The subgingival microbiome associated with periodontitis in type 2 diabetes mellitus

被引:99
作者
Shi, Baochen [1 ]
Lux, Renate [2 ]
Klokkevold, Perry [2 ]
Chang, Michaela [2 ]
Barnard, Emma [1 ]
Haake, Susan [2 ]
Li, Huiying [1 ,3 ]
机构
[1] Univ Calif Los Angeles, David Geffen Sch Med, Crump Inst Mol Imaging, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Sch Dent, Sect Periodont, Los Angeles, CA 90024 USA
[3] Univ Calif Los Angeles, UCLA DOE Inst Genom & Prote, Los Angeles, CA 90095 USA
关键词
GENE-EXPRESSION; CHEMOTAXIS; PREVALENCE; SPIROCHETE; DIVERSITY; DISCOVERY; ALIGNMENT; SYSTEM; HEALTH; ADULTS;
D O I
10.1038/s41396-019-0544-3
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Type 2 diabetes mellitus (T2DM) is a systemic disease, predisposing patients to other inflammatory conditions including periodontitis. The subgingival microbiome, a key player in periodontitis pathogenesis, is not well characterized in T2DM population. To better understand whether the subgingival microbiome is different between T2DM and systemically healthy, nondiabetic (ND) subjects, we performed a longitudinal analysis of the subgingival microbiome in T2DM patients (n = 15) compared with ND subjects (n = 16). Using metagenomic shotgun sequencing, we investigated the microbiome in the healthy periodontal state, periodontitis state, and resolved state after treatment. We found that in the periodontitis state, the shift in the subgingival microbiome from the healthy state was less prominent in T2DM compared with ND subjects, yet the clinical signs of disease were similar for both. Furthermore, we revealed highly correlated presence of pathogenic species in relative abundance not only in the periodontitis state, but also in the healthy state in T2DM, suggesting an elevated risk of progression to periodontitis in this cohort. We further investigated the functional potentials of the subgingival microbiome and identified a set of microbial marker genes associated with the clinical states. These genes were significantly enriched in 21 pathways, some of which are associated with periodontitis and some potentially link T2DM and periodontitis. This study identified the longitudinal changes of the subgingival microbiome associated with periodontitis in T2DM and suggests that T2DM patients are more susceptible to shifts in the subgingival microbiome toward dysbiosis, potentially due to impaired host metabolic and immune regulation.
引用
收藏
页码:519 / 530
页数:12
相关论文
共 53 条
[1]   The subgingival microbiome in health and periodontitis and its relationship with community biomass and inflammation [J].
Abusleme, Loreto ;
Dupuy, Amanda K. ;
Dutzan, Nicolas ;
Silva, Nora ;
Burleson, Joseph A. ;
Strausbaugh, Linda D. ;
Gamonal, Jorge ;
Diaz, Patricia I. .
ISME JOURNAL, 2013, 7 (05) :1016-1025
[2]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[3]   Filifactor alocis - a new emerging periodontal pathogen [J].
Aruni, A. Wilson ;
Mishra, Arunima ;
Dou, Yuetan ;
Chioma, Ozioma ;
Hamilton, Brittany N. ;
Fletcher, Hansel M. .
MICROBES AND INFECTION, 2015, 17 (07) :517-530
[4]   The balance of metagenomic elements shapes the skin microbiome in acne and health [J].
Barnard, Emma ;
Shi, Baochen ;
Kang, Dezhi ;
Craft, Noah ;
Li, Huiying .
SCIENTIFIC REPORTS, 2016, 6
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   GenBank [J].
Benson, Dennis A. ;
Karsch-Mizrachi, Ilene ;
Lipman, David J. ;
Ostell, James ;
Wheeler, David L. .
NUCLEIC ACIDS RESEARCH, 2006, 34 :D16-D20
[7]   Bacterial diversity in the oral cavity of 10 healthy individuals [J].
Bik, Elisabeth M. ;
Long, Clara Davis ;
Armitage, Gary C. ;
Loomer, Peter ;
Emerson, Joanne ;
Mongodin, Emmanuel F. ;
Nelson, Karen E. ;
Gill, Steven R. ;
Fraser-Liggett, Claire M. ;
Relman, David A. .
ISME JOURNAL, 2010, 4 (08) :962-974
[8]   Use of genetic profiling in leprosy to discriminate clinical forms of the disease [J].
Bleharski, JR ;
Li, HY ;
Meinken, C ;
Graeber, TG ;
Ochoa, MT ;
Yamamura, M ;
Burdick, A ;
Sarno, EN ;
Wagner, M ;
Röllinghoff, M ;
Rea, TH ;
Colonna, M ;
Stenger, S ;
Bloom, BR ;
Eisenberg, D ;
Modlin, RL .
SCIENCE, 2003, 301 (5639) :1527-1530
[9]   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
[10]   Subgingival biodiversity in subjects with uncontrolled type-2 diabetes and chronic periodontitis [J].
Casarin, R. C. V. ;
Barbagallo, A. ;
Meulman, T. ;
Santos, V. R. ;
Sallum, E. A. ;
Nociti, F. H. ;
Duarte, P. M. ;
Casati, M. Z. ;
Goncalves, R. B. .
JOURNAL OF PERIODONTAL RESEARCH, 2013, 48 (01) :30-36