Review
Special Issue: Systems Approach to Metabolic Disease
Linking Microbiota to Human Diseases: A Systems Biology Perspective

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The gut microbiota is altered in human metabolic diseases. Emerging data show that bacterial functions linked to colonic butyrate production are consistently associated with improved insulin sensitivity, indicating new possible therapeutic avenues.

Human metabolic diseases are often associated with decreased diversity and functional richness of the gut microbiota. Modern lifestyles characterized by the widespread use of antimicrobials and consumption of energy-dense foods, additives, and emulsifiers might contribute to loss of microbiota diversity and the increased incidence of chronic diseases.

Integration of patient stratification with microbiome functional profiling will be fundamental for the development of personalized medicine. Personal microbiome profiles will be important determinants of the effects of diet and the efficacy of therapeutic drugs.

The human gut microbiota encompasses a densely populated ecosystem that provides essential functions for host development, immune maturation, and metabolism. Alterations to the gut microbiota have been observed in numerous diseases, including human metabolic diseases such as obesity, type 2 diabetes (T2D), and irritable bowel syndrome, and some animal experiments have suggested causality. However, few studies have validated causality in humans and the underlying mechanisms remain largely to be elucidated. We discuss how systems biology approaches combined with new experimental technologies may disentangle some of the mechanistic details in the complex interactions of diet, microbiota, and host metabolism and may provide testable hypotheses for advancing our current understanding of human–microbiota interaction.

Section snippets

Gut Microbiota in Human Health and Disease

Trillions of bacteria inhabit the human gastrointestinal tract and numerous studies have suggested that this ecosystem plays a major role in host physiology by affecting several processes ranging from maturation of the immune system, regulation of host metabolism, nutrition, and transformation of bioactive molecules and drugs to behavior [1]. Due to the emergence of systems biology approaches and new computational tools, there has been increasing interest in exploring the gut microbiota (see

Host–Microbe Interactions

Host–microbe interactions are determined by the complexity of the human body and the diversity of the microbiome (Figure 1). Metagenomics analysis of various body sites has revealed specific distributions of multi-kingdom communities (i.e., bacteria, viruses, and fungi) on the human body, with distinct genetic capacities reflecting the diversity of skin microenvironments [27]. Interactions between these kingdoms are also likely to occur in the human gut and recent studies have proposed a role

Obesity

The obesity epidemic has become a major public health issue due to its links to related metabolic disorders such as T2D, CVD, and nonalcoholic fatty liver disease. Human genetics, diet, and sedentary lifestyle are risk factors for obesity while common treatments include calorie restriction, increased physical activity, antiobesity medications, and weight-loss (bariatric) surgery. Accumulating data have recently suggested that the gut microbiota may be another factor in the global obesity

New Experimental and Computational Approaches for Understanding Host–Microbe–Diet Interactions

Systems biology approaches integrating ‘omics’ techniques (Figure 2, Key Figure) can be used to unravel the mechanisms behind host–microbe interactions. Omics techniques allow the study of the collective genomes and taxonomic groups (metagenomics), transcriptomes (metatranscriptomics), proteomes (metaproteomics), and metabolomes (metabolomics) of the gut microbiota. Taxonomic and metagenomic profiling based on whole-genome shotgun sequencing can help in understanding ‘which microbes are in the

Concluding Remarks and Future Perspectives

Animal studies have indicated a direct role for the gut microbiota in the development of several diseases, such as obesity and colitis 66, 116. However, solid and consistent evidence for the contribution of the gut microbiota to human diseases is lacking due to the vast interindividual variability of the human gut microbiome [117], the potential confounding effects of diet and medications, and differences in the pipelines for gut microbiota analyses. Large prospective studies may help in

Acknowledgments

The authors thank Anna Hallén for assistance with the artwork in Figure 3.

Glossary

Bile acids
primary bile acids [e.g., cholic acid (CA) in mice and humans, chenodeoxycholic acid (CDCA) in humans, muricholic acids in mice] are synthesized from cholesterol in the liver and conjugated with glycine or taurine. The gut microbiota deconjugates and transforms primary bile acids into secondary bile acids [e.g., deoxycholic acid (DCA), lithocholic acid (LCA)].
Fecal microbiota transplantation (FMT)
a procedure in which stool samples from healthy donors are introduced to patients through

References (123)

  • P.D. Cani

    Gut microbiota fermentation of prebiotics increases satietogenic and incretin gut peptide production with consequences for appetite sensation and glucose response after a meal

    Am. J. Clin. Nutr.

    (2009)
  • P.S. Kabouridis

    Microbiota controls the homeostasis of glial cells in the gut lamina propria

    Neuron

    (2015)
  • C.A. Thaiss

    Transkingdom control of microbiota diurnal oscillations promotes metabolic homeostasis

    Cell

    (2014)
  • J.K. Goodrich

    Human genetics shape the gut microbiome

    Cell

    (2014)
  • L. Fontana et al.

