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Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing

SIMPLE SUMMARY: Smoking is the commonest cause of oral cavity squamous cell carcinoma (OC-SCC), but the cause of OC-SCC in nonsmokers is unknown. Our primary goal was to use metagenomic shotgun sequencing (MSS) to directly define the taxonomic composition and functional potential of oral metagenome...

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Autores principales: Ganly, Ian, Hao, Yuhan, Rosenthal, Matthew, Wang, Hongmei, Migliacci, Jocelyn, Huang, Bin, Katabi, Nora, Brown, Stuart, Tang, Yi-Wei, Pei, Zhiheng, Yang, Liying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9776653/
https://www.ncbi.nlm.nih.gov/pubmed/36551584
http://dx.doi.org/10.3390/cancers14246096
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author Ganly, Ian
Hao, Yuhan
Rosenthal, Matthew
Wang, Hongmei
Migliacci, Jocelyn
Huang, Bin
Katabi, Nora
Brown, Stuart
Tang, Yi-Wei
Pei, Zhiheng
Yang, Liying
author_facet Ganly, Ian
Hao, Yuhan
Rosenthal, Matthew
Wang, Hongmei
Migliacci, Jocelyn
Huang, Bin
Katabi, Nora
Brown, Stuart
Tang, Yi-Wei
Pei, Zhiheng
Yang, Liying
author_sort Ganly, Ian
collection PubMed
description SIMPLE SUMMARY: Smoking is the commonest cause of oral cavity squamous cell carcinoma (OC-SCC), but the cause of OC-SCC in nonsmokers is unknown. Our primary goal was to use metagenomic shotgun sequencing (MSS) to directly define the taxonomic composition and functional potential of oral metagenome in nonsmokers with OC-SCC. We found three bacterial phyla, one genus, and one species were enriched in OC-SCC while two phyla, five genera, and 18 species were enriched in controls. Pathways related to metabolism of flavin, biotin, thiamine, heme, sugars, fatty acids, peptidoglycans, and tRNA were more abundant in OC-SCC while those related to metabolism of nucleotides and essential amino acids were more abundant in controls. The MSS method achieved similar results to the commonly used 16S rRNA gene survey in compositional differentiation but differed greatly from prediction using 16S rRNA genes in functional differentiation of microbiomes in OC-SCC and controls. ABSTRACT: Objectives: Smoking is the commonest cause of oral cavity squamous cell carcinoma (OC-SCC), but the etiology of OC-SCC in nonsmokers is unknown. Our primary goal was to use metagenomic shotgun sequencing (MSS) to define the taxonomic composition and functional potential of oral metagenome in nonsmokers with OC-SCC. Methods: We conducted a case–control study with 42 OC-SCC case and 45 control nonsmokers. MSS was performed on DNA extracted from mouthwash samples. Taxonomic analysis and pathway analysis were done using MetaPhlAn2 and HUMAnN2, respectively. Statistical difference was determined using the Mann–Whitney test controlling false discovery rate. Results: There was no significant difference in age, sex, race, or alcohol consumption between OC-SCC and control patients. There was a significant difference in beta diversity between OC-SCC and controls. At the phylum level, Bacteroidetes and Synergistetes were overly represented in OC-SCC while Actinobacteria and Firmicutes were overly represented in controls. At the genus level, Fusobacterium was overly represented in OC-SCC compared with controls, while Corynebacterium, Streptococcus, Actinomyces, Cryptobacterium, and Selenomonas were overly represented in controls. Bacterial pathway analysis identified overrepresentation in OC-SCC of pathways related to metabolism of flavin, biotin, thiamin, heme, sugars, fatty acids, peptidoglycans, and tRNA and overrepresentation of nucleotides and essential amino acids in controls. Conclusions: The oral microbiome in nonsmoker patients with OC-SCC is significantly different from that of nonsmoker control patients in taxonomic compositions and functional potentials. Our study’s MSS findings matched with previous 16S-based methods in taxonomic differentiation but varied greatly in functional differentiation of microbiomes in OC-SCC and controls.
