Abstract
Genome-wide association studies have discovered hundreds of loci associated with complex brain disorders, but it remains unclear in which cell types these loci are active. Here we integrate genome-wide association study results with single-cell transcriptomic data from the entire mouse nervous system to systematically identify cell types underlying brain complex traits. We show that psychiatric disorders are predominantly associated with projecting excitatory and inhibitory neurons. Neurological diseases were associated with different cell types, which is consistent with other lines of evidence. Notably, Parkinson's disease was genetically associated not only with cholinergic and monoaminergic neurons (which include dopaminergic neurons) but also with enteric neurons and oligodendrocytes. Using post-mortem brain transcriptomic data, we confirmed alterations in these cells, even at the earliest stages of disease progression. Our study provides an important framework for understanding the cellular basis of complex brain maladies, and reveals an unexpected role of oligodendrocytes in Parkinson's disease.
Original language | English |
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Pages (from-to) | 482-493 |
Number of pages | 12 |
Journal | Nature Genetics |
Volume | 52 |
Issue number | 5 |
Early online date | 27 Apr 2020 |
DOIs | |
Publication status | Published - May 2020 |
Funding
J.B. was funded by a grant from the Swiss National Science Foundation (P400PB_180792). N.G.S. was supported by the Wellcome Trust (108726/Z/15/Z). N.G.S. and L.B. performed part of the work at the Systems Genetics of Neurodegeneration summer school funded by BMBF as part of the e:Med programme (FKZ 01ZX1704). J.H.-L. was funded by the Swedish Research Council (Vetenskapsr\u00E5det, award 2014-3863), StratNeuro, the Wellcome Trust (108726/Z/15/Z) and the Swedish Brain Foundation (Hj\u00E4rnfonden). P.F.S. was supported by the Swedish Research Council (Vetenskapsr\u00E5det, award D0886501), the Horizon 2020 Program of the European Union (COSYN, RIA grant agreement no. 610307) and US NIMH (U01 MH109528 and R01 MH077139). E.A. was supported by the Swedish Research Council (VR 2016-01526), Swedish Foundation for Strategic Research (SLA SB16-0065), Karolinska Institutet (SFO Strat. Regen., Senior grant 2018), Cancerfonden (CAN 2016/572), Hj\u00E4rnfonden (FO2017-0059) and Chen Zuckeberg Initiative: Neurodegeneration Challenge Network (2018-191929-5022). C.M.B. acknowledges funding from the Swedish Research Council (Vetenskapsr\u00E5det, award: 538-2013-8864) and the Klarman Family Foundation. This work is supported by the UK Dementia Research Institute, which receives its funding from UK DRI Ltd, funded by the UK Medical Research Council, Alzheimer\u2019s Society and Alzheimer\u2019s Research UK. We thank the research participants from 23andMe and other cohorts for their contribution to this study. P.F.S. reports the following potentially competing financial interests: current\u2014Lundbeck (advisory committee, grant recipient); past three years\u2014Pfizer (scientific advisory board), Element Genomics (consultation fee) and Roche (speaker reimbursement). C.M.B. reports: Shire (grant recipient, Scientific Advisory Board member); Pearson and Walker (author, royalty recipient).
Funders | Funder number |
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COSYN | |
Cancerfonden | CAN 2016/57 |
Hjärnfonden | FO2017-0059 |
Horizon 2020 Framework Programme | RIA grant agreement n° 610307 |
Karolinska Institutet | SFO Strat. Regen, Senior grant 2018 |
National Institute of Mental Health | MH077139 |
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung | |
Stiftelsen för Strategisk Forskning | |
Swedish Brain Foundation | D0886501 |
UK Medical Research Council | |
US NIMH | R01 MH077139, U01 MH109528 |
Vetenskapsrådet | |
Wellcome Trust Centre for Mitochondrial Research | |
National Institute of General Medical Sciences | T32GM007337 |
Roche | |
Klarman Family Foundation | |
Wellcome Trust | 108726/Z/15/Z |
European Commission | |
Royal Irish Academy | 610307 |
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung | P400PB_180792 |
Stiftelsen för Strategisk Forskning | SLA SB16-0065 |
Alzheimer’s Research UK | |
Bundesministerium für Bildung und Forschung | FKZ 01ZX1704 |
Karolinska Institutet | 538-2013-8864 |
Vetenskapsrådet | 2014-3863, VR 2016-01526 |
Horizon 2020 | |
Alzheimer’s Society | |
UK Dementia Research Institute |
Cohort Studies
- Netherlands Twin Register (NTR)