Pyrosequencing of 16S rRNA genes in fecal samples reveals high diversity of hindgut microflora in horses and potential links to chronic laminitis.
Abstract: The nutrition and health of horses is closely tied to their gastrointestinal microflora. Gut bacteria break down plant structural carbohydrates and produce volatile fatty acids, which are a major source of energy for horses. Bacterial communities are also essential for maintaining gut homeostasis and have been hypothesized to contribute to various diseases including laminitis. We performed pyrosequencing of 16S rRNA bacterial genes isolated from fecal material to characterize hindgut bacterial communities in healthy horses and those with chronic laminitis. Results: Fecal samples were collected from 10 normal horses and 8 horses with chronic laminitis. Genomic DNA was extracted and the V4-V5 segment of the 16S rRNA gene was PCR amplified and sequenced on the 454 platform generating a mean of 2,425 reads per sample after quality trimming. The bacterial communities were dominated by Firmicutes (69.21% control, 56.72% laminitis) and Verrucomicrobia (18.13% control, 27.63% laminitis), followed by Bacteroidetes, Proteobacteria, and Spirochaetes. We observed more OTUs per individual in the laminitis group than the control group (419.6 and 355.2, respectively, P = 0.019) along with a difference in the abundance of two unassigned Clostridiales genera (P = 0.03 and P = 0.01). The most abundant bacteria were Streptococcus spp., Clostridium spp., and Treponema spp.; along with unassigned genera from Subdivision 5 of Verrucomicrobia, Ruminococcaceae, and Clostridiaceae, which together constituted ~ 80% of all OTUs. There was a high level of individual variation across all taxonomic ranks. Conclusions: Our exploration of the equine fecal microflora revealed higher bacterial diversity in horses with chronic laminitis and identification of two Clostridiales genera that differed in abundance from control horses. There was large individual variation in bacterial communities that was not explained in our study. The core hindgut microflora was dominated by Streptococcus spp., several cellulytic genera, and a large proportion of uncharacterized OTUs that warrant further investigation regarding their function. Our data provide a foundation for future investigations of hindgut bacterial factors that may influence the development and progression of chronic laminitis.
Publication Date: 2012-11-27 PubMed ID: 23186268PubMed Central: PMC3538718DOI: 10.1186/1746-6148-8-231Google Scholar: Lookup
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Summary
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The research article is about the comprehensive study of the diversity of gut microflora in horses, highlighting the links between bacterial diversity and chronic laminitis, a common disease in horses. This was done through pyrosequencing of 16S rRNA bacterial genes isolated from fecal samples of both healthy horses and those with chronic laminitis.
Research Methodology
- The researchers collected fecal samples from 10 healthy horses and 8 horses suffering from chronic laminitis, a painful condition affecting the horse’s hooves.
- They extracted genomic DNA and amplified and sequenced the V4-V5 segment of the 16S rRNA gene, using the 454 platform. This gene is known to provide valuable information on bacterial species present in the samples.
- The sequencing generated an average of 2,425 reads per sample after quality trimming, which provided the researchers with a great amount of data for their analysis.
Results and Observations
- Most prevalent bacterial communities were Firmicutes (69.21% in healthy horses, 56.72% in laminitis-affected horses) and Verrucomicrobia (18.13% in healthy, 27.63% in chronically affected horses). Other detected bacterias included Bacteroidetes, Proteobacteria, and Spirochaetes.
- The study revealed greater bacterial diversity in horses suffering from chronic laminitis, with more OTUs (operational taxonomic units) per individual compared to healthy horses.
- The dominant bacteria were Streptococcus spp., Clostridium spp., and Treponema spp. Unassigned bacteria from Subdivision 5 of Verrucomicrobia, Ruminococcaceae, and Clostridiaceae constituted approximately 80% of all OTUs.
- A significant difference was noted in the abundance of two unassigned Clostridiales genera between the healthy and laminitis-affected horses.
- There was a high level of individual variation across all taxonomic ranks.
Conclusions
- The research offers new insights into the higher bacterial diversity in horses with chronic laminitis. It also identifies two Clostridiales genera that differ in abundance in horses with laminitis compared to healthy horses.
