KW - NETRIN1
KW - Polygenic risk score
KW - Thalamic radiations
KW - White matter
UR - http://www.scopus.com/inward/record.url?scp=85052912914&partnerID=8YFLogxK
U2 - 10.1016/j.bpsc.2018.07.006
DO - 10.1016/j.bpsc.2018.07.006
M3 - Journal article
C2 - 30197049
AN - SCOPUS:85052912914
SN - 2451-9022
VL - 4
SP - 91
EP - 100
JO - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
JF - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
IS - 1
ER -