Abstract
Smokeless tobacco (ST) products are used worldwide and are a major public health concern. In addition to harmful chemicals found in these products, microbes found in ST products are believed to be responsible for generating harmful tobacco-specific nitrosamines (TSNAs), the most abundant carcinogens in ST. These microbes also contribute endotoxins and other pro-inflammatory components. A greater understanding of the microbial constituents in these products is sought in order to potentially link select design aspects or manufacturing processes to avoidable increases in harmful constituents. Previous studies looked primarily at bacterial constituents and had not differentiated between viable vs nonviable organisms, so in this study, we sought to use a dual metatranscriptomic and metagenomic analysis to see if differences exist. Using high-throughput sequencing, we observed that there were differences in taxonomic abundances between the metagenome and metatranscriptome, and in the metatranscriptome, we also observed an abundance of plant virus RNA not previously reported in DNA-only studies. We also found in the product tested, that there were no viable bacteria capable of metabolizing nitrate to nitrite. Therefore, the product tested would not be likely to increase TSNAs during shelf storage. We tested only a single product to date using the strategy presented here, but succeeded in demonstrating the value of using of these methods in tobacco products. These results present novel findings from the first combined metagenome and metatranscriptome of a commercial tobacco product.
Highlights
Smokeless tobacco (ST) products are used by more than 300 million people worldwide, constituting a major public health concern globally (Agaku et al 2014; NIH/CDC 2014; Wang et al 2015)
The second approach took advantage of the fact that without depleting ribosomal RNA first, most of the reads were ribosomal, mainly 16S and 23S. We used this knowledge to analyze the cDNA using a 16S community analysis pipeline; uparse was used for operational taxonomic units (OTUs) picking, and utax was used for assigning taxonomy (Edgar 2010; Edgar 2013)
The present study used shotgun metatranscriptomic approach to confirm the presence of living or recently living microorganisms in ST products and confirmed previous reports that viable microbes are abundant in products (Smyth et al 2017)
Summary
Smokeless tobacco (ST) products are used by more than 300 million people worldwide, constituting a major public health concern globally (Agaku et al 2014; NIH/CDC 2014; Wang et al 2015). Besides toxicants and carcinogens designated by the International Agency for Research on Cancer (IARC), tobacco products contain bacteria, fungi, and viruses (Tyx et al 2016; Liu et al 2013; Rivera et al, in submission). There is a need for a deeper understanding of microbes that have an impact on the harmful chemicals found in ST products and which organisms remain viable in the purchased products. This information will provide a foundation for identifying means of mitigating the aforementioned negative impacts
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