Evidence map›Paper›PMID 42834904›Full record

ArticleFrontiers in cellular and infection microbiology2026

Cervicovaginal microbiome alterations across HPV infection.

Laura Chulenbayeva, Aidana Rakhmankulova, Nazira Kamzayeva, Samat Kozhakhmetov, Milan Terzic, Gauri Bapayeva, Gulzhanat Aimagambetova, Yevgeniy Kim, Berik Primbetov, Balkenzhe Imankulova and 9 more

Abstract read
In one paragraph

Article in Frontiers in cellular and infection microbiology, 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

19 authors.

Laura ChulenbayevaLaboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan.
Aidana RakhmankulovaLaboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan.
Nazira KamzayevaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Samat KozhakhmetovLaboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan.
Milan TerzicClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Gauri BapayevaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Gulzhanat AimagambetovaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Yevgeniy KimClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Berik PrimbetovClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Balkenzhe ImankulovaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Kuralay KongrtayClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Nazira KadroldinovaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Makhabbat GalymClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Sanimkul MakhambetovaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Kadisha NurgaliyevaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Zhanar AbdiyevaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Zhanar ZhumakanovaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Talshyn UkybassovaClinical Academic Department of Women's Health, Corporate Fund "University Medical Center", Astana, Kazakhstan.
Almagul KushugulovaLaboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The cervicovaginal microbiome is a proposed modifier of HPV-associated cervical disease, yet its relationship with viral type heterogeneity, cytological grade, and community state type (CST) remains incompletely understood. Methods: This cross-sectional study characterized cervicovaginal microbiome composition and functional potential across HPV infection status, viral type categories (No HPV, HPV High Risk, HPV16, HPV18, HPV Other), cervical cytological grades, and CSTs in 311 non-pregnant women using whole-genome shotgun metagenomic sequencing, integrated diversity analyses, MaAsLin2 differential abundance testing, and HUMAnN 3.0 functional pathway profiling. Results: HPV-positive samples showed increased bacterial species richness, and a reciprocal Discussion: These findings indicate that oncogenic potential and dysbiosis severity are not aligned, and that CST type modifies HPV-microbiome interactions.

Indexed as

Cervix UteriHuman Papillomavirus VirusesMicrobiotaPapillomavirus InfectionsVaginaAdultBacteriaCross-Sectional StudiesDysbiosisFemaleHumansMetagenomicsPapillomaviridaecervical dysbiosiscervicovaginal microbiomecommunity state typehuman papillomavirusshotgun metagenomics

Identifiers

PMID42834904
PMCPMC13634844

What OpenQuestion 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 OpenQuestion graph.