Multi‐Omics Analysis Reveals Sex‐Specific Signatures for BCG Vaccine Efficacy
Vaccines are a cornerstone of global public health, but their efficacy can vary significantly among individuals. Bacille Calmette-Guérin (BCG) vaccine against tuberculosis is one of the most used vaccines, and its efficacy is influenced by numerous factors, including sex, age, and geographical location. Systematic investigations using large-scale multi-omics analyses to dissect sex-specific determinants of vaccine efficacy remain limited. To better understand this variability and improve vaccine efficacy, we analyzed multi-omics data from a cohort of 321 healthy individuals vaccinated with BCG, integrating immune cell frequencies, single-cell RNA sequencing, plasma proteins, metabolites, and DNA methylation profiles. Our findings revealed significant sex-specific differences in immune pathways that contribute to BCG efficacy. In males, pre-vaccination signatures were associated with a stronger pro-inflammatory response, highlighting the importance of an innate-driven immune response, while females exhibited enhanced antigen presentation pathways and adaptive immune responses. This study underscores the need for understanding individual baseline immune status in relation to biological sex, an approach that could represent a promising path to optimizing vaccine effectiveness.
Authors
- Vera P. Mourits (ORCID: https://orcid.org/0000-0003-3322-5145)
- Valerie A. C. M. Koeken (ORCID: https://orcid.org/0000-0002-5783-9013)
- Wenchao Li (ORCID: https://orcid.org/0000-0001-5352-3196)
- Simone J.C.F.M. Moorlag (ORCID: https://orcid.org/0000-0001-8884-8417)
- Leo A. B. Joosten (ORCID: https://orcid.org/0000-0001-6166-9830)
- Qiuyao Zhan
- Xun Jiang (ORCID: https://orcid.org/0000-0001-5390-946X)
- Cheng‐Jian Xu (ORCID: https://orcid.org/0009-0005-1766-9047)
- Xuan Liu (ORCID: https://orcid.org/0009-0004-1550-7370)
- Liang Zhou
- Yang Li
- Mihai G. Netea
- Jianbo Fu
- L. Charlotte J. de Bree
Institutions
- University of Bonn (DE)
- Radboud University Nijmegen (NL)
- Iuliu Hațieganu University of Medicine and Pharmacy (RO)
- Radboud University Medical Center (NL)
- Radboud Institute for Molecular Life Sciences (NL)
- Centre for Individualised Infection Medicine (DE)
- Center for Experimental and Clinical Infection Research (DE)
- Life & Brain (Germany) (DE)
Publication Details
- Journal
- European Journal of Immunology
- Published
- 2026-02-01
- DOI
- https://doi.org/10.1002/eji.70144
- Primary Topic
- Immune responses and vaccinations
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Deutsche Forschungsgemeinschaft
- China Scholarship Council