Gut Microbiome Metagenomics Analysis Suggests a Functional Model for the Development of Autoimmunity for Type 1 Diabetes

被引:93
作者
Brown, Christopher T. [1 ]
Davis-Richardson, Austin G. [1 ]
Giongo, Adriana [1 ]
Gano, Kelsey A. [1 ]
Crabb, David B. [1 ]
Mukherjee, Nabanita [2 ]
Casella, George [2 ]
Drew, Jennifer C. [1 ]
Ilonen, Jorma [3 ]
Knip, Mikael [4 ]
Hyoty, Heikki [5 ]
Veijola, Riitta [6 ]
Simell, Tuula [7 ]
Simell, Olli [7 ]
Neu, Josef [8 ]
Wasserfall, Clive H. [9 ]
Schatz, Desmond [8 ]
Atkinson, Mark A. [9 ]
Triplett, Eric W. [1 ]
机构
[1] Univ Florida, Dept Microbiol & Cell Sci, Gainesville, FL 32611 USA
[2] Univ Florida, Dept Stat, Gainesville, FL 32611 USA
[3] Univ Kuopio, Dept Clin Microbiol, FIN-70211 Kuopio, Finland
[4] Univ Helsinki, Hosp Children & Adolescents, Helsinki, Finland
[5] Tampere Univ Hosp, Dept Virol, Tampere, Finland
[6] Univ Oulu, Dept Pediat, SF-90100 Oulu, Finland
[7] Turku Univ Hosp, Dept Pediat, FIN-20520 Turku, Finland
[8] Univ Florida, Dept Pediat, Gainesville, FL USA
[9] Univ Florida, Dept Pathol Immunol & Lab Med, Gainesville, FL USA
关键词
TREATMENT PARTIALLY PROTECTS; CHAIN FATTY-ACIDS; AKKERMANSIA-MUCINIPHILA; INTESTINAL MICROBIOTA; MUCIN SYNTHESIS; PRONE RAT; NOD MICE; BUTYRATE; PREVENTION; ONSET;
D O I
10.1371/journal.pone.0025792
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Recent studies have suggested a bacterial role in the development of autoimmune disorders including type 1 diabetes (T1D). Over 30 billion nucleotide bases of Illumina shotgun metagenomic data were analyzed from stool samples collected from four pairs of matched T1D case-control subjects collected at the time of the development of T1D associated autoimmunity (i.e., autoantibodies). From these, approximately one million open reading frames were predicted and compared to the SEED protein database. Of the 3,849 functions identified in these samples, 144 and 797 were statistically more prevalent in cases and controls, respectively. Genes involved in carbohydrate metabolism, adhesions, motility, phages, prophages, sulfur metabolism, and stress responses were more abundant in cases while genes with roles in DNA and protein metabolism, aerobic respiration, and amino acid synthesis were more common in controls. These data suggest that increased adhesion and flagella synthesis in autoimmune subjects may be involved in triggering a T1D associated autoimmune response. Extensive differences in metabolic potential indicate that autoimmune subjects have a functionally aberrant microbiome. Mining 16S rRNA data from these datasets showed a higher proportion of butyrate-producing and mucin-degrading bacteria in controls compared to cases, while those bacteria that produce short chain fatty acids other than butyrate were higher in cases. Thus, a key rate-limiting step in butyrate synthesis is more abundant in controls. These data suggest that a consortium of lactate-and butyrate-producing bacteria in a healthy gut induce a sufficient amount of mucin synthesis to maintain gut integrity. In contrast, non-butyrate-producing lactate-utilizing bacteria prevent optimal mucin synthesis, as identified in autoimmune subjects.
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页数:9
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