- Although individual variation in bacterial communities was significant and unexplained, the core hindgut microflora was dominated by specific bacteria including Streptococcus spp., several cellulytic genera, and a vast proportion of uncharacterized OTUs that need further investigation.
- This study lays a foundation for further exploration of bacterial factors that can influence the progression of chronic laminitis in horses.
Cite This Article
APA
Steelman SM, Chowdhary BP, Dowd S, Suchodolski J, Janečka JE.
(2012).
Pyrosequencing of 16S rRNA genes in fecal samples reveals high diversity of hindgut microflora in horses and potential links to chronic laminitis.
BMC Vet Res, 8, 231.
https://doi.org/10.1186/1746-6148-8-231 Publication
Researcher Affiliations
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843-4458, USA.
MeSH Terms
- Animals
- Bacteria / classification
- Chronic Disease
- DNA, Bacterial / genetics
- Foot Diseases / pathology
- Foot Diseases / veterinary
- Gastrointestinal Tract / microbiology
- Genetic Variation
- Hoof and Claw / pathology
- Horse Diseases / microbiology
- Horses
- Nucleic Acid Amplification Techniques
- RNA, Bacterial / genetics
- RNA, Ribosomal, 16S / genetics
- Species Specificity
References
This article includes 65 references
- O'Hara AM, Shanahan F. The gut flora as a forgotten organ.. EMBO Rep 2006 Jul;7(7):688-93.
- Neish AS. Microbes in gastrointestinal health and disease.. Gastroenterology 2009 Jan;136(1):65-80.
- Wardwell LH, Huttenhower C, Garrett WS. Current concepts of the intestinal microbiota and the pathogenesis of infection.. Curr Infect Dis Rep 2011 Feb;13(1):28-34.
- Hintz HF, Cymbaluk NF. Nutrition of the horse.. Annu Rev Nutr 1994;14:243-67.
- MacLean D, Jones JD, Studholme DJ. Application of 'next-generation' sequencing technologies to microbial genetics.. Nat Rev Microbiol 2009 Apr;7(4):287-96.
- Muegge BD, Kuczynski J, Knights D, Clemente JC, González A, Fontana L, Henrissat B, Knight R, Gordon JI. Diet drives convergence in gut microbiome functions across mammalian phylogeny and within humans.. Science 2011 May 20;332(6032):970-4.
- Turnbaugh PJ, Hamady M, Yatsunenko T, Cantarel BL, Duncan A, Ley RE, Sogin ML, Jones WJ, Roe BA, Affourtit JP, Egholm M, Henrissat B, Heath AC, Knight R, Gordon JI. A core gut microbiome in obese and lean twins.. Nature 2009 Jan 22;457(7228):480-4.
- Serino M, Luche E, Chabo C, Amar J, Burcelin R. Intestinal microflora and metabolic diseases.. Diabetes Metab 2009 Sep;35(4):262-72.
- Suchodolski JS, Xenoulis PG, Paddock CG, Steiner JM, Jergens AE. Molecular analysis of the bacterial microbiota in duodenal biopsies from dogs with idiopathic inflammatory bowel disease.. Vet Microbiol 2010 May 19;142(3-4):394-400.
- Costa MC, Arroyo LG, Allen-Vercoe E, Stämpfli HR, Kim PT, Sturgeon A, Weese JS. Comparison of the fecal microbiota of healthy horses and horses with colitis by high throughput sequencing of the V3-V5 region of the 16S rRNA gene.. PLoS One 2012;7(7):e41484.
- Garrett LA, Brown R, Poxton IR. A comparative study of the intestinal microbiota of healthy horses and those suffering from equine grass sickness.. Vet Microbiol 2002 Jun 5;87(1):81-8.
- Milinovich GJ, Trott DJ, Burrell PC, van Eps AW, Thoefner MB, Blackall LL, Al Jassim RA, Morton JM, Pollitt CC. Changes in equine hindgut bacterial populations during oligofructose-induced laminitis.. Environ Microbiol 2006 May;8(5):885-98.
