Evidence map›Paper›PMID 41832408›Full record

ArticleBMC infectious diseases2026

Heavy metals and prevalence of sexually transmitted infections: a cross-sectional study using data from the National Health and Nutrition Examination Survey (NHANES) 2003-2016.

Brandie DePaoli Taylor, Akaninyene Noah, Victor Adekanmbi, Yuanyi Zhang, Marybeth Ingle, Abbey Berenson

Abstract read
In one paragraph

Article in BMC infectious diseases, 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
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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

6 authors.

Brandie DePaoli TaylorAdvocate Aurora Research Institute, 750 W. Virginia Street, Milwaukee, WI, 53204, USA. brandie.taylor@aah.org.ORCID http://orcid.org/0000-0002-8234-1815
Akaninyene NoahAdvocate Aurora Research Institute, 750 W. Virginia Street, Milwaukee, WI, 53204, USA.ORCID http://orcid.org/0000-0003-2002-6147
Victor AdekanmbiDepartment of Obstetrics and Gynecology, University of Texas Medical Branch, Galveston, TX, USA.ORCID http://orcid.org/0000-0002-7394-1640
Yuanyi ZhangDepartment of Biostatistics and Data Science, University of Texas Medical Branch, Galveston, TX, USA.
Marybeth IngleAdvocate Aurora Research Institute, 750 W. Virginia Street, Milwaukee, WI, 53204, USA.ORCID http://orcid.org/0000-0001-8392-2796
Abbey BerensonDepartment of Obstetrics and Gynecology, University of Texas Medical Branch, Galveston, TX, USA.ORCID http://orcid.org/0000-0002-5007-1080

Funding

UTMB WOMEN'S HEALTH RESEARCH SCHOLARS PROGRAMK12HD052023 · NICHD · UNIVERSITY OF TEXAS MEDICAL BR GALVESTON · PI BERENSON, ABBEY B · 2005 to 2023
$8.1M
NIH HHS K12HD052023
6 · The paper itself

Abstract

backgroundHeavy metals can impact immune system function by increasing susceptibility and progression of infections. Few studies have considered if heavy metals are associated with sexually transmitted infections (STIs). Our aim was to examine the relationship between heavy metals measured in urine and STIs.

methodsWe conducted a cross-sectional study using data from the National Health and Nutrition Examination Survey (NHANES). We examined Chlamydia trachomatis and high-risk human papillomavirus (HPV) genotypes, two of the most common STIs. Nine heavy metals measured in urine were included in the analyses. Poisson regression with robust error variance was used to determine the prevalence ratio (PR) and 95% confidence intervals (95% CI) for the association between the heavy metals and STIs. All models adjusted for age, smoking, race and ethnicity, sex, and the poverty-index ratio.

resultsUrinary levels of uranium (PR 1.20, 95% CI 1.05–1.36) and antimony (PR 1.20, 95% CI 1.01–1.44) were associated with chlamydia. Urine barium (PR 1.17, 95% CI 1.06–1.29) was associated with HPV 16/18 genotypes. Similar patterns were observed for urine antimony, cadmium, cesium, lead, mercury, tungsten, and uranium. When stratified by sex, these associations were only observed among female participants.

conclusionsOur findings indicate that heavy metal exposure was associated with STIs. Because this was a cross-sectional study, we cannot determine temporality, and additional research is needed.

Indexed as

Metals, HeavySexually Transmitted DiseasesAdolescentAdultChlamydia InfectionsChlamydia trachomatisCross-Sectional StudiesFemaleHuman Papillomavirus VirusesHumansMaleMiddle AgedNutrition SurveysPapillomavirus InfectionsPrevalenceUnited StatesMetals, HeavyChlamydiaEnvironmental pollutionHuman papillomavirusMetalsNutrition surveys

Identifiers

PMID41832408
PMCPMC13104216

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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.