# Multi‐Omics Analysis Reveals Sex‐Specific Signatures for BCG Vaccine Efficacy

**Authors:** Qiuyao Zhan, Liang Zhou, Jianbo Fu, Xun Jiang, Xuan Liu, Wenchao Li, Simone J.C.F.M. Moorlag, Valerie A.C.M. Koeken, L. Charlotte J. de Bree, Vera P. Mourits, Leo A.B. Joosten, Yang Li, Mihai G. Netea, Cheng‐Jian Xu

PMC · DOI: 10.1002/eji.70144 · 2026-02-12

## TL;DR

This study uses multi-omics data to uncover sex-specific immune signatures that influence the effectiveness of the BCG vaccine against tuberculosis.

## Contribution

The study identifies distinct immune profiles in males and females that correlate with BCG vaccine efficacy.

## Key findings

- Males with strong BCG responses show a pro-inflammatory innate immune profile before vaccination.
- Females with strong BCG responses exhibit enhanced antigen presentation and adaptive immune signatures.
- Sex-specific immune pathways highlight the importance of baseline immune status for vaccine effectiveness.

## Abstract

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.

Sex‐specific pre‐vaccination immune landscapes associated with effective BCG vaccine responses. Male high responders exhibit a monocyte‐enriched, pro‐inflammatory innate immune profile, whereas female high responders display immune signatures associated with enhanced adaptive immune responses.

## Linked entities

- **Diseases:** tuberculosis (MONDO:0018076)

## Full-text entities

- **Diseases:** inflammatory (MESH:D007249), tuberculosis (MESH:D014376)

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12896084/full.md

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Source: https://tomesphere.com/paper/PMC12896084