- Research article
- Open Access
Microbial community composition along the digestive tract in forage- and grain-fed bison
© The Author(s). 2017
- Received: 18 April 2017
- Accepted: 7 August 2017
- Published: 17 August 2017
Diversity and composition of microbial communities was compared across the 13 major sections of the digestive tract (esophagus, reticulum, rumen, omasum, abomasum, duodenum, jejunum, ileum, cecum, ascending colon, transverse colon, descending colon, and rectum) in two captive populations of American bison (Bison bison), one of which was finished on forage, the other on grain.
Microbial diversity fell to its lowest levels in the small intestine, with Bacteroidetes reaching their lowest relative abundance in that region, while Firmicutes and Euryarchaeota attained their highest relative abundances there. Gammaproteobacteria were most abundant in the esophagus, small intestine, and colon. The forage-finished bison population exhibited higher overall levels of diversity, as well as a higher relative abundance of Bacteroidetes in most gut sections. The grain-finished bison population exhibited elevated levels of Firmicutes and Gammaproteobacteria. Within each population, different sections of the digestive tract exhibited divergent microbial community composition, although it was essentially the same among sections within a given region of the digestive tract. Shannon diversity was lowest in the midgut. For each section of the digestive tract, the two bison populations differed significantly in microbial community composition.
Similarities among sections indicate that the esophagus, reticulum, rumen, omasum, and abomasum may all be considered to house the foregut microbiota; the duodenum, jejunum, and ileum may all be considered to house the small intestine or midgut microbiota; and the cecum, ascending colon, transverse colon, descending colon, and rectum may all be considered to house the hindgut microbiota. Acid from the stomach, bile from the gall bladder, digestive enzymes from the pancreas, and the relatively low retention time of the small intestine may have caused the midgut’s low microbial diversity. Differences in microbial community composition between populations may have been most strongly influenced by differences in diet (forage or grain). The clinical condition of the animals used in the present study was not evaluated, so further research is needed to establish whether the microbial profiles of some bison in this study are indeed indicative of dysbiosis, a predisposing factor to ruminal acidosis and its sequelae.
- Digestive tract
Ruminants, like all vertebrate herbivores, rely on vegetation for nourishment, but are unable to digest plant fibers without the aid of symbiotic microbes in their digestive tract . Most of the ruminant digestive system is a favorable environment for microbes, as body temperature is warm and stable at around 39 °C . However, the digestive tract is also a challenging environment for microbes given that they must compete for space and nutrients  Moreover, although ruminants provide their symbionts with abundant resources, most are in the form of cellulose, which is difficult to break down . The reticulorumen and omasum are weakly acidic with a pH of 5.5–6.5, which is favorable for many microbes . These sections house most of the ruminant’s symbiotic microbiota. Bacteria and protozoa are predominant, accounting for 40–60% of microbial biomass . Bacteria fermenting this material release the volatile fatty acids (VFAs) acetic, propionic, and butyric acid, which the host absorbs and metabolizes .
As in other mammals, the ruminant gut microbiota is dominated by the bacterial phyla Firmicutes, Bacteroidetes, Actinobacteria, Proteobacteria (especially in the class Gammaproteobacteria) and Verrucomicrobia , while most archaea are methanogens in the phylum Euryarchaeota [6, 8–10]. Because the different sections of the ruminant gut present different environmental conditions, the composition of the gut microbiota changes from one section to another. The first region (a functional grouping of sections) is the foregut, which houses several common fibrolytic species [11–13], as well as amolytic, saccharolytic, lactolytic, and proteolytic species [14–17]. Second, the abomasum has a pH of 2–4, which kills and digests many of the microbes entering from the omasum, supplying the host with 60–90% of its amino acids, which are in turn absorbed in the small intestine [18–20]; . Third, the small intestine is responsible for neutralizing acid from the stomach, breaking down macromolecules with enzymes, and absorbing nutrients. Microbial biomass drops sharply between the foregut and small intestine because of the acidity of the abomasum, but then increases caudally as pH rises again from 2 to 4 in the duodenum, to 4–7 in the jejunum, and finally to 7–8 in the ileum . Finally, the hindgut is the last site for salt and water balance. In ruminants, this region is second to the foregut in microbial biomass. Microbiota in the cecum, colon, and rectum ferment remaining fiber and produce a variety of vitamins for their host [1, 22].
