Evidence map›Paper›PMID 42326495›Full record

ArticleResearch square2026

The Cervical Microbiome in Hispanic Populations in Texas and Puerto Rico with and without Cervical Dysplasia.

D'Shaunique Walters, Molly B El Alam, Timothy Harris, David Lo, Jhoan Sebastian Gonzalez Diaz, Tatiana Cisneros Napravnik, Erica J Lynn, Laurel D Boatright, Dalissa Negron Figueroa, Allison Judge and 13 more

Abstract readPreprint
In one paragraph

Article in Research square, 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

23 authors.

D'Shaunique WaltersThe University of Texas MD Anderson Cancer Center.
Molly B El AlamThe University of Texas MD Anderson Cancer Center.
Timothy HarrisThe University of Texas MD Anderson Cancer Center.
David LoThe University of Texas MD Anderson Cancer Center.
Jhoan Sebastian Gonzalez DiazThe University of Texas MD Anderson Cancer Center.
Tatiana Cisneros NapravnikThe University of Texas MD Anderson Cancer Center.
Erica J LynnThe University of Texas MD Anderson Cancer Center.
Laurel D BoatrightThe University of Texas MD Anderson Cancer Center.
Dalissa Negron FigueroaThe University of Texas MD Anderson Cancer Center.
Allison JudgeThe University of Texas MD Anderson Cancer Center.
Christy Charles John BhaskarThe University of Texas MD Anderson Cancer Center.
Antoine FontillasThe University of Texas MD Anderson Cancer Center.
Shafqat Fahmid EhsanThe University of Texas MD Anderson Cancer Center.
Rui WangThe University of Texas MD Anderson Cancer Center.
Shae N Jansen ArefThe University of Texas MD Anderson Cancer Center.
Nadim J AjamiThe University of Texas MD Anderson Cancer Center.
Jagannadha SastryThe University of Texas MD Anderson Cancer Center.
Travis T SimsThe University of Texas MD Anderson Cancer Center.
Josefina RomagueraUniversity of Puerto Rico, Medical Sciences Campus.
Stephanie Dorta-EstremeraUniversity of Puerto Rico School of Medicine, Medical Sciences Campus.
Ann KloppThe University of Texas MD Anderson Cancer Center.
Filipa Godoy-VitorinoUniversity of Puerto Rico School of Medicine, Medical Sciences Campus.
Lauren E ColbertThe University of Texas MD Anderson Cancer Center.

Funding

SCIENCE AND TECHNOLOGY COMPETENCY & EDUCATION CORE (STCE)P20GM103475 · NIGMS · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI Jose R. Rodriguez-Medina · 2012 to 2026
$52.9M
UPR/MDACC Partnership for Excellence in Cancer Research(Parent Grant U54 CA096297)U54CA096297 · NCI · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI KAREN J ORTIZ · 2002 to 2026
$36.9M
Upstream Regulation and Downstream effectors of c-MYC in Ovarian CancerU54MD007600 · NIMHD · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI Souhail M Malave-Rivera · 2017 to 2026
$35.8M
Tracking and Evaluation CoreU54GM133807 · NIGMS · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI PORTER, JAMES T. · 2020 to 2024
$17.7M
The contribution of gut microbiome composition to natural variation in sleep and aggression across populations in the blind Mexican cavefishP20GM156713 · NIGMS · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI FILIPA GODOY-VITORINO · 2025 to 2026
$6.8M
NCI NIH HHS U54 CA096297NIGMS NIH HHS P20 GM103475NIGMS NIH HHS P20 GM156713NIGMS NIH HHS U54 GM133807NIMHD NIH HHS U54 MD007600
6 · The paper itself

Abstract

Within the United States, Hispanic women, especially those in Puerto Rico, face an increased risk of cervical cancer development. The objective of this study was to explore the cervical microbiota of Hispanic women at high risk of developing HPV-induced cervical dysplasia or with cervical dysplasia treated in Texas and Puerto Rico. Cervical swab samples were collected from 296 participants (N = 80 Texan Non-Hispanic White, N = 98 Texan Hispanic, and N = 118 Puerto Rican Hispanic) during each patient's initial visit and subjected to 16S V4 rRNA gene sequencing for microbiome profiling. HPV types were grouped as HPV 16, other high-risk HPV types, and other using HPV genotyping. Among participants, 71% (N = 211) were classified as high-risk normal, and 29% (N = 85) had cervical dysplasia. HPV 16 was detected in 15% (N = 45), other high-risk HPV types in 33% (N = 98), while 52% (N = 152) of patients were classified as "other". Comparative analysis of microbial community structures across locations revealed distinct compositions, with Texan Hispanic women showing higher alpha diversity for two alpha diversity metrics (Pielou evenness and Shannon Diversity Index). The prevalence of CSTs varied across locations and disease states, with CSTs III and IV-B being among the most common in the study cohorts. Overall, this descriptive study provides a better understanding of cervical microbiome in Hispanic women across multiple geographic locations, in order to guide future interventions.

Indexed as

16S rRNA sequencingcervical dysplasiacervical microbiotahuman papillomavirus (HPV)

Identifiers

PMID42326495
PMCPMC13278340

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.