Temporal Variations in Cigarette Tobacco Bacterial Community Composition and Tobacco-Specific Nitrosamine Content Are Influenced by Brand and Storage Conditions

被引:53
作者
Chopyk, Jessica [1 ]
Chattopadhyay, Suhana [1 ]
Kulkarni, Prachi [1 ]
Smyth, Eoghan M. [1 ,2 ,3 ]
Hittle, Lauren E. [2 ,3 ]
Paulson, Joseph N. [4 ,5 ]
Pop, Mihai [6 ]
Buehler, Stephanie S. [7 ]
Clark, Pamela I. [8 ]
Mongodin, Emmanuel F. [3 ]
Sapkota, Amy R. [1 ]
机构
[1] Univ Maryland, Sch Publ Hlth, Maryland Inst Appl Environm Hlth, College Pk, MD 20742 USA
[2] Univ Maryland, Inst Genome Sci, Baltimore, MD 21201 USA
[3] Univ Maryland, Sch Med, Dept Microbiol & Immunol, Baltimore, MD 21201 USA
[4] Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02115 USA
[5] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USA
[6] Univ Maryland, Ctr Bioinformat & Computat Biol, College Pk, MD 20742 USA
[7] Publ Hlth Ctr Tobacco Res, Columbus, OH USA
[8] Univ Maryland, Sch Publ Hlth, Dept Behav & Community Hlth, College Pk, MD 20742 USA
关键词
cigarettes; tobacco; bacteria; bacterial community composition; microbiome; storage conditions; tobacco-specific nitrosamines; 16S rRNA gene; STAPHYLOCOCCUS-AUREUS; PANTOEA-AGGLOMERANS; TEMPERATURE; MICROBIOME; PNEUMONIA; DYNAMICS; NICOTINE; SMOKING;
D O I
10.3389/fmicb.2017.00358
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Tobacco products, specifically cigarettes, are home to microbial ecosystems that may play an important role in the generation of carcinogenic tobacco-specific nitrosamines (TSNAs), as well as the onset of multiple adverse human health effects associated with the use of these products. Therefore, we conducted time-series experiments with five commercially available brands of cigarettes that were either commercially mentholated, custom-mentholated, user-mentholated, or non-mentholated. To mimic user storage conditions, the cigarettes were incubated for 14 days under three different temperatures and relative humidities (i.e., pocket, refrigerator, and room). Overall, 360 samples were collected over the course of 2 weeks and total DNA was extracted, PCR amplified for the V3V4 hypervariable region of the 16S rRNA gene and sequenced using Illumina MiSeq. A subset of samples (n = 32) was also analyzed via liquid chromatography with tandem mass spectrometry for two TSNAs: N'-nitrosonornicotine (NNN) and 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). Comparative analyses of the five tobacco brands revealed bacterial communities dominated by Pseudomonas, Pantoea, and Bacillus, with Pseudomonas relatively stable in abundance regardless of storage condition. In addition, core bacterial operational taxonomic units (OTUs) were identified in all samples and included Bacillus pumilus, Rhizobium sp., Sphingomonas sp., unknown Enterobacteriaceae, Pantoea sp., Pseudomonas sp., Pseudomonas oryzihabitans, and P. putida. Additional OTUs were identified that significantly changed in relative abundance between day 0 and day 14, influenced by brand and storage condition. In addition, small but statistically significant increases in NNN levels were observed in user- and commercially mentholated brands between day 0 and day 14 at pocket conditions. These data suggest that manufacturing and user manipulations, such as mentholation and storage conditions, may directly impact the microbiome of cigarette tobacco as well as the levels of carcinogens.
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页数:14
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共 66 条
[1]   Bacterial reduction of N-oxides of tobacco-specific nitrosamines (TSNA) [J].
Atawodi, SE ;
Richter, E .
HUMAN & EXPERIMENTAL TOXICOLOGY, 1996, 15 (04) :329-334
[2]   Subgingival microbiome in smokers and non-smokers in periodontitis: an exploratory study using traditional targeted techniques and a next-generation sequencing [J].
Bizzarro, Sergio ;
Loos, Bruno G. ;
Laine, Marja L. ;
Crielaard, Wim ;
Zaura, Egija .
JOURNAL OF CLINICAL PERIODONTOLOGY, 2013, 40 (05) :483-492
[3]   INFLUENCE OF TEMPERATURE AND HUMIDITY ON THE ACCUMULATION OF TOBACCO-SPECIFIC NITROSAMINES IN STORED BURLEY TOBACCO [J].
BURTON, HR ;
BUSH, LP ;
DJORDJEVIC, MV .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1989, 37 (05) :1372-1377
[4]   CHANGES IN CHEMICAL-COMPOSITION OF BURLEY TOBACCO DURING SENESCENCE AND CURING .3. TOBACCO-SPECIFIC NITROSAMINES [J].
BURTON, HR ;
CHILDS, GH ;
ANDERSEN, RA ;
FLEMING, PD .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1989, 37 (02) :426-430
[5]   Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms [J].
Caporaso, J. Gregory ;
Lauber, Christian L. ;
Walters, William A. ;
Berg-Lyons, Donna ;
Huntley, James ;
Fierer, Noah ;
Owens, Sarah M. ;
Betley, Jason ;
Fraser, Louise ;
Bauer, Markus ;
Gormley, Niall ;
Gilbert, Jack A. ;
Smith, Geoff ;
Knight, Rob .
ISME JOURNAL, 2012, 6 (08) :1621-1624
[6]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[7]  
Choi Chong Seng, 2006, Journal of Microbiology Immunology and Infection, V39, P458
[8]   Microbial community structure and dynamics of dark fire-cured tobacco fermentation [J].
Di Giacomo, Michele ;
Paolino, Marianna ;
Silvestro, Daniele ;
Vigliotta, Giovanni ;
Imperi, Francesco ;
Visca, Paolo ;
Alifano, Pietro ;
Parente, Dino .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2007, 73 (03) :825-837
[9]   Levels of Tobacco-Specific Nitrosamines and Polycyclic Aromatic Hydrocarbons in Mainstream Smoke from Different Tobacco Varieties [J].
Ding, Yan S. ;
Zhang, Liqin ;
Jain, Ram B. ;
Jain, Ntasha ;
Wang, Richard Y. ;
Ashley, David L. ;
Watson, Clifford H. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2008, 17 (12) :3366-3371
[10]   EFFECTS OF STORAGE-CONDITIONS ON LEVELS OF TOBACCO-SPECIFIC N-NITROSAMINES AND N-NITROSAMINO ACIDS IN UNITED-STATES MOIST SNUFF [J].
DJORDJEVIC, MV ;
FAN, JR ;
BUSH, LP ;
BRUNNEMANN, KD ;
HOFFMANN, D .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1993, 41 (10) :1790-1794