Community composition was compared along the entire digestive tract of two captive populations of plains bison (Bison bison bison). In domestic cattle (Bos taurus taurus), gut microbiota have been explored in the reticulorumen and feces [23–26], as well as across more sites along the digestive tract [5, 27]. Microbial diversity along the digestive tract has been researched in humans, rodents, and horses as well [28–30]. However, studies of the gut microbiota of bison have been limited to the reticulorumen [31–33] and feces . The earlier research on ruminal microbiota predates high-throughput sequencing, so it relied on culture-dependent methods that could not detect much of the microbial diversity found in the gut. The study by  used culture-independent methods to characterize fecal microbiota in semi-free-ranging wood bison (B. bison athabascae). In the present study, two related questions were addressed. One, to what degree does microbial community composition vary along the length of the digestive tract in plains bison? Two, does the relative abundance of a given microbial taxon in a given gut section differ between two bison populations? It was hypothesized that different sections of the digestive tract would exhibit differences in microbial diversity and community composition. Likewise, for a given digestive tract section, these variables were expected to differ between the two bison populations.
Animals and sampling
Thirteen major sections of the alimentary canal for sampling were identified. In anterocaudal order, they were the esophagus, reticulum, rumen, omasum, abomasum, duodenum, jejunum, ileum, cecum, ascending colon, transverse colon, descending colon, and rectum. Four bison from one population were dissected on site at an abattoir on one day, and three from another population a week later, for a total of seven bison. On October 10, 2012, all four bison were grain-finished bulls, aged two-three years, from Colorado (Population B). On October 16, 2012, all three bison were forage-finished cows, aged four-fourteen years, from Nebraska (Population A). The forage-finished diet consisted of 100% roughage for the lifetime of the animals. In contrast, the grain-finished diet was 60% corn and 40% roughage from age six months, with the bison not being returned to forage prior to slaughter. For all seven individuals, double sterile cotton swabs were used to simultaneously sample the lumen and mucosa of each section in triplicate, yielding a total of 273 samples. These were transported on ice in a cooler, and stored frozen at −20 °C until processing.
DNA isolation, amplification, and sequencing
DNA extractions were then performed on all four of the grain-fed bison, and on three of the forage-fed bison, using the MO BIO PowerSoil®-htp 96 Well Soil DNA Isolation Kit, according to the method in .
A portion of the 16S rRNA gene was PCR-amplified and sequenced to characterize bacterial and archaeal community composition in the bison digestive tract. To amplify these 16S rRNA genes for barcoded high throughput sequencing, the methods of  were followed. The primer pair 515F / 806R was used with Illumina adapters, and with a 12-bp error-correcting barcode unique to each sample on the reverse primer. The V4–V5 variable region amplified by this primer set is well-suited to accurate phylogenetic placement of bacterial sequences . Together, these primers form a good “universal” primer set that amplifies nearly all bacterial and archaeal taxa with few biases . Amplicons were cleaned using the MO BIO PowerClean® DNA Clean-Up Kit, and quantified using first the Quant-iT™ PicoGreen® dsDNA Assay Kit, and then the Thermo Scientific NanoDrop 1000, to determine the volume needed to produce a single composite sample with equal representation of each individual sample. The composite sample was taken to the University of Colorado Genomics Core Facility for sequencing on an Illumina MiSeq machine with the 2 × 150 bp paired-end protocol.
