TY - JOUR
T1 - Human brain region-specific variably methylated regions are enriched for heritability of distinct neuropsychiatric traits
AU - GTEx Consortium
AU - Rizzardi, Lindsay F.
AU - Hickey, Peter F.
AU - Idrizi, Adrian
AU - Tryggvadóttir, Rakel
AU - Callahan, Colin M.
AU - Stephens, Kimberly E.
AU - Taverna, Sean D.
AU - Zhang, Hao
AU - Ramazanoglu, Sinan
AU - Hansen, Kasper D.
AU - Feinberg, Andrew P.
N1 - Funding Information:
The Genotype-Tissue Expression (GTEx) Project was supported by the Common Fund of the Office of the Director of the National Institutes of Health, and by NCI, NHGRI, NHLBI, NIDA, NIMH, and NINDS. The work performed here was supported by NIH Grant U01MH104393 (A.P.F.). The Flow Cytometry Cell Sorting Core Facility at Johns Hopkins School of Public Health was supported by CFAR: 5P30AI094189-04, 1S10OD016315-01, and 1S10RR13777001.
Funding Information:
We thank the donors and their families for their generous gifts of organ donation for transplantation, and tissue donations for the GTEx research project. The review history is available as Additional file 19. Anahita Bishop was the primary editor of this article and managed its editorial process and peer review in collaboration with the rest of the editorial team.
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12
Y1 - 2021/12
N2 - Background: DNA methylation dynamics in the brain are associated with normal development and neuropsychiatric disease and differ across functionally distinct brain regions. Previous studies of genome-wide methylation differences among human brain regions focus on limited numbers of individuals and one to two brain regions. Results: Using GTEx samples, we generate a resource of DNA methylation in purified neuronal nuclei from 8 brain regions as well as lung and thyroid tissues from 12 to 23 donors. We identify differentially methylated regions between brain regions among neuronal nuclei in both CpG (181,146) and non-CpG (264,868) contexts, few of which were unique to a single pairwise comparison. This significantly expands the knowledge of differential methylation across the brain by 10-fold. In addition, we present the first differential methylation analysis among neuronal nuclei from basal ganglia tissues and identify unique CpG differentially methylated regions, many associated with ion transport. We also identify 81,130 regions of variably CpG methylated regions, i.e., variable methylation among individuals in the same brain region, which are enriched in regulatory regions and in CpG differentially methylated regions. Many variably methylated regions are unique to a specific brain region, with only 202 common across all brain regions, as well as lung and thyroid. Variably methylated regions identified in the amygdala, anterior cingulate cortex, and hippocampus are enriched for heritability of schizophrenia. Conclusions: These data suggest that epigenetic variation in these particular human brain regions could be associated with the risk for this neuropsychiatric disorder.
AB - Background: DNA methylation dynamics in the brain are associated with normal development and neuropsychiatric disease and differ across functionally distinct brain regions. Previous studies of genome-wide methylation differences among human brain regions focus on limited numbers of individuals and one to two brain regions. Results: Using GTEx samples, we generate a resource of DNA methylation in purified neuronal nuclei from 8 brain regions as well as lung and thyroid tissues from 12 to 23 donors. We identify differentially methylated regions between brain regions among neuronal nuclei in both CpG (181,146) and non-CpG (264,868) contexts, few of which were unique to a single pairwise comparison. This significantly expands the knowledge of differential methylation across the brain by 10-fold. In addition, we present the first differential methylation analysis among neuronal nuclei from basal ganglia tissues and identify unique CpG differentially methylated regions, many associated with ion transport. We also identify 81,130 regions of variably CpG methylated regions, i.e., variable methylation among individuals in the same brain region, which are enriched in regulatory regions and in CpG differentially methylated regions. Many variably methylated regions are unique to a specific brain region, with only 202 common across all brain regions, as well as lung and thyroid. Variably methylated regions identified in the amygdala, anterior cingulate cortex, and hippocampus are enriched for heritability of schizophrenia. Conclusions: These data suggest that epigenetic variation in these particular human brain regions could be associated with the risk for this neuropsychiatric disorder.
KW - Differentially methylated regions
KW - GTEx
KW - Neuropsychiatric disease
KW - Variably methylated regions
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U2 - 10.1186/s13059-021-02335-w
DO - 10.1186/s13059-021-02335-w
M3 - Article
C2 - 33888138
AN - SCOPUS:85104650178
SN - 1474-7596
VL - 22
JO - Genome biology
JF - Genome biology
IS - 1
M1 - 116
ER -