Evidence map›Paper›PMID 41983148›Full record

ArticleOpen forum infectious diseases2026

Systemic Immune-Inflammation Markers Associate With Cervical Human Papillomavirus Infection in Asymptomatic Women.

Myung-Gun Cho, Yoosoo Chang, Seungho Ryu

Abstract read
In one paragraph

Article in Open forum infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Myung-Gun ChoDepartment of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, South Korea.ORCID https://orcid.org/0000-0003-4739-6607
Yoosoo ChangDepartment of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, South Korea.ORCID https://orcid.org/0000-0002-6945-9050
Seungho RyuDepartment of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, South Korea.ORCID https://orcid.org/0000-0002-3927-8646

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Human papillomavirus (HPV), a major cause of cervical cancer, typically remains localized to the cervix. However, there is limited understanding of whether this localized infection is associated with systemic immune responses in asymptomatic women, beyond the immediate cervical microenvironment. This study aimed to assess whether systemic immune-inflammation markers are linked to HPV infection and HPV-related cytological abnormalities in asymptomatic women undergoing health screening. Methods: This cross-sectional study included women from the Kangbuk Samsung Health Study who underwent HPV DNA testing and cervical cytology between 2016 and 2022. Participants were categorized as H0C0 (HPV-negative and normal cytology), H1C0 (HPV-positive and normal cytology), and H1C1 (HPV-positive and abnormal cytology, defined as low-grade abnormalities, including atypical squamous cells of undetermined significance and low-grade squamous intraepithelial lesions). Systemic immune-inflammation markers, including white blood cell-derived indices, high-sensitivity C-reactive protein, systemic inflammation response index (SIRI), lymphocyte-to-monocyte ratio (LMR), and neutrophil-to-monocyte ratio (NMR), were analyzed. Multinomial logistic regression was used to estimate the odds ratios (ORs) by biomarker quintiles and per 1-standard deviation (SD) increase. Results: Among 145 889 women (mean age 40.4 years), 6535 were classified as H1C0 and 2820 were classified as H1C1. Individuals with higher monocyte counts (Q5 vs Q1) had a significantly higher risk of H1C0 (OR = 1.14, 95% confidence interval [CI]: 1.06-1.24) and H1C1 (OR = 1.22, 95% CI: 1.08-1.37). Similarly, SIRI was positively associated with HPV infection status, with increasing odds for both H1C0 and H1C1 compared with H0C0, whereas LMR and NMR were inversely associated with H1C1. Per 1-SD increase, LMR was inversely associated with both H1C0 (OR = 0.71, 95% CI: 0.59-0.87) and H1C1 (OR = 0.48, 95% CI: 0.35-0.65), while monocyte count showed a positive association. Conclusions: Human papillomavirus infection was associated with systemic immune-inflammatory changes, most notably elevated monocyte count and related indices, even in individuals without cytological abnormalities. These findings highlight the potential relevance of monocyte-related markers for capturing the systemic immune effects of HPV infection beyond localized cervical changes.

Indexed as

cervical cytologyhuman papillomavirusleukocytesmonocytessystemic immune-inflammation markerswomen's health screening

Identifiers

PMID41983148
PMCPMC13075954

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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.