The QIIME pipeline was used for data analysis. Quality filtering and processing of reads was performed following . Only forward reads were used for downstream analyses . Samples were standardized using rarefaction, and bacterial 16S rRNA sequences were clustered into operational taxonomic units (OTUs) at the 97% similarity level using the RDPII taxonomy . Parametric and nonparametric statistical approaches were used to determine if communities varied across gut sections within each population of bison, as well as for a given gut section between the two bison populations. The Shannon index was used to compare diversity levels among sections and between populations. Single-factor ANOVA with the Tukey HSD post-hoc test was used for comparisons among sections, while t-tests with Bonferroni corrections were used for comparisons between populations. Exploratory and multivariate statistics consisted of hierarchical cluster analysis, SIMPER, principal coordinates analysis (PCoA), and PERMANOVA. Relative abundance data were square root transformed, and then used to generate a Bray-Curtis similarity matrix, from which the PCoA ordination plot was produced. These analyses were performed in the PRIMER + PERMANOVA 6 software package  and in the R programming language (R ).
In each population, microbial community composition was significantly different among gut sections from different regions, but similar among those within the same region, namely the multi-chambered stomach and large intestine. This is probably because, although anatomically partitioned, each of these two regions probably functions as a unit  The present study on bison, like previous work on cattle [44, 45], sheep , and moose [27, 47] also shows that the microbial communities of the rumen and colon are distinct. Thus, while fecal samples can be used as noninvasive colonic samples, they do not represent ruminal communities. Further work is needed to determine if microbial taxa or their ratios in fecal samples may be used as indicators of these or other taxa in the rumen.
For both bison populations studied, diversity as indicated by the Shannon index appears to be lowest in the small intestine, and for bison from Population A (forage-finished), diversity was lowest in the ileum specifically, although the other sections showed no clear trend. The two dominant bacterial phyla in the digestive tract were the Bacteroidetes and Firmicutes, as is the case in all known mammals [48–51]). Bacteroidetes exhibited their lowest relative abundance in the small intestine, while Firmicutes reached their highest relative abundance there.
Earlier research has shown that, despite high resource availability, the small intestine tends to harbor the lowest levels of microbial biomass and diversity of any gastrointestinal section, for two main reasons . The first is that digesta have a relatively short retention time in the small intestine due to peristaltic movement, which gives microbes less time to proliferate there . The second is the influence of the section just anterior to the small intestine, the abomasum (true stomach). While the pH of most gut sections ranges from 5 to 7, the abomasum has pH levels of 2–4, the lowest of the ruminant digestive tract [6, 54, 55]. Although the small intestine receives this gastric acid and begins buffering it, that takes time. Digesta pass through the long ruminant small intestine, which is about 20 times the length of the animal, or some 40 m long in bison and cattle. During this time, pH remains relatively low in the duodenum and jejunum, and does not return to near neutral levels until the ileum. In addition to acid, the small intestine also receives bile from the gall bladder and enzymatic secretions from the pancreas. Together, these three inputs create a relatively harsh environment for most microbes . In this environment, the Gram- Bacteroidetes could be at a disadvantage compared to the Firmicutes, which have a thick peptidoglycan Gram + cell wall .
