TY - JOUR
T1 - Genetic analysis of isoform usage in the human anti-viral response reveals influenza-specific regulation of ERAP2 transcripts under balancing selection
AU - Ye, Chun Jimmie
AU - Chen, Jenny
AU - Villani, Alexandra Chloé
AU - Gate, Rachel E.
AU - Subramaniam, Meena
AU - Bhangale, Tushar
AU - Lee, Mark N.
AU - Raj, Towfique
AU - Raychowdhury, Raktima
AU - Li, Weibo
AU - Rogel, Noga
AU - Simmons, Sean
AU - Imboywa, Selina H.
AU - Chipendo, Portia I.
AU - McCabe, Cristin
AU - Lee, Michelle H.
AU - Frohlich, Irene Y.
AU - Stranger, Barbara E.
AU - de Jager, Philip L.
AU - Regev, Aviv
AU - Behrens, Tim
AU - Hacohen, Nir
N1 - Funding Information:
We thank the ImmVar participants. We also thank the Ye, Regev, and Hacohen laboratories for discussions. R.E.G., M.S., and C.J.Y. are supported by National Institutes of Health (NIH) R01AR071522 and R01AI136972 to C.J.Y. N.H. is supported by NIH P50HG006193 and RC2GM093080. Special thanks to Genentech Inc. for additional funding support.
Publisher Copyright:
© 2018 Ye et al.
PY - 2020
Y1 - 2020
N2 - While genetic variants are known to be associated with overall gene abundance in stimulated immune cells, less is known about their effects on alternative isoform usage. By analyzing RNA-seq profiles of monocyte-derived dendritic cells from 243 individuals, we uncovered thousands of unannotated isoforms synthesized in response to influenza infection and type 1 interferon stimulation. We identified more than a thousand quantitative trait loci (QTLs) associated with alternate isoform usage (isoQTLs), many of which are independent of expression QTLs (eQTLs) for the same gene. Compared with eQTLs, isoQTLs are enriched for splice sites and untranslated regions, but depleted of sequences upstream of annotated transcription start sites. Both eQTLs and isoQTLs explain a significant proportion of the disease heritability attributed to common genetic variants. At the ERAP2 locus, we shed light on the function of the gene and how two frequent, highly differentiated haplotypes with intermediate frequencies could be maintained by balancing selection. At baseline and following type 1 interferon stimulation, the major haplotype is associated with low ERAP2 expression caused by nonsense-mediated decay, while the minor haplotype, known to increase Crohn’s disease risk, is associated with high ERAP2 expression. In response to influenza infection, we found two uncharacterized isoforms expressed from the major haplotype, likely the result of multiple perfectly linked variants affecting the transcription and splicing at the locus. Thus, genetic variants at a single locus could modulate independent gene regulatory processes in innate immune responses and, in the case of ERAP2, may confer a historical fitness advantage in response to virus.
AB - While genetic variants are known to be associated with overall gene abundance in stimulated immune cells, less is known about their effects on alternative isoform usage. By analyzing RNA-seq profiles of monocyte-derived dendritic cells from 243 individuals, we uncovered thousands of unannotated isoforms synthesized in response to influenza infection and type 1 interferon stimulation. We identified more than a thousand quantitative trait loci (QTLs) associated with alternate isoform usage (isoQTLs), many of which are independent of expression QTLs (eQTLs) for the same gene. Compared with eQTLs, isoQTLs are enriched for splice sites and untranslated regions, but depleted of sequences upstream of annotated transcription start sites. Both eQTLs and isoQTLs explain a significant proportion of the disease heritability attributed to common genetic variants. At the ERAP2 locus, we shed light on the function of the gene and how two frequent, highly differentiated haplotypes with intermediate frequencies could be maintained by balancing selection. At baseline and following type 1 interferon stimulation, the major haplotype is associated with low ERAP2 expression caused by nonsense-mediated decay, while the minor haplotype, known to increase Crohn’s disease risk, is associated with high ERAP2 expression. In response to influenza infection, we found two uncharacterized isoforms expressed from the major haplotype, likely the result of multiple perfectly linked variants affecting the transcription and splicing at the locus. Thus, genetic variants at a single locus could modulate independent gene regulatory processes in innate immune responses and, in the case of ERAP2, may confer a historical fitness advantage in response to virus.
UR - http://www.scopus.com/inward/record.url?scp=85059246659&partnerID=8YFLogxK
U2 - 10.1101/GR.240390.118
DO - 10.1101/GR.240390.118
M3 - Article
C2 - 30446528
AN - SCOPUS:85059246659
SN - 1088-9051
VL - 28
SP - 1812
EP - 1825
JO - Genome Research
JF - Genome Research
IS - 12
ER -