bioRxivGenomicsPreprint
Environmental and genetic drivers of population differences in SARS-CoV-2 immune responses
Yann AquinoiD, Aurélie BisiauxiD, Zhi LiiD, Mary B. O’NeilliD, Javier Mendoza‐RevillaiD, Sarah Hélène MerklingiD, Gaspard KerneriD, Milena HasaniD, Valentina LibriiD, Vincent BondetiD, Nikaïa SmithiD, Camille de CevinsiD, Mickaël Mathieu MénageriD, Francesca LucaiD, Roger Piqué-RegiiD, Giovanna Barba SpaethiD, Stefano PietropaoliiD, Olivier SchwartziD, Geert G Leroux-RoelsiD, Cheuk Kwong LeeiD, Kathy S. M. LeungiD, Joseph Tsz Kei WuiD, Malik J. S. PeirisiD, Roberto BruzzoneiD, Laurent AbeliD, , Lluís Quintana‐MurciiD
Abstract
Humans display vast clinical variability upon SARS-CoV-2 infection1-3, partly due to genetic and immunological factors4. However, the magnitude of population differences in immune responses to SARS-CoV-2 and the mechanisms underlying such variation remain unknown. Here we report single-cell RNA-sequencing data for peripheral blood mononuclear cells from 222 healthy donors of various ancestries stimulated with SARS-CoV-2 or influenza A virus. We show that SARS-CoV-2 induces a weaker, but more heterogeneous interferon-stimulated gene activity than influenza A virus, and a unique pro-inflammatory signature in myeloid cells. We observe marked population differences in transcriptional responses to viral exposure that reflect environmentally induced cellular heterogeneity, as illustrated by higher rates of cytomegalovirus infection, affecting lymphoid cells, in African-descent individuals. Expression quantitative trait loci and mediation analyses reveal a broad effect of cell proportions on population differences in immune responses, with genetic variants having a narrower but stronger effect on specific loci. Additionally, natural selection has increased immune response differentiation across populations, particularly for variants associated with SARS-CoV-2 responses in East Asians. We document the cellular and molecular mechanisms through which Neanderthal introgression has altered immune functions, such as its impact on the myeloid response in Europeans. Finally, colocalization analyses reveal an overlap between the genetic architecture of immune responses to SARS-CoV-2 and COVID-19 severity. Collectively, these findings suggest that adaptive evolution targeting immunity has also contributed to current disparities in COVID-19 risk.
- organism: human
- assay: scRNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 3
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
- Widespread gene-environment interactions shape the immune response to SARS-CoV-2 infection in hospitalized COVID-19 patients
Haley E. Randolph, Raúl Aguirre‐Gamboa, … Luis Bruno Barreiro·Nature CommunicationsPeer-reviewed·Apr 28, 2026
- Differences in anti-viral immune responses in individuals of Indian and European origin: relevance for the COVID-19 pandemic
B. Geckin, M. Zoodsma, … M. G. Netea·bioRxiv·Aug 30, 2022
- Genetic variability in the expression of the SARS-CoV-2 host cell entry factors across populations
Lourdes Ortiz‐Fernández, Amr H. Sawalha·Genes and ImmunityPeer-reviewed·Aug 1, 2020
- Impact of natural selection on global patterns of genetic variation, and association with clinical phenotypes, at genes involved in SARS-CoV-2 infection.
Chao Zhang, Anurag Verma, … Lyndon J. Mitnaul·Proceedings of the National Academy of SciencesPeer-reviewed·May 17, 2022
- Influence of HLA class II polymorphism on predicted cellular immunity against SARS-CoV-2 at the population and individual level
H. C. Copley, L. Gragert, … V. Kosmoliaptsis·bioRxiv·Dec 24, 2020
- Single-cell RNA-sequencing reveals pervasive but highly cell type-specific genetic ancestry effects on the response to viral infection
Haley E. Randolph, Zepeng Mu, … Luis Bruno Barreiro·bioRxiv·Dec 21, 2020