Evidence map›Paper›PMID 42028293›Full record

ArticleBiophotonics discovery2025

Investigating microbiota and biochemical changes in vaginal fluid toward point-of-care microbial monitoring using surface-enhanced Raman spectroscopy.

Anna S Rourke-Funderburg, Viannely A Francisco, Dalton J Nelson, Kate L Goncalves, Frederick R Haselton, Emad Elsamadicy, Andrea K Locke

Abstract read
In one paragraph

Article in Biophotonics discovery, 2025. 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

7 authors.

Anna S Rourke-FunderburgVanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee, United States.ORCID https://orcid.org/0000-0002-7043-1370
Viannely A FranciscoVanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee, United States.ORCID https://orcid.org/0009-0007-0294-2834
Dalton J NelsonVanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee, United States.
Kate L GoncalvesVanderbilt University, Vanderbilt Biophotonics Center, Nashville, Tennessee, United States.
Frederick R HaseltonVanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee, United States.
Emad ElsamadicyVanderbilt University Medical Center, Division of Maternal Fetal Medicine, Department of Obstetrics & Gynecology, Nashville, Tennessee, United States.
Andrea K LockeVanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee, United States.ORCID https://orcid.org/0000-0002-7357-9688

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: Vaginal health is maintained by the vaginal microbiome, and dysbiosis of this community can have lifelong negative consequences for women. Current clinical techniques for detecting bacteria in the vagina rely on subjective visual and microscopic analysis or untimely microbial culturing. Surface-enhanced Raman spectroscopy (SERS), a biochemical fingerprinting technique, shows potential for filling this gap as it can identify bacterial species and strains. Aim: In this study, SERS was used to investigate biochemical changes in vaginal fluid when common vaginal bacteria were present and absent. Subsequently, the performance of a portable Raman spectrometer to detect these biochemical changes was evaluated. Approach: Vaginal fluid was collected from participants attending routine gynecology exams, and SERS spectra were collected using a Raman microscope and a portable spectrometer. Partial least squares, peak intensity, and peak ratio analysis were used to investigate biochemical differences. Quantitative polymerase chain reaction was performed for characterization of Results: Conclusion: We highlight the feasibility of SERS for detecting differences in bacterial species presence in vaginal fluid and showcase the potential for clinical translation.

Indexed as

bacteriamicrobiomesurface-enhanced Raman spectroscopyvaginal fluidvaginal health

Identifiers

PMID42028293
PMCPMC13101066

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.