The effect of gut region on community composition was stronger than that of population, as microbial communities were more similar in the same region between populations, than to another region within the same population (Fig. 3). Nevertheless, the bison from Population A (forage-finished) appeared to support greater microbial diversity in most sections of the digestive tract, except the ileum. Previous work with captive domestic cattle has shown that age, sex, and location have less of an effect on microbial community composition than diet [25, 57], although the ruminal microbiota of cattle have been observed to vary with both age and diet , and those of moose (Alces alces) with age, weight, and location, but not sex [27, 47]. Like other sexually dimorphic ungulates, bison exhibit sexual segregation for most of the year . Accordingly, isotopic and chemical analyses have shown that bison diets differ with age and sex [60, 61] although chloroplast gene sequence-based research has shown that the bison diet does not vary with age or sex . Differences in age, sex, and location between bison populations in the present study make interpretation of the results more difficult, but dietary differences could have had a greater effect on gut community composition than these other factors. Thus, differences in community composition between these populations for a given gut section may be due primarily to forage-finishing in Population A and grain-finishing in Population B. Specifically, the present study suggests that a forage-based diet may be associated with overall greater gut microbial diversity in bison (Fig. 1). This finding is consistent with those of other studies, which have shown that fiber-based diets promote higher levels of microbial diversity than finishing diets, because the fermentation of fiber generates more byproducts than that of starch [63, 64].In many gut sections, Bacteroidetes were more abundant with a forage diet, while Firmicutes were more abundant with a grain diet. This mirrors what has been found in studies on obesity in humans and mice, where a more natural, less calorific diet that is rich in protein and fiber seems to favor Bacteroidetes, while an artificial, energy-rich diet of starch and fats seems to favor Firmicutes [22, 65, 66]; [67, 68]. Thus, the gut microbiota of grain-fed bison appears to resemble those of other animals fed a diet high in starchy, processed foods. At the phylum level, Proteobacteria were more abundant with a grain diet only in the omasum. Moreover, at the class level, a higher relative abundance of Gammaproteobacteria was associated with the grain diet throughout much of the digestive tract.
Within a given population, microbial community composition differed among sections of the digestive tract, but was similar for sections within the same region, especially the foregut and hindgut. The sections of the small intestine or midgut were overall similar to one another, but exhibited some similarities to the other regions as well. Shannon diversity was lowest in the small intestine, likely because of a generally short retention time in the small intestine, and the influence of low pH from the stomach, bile from the gall bladder, and digestive enzymes from the pancreas. This may be why Firmicutes, with their thick cell wall, dominate in the small intestine. The present study also found microbial community compositional differences for a given gut section from two bison populations, possibly due to differences in diet (forage- vs. grain-fed). However, microbial community composition was more divergent among regions of the gut than between dietary groups, indicating that physiological conditions along the digestive tract play a larger role in structing microbial communities than does diet.
It is noteworthy that certain bacterial groups exhibited differences in relative abundance between the rectum and elsewhere in the GI tract. Thus, although fecal sampling is convenient and noninvasive, one must be cautious when extrapolating abundances of bacteria in fecal samples to elsewhere in the alimentary canal . Given previous research on grain-fed cattle and bison, as well as on obese mice and humans, it is likely that the higher levels of Firmicutes and Gammaproteobacteria found in the grain-finished bison represented dysbiosis [69, 70]; . However, the bison in this study were not assessed for ruminal acidosis, anorexia, or the shedding of enterohemorrhagic bacteria to their environment. Additional research is needed to evaluate the clinical relevance of symbiotic communities brought about by artificial feeding methods in bison.
I thank Noah Fierer for editorial and financial support. I thank Jessica Henley for support with preparation of samples for sequencing. Finally, I also thank Jonathan Leff and Juanma Peralta for assistance with dissection and sample processing.
Funding for laboratory equipment, supplies, and procedures was provided by Dr. Noah Fierer, Associate Professor of Ecology and Evolutionary Biology (EBIO), and Fellow of the Cooperative Institute for Research in Environmental Sciences (CIRES) at the University of Colorado, Boulder.
Availability of data and materials
The datasets generated and/or analyzed during the current study are available in the repository of FigShare.com at the following URLs.
As the sole author of this study, I collected all samples from freshly discarded bison tissue at an abattoir with the aid of two assistants. I also analyzed and interpreted all data, was the sole writer of this manuscript, and made all revisions after receiving editorial comments.
Ethics approval and consent to participate
The samples used in this study came from freshly discarded bison viscera at an abattoir (slaughter house), so no Institutional Animal Care and Use Committee (IACUC) approval was required.
