Stool Microbiome and Metabolome Differences between Colorectal Cancer Patients and Healthy Adults

In this study we used stool profiling to identify intestinal bacteria and metabolites that are differentially represented in humans with colorectal cancer (CRC) compared to healthy controls to identify how microbial functions may influence CRC development. Stool samples were collected from healthy adults (n = 10) and colorectal cancer patients (n = 11) prior to colon resection surgery at the University of Colorado Health-Poudre Valley Hospital in Fort Collins, CO. The V4 region of the 16s rRNA gene was pyrosequenced and both short chain fatty acids and global stool metabolites were extracted and analyzed utilizing Gas Chromatography-Mass Spectrometry (GC-MS). There were no significant differences in the overall microbial community structure associated with the disease state, but several bacterial genera, particularly butyrate-producing species, were under-represented in the CRC samples, while a mucin-degrading species, Akkermansia muciniphila, was about 4-fold higher in CRC (p<0.01). Proportionately higher amounts of butyrate were seen in stool of healthy individuals while relative concentrations of acetate were higher in stools of CRC patients. GC-MS profiling revealed higher concentrations of amino acids in stool samples from CRC patients and higher poly and monounsaturated fatty acids and ursodeoxycholic acid, a conjugated bile acid in stool samples from healthy adults (p<0.01). Correlative analysis between the combined datasets revealed some potential relationships between stool metabolites and certain bacterial species. These associations could provide insight into microbial functions occurring in a cancer environment and will help direct future mechanistic studies. Using integrated “omics” approaches may prove a useful tool in identifying functional groups of gastrointestinal bacteria and their associated metabolites as novel therapeutic and chemopreventive targets.

[1]  B. Drasar,et al.  Bacteria and aetiology of cancer of large bowel. , 1971, Lancet.

[2]  P. Elwood,et al.  LEAD IN WATER AND MORTALITY , 1976, The Lancet.

[3]  R. Maclennan,et al.  DIETARY FIBRE, TRANSIT-TIME, FÆCAL BACTERIA, STEROIDS, AND COLON CANCER IN TWO SCANDINAVIAN POPULATIONS Report from the International Agency for Research on Cancer Intestinal Microecology Group , 1977, The Lancet.

[4]  S. Edberg,et al.  Streptococcus bovis septicemia and carcinoma of the colon. , 1979, Annals of internal medicine.

[5]  C. Leport,et al.  INCIDENCE OF COLONIC LESIONS IN STREPTOCOCCUS BOVIS AND ENTEROCOCCAL ENDOCARDITIS , 1987, The Lancet.

[6]  T. Miller,et al.  Short chain fatty acid distributions of enema samples from a sigmoidoscopy population: an association of high acetate and low butyrate ratios with adenomatous polyps and colon cancer. , 1988, Gut.

[7]  W E Moore,et al.  Intestinal floras of populations that have a high risk of colon cancer , 1995, Applied and environmental microbiology.

[8]  S. Stein An integrated method for spectrum extraction and compound identification from gas chromatography/mass spectrometry data , 1999 .

[9]  E. Denamur,et al.  Identification and Functional Characterization of Arylamine N-Acetyltransferases in Eubacteria: Evidence for Highly Selective Acetylation of 5-Aminosalicylic Acid , 2001, Journal of bacteriology.

[10]  J. Mathers,et al.  Anti-cancer effects of butyrate: use of micro-array technology to investigate mechanisms , 2003, Proceedings of the Nutrition Society.

[11]  Jeremy K Nicholson,et al.  NMR spectroscopic-based metabonomic studies of urinary metabolite variation in acclimatizing germ-free rats. , 2003, Chemical research in toxicology.

[12]  H. Gaskins,et al.  Commensal Bacteria, Redox Stress, and Colorectal Cancer: Mechanisms and Models , 2004, Experimental biology and medicine.

[13]  M. Mcmurdo,et al.  Characterization of Bacterial Communities in Feces from Healthy Elderly Volunteers and Hospitalized Elderly Patients by Using Real-Time PCR and Effects of Antibiotic Treatment on the Fecal Microbiota , 2004, Applied and Environmental Microbiology.

[14]  P. Gérard,et al.  Isolates from normal human intestinal flora but not lactic acid bacteria exhibit 7α- and 7β-hydroxysteroid dehydrogenase activities , 2004 .

[15]  R. Bresalier,et al.  Mucins and mucin binding proteins in colorectal cancer , 2004, Cancer and Metastasis Reviews.

[16]  Jack C. Yue,et al.  A Similarity Measure Based on Species Proportions , 2005 .

[17]  R. Aminov,et al.  Commensal gut bacteria: mechanisms of immune modulation. , 2005, Trends in immunology.

