SingleBrain: Single-nucleus Trans Expression QTL Meta-analysis Summary Statistics across Multiple Human Brain Cohorts
Authors/Creators
Description
https://github.com/RajLabMSSM/SingleBrain
Bonferroni significant association summary statistics for trans-eQTLs mapped in a meta-analysis across multiple human brain single-nucleus RNA seq cohorts, as part of the "SingleBrain" project.
Sample size = 983 European ancestry donors from 757 unique donors
4 cohorts (Fujita et al., Mathys et al., Bryois et al., Gabitto et al.) meta-analyzed using the linear mixed model random-effects meta-analysis software mmQTL (PMID: 35058635).
Number of tested SNPs = 265,814
Bonferroni threshold = 0.05/(#genesTested x #variantsTested)
Each file has the following naming convention:
{Cell type}_trans_eqtl_peak_1_sig_assoc.tsv.gz
References
The following reference was used for mapping phenotypes:
1. GENCODE - GENCODE v38 comprehensive transcripts (https://www.gencodegenes.org/human/release_38.html)
Cell type
The following brain 6 major cell types were tested for genetic association:
- Ast: astrocytes
- Ext: excitatory neurons
- IN: inhibitory neurons
- MG: microglia
- OD: oligodendrocytes
- OPC: oligodendrocyte progenitor cell
All phenotype matrices were scaled and centered and then quantile normalized.
Data dictionary
feature: the phenotype being tested
variant_id: the genetic variant being tested
chr: chromosome
pos: position (hg38)
ref: reference allele
alt: alternate allele
fixed_beta: Fixed effect meta-analysis estimate of the beta
fixed_sd: Fixed effect meta-analysis standard error of the beta
fixed_z: Fixed effect meta-analysis Z-score
Fixed_P: Fixed effect meta-analysis P-value
Random_Z: Random effect meta-analysis Z-score
Random_P: Random effect meta-analysis P-value
cis_feature: cross-mappable gene pair with feature
crossmap: cross-mappable gene pairs estimated using Saha et al.[PMID: 30613398] are filtered less than 5.
Files
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