Immunological risk identified by single-cell multi-omics and cardiovascular outcomes
Hauke Horstmann1,2,3, Nathaly Anto Michel4, Corinna Losert5,6
1Cardiology and Angiology, Medical Center, University of Freiburg, Freiburg, Germany.
European Heart Journal
|August 14, 2026
Summary
Novel immune cell signatures, including T-cell proliferation, predict cardiovascular risk independently of inflammation markers like hsCRP and IL-6. These findings offer new tools for stratifying patients with coronary artery disease (CAD).
Area of Science:
- Immunology
- Cardiovascular Medicine
- Genomics
Background:
- Atherosclerosis development is influenced by inflammation and autoimmunity.
- Established inflammatory markers like hsCRP and IL-6 incompletely define cardiovascular risk.
- Novel immunological determinants of cardiovascular risk require identification.
Purpose of the Study:
- To detect immunological signals associated with increased cardiovascular risk.
- To explore immune cell signatures beyond conventional inflammatory markers.
- To identify novel biomarkers for coronary artery disease (CAD) and cardiovascular mortality.
Main Methods:
- A nested case-control study within the LURIC cohort (n=3316).
- Comprehensive immunophenotyping of 44 individuals using bulk RNA, scRNA, TCR sequencing, mass cytometry, and cytokine analysis.
- Multi-omics factor analysis to identify shared transcriptional programs, validated in independent cohorts.
Main Results:
- Identified prominent T-cell signatures of proliferation, activation, memory, clonal expansion, and interferon signaling.
- Discovered immune cell types and transcriptional programs linked to CAD status and poor survival, independent of hsCRP and IL-6.
- Replicated findings across multiple cohorts and confirmed cellular proliferation in atherosclerotic plaques.
Conclusions:
- Multi-omic profiling of immune cells reveals novel immune signatures associated with CAD and cardiovascular outcomes.
- These signatures are independent of systemic inflammation and may serve as future risk stratification tools.
- The study provides a proof-of-concept for using detailed immune profiling in cardiovascular risk assessment.

