Evidence map›Paper›PMID 42694775›Full record

ArticleJournal of oral microbiology2026

Lesion-specific oral microbiome signatures and predicted carcinogenic pathways in oral squamous cell carcinoma: a paired-site study in Pakistan.

Muhammad Irfan Shouq, Hafiz Ghulam Murtaza Saleem, Yuezhu Wang, Muhammad Sohail, Abid Hussain, Huayue Zhang, Huajun Zheng

Abstract read
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Article in Journal of oral microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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.

Muhammad Irfan ShouqDepartment of Medical Lab Technology, Faculty of Rehabilitation & Allied Health Sciences, Riphah International University, Islamabad, Lahore, Pakistan.ORCID https://orcid.org/0009-0008-0305-7412
Hafiz Ghulam Murtaza SaleemDepartment of Medical Lab Technology, Faculty of Rehabilitation & Allied Health Sciences, Riphah International University, Islamabad, Lahore, Pakistan.ORCID https://orcid.org/0000-0003-1477-0113
Yuezhu WangShanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China.
Muhammad SohailDepartment of Medical Lab Technology, Faculty of Rehabilitation & Allied Health Sciences, Riphah International University, Islamabad, Lahore, Pakistan.ORCID https://orcid.org/0000-0001-5035-5019
Abid HussainNational Food Institute, Technical University of Denmark, Lyngby, Denmark.ORCID https://orcid.org/0000-0001-8661-9522
Huayue ZhangShanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China.
Huajun ZhengShanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China.ORCID https://orcid.org/0000-0002-9242-4040

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Oral squamous cell carcinoma accounts for over 90% of oral neoplasms. Despite therapeutic advances, the lack of reliable, non-invasive biomarkers and delayed diagnosis continues to impede effective clinical management. By combining paired lesion and non-lesion sampling with predictive metagenomics analysis, our study addresses this gap and advances the current understanding of microbiome‒tumor interactions. Methods: We analyzed 92 buccal swab samples from 39 OSCC patients and 14 healthy controls using 16S rRNA gene (V3-V4) sequencing. Taxonomic profiling was conducted using QIIME2 and SILVA/eHOMD databases, functional pathways were predicted using PICRUSt2, and hub taxa were identified through co-abundance network analysis. Results: Microbial community structure differed significantly across lesion, non-lesion, and healthy sites (PERMANOVA, Conclusion: Our findings define a lesion-specific microbial signature of OSCC characterized by the depletion of health-associated taxa, enrichment of pro-inflammatory pathobionts, and predicted associations with metabolic pathways implicated in carcinogenesis. These alterations reflect a predicted functionally altered tumor microenvironment.

Indexed as

16S rRNA genebiomarkersdysbiosisOral microbiomeoral squamous cell carcinomaPrevotella intermediaSegatella oulorum

Identifiers

PMID42694775
PMCPMC13539788

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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.