Evidence map›Paper›PMID 36461062›Full record

ArticleBiomarker research2022

Protein biomarkers in cervicovaginal lavages for detection of endometrial cancer.

Paweł Łaniewski, Haiyan Cui, Nichole D Mahnert, Jamal Mourad, Matthew P Borst, Lyndsay Willmott, Dana M Chase, Denise J Roe, Melissa M Herbst-Kralovetz

Open access · goldAbstract read
In one paragraph

Article in Biomarker research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
3.7field-weighted citation impact, top 6% 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

15 citing papers in PubMed, 18 citations in OpenAlex.

  1. Draft genome ofMicrobiology resource announcements · 2026
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  3. Draft genome sequence of endometrialMicrobiology resource announcements · 2026
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  4. Draft genome sequence of endometrialMicrobiology resource announcements · 2026
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  5. Article
  6. Draft genome sequence of endometrialMicrobiology resource announcements · 2026
    Article
  7. Microbiome impacts quality of life in patients with endometrial cancer and benign gynecological conditions.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
    Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Cervicovaginal Metabolome and Tumor Characteristics for Endometrial Cancer Detection and Risk Stratification.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Article
  14. Article
  15. Article
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

9 authors at 2 institutions in 1 country.

Paweł ŁaniewskiCollege of Medicine - Phoenix, University of Arizona, 425 N. 5th St, Phoenix, AZ, 85004, USA.
Haiyan CuiUA Cancer Center, University of Arizona, 3838 N. Campbell Ave, Tucson, AZ, 85719, USA.
Nichole D MahnertCollege of Medicine - Phoenix, University of Arizona, 425 N. 5th St, Phoenix, AZ, 85004, USA.
Jamal MouradCollege of Medicine - Phoenix, University of Arizona, 425 N. 5th St, Phoenix, AZ, 85004, USA.
Matthew P BorstCollege of Medicine - Phoenix, University of Arizona, 425 N. 5th St, Phoenix, AZ, 85004, USA.
Lyndsay WillmottArizona Center for Cancer Care, 2222 E. Highland Ave, Phoenix, AZ, 85016, USA.
Dana M ChaseArizona Center for Cancer Care, 2222 E. Highland Ave, Phoenix, AZ, 85016, USA.
Denise J RoeUA Cancer Center, University of Arizona, 3838 N. Campbell Ave, Tucson, AZ, 85719, USA.
Melissa M Herbst-KralovetzCollege of Medicine - Phoenix, University of Arizona, 425 N. 5th St, Phoenix, AZ, 85004, USA. mherbst1@arizona.edu.
University of Arizona · USUniversity of Phoenix · US

Funding

Uranium as an Environmental Risk Factor for Cancer Among the NavajoU54CA143924 · NCI · UNIVERSITY OF ARIZONA · PI Jennifer Wright Bea · 2009 to 2026
$26.7M
NCI NIH HHS U54 CA143924
6 · The paper itself

Abstract

backgroundRates of endometrial cancer (EC) are increasing. For a definitive diagnosis, women undergo various time-consuming and painful medical procedures, such as endometrial biopsy with or without hysteroscopy, and dilation and curettage, which may create a barrier to early detection and treatment, particularly for women with inadequate healthcare access. Thus, there is a need to develop robust EC diagnostics based on non- or minimally-invasive sampling. The objective of this study was to quantify a broad range of immuno-oncology proteins in cervicovaginal lavage (CVL) samples and investigate these proteins as predictive diagnostic biomarkers for EC.

methodsOne hundred ninety-two women undergoing hysterectomy for benign or malignant indications were enrolled in this cross-sectional study. Classification of women to four disease groups: benign conditions (n = 108), endometrial hyperplasia (n = 18), low-grade endometrioid carcinoma (n = 53) and other EC subtypes (n = 13) was based on histopathology of biopsy samples collected after the surgery. CVL samples were collected in the operating room during the standard-of-care hysterectomy procedure. Concentrations of 72 proteins in CVL samples were evaluated using multiplex immunoassays. Global protein profiles were assessed using principal component and hierarchical clustering analyses. The relationships between protein levels and disease groups and disease severity were determined using Spearman correlation, univariate and multivariate receiver operating characteristics, and logistic regression analyses.

resultsWomen with EC and benign conditions exhibited distinctive cervicovaginal protein profiles. Several proteins in CVL samples (e.g., an immune checkpoint protein, TIM-3, growth factors, VEGF, TGF-α, and an anti-inflammatory cytokine, IL-10) discriminated EC from benign conditions, particularly, when tested in combinations with CA19-9, CA125, eotaxin, G-CSF, IL-6, MCP-1, MDC, MCP-3 and TRAIL (sensitivity of 86.1% and specificity of 87.9%). Furthermore, specific biomarkers (e.g., TIM-3, VEGF, TGF-α, TRAIL, MCP-3, IL-15, PD-L2, SCF) associated with histopathological tumor characteristics, including histological type and grade, tumor size, presence and depth of myometrial invasion or mismatch repair protein status, implying their potential utility for disease prognosis or monitoring therapies.

conclusionsThis proof-of-principle study demonstrated that cervicovaginal sampling coupled with multiplex immunoassay technology can offer a minimally to non-invasive method for EC detection.

Indexed as

Cervicovaginal microenvironmentEndometrial cancerMinimally to non-invasive diagnosticProtein biomarkerUterine cancerWomen’s health

Identifiers

PMID36461062
PMCPMC9717501
OpenAlexW4311104070

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.