A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank

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A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank. / Shen, Xueyi; Howard, David M.; Adams, Mark J.; Hill, W. David; Clarke, Toni Kim; Adams, Mark J.; Clarke, Toni Kim; McIntosh, Andrew M.; Deary, Ian J.; 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; Bækvad-Hansen, Marie; Beekman, Aartjan T.F.; Bigdeli, Tim B.; Binder, Elisabeth B.; Bryois, Julien; Buttenschøn, Henriette N.; Bybjerg-Grauholm, Jonas; Cai, Na; Castelao, Enrique; Christensen, Jane Hvarregaard; Coleman, Jonathan R.I.; Colodro-Conde, Lucía; Couvy-Duchesne, Baptiste; Craddock, Nick; Crawford, Gregory E.; Davies, Gail; Degenhardt, Franziska; Derks, Eske M.; Direk, Nese; Dolan, Conor V.; Dunn, Erin C.; Eley, Thalia C.; Escott-Price, Valentina; Kiadeh, Farnush Farhadi Hassan; Finucane, Hilary K.; Foo, Jerome C.; Hansen, Christine Søholm; Hansen, Thomas F.; Pedersen, Carsten Bøcker; Nordentoft, Merete; Werge, Thomas; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium.

In: Nature Communications, Vol. 11, No. 1, 2301, 2020.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Shen, X, Howard, DM, Adams, MJ, Hill, WD, Clarke, TK, Adams, MJ, Clarke, TK, McIntosh, AM, Deary, IJ, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, SA, Bækvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Bryois, J, Buttenschøn, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Coleman, JRI, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Degenhardt, F, Derks, EM, Direk, N, Dolan, CV, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Hansen, CS, Hansen, TF, Pedersen, CB, Nordentoft, M, Werge, T & Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium 2020, 'A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank', Nature Communications, vol. 11, no. 1, 2301. https://doi.org/10.1038/s41467-020-16022-0

APA

Shen, X., Howard, D. M., Adams, M. J., Hill, W. D., Clarke, T. K., Adams, M. J., Clarke, T. K., McIntosh, A. M., Deary, I. J., Wray, N. R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E. M., Abdellaoui, A., Agerbo, E., Air, T. M., Andlauer, T. F. M., Bacanu, S. A., ... Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (2020). A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank. Nature Communications, 11(1), [2301]. https://doi.org/10.1038/s41467-020-16022-0

Vancouver

Shen X, Howard DM, Adams MJ, Hill WD, Clarke TK, Adams MJ et al. A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank. Nature Communications. 2020;11(1). 2301. https://doi.org/10.1038/s41467-020-16022-0

Author

Shen, Xueyi ; Howard, David M. ; Adams, Mark J. ; Hill, W. David ; Clarke, Toni Kim ; Adams, Mark J. ; Clarke, Toni Kim ; McIntosh, Andrew M. ; Deary, Ian J. ; 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 ; Bækvad-Hansen, Marie ; Beekman, Aartjan T.F. ; Bigdeli, Tim B. ; Binder, Elisabeth B. ; Bryois, Julien ; Buttenschøn, Henriette N. ; Bybjerg-Grauholm, Jonas ; Cai, Na ; Castelao, Enrique ; Christensen, Jane Hvarregaard ; Coleman, Jonathan R.I. ; Colodro-Conde, Lucía ; Couvy-Duchesne, Baptiste ; Craddock, Nick ; Crawford, Gregory E. ; Davies, Gail ; Degenhardt, Franziska ; Derks, Eske M. ; Direk, Nese ; Dolan, Conor V. ; Dunn, Erin C. ; Eley, Thalia C. ; Escott-Price, Valentina ; Kiadeh, Farnush Farhadi Hassan ; Finucane, Hilary K. ; Foo, Jerome C. ; Hansen, Christine Søholm ; Hansen, Thomas F. ; Pedersen, Carsten Bøcker ; Nordentoft, Merete ; Werge, Thomas ; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium. / A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank. In: Nature Communications. 2020 ; Vol. 11, No. 1.