Consent for publication
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- Van S,PJ. Nutritional Ecology of the Ruminant. 2nded. Ithaca, New York: Cornell University Press; 1994.Google Scholar
- Lenz RW, Ball GD, Leibfried ML, Ax RL, First NL. In vitro maturation and fertilization of bovine oocytes are temperature-dependent processes. Biol Reprod. 1983;29:173–9.View ArticlePubMedGoogle Scholar
- Flint, Harry J, Sylvia H Duncan, Karen P Scott, and Petra Louis. 2007. “Interactions and competition within the microbial Community of the Human Colon: links between diet and health.” Environ Microbiol 9 (5): 1101–1111. doi:10.1111/j.1462-2920.2007.01281.x.
- Morrison M, Pope PB, Denman SE, McSweeney CS. Plant biomass degradation by gut microbiomes: more of the same or something new? Curr Opin Biotechnol. 2009;20(3):358–63. doi:10.1016/j.copbio.2009.05.004.View ArticlePubMedGoogle Scholar
- Frey JC, Pell AN, Berthiaume R, Lapierre H, Lee S, Ha JK, Mendell JE, Angert ER. Comparative studies of microbial populations in the rumen, duodenum, ileum and Faeces of lactating dairy cows. J Appl Microbiol. 2010;108(6):1982–93. doi:10.1111/j.1365-2672.2009.04602.x.PubMedGoogle Scholar
- Hobson, P.N., and C.S. Stewart. 1997. The rumen microbial ecosystem. Edited by P.N. Hobson and C.S. Stewart. Second. New York: Blackie Academic & Professional.Google Scholar
- Henderson G, Cox F, Ganesh S, Jonker A, Young W, Abecia L, Angarita E, et al. Rumen microbial community composition varies with diet and host, but a Core microbiome is found across a wide geographical range. Sci Rep. 2015;5(April):14567. doi:10.1038/srep14567.View ArticlePubMedPubMed CentralGoogle Scholar
- Hook, Sarah E, André-Denis G Wright, and Brian W McBride. 2010. “Methanogens: Methane Producers of the Rumen and Mitigation Strategies.” Archaea (Vancouver, B.C.) 2010 (January): 945785. doi:10.1155/2010/945785.
- Janssen PH, Kirs M. Structure of the archaeal Community of the Rumen. Appl Environ Microbiol. 2008;74(12):3619–25. doi:10.1128/AEM.02812-07.View ArticlePubMedPubMed CentralGoogle Scholar
- Singh KM, Pandya PR, Parnerkar S, Tripathi AK, Rank DN, Kothari RK, Joshi CG. Molecular identification of methanogenic Archae from Surti buffaloes (Bubalus Bubalis), reveals more Hydrogenotrophic methanogens Phylotypes. Braz J Microbiol. 2011;42:132–9.View ArticlePubMedPubMed CentralGoogle Scholar
- Devillard E, Goodheart DB, Karnati SKR, Bayer EA, Lamed R, Miron J, Karen E, Morrison M, Nelson KE. Ruminococcus Albus 8 mutants defective in cellulose degradation are deficient in two Processive Endocellulases, Cel48A and Cel9B, both of which possess a novel modular architecture. J Bacteriol. 2004;186(1):136–45. doi:10.1128/JB.186.1.136.View ArticlePubMedPubMed CentralGoogle Scholar
- Morrison M, Miron J. Adhesion to cellulose by Ruminococcus Albus: a combination of Cellulosomes and Pil-proteins? FEMS Microbiol Lett. 2000;185(2):109–15.View ArticlePubMedGoogle Scholar
- Suen G, Stevenson DM, Bruce DC, Chertkov O, Copeland A, Cheng J-F, Detter C, et al. Complete genome of the cellulolytic ruminal bacterium Ruminococcus Albus 7. J Bacteriol. 2011;193(19):5574–5. doi:10.1128/JB.05621-11.View ArticlePubMedPubMed CentralGoogle Scholar
- Chistoserdova L, Jenkins C, Kalyuzhnaya MG, Marx CJ, Lapidus A, Vorholt JA, Staley JT, Lidstrom ME. The enigmatic Planctomycetes may hold a key to the origins of Methanogenesis and Methylotrophy. Mol Biol Evol. 2004;21(7):1234.View ArticlePubMedGoogle Scholar
