Evidence map›Paper›PMID 33594429›Full record

ArticleHuman reproduction (Oxford, England)2021

Association between bacterial vaginosis and fecundability in Kenyan women planning pregnancies: a prospective preconception cohort study.

Erica M Lokken, Lisa E Manhart, John Kinuthia, James P Hughes, Clayton Jisuvei, Khamis Mwinyikai, Charles H Muller, Kishor Mandaliya, Walter Jaoko, R Scott McClelland

Open access · bronzeAbstract read
In one paragraph

Article in Human reproduction (Oxford, England), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
2.9field-weighted citation impact, top 9% of its field
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

19 citing papers in PubMed, 1 synthesis or guideline pooled it, 24 citations in OpenAlex.

  1. Pooled it
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  5. Bacterial vaginosis.Nature reviews. Disease primers · 2025
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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

10 authors at 3 institutions in 2 countries.

Erica M LokkenDepartment of Global Health, University of Washington, Seattle, WA, USA.
Lisa E ManhartDepartment of Global Health, University of Washington, Seattle, WA, USA.
John KinuthiaDepartment of Obstetrics & Gynaecology, Kenyatta National Hospital, Nairobi, Kenya.
James P HughesDepartment of Biostatistics, University of Washington, Seattle, WA, USA.
Clayton JisuveiResearch and Programs, Kenyatta National Hospital, Nairobi, Kenya.
Khamis MwinyikaiDepartment of Medical Microbiology, University of Nairobi, Nairobi, Kenya.
Charles H MullerDepartment of Urology, University of Washington, Seattle, WA, USA.
Kishor MandaliyaPathcare, Mombasa, Kenya.
Walter JaokoDepartment of Medical Microbiology, University of Nairobi, Nairobi, Kenya.
R Scott McClellandDepartment of Global Health, University of Washington, Seattle, WA, USA.
University of Washington · USUniversity of Nairobi · KEKenyatta National Hospital · KE

Funding

Transform Dissemination and Implementation Science in CTSA ProgramsUL1TR002319 · NCATS · UNIVERSITY OF WASHINGTON · PI John K. Amory · 2017 to 2026
$100.0M
VENEREAL DISEASET32AI007140 · NIAID · UNIVERSITY OF WASHINGTON · PI Julia Cook Dombrowski · 1985 to 2026
$19.4M
Impact of periconceptual vaginal microbiota on women's risk of preterm birthR01HD087346 · NICHD · UNIVERSITY OF WASHINGTON · PI MCCLELLAND, RAYMOND SCOTT · 2016 to 2020
$3.3M
RCT of an Implementation Science Tool to Integrate HIV testing into Family Planning Services K24HD088229 · NICHD · UNIVERSITY OF WASHINGTON · PI MCCLELLAND, RAYMOND SCOTT · 2016 to 2020
$863k
Assessing vaginal microbial communities as a risk factor for HIV acquisition in pregnant and postpartum Kenyan womenF32HD100202 · NICHD · UNIVERSITY OF WASHINGTON · PI LOKKEN, ERICA M · 2019 to 2022
$159k
NCATS NIH HHS UL1 TR002319NIAID NIH HHS T32 AI007140NICHD NIH HHS F32 HD100202NICHD NIH HHS K24 HD088229NICHD NIH HHS R01 HD087346
6 · The paper itself

Abstract

study questionIs bacterial vaginosis (BV) associated with fecundability? SUMMARY ANSWER: Women with BV may be at increased risk for sub-fecundity. WHAT IS KNOWN ALREADY: While BV has been associated with poor IVF outcomes, the association between vaginal microbiota disruption and non-medically assisted conception has not been thoroughly explored. STUDY DESIGN, SIZE, DURATION: Kenyan women with fertility intent were enrolled in prospective cohort that included monthly preconception visits with vaginal fluid specimen collection and pregnancy testing. Four hundred fifty-eight women attempting pregnancy for ≤3 menstrual cycles at enrollment were eligible for this fecundability analysis. PARTICIPANTS/MATERIALS, SETTING,

methodsAt monthly preconception visits, participants reported the first day of last menstrual period and sexual behavior, underwent pregnancy testing and provided vaginal specimens. Discrete time proportional probabilities models were used to estimate fecundability ratios (FRs) and 95% CI in menstrual cycles with and without BV (Nugent score ≥ 7) at the visit prior to each pregnancy test. We also assessed the association between persistent BV (BV at two consecutive visits) and fecundability. MAIN RESULTS AND THE ROLE OF CHANCE: Participants contributed 1376 menstrual cycles; 18.5% (n = 255) resulted in pregnancy. After adjusting for age, frequency of condomless sex and study site, BV at the visit prior to pregnancy testing was associated with a 17% lower fecundability (adjusted FR (aFR) 0.83, 95% CI 0.6-1.1). Persistent BV was associated with a 43% reduction in fecundability compared to cycles characterized by optimal vaginal health (aFR 0.57, 95% CI 0.4-0.8). LIMITATIONS, REASONS FOR CAUTION: Detection of vaginal microbiota disruption using Gram stain and a point-of-care test for elevated sialidase identified a non-optimal vaginal environment, but these non-specific methods may miss important relationships that could be identified by characterizing individual vaginal bacteria and bacterial communities using molecular methods. In addition, results may be subject to residual confounding by condomless sex as this was reported for the prior month rather than for the fertile window during each cycle. WIDER IMPLICATIONS OF THE

findingsGiven the high global prevalence of BV and infertility, an association between BV and reduced fecundability could have important implications for a large number of women who wish to conceive. Multi-omics approaches to studying the vaginal microbiota may provide key insights into this association and identify potential targets for intervention. STUDY FUNDING/COMPETING INTEREST(S): This work was supported by a National Institutes of Health grant (NICHD R01 HD087346-R.S.M.). R.S.M. received additional support for mentoring (NICHD K24 HD88229). E.M.L. was supported by pre- and post-doctoral fellowships (NIAID T32 AI07140, NICHD F32 HD100202). Data collection and management were made possible using REDCap electronic data capture tools hosted at the University of Washington's Institute of Translational Health Science supported by grants from NCATS/NIH (UL1 TR002319). The content of this paper is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. R.S.M. receives research funding, paid to the University of Washington, from Hologic Corporation, and has received honoraria for consulting from Lupin Pharmaceuticals. L.E.M. receives research funding, paid to the University of Washington, from Hologic Corporation, and has received honoraria for service on scientific advisory boards from Hologic and Nabriva Therapeutics. TRIAL REGISTRATION NUMBER: N/A.

Indexed as

Vaginosis, BacterialCohort StudiesFemaleFertilityHumansKenyaPregnancyProspective Studiesbacterial vaginosis / vaginal microbiota / fecundability / infertility / conception

Identifiers

PMID33594429
PMCPMC8679172
OpenAlexW3131978790

What Socratic holds

Textmetadata
Read underepoch 390

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 Socratic graph.