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spelling pubmed-97766532022-12-23 Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing Ganly, Ian Hao, Yuhan Rosenthal, Matthew Wang, Hongmei Migliacci, Jocelyn Huang, Bin Katabi, Nora Brown, Stuart Tang, Yi-Wei Pei, Zhiheng Yang, Liying Cancers (Basel) Article SIMPLE SUMMARY: Smoking is the commonest cause of oral cavity squamous cell carcinoma (OC-SCC), but the cause of OC-SCC in nonsmokers is unknown. Our primary goal was to use metagenomic shotgun sequencing (MSS) to directly define the taxonomic composition and functional potential of oral metagenome in nonsmokers with OC-SCC. We found three bacterial phyla, one genus, and one species were enriched in OC-SCC while two phyla, five genera, and 18 species were enriched in controls. Pathways related to metabolism of flavin, biotin, thiamine, heme, sugars, fatty acids, peptidoglycans, and tRNA were more abundant in OC-SCC while those related to metabolism of nucleotides and essential amino acids were more abundant in controls. The MSS method achieved similar results to the commonly used 16S rRNA gene survey in compositional differentiation but differed greatly from prediction using 16S rRNA genes in functional differentiation of microbiomes in OC-SCC and controls. ABSTRACT: Objectives: Smoking is the commonest cause of oral cavity squamous cell carcinoma (OC-SCC), but the etiology of OC-SCC in nonsmokers is unknown. Our primary goal was to use metagenomic shotgun sequencing (MSS) to define the taxonomic composition and functional potential of oral metagenome in nonsmokers with OC-SCC. Methods: We conducted a case–control study with 42 OC-SCC case and 45 control nonsmokers. MSS was performed on DNA extracted from mouthwash samples. Taxonomic analysis and pathway analysis were done using MetaPhlAn2 and HUMAnN2, respectively. Statistical difference was determined using the Mann–Whitney test controlling false discovery rate. Results: There was no significant difference in age, sex, race, or alcohol consumption between OC-SCC and control patients. There was a significant difference in beta diversity between OC-SCC and controls. At the phylum level, Bacteroidetes and Synergistetes were overly represented in OC-SCC while Actinobacteria and Firmicutes were overly represented in controls. At the genus level, Fusobacterium was overly represented in OC-SCC compared with controls, while Corynebacterium, Streptococcus, Actinomyces, Cryptobacterium, and Selenomonas were overly represented in controls. Bacterial pathway analysis identified overrepresentation in OC-SCC of pathways related to metabolism of flavin, biotin, thiamin, heme, sugars, fatty acids, peptidoglycans, and tRNA and overrepresentation of nucleotides and essential amino acids in controls. Conclusions: The oral microbiome in nonsmoker patients with OC-SCC is significantly different from that of nonsmoker control patients in taxonomic compositions and functional potentials. Our study’s MSS findings matched with previous 16S-based methods in taxonomic differentiation but varied greatly in functional differentiation of microbiomes in OC-SCC and controls. MDPI 2022-12-11 /pmc/articles/PMC9776653/ /pubmed/36551584 http://dx.doi.org/10.3390/cancers14246096 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ganly, Ian
Hao, Yuhan
Rosenthal, Matthew
Wang, Hongmei
Migliacci, Jocelyn
Huang, Bin
Katabi, Nora
Brown, Stuart
Tang, Yi-Wei
Pei, Zhiheng
Yang, Liying
Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing
title Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing
title_full Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing
title_fullStr Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing
title_full_unstemmed Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing
title_short Oral Microbiome in Nonsmoker Patients with Oral Cavity Squamous Cell Carcinoma, Defined by Metagenomic Shotgun Sequencing
title_sort oral microbiome in nonsmoker patients with oral cavity squamous cell carcinoma, defined by metagenomic shotgun sequencing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9776653/
https://www.ncbi.nlm.nih.gov/pubmed/36551584
http://dx.doi.org/10.3390/cancers14246096
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