Evidence map›Paper›PMID 41648546›Full record

ArticlebioRxiv : the preprint server for biology2026

Environmental Fungi Modulate the Vaginal Mycobiome and Cervical Disease Progression in Hispanic Women.

Filipa Godoy-Vitorino, Daniela Vargas-Robles, Benjamin Bolaños-Rosero, Natalia Pagán-Zayas, Andrea Cortés-Nazario, Kara Wiggin, Sarah Allard, Josefina Romaguera, Jack A Gilbert

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

5 · Who and what money

Authors and funding

9 authors.

Filipa Godoy-VitorinoDepartment of Microbiology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan, PR 00936, USA.ORCID 0000-0003-1880-0498
Daniela Vargas-RoblesDepartment of Microbiology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan, PR 00936, USA.
Benjamin Bolaños-RoseroDepartment of Microbiology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan, PR 00936, USA.
Natalia Pagán-ZayasDepartment of Microbiology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan, PR 00936, USA.
Andrea Cortés-NazarioDepartment of Microbiology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan, PR 00936, USA.
Kara WigginDepartment of Pediatrics and Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA 92093, United States.
Sarah AllardDepartment of Pediatrics and Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA 92093, United States.
Josefina RomagueraDepartment of Obstetrics and Gynecology, University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan, PR 00936, USA.
Jack A GilbertDepartment of Pediatrics and Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA 92093, United States.ORCID 0000-0001-7920-7001

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
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 NOBOA-RAMOS, CARLAMARIE · 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
NIGMS NIH HHS P20 GM103475NIGMS NIH HHS P20 GM156713NIGMS NIH HHS U54 GM133807NIMHD NIH HHS U54 MD007600
6 · The paper itself

Abstract

The vaginal mycobiome, though a minor component of the cervicovaginal ecosystem, plays a crucial role in reproductive health and disease. However, its composition and interactions with bacterial communities remain poorly understood, particularly among Hispanic women, who experience disproportionately high rates of Human papillomavirus (HPV) infection and cervical cancer. We characterized the vaginal mycobiota across reproductive stages and examined its associations with cervical disease, HPV status, and bacterial community state types (CSTs) in 86 Hispanic participants from Puerto Rico using ITS1 amplicon sequencing. Amplicon sequence variants were inferred with QIIME2/DADA2 and taxonomically classified using the UNITE database, with diversity and discriminant taxa analyses applied to explore clinical and microbial associations. We detected 173 fungal Species Hypotheses, dominated by

Identifiers

PMID41648546
PMCPMC12871808

What OpenQuestion holds

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Registered trials

None linked

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.