- Forano E, Delort A-M, Matulova M. Carbohydrate metabolism in Fibrobacter succinogenes : what NMR tells us. Microb Ecol Health Dis. 2008;20(2):94–102. doi:10.1080/08910600802106517.View ArticleGoogle Scholar
- Jiao J, Lu Q, Tan Z, Guan L, Zhou C, Tang S, Han X. In vitro evaluation of effects of gut region and fiber structure on the intestinal dominant bacterial diversity and functional bacterial species. Anaerobe. 2014;28(August):168–77. doi:10.1016/j.anaerobe.2014.06.008.View ArticlePubMedGoogle Scholar
- Marx H, Graf AB, Tatto NE, Thallinger GG, Mattanovich D, Sauer M. Genome sequence of the ruminal bacterium Megasphaera Elsdenii. J Bacteriol. 2011;193(19):5578–9. doi:10.1128/JB.05861-11.View ArticlePubMedPubMed CentralGoogle Scholar
- Asplund, J.M. 1994. Principles of protein nutrition of ruminants. Edited by J.M. Asplund. First. Boca Raton, Florida: CRC Press.Google Scholar
- Stevens CE, Hume ID. Comparative Physiology of the Vertebrate Digestive System. 2nded. Cambridge: Cambridge University Press; 1995.Google Scholar
- Stevens CE, Hume ID. Contributions of microbes in vertebrate gastrointestinal tract to production and conservation of nutrients. Physiol Rev. 1998;78(2):393–427.PubMedGoogle Scholar
- Rosenvinge, Erik C Von, Yang Song, James R White, Cynthia Maddox, Thomas Blanchard, and W Florian Fricke. 2013. “Immune Status, Antibiotic Medication and pH Are Associated with Changes in the Stomach Fluid Microbiota.” The ISME Journal 7 (7). Nature Publishing Group: 1354–66. doi:10.1038/ismej.2013.33.
- Guo X, Xia X, Tang R, Zhou J, Zhao H, Wang K. Development of a real-time PCR method for Firmicutes and Bacteroidetes in Faeces and its application to quantify intestinal population of obese and lean pigs. Lett Appl Microbiol. 2008;47(5):367–73. doi:10.1111/j.1472-765X.2008.02408.x.View ArticlePubMedGoogle Scholar
- Ozutsumi Y, Hayashi H, Sakamoto M, Itabashi H, Benno Y. Culture-independent analysis of fecal microbiota in cattle. Biosci Biotechnol Biochem. 2005;69(9):1793–7.View ArticlePubMedGoogle Scholar
- Patton TG, Scupham AJ, Bearson SMD, Carlson SA. Characterization of fecal microbiota from a salmonella endemic cattle herd as determined by oligonucleotide fingerprinting of rDNA genes. Vet Microbiol. 2009;136(3–4):285–92. doi:10.1016/j.vetmic.2008.10.032.View ArticlePubMedGoogle Scholar
- 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;77(9):2992–3001. doi:10.1128/AEM.02988-10.View ArticlePubMedPubMed CentralGoogle Scholar
- Thoetkiattikul H, Mhuantong W, Laothanachareon T, Tangphatsornruang S, Pattarajinda V, Eurwilaichitr L, Champreda V. Comparative analysis of microbial profiles in cow rumen fed with different dietary fiber by tagged 16S rRNA gene pyrosequencing. Curr Microbiol. 2013;67(2):130–7. doi:10.1007/s00284-013-0336-3.View ArticlePubMedGoogle Scholar
- Ishaq SL, Wright A-DG. Insight into the bacterial gut microbiome of the north American moose (Alces Alces). BMC Microbiol. 2012;12(212):1–12. doi:10.1128/AEM.71.12.8228-8235.2005.Google Scholar
- Dougal K, de la Fuente G, Harris P a, Girdwood SE, Pinloche E, Jamie Newbold C. Identification of a Core bacterial community within the large intestine of the horse. PLoS One. 2013;8(10):e77660. doi:10.1371/journal.pone.0077660.View ArticlePubMedPubMed CentralGoogle Scholar
- Kohl, Kevin D, Aaron W Miller, James E Marvin, Roderick Mackie, and M Denise Dearing. 2014. “Herbivorous Rodents (Neotoma Spp.) Harbour Abundant and Active Foregut Microbiota.” Environmental Microbiology, December. doi:10.1111/1462–2920.12376.
