Molecular signatures and causal factors underlying latent cytomegalovirus infection among people living with HIV (PLHIV)

N Nhan Nguyen Z Zhenhua Zhang X Xun Jiang (Department of Earth and Atmospheric Sciences, University of Houston) N Nienke van Unen J Jéssica C. dos Santos L Liang Zhou V Vasiliki Matzaraki J Javier Botey-Bataller M Marc Blaauw W Wilhelm A. J. W. Vos L Louise van Eekeren A Annelies Verbon A Albert L. Groenendijk J Janneke E. Stalenhoef M Marvin A. H. Berrevoets L Leo A. B. Joosten M Mihai G. Netea (Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center) C Cheng-Jian Xu A Andre J. A. M. van der Ven Y Yang Li

Abstract

Abstract CMV seropositivity contributes to medical complications in people living with HIV (PLHIV). This study provides a comprehensive evaluation of how CMV seropositivity shapes the immune system of 1,887 PLHIV, by utilizing multi-omics and deep immune phenotyping datasets. The study measured the immune cell profiles from whole blood, and the cytokine production of PBMCs exposed to various ex-vivo stimuli. We observed an increase in pro-inflammatory cytokine production of circulating immune cells and differences in phenotype of innate-like lymphocyte populations associated with CMV seropositivity. This study also measured 5-omics layers, including genomics, DNA methylation, transcriptomics, and plasma protein and metabolites. The DNA methylome and transcriptome demonstrated prominent CMV-induced signatures related to immune functions in PLHIV. Particularly, high FCRL6 expression is a promising biomarker for immune activation, underlined by the demethylation of FCRL6 and up-regulation of gene expression and plasma protein concentrations in CMV-seropositive PLHIV. Host genetics-driven elevation in both gene and protein expression of FCRL6 was also associated with latent CMV infection. A significant CMV-seroprevalence locus was associated with cytokine production capacity and protein abundance. Mendelian randomization analyses demonstrated a causal relationship between elevated FCRL6 expression and CMV seropositivity.

Article Details

Volume / Issue Vol. 17, Issue 1
Published March 25, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (20)

N

Nhan Nguyen

Z

Zhenhua Zhang

X

Xun Jiang

Department of Earth and Atmospheric Sciences, University of Houston

N

Nienke van Unen

J

Jéssica C. dos Santos

L

Liang Zhou

V

Vasiliki Matzaraki

J

Javier Botey-Bataller

M

Marc Blaauw

W

Wilhelm A. J. W. Vos

L

Louise van Eekeren

A

Annelies Verbon

A

Albert L. Groenendijk

J

Janneke E. Stalenhoef

M

Marvin A. H. Berrevoets

L

Leo A. B. Joosten

M

Mihai G. Netea

Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center

C

Cheng-Jian Xu

A

Andre J. A. M. van der Ven

Y

Yang Li