# Characterization of Distinct Monocyte Subtypes and Immune Features Associated with HIV, Tuberculosis, and Coronary Artery Disease in a Ugandan Cohort Using Mass Cytometry

**Authors:** José Cobeña-Reyes, Celestine N. Wanjalla, Manuel G. Feria, Joshua Simmons, Tecla Temu, Cindy Nochowicz, Sheikh Yasir Arafat, Cissy Kityo, Geofrey Erem, Christopher T. Longenecker, Sandra Andorf, Moises A. Huaman

PMC · DOI: 10.20411/pai.v11i1.945 · Pathogens and Immunity · 2026-01-29

## TL;DR

This study explores how different monocyte subtypes are linked to HIV, tuberculosis, and heart disease in a Ugandan population, using advanced cytometry techniques to uncover immune system changes.

## Contribution

The study identifies two distinct non-classical monocyte subtypes associated with CAD and HIV/TB, providing new insights into immune dysregulation in co-endemic regions.

## Key findings

- Individuals with HIV and latent TB had higher plasma levels of sCD14 compared to those without these conditions.
- CAD patients showed reduced CD163 expression on non-classical monocytes.
- Unsupervised clustering identified two non-classical monocyte subsets: one depleted in CAD and one enriched in latent TB.

## Abstract

Coronary artery disease (CAD), tuberculosis (TB), and HIV are major global health concerns. Individuals affected by one or more of these conditions often exhibit chronic inflammation and immune dysregulation, with monocytes playing a central role. Monocyte subsets are known to expand in individuals with HIV, TB, or CAD, but the mechanisms by which these cells contribute to inflammation and immune responses remain poorly understood.

We employed high-dimensional mass cytometry to characterize monocyte heterogeneity in 61 Ugandan adults with varying combinations of HIV, TB, and subclinical or overt CAD. An integrative approach was used, combining manual gating, unsupervised clustering, and machine learning to identify distinct monocyte phenotypes associated with CAD and TB. Monocyte activation markers soluble CD14 (sCD14) and sCD163 were measured in plasma. CAD was diagnosed by coronary computed tomography angiography. TB was determined by a questionnaire and interferon-gamma release assay (IGRA) testing.

Participants' demographics and clinical characteristics were similar by CAD or HIV/TB status. Median age was 61 years; 37.7% were female. People living with HIV and latent TB or prior active TB had higher sCD14 plasma levels compared with HIV/TB-negative individuals. Individuals with CAD showed reduced surface expression of the scavenger receptor CD163 on non-classical monocytes. Unsupervised clustering further revealed 2 distinct non-classical monocyte subsets associated with disease states: A CD86dim CX3CR1dim CD45RA+ GPR56+ CXCR3+ subset significantly depleted in individuals with CAD, and a CD86+ CX3CR1++ CD45RA++ GPR56− CD38− CXCR3− subset enriched in individuals with latent TB.

These findings underscore the complexity of the monocyte landscape in CAD progression, particularly in regions where HIV and TB are co-endemic. Our study reveals distinct alterations within 2 non-classical monocyte subpopulations associated with CAD and with HIV/TB, offering mechanistic insights that may support the development of precision biomarkers and immune-targeted therapies across these disease contexts.

## Linked entities

- **Proteins:** CD14 (CD14 molecule), CD163 (CD163 molecule), CD86 (CD86 molecule), CX3CR1 (C-X3-C motif chemokine receptor 1), ADGRG1 (adhesion G protein-coupled receptor G1), CXCR3 (C-X-C motif chemokine receptor 3), CD38 (CD38 molecule)
- **Diseases:** tuberculosis (MONDO:0018076), coronary artery disease (MONDO:0005010)
- **Species:** Homo sapiens (taxon 9606)

## Full-text entities

- **Genes:** CD163 (CD163 molecule) [NCBI Gene 9332] {aka M130, MM130, SCARI1}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}, CD14 (CD14 molecule) [NCBI Gene 929], CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524] {aka CCRL1, CMKBRL1, CMKDR1, GPR13, GPRV28, V28}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, CXCR3 (C-X-C motif chemokine receptor 3) [NCBI Gene 2833] {aka CD182, CD183, CKR-L2, CMKAR3, GPR9, IP10-R}, ADGRG1 (adhesion G protein-coupled receptor G1) [NCBI Gene 9289] {aka BFPP, BPPR, CDCBM14B, CDCBM15A, GPR56, TM7LN4}, CD86 (CD86 molecule) [NCBI Gene 942] {aka B7-2, B7.2, B70, BU63, CD28LG2, CD86 v6}, CD38 (CD38 molecule) [NCBI Gene 952] {aka ADPRC 1, ADPRC1, cADPR1}
- **Diseases:** immune dysregulation (OMIM:614878), HIV/TB (MESH:D014376), HIV (MESH:D015658), inflammation (MESH:D007249), CAD (MESH:D003324), latent TB (MESH:D055985)

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12867109/full.md

## References

61 references — full list in the complete paper: https://tomesphere.com/paper/PMC12867109/full.md

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Source: https://tomesphere.com/paper/PMC12867109