Evidence map›Paper›PMID 41356699›Full record

ArticleJournal of oral microbiology2025

Functional profiling of the oral microbiome reveals microbial and oncogenic signatures in never-smoking female patients with oral squamous cell carcinoma.

Sung Min Kim, Zeba Praveen, Yeon-Hee Kim, Jae Hee Ko, Yong-Seok Choi, Joo Yong Park, Jong Ho Lee, Sung Weon Choi, Mi Kyung Kim

Abstract read
In one paragraph

Article in Journal of oral microbiology, 2025. 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. Review
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.

Sung Min KimOral Oncology Clinic, Research Institute & Hospital, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0009-0006-4090-3564
Zeba PraveenCancer Epidemiology Branch, Division of Cancer Epidemiology and Prevention, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0009-0001-4980-6684
Yeon-Hee KimCancer Epidemiology Branch, Division of Cancer Epidemiology and Prevention, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0003-4036-4661
Jae Hee KoOral Oncology Clinic, Research Institute & Hospital, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-5130-3066
Yong-Seok ChoiOral Oncology Clinic, Research Institute & Hospital, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-4384-0910
Joo Yong ParkOral Oncology Clinic, Research Institute & Hospital, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-0969-151X
Jong Ho LeeOral Oncology Clinic, Research Institute & Hospital, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-8843-545X
Sung Weon ChoiOral Oncology Clinic, Research Institute & Hospital, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-2038-2881
Mi Kyung KimCancer Epidemiology Branch, Division of Cancer Epidemiology and Prevention, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0001-5279-4162

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The pathogenesis of oral squamous cell carcinoma (OSCC) in never-smoking females remains poorly understood, as these patients lack traditional risk factors. This subgroup accounts for an increasing proportion of OSCC cases and may exhibit distinct tumor biology. Here, we investigated the association between the alterations in the salivary microbiome and OSCC in never-smoking female patients. Materials and methods: Saliva samples from 72 never-smoking female patients with OSCC and 494 never-smoking healthy female controls were analyzed using 16S rRNA gene sequencing. Microbial community structure and function were compared using statistical analyses, machine learning algorithms, and pathway prediction with PICRUSt2. Results: Patients with OSCC exhibited significantly different microbial diversity and composition compared to controls. The genera Conclusions: Salivary microbiome alterations, both taxonomic and functional, are associated with OSCC in never-smoking females. These findings suggest a potential microbial contribution to carcinogenesis in this unique patient population and offer novel insights into disease mechanisms.

Indexed as

LKB1machine learningnever-smoking femalesNF-kappa-Boral microbiomeOral squamous cell carcinomaPI3K-Akt signalingRhodococcus

Identifiers

PMID41356699
PMCPMC12679845

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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 OpenQuestion graph.