- Milinovich GJ, Trott DJ, Burrell PC, Croser EL, Al Jassim RA, Morton JM, van Eps AW, Pollitt CC. Fluorescence in situ hybridization analysis of hindgut bacteria associated with the development of equine laminitis.. Environ Microbiol 2007 Aug;9(8):2090-100.
- Milinovich GJ, Burrell PC, Pollitt CC, Klieve AV, Blackall LL, Ouwerkerk D, Woodland E, Trott DJ. Microbial ecology of the equine hindgut during oligofructose-induced laminitis.. ISME J 2008 Nov;2(11):1089-100.
- Garner HE, Coffman JR, Hahn AW, Hutcheson DP, Tumbleson ME. Equine laminitis of alimentary origin: an experimental model.. Am J Vet Res 1975 Apr;36(4 Pt.1):441-4.
- Shirazi-Beechey SP. Molecular insights into dietary induced colic in the horse.. Equine Vet J 2008 Jun;40(4):414-21.
- Durham AE. The role of nutrition in colic.. Vet Clin North Am Equine Pract 2009 Apr;25(1):67-78, vi.
- Geor RJ. Current concepts on the pathophysiology of pasture-associated laminitis.. Vet Clin North Am Equine Pract 2010 Aug;26(2):265-76.
- Geor RJ. Pasture-associated laminitis.. Vet Clin North Am Equine Pract 2009 Apr;25(1):39-50, v-vi.
- USDA. Lameness & laminitis in U.S. horses. Fort Collins, Colorado: United States Department of Agriculture; 2000.
- Milinovich GJ, Klieve AV, Pollitt CC, Trott DJ. Microbial events in the hindgut during carbohydrate-induced equine laminitis.. Vet Clin North Am Equine Pract 2010 Apr;26(1):79-94.
- Al Jassim RA, Scott PT, Trebbin AL, Trott D, Pollitt CC. The genetic diversity of lactic acid producing bacteria in the equine gastrointestinal tract.. FEMS Microbiol Lett 2005 Jul 1;248(1):75-81.
- Garner HE, Moore JN, Johnson JH, Clark L, Amend JF, Tritschler LG, Coffmann JR, Sprouse RF, Hutcheson DP, Salem CA. Changes in the caecal flora associated with the onset of laminitis.. Equine Vet J 1978 Oct;10(4):249-52.
- Daly K, Stewart CS, Flint HJ, Shirazi-Beechey SP. Bacterial diversity within the equine large intestine as revealed by molecular analysis of cloned 16S rRNA genes. FEMS Microbiol Ecol 2001;38(2–3):141–151.
- Grønvold AM, L'Abée-Lund TM, Strand E, Sørum H, Yannarell AC, Mackie RI. Fecal microbiota of horses in the clinical setting: potential effects of penicillin and general anesthesia.. Vet Microbiol 2010 Oct 26;145(3-4):366-72.
- Morita H, Nakano A, Shimazu M, Toh H, Nakajima F, Nagayama M, Hisamatsu S, Kato Y, Takagi M, Takami H, Akita H, Matsumoto M, Masaoka T, Murakami M. Lactobacillus hayakitensis, L. equigenerosi and L. equi, predominant lactobacilli in the intestinal flora of healthy thoroughbreds.. Anim Sci J 2009 Jun;80(3):339-46.
- Goodson J, Tyznik WJ, Cline JH, Dehority BA. Effects of an abrupt diet change from hay to concentrate on microbial numbers and physical environment in the cecum of the pony.. Appl Environ Microbiol 1988 Aug;54(8):1946-50.
- Julliand V, de Fombelle A, Drogoul C, Jacotot E. Feeding and microbial disorders in horses: Part 3 - Effects of three hay: grain ratios on microbial profile and activities. J Equine Vet Sci 2001;21(11):543–546.
- Mackie RI, Wilkins CA. Enumeration of anaerobic bacterial microflora of the equine gastrointestinal tract.. Appl Environ Microbiol 1988 Sep;54(9):2155-60.
