A metagenomic study of diet-dependent interaction between gut microbiota and host in infants reveals differences in immune response

被引:173
作者
Schwartz, Scott [1 ,2 ]
Friedberg, Iddo [3 ]
Ivanov, Ivan V. [4 ]
Davidson, Laurie A. [1 ,4 ]
Goldsby, Jennifer S. [4 ]
Dahl, David B. [2 ]
Herman, Damir [5 ]
Wang, Mei [6 ]
Donovan, Sharon M. [6 ]
Chapkin, Robert S. [1 ,3 ,7 ]
机构
[1] Texas A&M Univ, Training Program Biostat Bioinformat Nutr & Canc, College Stn, TX 77843 USA
[2] Texas A&M Univ, Dept Stat, College Stn, TX 77843 USA
[3] Miami Univ, Dept Microbiol, Oxford, OH 45056 USA
[4] Texas A&M Univ, Program Integrat Nutr & Complex Dis, College Stn, TX 77843 USA
[5] Univ Arkansas Med Sci, Div Hematol & Oncol, Winthrop P Rockefeller Canc Inst, Little Rock, AR 72205 USA
[6] Univ Illinois, Dept Food Sci & Human Nutr, Urbana, IL 61801 USA
[7] Texas A&M Hlth Sci Ctr, Dept Microbial & Mol Pathogenesis, Bryan, TX 77807 USA
来源
GENOME BIOLOGY | 2012年 / 13卷 / 04期
关键词
GENE-EXPRESSION PROFILES; COMMENSAL BACTERIA; GASTROINTESTINAL DEVELOPMENT; FUNCTIONAL-ANALYSIS; RAST SERVER; MILK;
D O I
10.1186/gb-2012-13-4-r32
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Gut microbiota and the host exist in a mutualistic relationship, with the functional composition of the microbiota strongly affecting the health and well-being of the host. Thus, it is important to develop a synthetic approach to study the host transcriptome and the microbiome simultaneously. Early microbial colonization in infants is critically important for directing neonatal intestinal and immune development, and is especially attractive for studying the development of human-commensal interactions. Here we report the results from a simultaneous study of the gut microbiome and host epithelial transcriptome of three-month-old exclusively breast-and formula-fed infants. Results: Variation in both host mRNA expression and the microbiome phylogenetic and functional profiles was observed between breast-and formula-fed infants. To examine the interdependent relationship between host epithelial cell gene expression and bacterial metagenomic-based profiles, the host transcriptome and functionally profiled microbiome data were subjected to novel multivariate statistical analyses. Gut microbiota metagenome virulence characteristics concurrently varied with immunity-related gene expression in epithelial cells between the formula-fed and the breast-fed infants. Conclusions: Our data provide insight into the integrated responses of the host transcriptome and microbiome to dietary substrates in the early neonatal period. We demonstrate that differences in diet can affect, via gut colonization, host expression of genes associated with the innate immune system. Furthermore, the methodology presented in this study can be adapted to assess other host-commensal and host-pathogen interactions using genomic and transcriptomic data, providing a synthetic genomics-based picture of host-commensal relationships.
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收藏
页数:16
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