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Oral Biofilm Sampling for Microbiome Analysis in Healthy Children
Published on: December 31, 2017
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Exploring oral microbiome in oral squamous cell carcinoma across environment-associated sample types
Zizheng Wang1,2,3, Yilong Chen1,2, Haoning Li4
1West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Microbiology Spectrum
|February 27, 2025
Summary
This meta-analysis reveals distinct oral microbiome profiles in oral squamous cell carcinoma (OSCC) across different sample types. A diagnostic model using swab samples shows promise for early OSCC detection.
Area of Science:
- Microbiology
- Oncology
- Genomics
Background:
- The oral microbiome's role in oral squamous cell carcinoma (OSCC) is recognized, but systematic evaluations are lacking.
- Previous studies on the oral microbiome and OSCC were primarily single-center, limiting generalizability.
- Understanding microbiome alterations across OSCC phenotypes is crucial for cancer progression insights.
Purpose of the Study:
- To conduct a comprehensive meta-analysis of OSCC-related 16S rRNA gene data to characterize oral microbiome dynamics.
- To investigate differences in oral microbiome composition across various sample types and OSCC phenotypes.
- To develop and validate a diagnostic model for OSCC detection based on oral microbial signatures.
Main Methods:
- Performed a meta-analysis of 1,255 samples from diverse OSCC-related 16S rRNA gene datasets.
- Analyzed microbiome differences between sample types (Biopsy, Swab) and OSCC groups (Cancer, Normal Adjacent Tissue, Fibroepithelial Polyp).
- Developed a random forest diagnostic model using Swab samples and validated it on a separate sequencing platform.
Main Results:
- Distinct oral microbiome characteristics were observed between Biopsy and Swab samples across different phenotypes.
- Biopsy samples showed higher similarity between Cancer and Normal Adjacent Tissue (NAT) groups compared to Fibroepithelial Polyp (FEP) samples.
- The diagnostic model achieved an AUC of 0.918 on Swab samples and 0.849 on an independent dataset, demonstrating diagnostic potential.
Conclusions:
- The oral microbiome composition varies significantly by sample type and OSCC progression stage.
- Swab samples hold potential for developing reliable diagnostic tools for OSCC.
- This study provides a comprehensive overview of oral microbiome dynamics in OSCC, aiding early detection and treatment strategies.
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