Association Between Oral Microbiota and Cigarette Smoking in the Chinese Population

The oral microbiota has been observed to be influenced by cigarette smoking and linked to several human diseases. However, research on the effect of cigarette smoking on the oral microbiota has not been systematically conducted in the Chinese population. We profiled the oral microbiota of 316 health...

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Main Authors: Yi-Jing Jia, Ying Liao, Yong-Qiao He, Mei-Qi Zheng, Xia-Ting Tong, Wen-Qiong Xue, Jiang-Bo Zhang, Lei-Lei Yuan, Wen-Li Zhang, Wei-Hua Jia
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Cellular and Infection Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcimb.2021.658203/full
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language English
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author Yi-Jing Jia
Yi-Jing Jia
Ying Liao
Yong-Qiao He
Mei-Qi Zheng
Xia-Ting Tong
Xia-Ting Tong
Wen-Qiong Xue
Jiang-Bo Zhang
Lei-Lei Yuan
Lei-Lei Yuan
Wen-Li Zhang
Wei-Hua Jia
Wei-Hua Jia
spellingShingle Yi-Jing Jia
Yi-Jing Jia
Ying Liao
Yong-Qiao He
Mei-Qi Zheng
Xia-Ting Tong
Xia-Ting Tong
Wen-Qiong Xue
Jiang-Bo Zhang
Lei-Lei Yuan
Lei-Lei Yuan
Wen-Li Zhang
Wei-Hua Jia
Wei-Hua Jia
Association Between Oral Microbiota and Cigarette Smoking in the Chinese Population
Frontiers in Cellular and Infection Microbiology
oral microbiota
cigarette smoking
16S rRNA gene sequencing
China
saliva
author_facet Yi-Jing Jia
Yi-Jing Jia
Ying Liao
Yong-Qiao He
Mei-Qi Zheng
Xia-Ting Tong
Xia-Ting Tong
Wen-Qiong Xue
Jiang-Bo Zhang
Lei-Lei Yuan
Lei-Lei Yuan
Wen-Li Zhang
Wei-Hua Jia
Wei-Hua Jia
author_sort Yi-Jing Jia
title Association Between Oral Microbiota and Cigarette Smoking in the Chinese Population
title_short Association Between Oral Microbiota and Cigarette Smoking in the Chinese Population
title_full Association Between Oral Microbiota and Cigarette Smoking in the Chinese Population
title_fullStr Association Between Oral Microbiota and Cigarette Smoking in the Chinese Population
title_full_unstemmed Association Between Oral Microbiota and Cigarette Smoking in the Chinese Population
title_sort association between oral microbiota and cigarette smoking in the chinese population
publisher Frontiers Media S.A.
series Frontiers in Cellular and Infection Microbiology
issn 2235-2988
publishDate 2021-05-01
description The oral microbiota has been observed to be influenced by cigarette smoking and linked to several human diseases. However, research on the effect of cigarette smoking on the oral microbiota has not been systematically conducted in the Chinese population. We profiled the oral microbiota of 316 healthy subjects in the Chinese population by 16S rRNA gene sequencing. The alpha diversity of oral microbiota was different between never smokers and smokers (P = 0.002). Several bacterial taxa were first reported to be associated with cigarette smoking by LEfSe analysis, including Moryella (q = 1.56E-04), Bulleidia (q = 1.65E-06), and Moraxella (q = 3.52E-02) at the genus level and Rothia dentocariosa (q = 1.55E-02), Prevotella melaninogenica (q = 8.48E-08), Prevotella pallens (q = 4.13E-03), Bulleidia moorei (q = 1.79E-06), Rothia aeria (q = 3.83E-06), Actinobacillus parahaemolyticus (q = 2.28E-04), and Haemophilus parainfluenzae (q = 4.82E-02) at the species level. Two nitrite-producing bacteria that can increase the acidity of the oral cavity, Actinomyces and Veillonella, were also enriched in smokers with FDR-adjusted q-values of 3.62E-06 and 1.10E-06, respectively. Notably, we observed that two acid production-related pathways, amino acid-related enzymes (q = 6.19E-05) and amino sugar and nucleotide sugar metabolism (q = 2.63E-06), were increased in smokers by PICRUSt analysis. Finally, the co-occurrence analysis demonstrated that smoker-enriched bacteria were significantly positively associated with each other and were negatively correlated with the bacteria decreased in smokers. Our results suggested that cigarette smoking may affect oral health by creating a different environment by altering bacterial abundance, connections among oral microbiota, and the microbiota and their metabolic function.
topic oral microbiota
cigarette smoking
16S rRNA gene sequencing
China
saliva
url https://www.frontiersin.org/articles/10.3389/fcimb.2021.658203/full
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spelling doaj-712783e35f3e4413a5c432a08cc751342021-05-28T14:46:04ZengFrontiers Media S.A.Frontiers in Cellular and Infection Microbiology2235-29882021-05-011110.3389/fcimb.2021.658203658203Association Between Oral Microbiota and Cigarette Smoking in the Chinese PopulationYi-Jing Jia0Yi-Jing Jia1Ying Liao2Yong-Qiao He3Mei-Qi Zheng4Xia-Ting Tong5Xia-Ting Tong6Wen-Qiong Xue7Jiang-Bo Zhang8Lei-Lei Yuan9Lei-Lei Yuan10Wen-Li Zhang11Wei-Hua Jia12Wei-Hua Jia13School of Public Health, Sun Yat‐sen University, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaSchool of Public Health, Sun Yat‐sen University, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaSchool of Public Health, Sun Yat‐sen University, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaSchool of Public Health, Sun Yat‐sen University, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat‐sen University Cancer Center, Guangzhou, ChinaThe oral microbiota has been observed to be influenced by cigarette smoking and linked to several human diseases. However, research on the effect of cigarette smoking on the oral microbiota has not been systematically conducted in the Chinese population. We profiled the oral microbiota of 316 healthy subjects in the Chinese population by 16S rRNA gene sequencing. The alpha diversity of oral microbiota was different between never smokers and smokers (P = 0.002). Several bacterial taxa were first reported to be associated with cigarette smoking by LEfSe analysis, including Moryella (q = 1.56E-04), Bulleidia (q = 1.65E-06), and Moraxella (q = 3.52E-02) at the genus level and Rothia dentocariosa (q = 1.55E-02), Prevotella melaninogenica (q = 8.48E-08), Prevotella pallens (q = 4.13E-03), Bulleidia moorei (q = 1.79E-06), Rothia aeria (q = 3.83E-06), Actinobacillus parahaemolyticus (q = 2.28E-04), and Haemophilus parainfluenzae (q = 4.82E-02) at the species level. Two nitrite-producing bacteria that can increase the acidity of the oral cavity, Actinomyces and Veillonella, were also enriched in smokers with FDR-adjusted q-values of 3.62E-06 and 1.10E-06, respectively. Notably, we observed that two acid production-related pathways, amino acid-related enzymes (q = 6.19E-05) and amino sugar and nucleotide sugar metabolism (q = 2.63E-06), were increased in smokers by PICRUSt analysis. Finally, the co-occurrence analysis demonstrated that smoker-enriched bacteria were significantly positively associated with each other and were negatively correlated with the bacteria decreased in smokers. Our results suggested that cigarette smoking may affect oral health by creating a different environment by altering bacterial abundance, connections among oral microbiota, and the microbiota and their metabolic function.https://www.frontiersin.org/articles/10.3389/fcimb.2021.658203/fulloral microbiotacigarette smoking16S rRNA gene sequencingChinasaliva