- Willing B, Vörös A, Roos S, Jones C, Jansson A, Lindberg JE. Changes in faecal bacteria associated with concentrate and forage-only diets fed to horses in training.. Equine Vet J 2009 Dec;41(9):908-14.
- Yamano H, Koike S, Kobayashi Y, Hata H. Phylogenetic analysis of hindgut microbiota in Hokkaido native horses compared to light horses. Anim Sci J 2008;79(2):234–242.
- Dougal K, Harris PA, Edwards A, Pachebat JA, Blackmore TM, Worgan HJ, Newbold CJ. A comparison of the microbiome and the metabolome of different regions of the equine hindgut.. FEMS Microbiol Ecol 2012 Dec;82(3):642-52.
- Shepherd ML, Swecker WS Jr, Jensen RV, Ponder MA. Characterization of the fecal bacteria communities of forage-fed horses by pyrosequencing of 16S rRNA V4 gene amplicons.. FEMS Microbiol Lett 2012 Jan;326(1):62-8.
- Perkins GA, den Bakker HC, Burton AJ, Erb HN, McDonough SP, McDonough PL, Parker J, Rosenthal RL, Wiedmann M, Dowd SE, Simpson KW. Equine stomachs harbor an abundant and diverse mucosal microbiota.. Appl Environ Microbiol 2012 Apr;78(8):2522-32.
- Wright ES, Yilmaz LS, Noguera DR. DECIPHER, a search-based approach to chimera identification for 16S rRNA sequences.. Appl Environ Microbiol 2012 Feb;78(3):717-25.
- Lozupone CA, Hamady M, Kelley ST, Knight R. Quantitative and qualitative beta diversity measures lead to different insights into factors that structure microbial communities.. Appl Environ Microbiol 2007 Mar;73(5):1576-85.
- Lozupone C, Lladser ME, Knights D, Stombaugh J, Knight R. UniFrac: an effective distance metric for microbial community comparison.. ISME J 2011 Feb;5(2):169-72.
- Dowd SE, Callaway TR, Wolcott RD, Sun Y, McKeehan T, Hagevoort RG, Edrington TS. Evaluation of the bacterial diversity in the feces of cattle using 16S rDNA bacterial tag-encoded FLX amplicon pyrosequencing (bTEFAP).. BMC Microbiol 2008 Jul 24;8:125.
- Shanks OC, Kelty CA, Archibeque S, Jenkins M, Newton RJ, McLellan SL, Huse SM, Sogin ML. Community structures of fecal bacteria in cattle from different animal feeding operations.. Appl Environ Microbiol 2011 May;77(9):2992-3001.
- Ley RE, Hamady M, Lozupone C, Turnbaugh PJ, Ramey RR, Bircher JS, Schlegel ML, Tucker TA, Schrenzel MD, Knight R, Gordon JI. Evolution of mammals and their gut microbes.. Science 2008 Jun 20;320(5883):1647-51.
- Julliand V, de Vaux A, Millet L, Fonty G. Identification of Ruminococcus flavefaciens as the predominant cellulolytic bacterial species of the equine cecum.. Appl Environ Microbiol 1999 Aug;65(8):3738-41.
- DuPont AW, DuPont HL. The intestinal microbiota and chronic disorders of the gut.. Nat Rev Gastroenterol Hepatol 2011 Aug 16;8(9):523-31.
- Sinh P, Barrett TA, Yun L. Clostridium difficile Infection and Inflammatory Bowel Disease: A Review.. Gastroenterol Res Pract 2011;2011:136064.
- Musa S, Moran C, Rahman T. Clostridium difficile infection and liver disease.. J Gastrointestin Liver Dis 2010 Sep;19(3):303-10.
- Songer JG. Clostridial diseases of small ruminants.. Vet Res 1998 May-Aug;29(3-4):219-32.
- Widyastuti Y, Lee SK, Suzuki K, Mitsuoka T. Isolation and characterization of rice-straw degrading clostridia from cattle rumen.. J Vet Med Sci 1992 Feb;54(1):185-8.