Bibtex

@article{d74bc82d9d8045808cb7aebca532694b,
title = "A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank",
abstract = "Depression is a leading cause of worldwide disability but there remains considerable uncertainty regarding its neural and behavioural associations. Here, using non-overlapping Psychiatric Genomics Consortium (PGC) datasets as a reference, we estimate polygenic risk scores for depression (depression-PRS) in a discovery (N = 10,674) and replication (N = 11,214) imaging sample from UK Biobank. We report 77 traits that are significantly associated with depression-PRS, in both discovery and replication analyses. Mendelian Randomisation analysis supports a potential causal effect of liability to depression on brain white matter microstructure (β: 0.125 to 0.868, pFDR < 0.043). Several behavioural traits are also associated with depression-PRS (β: 0.014 to 0.180, pFDR: 0.049 to 1.28 × 10−14) and we find a significant and positive interaction between depression-PRS and adverse environmental exposures on mental health outcomes. This study reveals replicable associations between depression-PRS and white matter microstructure. Our results indicate that white matter microstructure differences may be a causal consequence of liability to depression.",
author = "Xueyi Shen and Howard, {David M.} and Adams, {Mark J.} and Hill, {W. David} and Clarke, {Toni Kim} and Adams, {Mark J.} and Clarke, {Toni Kim} and McIntosh, {Andrew M.} and Deary, {Ian J.} and Wray, {Naomi R.} and Stephan Ripke and Manuel Mattheisen and Maciej Trzaskowski and Byrne, {Enda M.} and Abdel Abdellaoui and Esben Agerbo and Air, {Tracy M.} and Andlauer, {Till F.M.} and Bacanu, {Silviu Alin} and Marie B{\ae}kvad-Hansen and Beekman, {Aartjan T.F.} and Bigdeli, {Tim B.} and Binder, {Elisabeth B.} and Julien Bryois and Buttensch{\o}n, {Henriette N.} and Jonas Bybjerg-Grauholm and Na Cai and Enrique Castelao and Christensen, {Jane Hvarregaard} and Coleman, {Jonathan R.I.} and Luc{\'i}a Colodro-Conde and Baptiste Couvy-Duchesne and Nick Craddock and Crawford, {Gregory E.} and Gail Davies and Franziska Degenhardt and Derks, {Eske M.} and Nese Direk and Dolan, {Conor V.} and Dunn, {Erin C.} and Eley, {Thalia C.} and Valentina Escott-Price and Kiadeh, {Farnush Farhadi Hassan} and Finucane, {Hilary K.} and Foo, {Jerome C.} and Hansen, {Christine S{\o}holm} and Hansen, {Thomas F.} and Pedersen, {Carsten B{\o}cker} and Merete Nordentoft and Thomas Werge and {Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium}",
year = "2020",
doi = "10.1038/s41467-020-16022-0",
language = "English",
volume = "11",
journal = "Nature Communications",
issn = "2041-1723",
publisher = "nature publishing group",
number = "1",

}

RIS

TY - JOUR

T1 - A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank

AU - Shen, Xueyi

AU - Howard, David M.

AU - Adams, Mark J.

AU - Hill, W. David

AU - Clarke, Toni Kim

AU - Adams, Mark J.

AU - Clarke, Toni Kim

AU - McIntosh, Andrew 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 - 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 - Bryois, Julien

AU - Buttenschøn, Henriette N.

AU - Bybjerg-Grauholm, Jonas

AU - Cai, Na

AU - Castelao, Enrique

AU - Christensen, Jane Hvarregaard

AU - Coleman, Jonathan R.I.

AU - Colodro-Conde, Lucía

AU - Couvy-Duchesne, Baptiste

AU - Craddock, Nick

AU - Crawford, Gregory E.

AU - Davies, Gail

AU - Degenhardt, Franziska

AU - Derks, Eske M.

AU - Direk, Nese

AU - Dolan, Conor V.

AU - Dunn, Erin C.

AU - Eley, Thalia C.

AU - Escott-Price, Valentina

AU - Kiadeh, Farnush Farhadi Hassan

AU - Finucane, Hilary K.

AU - Foo, Jerome C.

AU - Hansen, Christine Søholm

AU - Hansen, Thomas F.

AU - Pedersen, Carsten Bøcker

AU - Nordentoft, Merete

AU - Werge, Thomas

AU - Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium

PY - 2020

Y1 - 2020

N2 - Depression is a leading cause of worldwide disability but there remains considerable uncertainty regarding its neural and behavioural associations. Here, using non-overlapping Psychiatric Genomics Consortium (PGC) datasets as a reference, we estimate polygenic risk scores for depression (depression-PRS) in a discovery (N = 10,674) and replication (N = 11,214) imaging sample from UK Biobank. We report 77 traits that are significantly associated with depression-PRS, in both discovery and replication analyses. Mendelian Randomisation analysis supports a potential causal effect of liability to depression on brain white matter microstructure (β: 0.125 to 0.868, pFDR < 0.043). Several behavioural traits are also associated with depression-PRS (β: 0.014 to 0.180, pFDR: 0.049 to 1.28 × 10−14) and we find a significant and positive interaction between depression-PRS and adverse environmental exposures on mental health outcomes. This study reveals replicable associations between depression-PRS and white matter microstructure. Our results indicate that white matter microstructure differences may be a causal consequence of liability to depression.

AB - Depression is a leading cause of worldwide disability but there remains considerable uncertainty regarding its neural and behavioural associations. Here, using non-overlapping Psychiatric Genomics Consortium (PGC) datasets as a reference, we estimate polygenic risk scores for depression (depression-PRS) in a discovery (N = 10,674) and replication (N = 11,214) imaging sample from UK Biobank. We report 77 traits that are significantly associated with depression-PRS, in both discovery and replication analyses. Mendelian Randomisation analysis supports a potential causal effect of liability to depression on brain white matter microstructure (β: 0.125 to 0.868, pFDR < 0.043). Several behavioural traits are also associated with depression-PRS (β: 0.014 to 0.180, pFDR: 0.049 to 1.28 × 10−14) and we find a significant and positive interaction between depression-PRS and adverse environmental exposures on mental health outcomes. This study reveals replicable associations between depression-PRS and white matter microstructure. Our results indicate that white matter microstructure differences may be a causal consequence of liability to depression.

U2 - 10.1038/s41467-020-16022-0

DO - 10.1038/s41467-020-16022-0

M3 - Journal article

C2 - 32385265

AN - SCOPUS:85084721245

VL - 11

JO - Nature Communications

JF - Nature Communications

SN - 2041-1723

IS - 1

M1 - 2301

ER -

ID: 250256378