Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan
There is accumulating evidence in the biomedical literature suggesting the role of smoking in increasing the risk of oral diseases including some oral cancers. Smoking alters microbial attributes of the oral cavity by decreasing the commensal microbial population and increasing the pathogenic microb...
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doaj-a04eef65b534459abbe9b735b3ae16022020-11-25T01:54:14ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012019-12-0117125610.3390/ijerph17010256ijerph17010256Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in JordanWalid Al-Zyoud0Rima Hajjo1Ahmed Abu-Siniyeh2Sarah Hajjaj3Department of Biomedical Engineering, School of Applied Medical Sciences, German Jordanian University, Amman 11180, JordanDepartment of Pharmaceutical Sciences, School of Pharmacy, Al-Zaytoonah University of Jordan, Amman 11733, JordanClinical Laboratory Sciences Department, College of Applied Medical Science, Taif University, Taif 11099, Saudi ArabiaDepartment of Biomedical Engineering, School of Applied Medical Sciences, German Jordanian University, Amman 11180, JordanThere is accumulating evidence in the biomedical literature suggesting the role of smoking in increasing the risk of oral diseases including some oral cancers. Smoking alters microbial attributes of the oral cavity by decreasing the commensal microbial population and increasing the pathogenic microbes. This study aims to investigate the shift in the salivary microbiota between smokers and non-smokers in Jordan. Our methods relied on high-throughput next-generation sequencing (NGS) experiments for V3-V4 hypervariable regions of the 16S rRNA gene, followed by comprehensive bioinformatics analysis including advanced multidimensional data visualization methods and statistical analysis approaches. Six genera—<i>Streptococcus</i>, <i>Prevotella</i>, <i>Vellionella</i>, <i>Rothia</i>, <i>Neisseria</i>, and <i>Haemophilus</i>—predominated the salivary microbiota of all samples with different percentages suggesting the possibility for the salivary microbiome to restored after quitting smoking. Three genera—<i>Streptococcus</i>, <i>Prevotella</i>, and <i>Veillonella</i>—showed significantly elevated levels among smokers at the expense of <i>Neisseria</i> in non-smokers. In conclusion, smoking has a definite impact on shifting the salivary microbiota in smokers. We can suggest that there is microbial signature at the genera level that can be used to classify smokers and non-smokers by Linear Discriminant Analysis Effect Size (LEfSe) based on the salivary abundance of genera. Proteomics and metabolomics studies are highly recommended to fully understand the effect of bacterial endotoxin release and xenobiotic metabolism on the bacterial interrelationships in the salivary microbiome and how they affect the growth of each other in the saliva of smokers.https://www.mdpi.com/1660-4601/17/1/256salivamicrobiomemicrobiotasmoking16s rrnanext-generation sequencingoperational taxonomic unit (otu)bioinformaticsjordan |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Walid Al-Zyoud Rima Hajjo Ahmed Abu-Siniyeh Sarah Hajjaj |
spellingShingle |
Walid Al-Zyoud Rima Hajjo Ahmed Abu-Siniyeh Sarah Hajjaj Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan International Journal of Environmental Research and Public Health saliva microbiome microbiota smoking 16s rrna next-generation sequencing operational taxonomic unit (otu) bioinformatics jordan |
author_facet |
Walid Al-Zyoud Rima Hajjo Ahmed Abu-Siniyeh Sarah Hajjaj |
author_sort |
Walid Al-Zyoud |
title |
Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan |
title_short |
Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan |
title_full |
Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan |
title_fullStr |
Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan |
title_full_unstemmed |
Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan |
title_sort |
salivary microbiome and cigarette smoking: a first of its kind investigation in jordan |
publisher |
MDPI AG |
series |
International Journal of Environmental Research and Public Health |
issn |
1660-4601 |
publishDate |
2019-12-01 |
description |
There is accumulating evidence in the biomedical literature suggesting the role of smoking in increasing the risk of oral diseases including some oral cancers. Smoking alters microbial attributes of the oral cavity by decreasing the commensal microbial population and increasing the pathogenic microbes. This study aims to investigate the shift in the salivary microbiota between smokers and non-smokers in Jordan. Our methods relied on high-throughput next-generation sequencing (NGS) experiments for V3-V4 hypervariable regions of the 16S rRNA gene, followed by comprehensive bioinformatics analysis including advanced multidimensional data visualization methods and statistical analysis approaches. Six genera—<i>Streptococcus</i>, <i>Prevotella</i>, <i>Vellionella</i>, <i>Rothia</i>, <i>Neisseria</i>, and <i>Haemophilus</i>—predominated the salivary microbiota of all samples with different percentages suggesting the possibility for the salivary microbiome to restored after quitting smoking. Three genera—<i>Streptococcus</i>, <i>Prevotella</i>, and <i>Veillonella</i>—showed significantly elevated levels among smokers at the expense of <i>Neisseria</i> in non-smokers. In conclusion, smoking has a definite impact on shifting the salivary microbiota in smokers. We can suggest that there is microbial signature at the genera level that can be used to classify smokers and non-smokers by Linear Discriminant Analysis Effect Size (LEfSe) based on the salivary abundance of genera. Proteomics and metabolomics studies are highly recommended to fully understand the effect of bacterial endotoxin release and xenobiotic metabolism on the bacterial interrelationships in the salivary microbiome and how they affect the growth of each other in the saliva of smokers. |
topic |
saliva microbiome microbiota smoking 16s rrna next-generation sequencing operational taxonomic unit (otu) bioinformatics jordan |
url |
https://www.mdpi.com/1660-4601/17/1/256 |
work_keys_str_mv |
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