- Santos AS, Rodrigues MA, Bessa RJ, Ferreira LM, Martin-Rosset W. Understanding the equine cecum-colon ecosystem: current knowledge and future perspectives.. Animal 2011 Jan;5(1):48-56.
- Werners AH, Bull S, Fink-Gremmels J. Endotoxaemia: a review with implications for the horse.. Equine Vet J 2005 Jul;37(4):371-83.
- Opal SM. Endotoxins and Other Sepsis Triggers. In: Endoxemia and Endotoxin Shock: Disease, Diagnosis and Therapy. Volume 167, edn. Ronco C, Piccinni P, Rosner MH, editor. 2010; pp. 14–24.
- Costa MC, Weese JS. The equine intestinal microbiome.. Anim Health Res Rev 2012 Jun;13(1):121-8.
- Hintz HF, Argenzio RA, Schryver HF. Digestion coefficients, blood glucose levels and molar percentage of volatile acids in intestinal fluid of ponies fed varying forage-grain ratios.. J Anim Sci 1971 Nov;33(5):992-5.
- Suchodolski JS, Ruaux CG, Steiner JM, Fetz K, Williams DA. Application of molecular fingerprinting for qualitative assessment of small-intestinal bacterial diversity in dogs.. J Clin Microbiol 2004 Oct;42(10):4702-8.
- Dowd SE, Sun Y, Wolcott RD, Domingo A, Carroll JA. Bacterial tag-encoded FLX amplicon pyrosequencing (bTEFAP) for microbiome studies: bacterial diversity in the ileum of newly weaned Salmonella-infected pigs.. Foodborne Pathog Dis 2008 Aug;5(4):459-72.
- Rudi K, Skulberg OM, Larsen F, Jakobsen KS. Strain characterization and classification of oxyphotobacteria in clone cultures on the basis of 16S rRNA sequences from the variable regions V6, V7, and V8.. Appl Environ Microbiol 1997 Jul;63(7):2593-9.
- Baker GC, Smith JJ, Cowan DA. Review and re-analysis of domain-specific 16S primers.. J Microbiol Methods 2003 Dec;55(3):541-55.
- Edgar RC. Extreme high-speed clustering, alignment and database search. 2010; p. 579.
- Gontcharova V, Youn E, Wolcott RD, Hollister EB, Gentry TJ, Dowd SE. Black Box Chimera Check (B2C2): a Windows-Based Software for Batch Depletion of Chimeras from Bacterial 16S rRNA Gene Datasets.. Open Microbiol J 2010 Aug 11;4:47-52.
- Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ. Basic local alignment search tool.. J Mol Biol 1990 Oct 5;215(3):403-10.
- Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Peña AG, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, McDonald D, Muegge BD, Pirrung M, Reeder J, Sevinsky JR, Turnbaugh PJ, Walters WA, Widmann J, Yatsunenko T, Zaneveld J, Knight R. QIIME allows analysis of high-throughput community sequencing data.. Nat Methods 2010 May;7(5):335-6.
- Chao A, Bunge J. Estimating the number of species in a stochastic abundance model.. Biometrics 2002 Sep;58(3):531-9.
- Wang Q, Garrity GM, Tiedje JM, Cole JR. Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy.. Appl Environ Microbiol 2007 Aug;73(16):5261-7.
- McDonald D, Price MN, Goodrich J, Nawrocki EP, DeSantis TZ, Probst A, Andersen GL, Knight R, Hugenholtz P. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea.. ISME J 2012 Mar;6(3):610-8.
- Caporaso JG, Bittinger K, Bushman FD, DeSantis TZ, Andersen GL, Knight R. PyNAST: a flexible tool for aligning sequences to a template alignment.. Bioinformatics 2010 Jan 15;26(2):266-7.
- Price MN, Dehal PS, Arkin AP. FastTree: computing large minimum evolution trees with profiles instead of a distance matrix.. Mol Biol Evol 2009 Jul;26(7):1641-50.
- Henneke DR, Potter GD, Kreider JL, Yeates BF. Relationship between condition score, physical measurements and body fat percentage in mares.. Equine Vet J 1983 Oct;15(4):371-2.
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