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Statistically and functionally fine-mapped blood eQTLs and pQTLs from 1,405 humans reveal distinct regulation patterns and disease relevance.

Authors :
Wang QS
Hasegawa T
Namkoong H
Saiki R
Edahiro R
Sonehara K
Tanaka H
Azekawa S
Chubachi S
Takahashi Y
Sakaue S
Namba S
Yamamoto K
Shiraishi Y
Chiba K
Tanaka H
Makishima H
Nannya Y
Zhang Z
Tsujikawa R
Koike R
Takano T
Ishii M
Kimura A
Inoue F
Kanai T
Fukunaga K
Ogawa S
Imoto S
Miyano S
Okada Y
Source :
Nature genetics [Nat Genet] 2024 Oct; Vol. 56 (10), pp. 2054-2067. Date of Electronic Publication: 2024 Sep 24.
Publication Year :
2024

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€‰=ā€‰3,464) were enriched for 932 variants validated with a massively parallel reporter assay. Fine-mapped pQTLs (nā€‰=ā€‰582) 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