    Promoting health and longevity through diet: from model organisms to humans

    Cell

    (2015)
  • R.N. Carmody

    Diet dominates host genotype in shaping the murine gut microbiota

    Cell Host Microbe

    (2015)
  • M.D. Robertson

    Insulin-sensitizing effects of dietary resistant starch and effects on skeletal muscle and adipose tissue metabolism

    Am. J. Clin. Nutr.

    (2005)
  • S. Rakoff-Nahoum

    An ecological network of polysaccharide utilization among human intestinal symbionts

    Curr. Biol.

    (2014)
  • J.A. Thompson

    Manipulation of the quorum sensing signal AI-2 affects the antibiotic-treated gut microbiota

    Cell Rep.

    (2015)
  • R.J. Seeley

    The role of gut adaptation in the potent effects of multiple bariatric surgeries on obesity and diabetes

    Cell Metab.

    (2015)
  • L.C. Kong

    Gut microbiota after gastric bypass in human obesity: increased richness and associations of bacterial genera with adipose tissue genes

    Am. J. Clin. Nutr.

    (2013)
  • V. Tremaroli

    Roux-en-Y gastric bypass and vertical banded gastroplasty induce long-term changes on the human gut microbiome contributing to fat mass regulation

    Cell Metab.

    (2015)
  • A. Vrieze

    Impact of oral vancomycin on gut microbiota, bile acid metabolism, and insulin sensitivity

    J. Hepatol.

    (2014)
  • F. Sommer et al.

    The gut microbiota – masters of host development and physiology

    Nat. Rev. Microbiol.

    (2013)
  • M. Land

    Insights from 20 years of bacterial genome sequencing

    Funct. Integr. Genomics

    (2015)
  • B. Olle

    Medicines from microbiota

    Nat. Biotechnol.

    (2013)
  • S. Subramanian

    Persistent gut microbiota immaturity in malnourished Bangladeshi children

    Nature

    (2014)
  • E. Le Chatelier

    Richness of human gut microbiome correlates with metabolic markers

    Nature

    (2013)
  • P.J. Turnbaugh

    A core gut microbiome in obese and lean twins

    Nature

    (2009)
  • N. Qin

    Alterations of the human gut microbiome in liver cirrhosis

    Nature

    (2014)
  • J.M. Brown et al.

    The gut microbial endocrine organ: bacterially derived signals driving cardiometabolic diseases

    Annu. Rev. Med.

    (2015)
  • F.H. Karlsson

    Gut metagenome in European women with normal, impaired and diabetic glucose control

    Nature

    (2013)
  • J. Qin

    A metagenome-wide association study of gut microbiota in type 2 diabetes

    Nature

    (2012)
  • J.P. Zackular

    The human gut microbiome as a screening tool for colorectal cancer

    Cancer Prev. Res. (Phila.)

    (2014)
  • I.B. Jeffery

    Composition and temporal stability of the gut microbiota in older persons

    ISME J.

    (2015)
  • M.J. Blaser

    Who are we? Indigenous microbes and the ecology of human diseases

    EMBO Rep.

    (2006)
  • S.J. Ott

    Reduction in diversity of the colonic mucosa associated bacterial microflora in patients with active inflammatory bowel disease

    Gut

    (2004)
  • J. Suez

    Artificial sweeteners induce glucose intolerance by altering the gut microbiota

    Nature

    (2014)
  • B. Chassaing

    Dietary emulsifiers impact the mouse gut microbiota promoting colitis and metabolic syndrome

    Nature

    (2015)
  • S.L. Schnorr

    Gut microbiome of the Hadza hunter–gatherers

    Nat. Commun.

    (2014)
  • J.C. Clemente

    The microbiome of uncontacted Amerindians

    Sci. Adv.

    (2015)
  • T.A. Ajslev

    Childhood overweight after establishment of the gut microbiota: the role of delivery mode, pre-pregnancy weight and early administration of antibiotics

    Int. J. Obes.

    (2011)
  • I. Cho

    Antibiotics in early life alter the murine colonic microbiome and adiposity

    Nature

    (2012)
  • J.J. Faith

    The long-term stability of the human gut microbiota

    Science

    (2013)
  • T. Yatsunenko

    Human gut microbiome viewed across age and geography

    Nature

    (2012)
  • J. Oh

    Biogeography and individuality shape function in the human skin metagenome

    Nature

    (2014)
  • E.W. Iepsen

    Therapies for inter-relating diabetes and obesity – GLP-1 and obesity

    Expert Opin. Pharmacother.

    (2014)
  • B. Yusta

    GLP-1R agonists modulate enteric immune responses through the intestinal intraepithelial lymphocyte GLP-1R

    Diabetes

    (2015)
  • M. Tong

    Reprograming of gut microbiome energy metabolism by the FUT2 Crohn's disease risk polymorphism

    ISME J.

    (2014)
  • D.P. McGovern

    Fucosyltransferase 2 (FUT2) non-secretor status is associated with Crohn's disease

    Hum. Mol. Genet.

    (2010)
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