Nature NeuroscienceGeneticsPeer-reviewed journal article
Cell-type specific effects of genetic variation on chromatin accessibility during human neuronal differentiation
Dan LiangiD, Angela L. Elwell, Nil AygüniD, Oleh Krupa, Justin M. WolteriD, Felix A. KyereiD, Michael J. LaffertyiD, Kerry E. Cheek, Kenan P. Courtney, Marianna Yusupova, Melanie E. GarrettiD, Allison E. Ashley‐KochiD, Gregory E. CrawfordiD, Michael I. LoveiD, Luis de la Torre-UbietaiD, Daniel H. GeschwindiD, Jason L. SteiniD
Abstract
Common genetic risk for neuropsychiatric disorders is enriched in regulatory elements active during cortical neurogenesis. However, the mechanisms mediating the effects of genetic variants on gene regulation are poorly understood. To determine the functional impact of common genetic variation on the non-coding genome longitudinally during human cortical development, we performed a chromatin accessibility quantitative trait loci (caQTL) analysis in neural progenitor cells and their differentiated neuronal progeny from 92 donors. We identified 8,111 caQTLs in progenitors and 3,676 caQTLs in neurons, with highly temporal, cell-type specific effects. A subset ([~]20%) of caQTLs were also associated with changes in gene expression. Motif-disrupting alleles of transcriptional activators generally led to decreases in chromatin accessibility, whereas motif-disrupting alleles of repressors led to increases in chromatin accessibility. By integrating cell-type specific caQTLs and brain-relevant genome-wide association data, we were able to fine-map loci and identify regulatory mechanisms underlying non-coding neuropsychiatric disorder risk variants. HighlightsO_LIGenetic variation alters chromatin architecture during human cortical development C_LIO_LIGenetic effects on chromatin accessibility are highly cell-type specific C_LIO_LIAlleles disrupting TF motifs generally decrease accessibility, except for repressors C_LIO_LIcaQTLs facilitate fine-mapping and inference of regulatory mechanisms of GWAS loci C_LI
- Citations
- 96
- FWCI
- 5.33
- Field percentile
- top 2%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Inferring cell-type-specific causal gene regulatory networks during human neurogenesis
Nil Aygün, Dan Liang, … Jason L. Stein·bioRxiv·Apr 25, 2022
- Genetic regulation of cell-type specific chromatin accessibility shapes the etiology of brain diseases
Biao Zeng, Jaroslav M. Bendl, … Panos Roussos·SciencePeer-reviewed·May 23, 2024
- Transcriptome and chromatin accessibility landscapes across 25 distinct human brain regions expand the susceptibility gene set for neuropsychiatric disorders
Pengfei Dong, Liting Song, … Panos Roussos·Nature CommunicationsPeer-reviewed·Nov 21, 2024
- Genetic effects on brain traits impact cell-type specific gene regulation during neurogenesis
Nil Aygün, Angela L. Elwell, … Jason L. Stein·bioRxiv·Oct 21, 2020
- Multi-omic profiling of the developing human cerebral cortex at the single cell level
Kaiyi Zhu, Jaroslav M. Bendl, … Panos Roussos·Science AdvancesPeer-reviewed·Oct 12, 2023
- Genotype inference from aggregated chromatin accessibility data reveals genetic regulatory mechanisms
Brandon M. Wenz, Yuan He, … Alexis J. Battle·Genome biologyPeer-reviewed·Mar 30, 2025