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Statistically and functionally fine-mapped blood eQTLs and pQTLs from 1,405 humans reveal distinct regulation patterns and disease relevance.
- Source :
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Nature genetics [Nat Genet] 2024 Oct; Vol. 56 (10), pp. 2054-2067. Date of Electronic Publication: 2024 Sep 24. - Publication Year :
- 2024
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Abstract
- Studying the genetic regulation of protein expression (through protein quantitative trait loci (pQTLs)) offers a deeper understanding of regulatory variants uncharacterized by mRNA expression regulation (expression QTLs (eQTLs)) studies. Here we report cis-eQTL and cis-pQTL statistical fine-mapping from 1,405 genotyped samples with blood mRNA and 2,932 plasma samples of protein expression, as part of the Japan COVID-19 Task Force (JCTF). Fine-mapped eQTLs (nā=ā3,464) were enriched for 932 variants validated with a massively parallel reporter assay. Fine-mapped pQTLs (nā=ā582) were enriched for missense variations on structured and extracellular domains, although the possibility of epitope-binding artifacts remains. Trans-eQTL and trans-pQTL analysis highlighted associations of class I HLA allele variation with KIR genes. We contrast the multi-tissue origin of plasma protein with blood mRNA, contributing to the limited colocalization level, distinct regulatory mechanisms and trait relevance of eQTLs and pQTLs. We report a negative correlation between ABO mRNA and protein expression because of linkage disequilibrium between distinct nearby eQTLs and pQTLs.<br /> (© 2024. The Author(s).)
Details
- Language :
- English
- ISSN :
- 1546-1718
- Volume :
- 56
- Issue :
- 10
- Database :
- MEDLINE
- Journal :
- Nature genetics
- Publication Type :
- Academic Journal
- Accession number :
- 39317738
- Full Text :
- https://doi.org/10.1038/s41588-024-01896-3