Evidence mapPaperPMID 41881997Full record

ArticleNature communications2026

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

Nhan Nguyen, Zhenhua Zhang, Xun Jiang, Nienke van Unen, Jéssica C Dos Santos, Liang Zhou, Vasiliki Matzaraki, Javier Botey-Bataller, Marc Blaauw, Wilhelm A J W Vos and 10 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

Nhan Nguyen *Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany.ORCID http://orcid.org/0000-0001-8720-1195
Zhenhua Zhang *Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany.ORCID http://orcid.org/0000-0002-1781-7127
Xun Jiang *Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany.ORCID http://orcid.org/0000-0001-5390-946X
Nienke van Unen *Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany.ORCID http://orcid.org/0009-0007-8432-8597
Jéssica C Dos SantosDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.
Liang ZhouDepartment of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany.ORCID http://orcid.org/0009-0005-7860-4335
Vasiliki MatzarakiDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.ORCID http://orcid.org/0000-0002-5852-6801
Javier Botey-BatallerDepartment of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany.ORCID http://orcid.org/0000-0003-3512-3150
Marc BlaauwDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.
Wilhelm A J W VosDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.
Louise van EekerenDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.
Annelies VerbonDepartment of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands.ORCID http://orcid.org/0000-0003-2242-8342
Albert L GroenendijkDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.ORCID http://orcid.org/0000-0002-2072-2532
Janneke E StalenhoefDepartment of Internal Medicine, OLVG Hospital, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0003-1486-3045
Marvin A H BerrevoetsDepartment of Internal Medicine, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands.
Leo A B JoostenDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.ORCID http://orcid.org/0000-0001-6166-9830
Mihai G NeteaDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.ORCID http://orcid.org/0000-0003-2421-6052
Cheng-Jian XuDepartment of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany.
André J A M van der VenDepartment of Internal Medicine and Radboudumc Community for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands.ORCID http://orcid.org/0000-0003-1833-3391
Yang LiDepartment of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine, a joint venture between the Hannover Medical School (MHH) and the Helmholtz Centre for Infection Research(HZI), Hannover, Germany. yang.li@helmholtz-hzi.de.ORCID http://orcid.org/0000-0003-4022-7341

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Cytomegalovirus InfectionsHIV InfectionsLatent InfectionAdultBiomarkersCytokinesCytomegalovirusDNA MethylationFemaleHumansLeukocytes, MononuclearMaleTranscriptomeBiomarkersCytokines

Identifiers

PMID41881997
PMCPMC13022287

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.