[18]  A. Powell,et al.  Ursodeoxycholic acid modulates histone acetylation and induces differentiation and senescence , 2006, International journal of cancer.

[19]  E. Mardis,et al.  An obesity-associated gut microbiome with increased capacity for energy harvest , 2006, Nature.

[20]  R. Abagyan,et al.  XCMS: processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification. , 2006, Analytical chemistry.

[21]  Y. Atomi,et al.  Autophagy is activated in colorectal cancer cells and contributes to the tolerance to nutrient deprivation. , 2007, Cancer research.

[22]  J. Tiedje,et al.  Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy , 2007, Applied and Environmental Microbiology.

[23]  E. Vaughan,et al.  1H NMR metabolite profiling of feces as a tool to assess the impact of nutrition on the human microbiome , 2008, NMR in biomedicine.

[24]  R. Sartor Therapeutic correction of bacterial dysbiosis discovered by molecular techniques , 2008, Proceedings of the National Academy of Sciences.

[25]  Anders F. Andersson,et al.  Comparative Analysis of Human Gut Microbiota by Barcoded Pyrosequencing , 2008, PloS one.

[26]  R. Knight,et al.  The influence of sex, handedness, and washing on the diversity of hand surface bacteria , 2008, Proceedings of the National Academy of Sciences.

[27]  J. Lindon,et al.  Systems biology: Metabonomics , 2008, Nature.

[28]  P. Malfertheiner,et al.  The role of viral and bacterial pathogens in gastrointestinal cancer , 2008, Journal of cellular physiology.

[29]  Daniel Monleón,et al.  Metabolite profiling of fecal water extracts from human colorectal cancer , 2009, NMR in biomedicine.

[30]  A. Neish,et al.  REVIEWS IN BASIC AND CLINICAL GASTROENTEROLOGY Microbes in Gastrointestinal Health and Disease , 2009 .

[31]  Martin Hartmann,et al.  Introducing mothur: Open-Source, Platform-Independent, Community-Supported Software for Describing and Comparing Microbial Communities , 2009, Applied and Environmental Microbiology.

[32]  M. Tomita,et al.  Quantitative metabolome profiling of colon and stomach cancer microenvironment by capillary electrophoresis time-of-flight mass spectrometry. , 2009, Cancer research.

[33]  Zaid Abdo,et al.  Molecular characterization of mucosal adherent bacteria and associations with colorectal adenomas , 2010, Gut microbes.

[34]  Michael A McGuckin,et al.  Mucolytic Bacteria With Increased Prevalence in IBD Mucosa Augment In Vitro Utilization of Mucin by Other Bacteria , 2010, The American Journal of Gastroenterology.

[35]  J. Nicholson,et al.  Dietary modulation of gut functional ecology studied by fecal metabonomics. , 2010, Journal of proteome research.

[36]  Susan M. Huse,et al.  Ironing out the wrinkles in the rare biosphere through improved OTU clustering , 2010, Environmental microbiology.

[37]  S. Massart,et al.  Impact of diet in shaping gut microbiota revealed by a comparative study in children from Europe and rural Africa , 2010, Proceedings of the National Academy of Sciences.

[38]  P. Vandamme,et al.  Dysbiosis of the faecal microbiota in patients with Crohn's disease and their unaffected relatives , 2011, Gut.

[39]  A. Darzi,et al.  Gut microbiome-host interactions in health and disease , 2011, Genome Medicine.

[40]  D. Gevers,et al.  Distinct microbiome in pouchitis compared to healthy pouches in ulcerative colitis and familial adenomatous polyposis , 2011, Inflammatory bowel diseases.

[41]  J. Tap,et al.  Microbial Dysbiosis in Colorectal Cancer (CRC) Patients , 2011, PloS one.

[42]  N. Hall,et al.  Towards the Human Colorectal Cancer Microbiome , 2011, PloS one.

[43]  C. Xiang,et al.  Human Intestinal Lumen and Mucosa-Associated Microbiota in Patients with Colorectal Cancer , 2012, PloS one.

[44]  G. Howarth,et al.  Short-Chain Fatty Acids Induce Apoptosis in Colon Cancer Cells Associated with Changes to Intracellular Redox State and Glucose Metabolism , 2012, Chemotherapy.

[45]  B. Birren,et al.  Genomic analysis identifies association of Fusobacterium with colorectal carcinoma. , 2012, Genome research.

[46]  Richard A. Moore,et al.  Fusobacterium nucleatum infection is prevalent in human colorectal carcinoma. , 2012, Genome research.

[47]  Bas E Dutilh,et al.  A bacterial driver–passenger model for colorectal cancer: beyond the usual suspects , 2012, Nature Reviews Microbiology.