Back

A systematic investigation into the genetic and non-genetic factors underlying the human antiviral antibody repertoire

Olin, A.; Jaquaniello, A.; Tan, Z.; Pou, C.; Dubois, F.; Charbit, B.; Bloch, E.; White, M.; Rotival, M.; Brodin, P.; Duffy, D.; Patin, E.; Quintana-Murci, L.; Milieu Interieur Consortium,

2023-11-08 allergy and immunology
10.1101/2023.11.07.23298153 medRxiv
Show abstract

Antibodies are central to immune defenses. Despite advances in understanding the mechanisms of antibody generation, a comprehensive model of how intrinsic and external factors shape human humoral responses to viruses is lacking. Here, we apply PhIP-Seq to investigate the effects of demographic and genetic factors on antibody reactivity to more than 97,000 viral peptides in 1,212 healthy adults. We demonstrate that age, sex, and continent of birth extensively influence the viruses and viral epitopes targeted by the human antibody repertoire. Among 108 lifestyle and health-related variables, smoking exerts the strongest, yet reversible, impact on antibody profiles, primarily against rhinoviruses. Additionally, we identify strong associations between antibodies against 34 viruses and genetic variants at HLA, FUT2, IGH, and IGK genes, some of which increase autoimmune disease risk. These findings offer a valuable resource for understanding the factors affecting antibody-mediated immunity, laying the groundwork for optimizing vaccine strategies.

Published in Nature Immunology (predicted rank #3) · training set

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.