- Wang M, Ahrné S, Jeppsson B, Molin G. Comparison of bacterial diversity along the human intestinal tract by direct cloning and sequencing of 16S rRNA genes. FEMS Microbiol Ecol. 2005;54(2):219–31. doi:10.1016/j.femsec.2005.03.012.View ArticlePubMedGoogle Scholar
- Towne G, Nagaraja TG, Cochran RC. Ruminal microbial populations and fermentation characteristics in bison and cattle fed high- and low-quality forage. Microb Ecol. 1989;17(3):311–6. doi:10.1007/BF02012843.View ArticlePubMedGoogle Scholar
- Towne G, Nagaraja TG, Cochran RC, Harmon DL, Owensby CE, Kaufman DW. Comparisons of ruminal fermentation characteristics and microbial populations in bison and Cattlet. Appl Environ Microbiol. 1988;54(10):2510–4.PubMedPubMed CentralGoogle Scholar
- Varel VH, Dehority BA. Ruminal cellulolytic bacteria and protozoa from bison, cattle-bison hybrids, and cattle fed three alfalfa-corn diets. Appl Environ Microbiol. 1989;55(1):148–53.PubMedPubMed CentralGoogle Scholar
- Weese JS, Shury T, Jelinski MD. The fecal microbiota of semi-free-ranging wood bison (bison bison Athabascae). BMC Vet Res. 2014;10(January):120. doi:10.1186/1746-6148-10-120.View ArticlePubMedPubMed CentralGoogle Scholar
- Lauber CL, Strickland MS, Bradford MA, Fierer N. The influence of soil properties on the structure of bacterial and fungal communities across land-use types. Soil Biol Biochem. 2008;40(9):2407–15. doi:10.1016/j.soilbio.2008.05.021.View ArticleGoogle Scholar
- Lauber CL, Hamady M, Knight R, Fierer N. Pyrosequencing-based assessment of soil pH as a predictor of soil bacterial community structure at the continental scale. Appl Environ Microbiol. 2009;75(15):5111–20. doi:10.1128/AEM.00335-09.View ArticlePubMedPubMed CentralGoogle Scholar
- Liu, Zongzhi, Catherine Lozupone, Micah Hamady, Frederic D Bushman, and Rob Knight. 2007. “Short pyrosequencing reads suffice for accurate microbial community analysis.” Nucleic Acids Res 35 (18): e120. doi:10.1093/nar/gkm541.
- Bergmann, Gaddy T, Scott T Bates, Kathryn G Eilers, Christian L Lauber, J Gregory Caporaso, William A Walters, Rob Knight, and Noah Fierer. 2011. “The under-Recognized Dominance of Verrucomicrobia in Soil Bacterial Communities.” Soil Biology & Biochemistry 43 (7). Elsevier Ltd: 1450–1455. doi:10.1016/j.soilbio.2011.03.012.
- Caporaso JG, Lauber CL, Walters W a, Berg-Lyons D, Lozupone CA, Turnbaugh PJ, Fierer N, Knight R. Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample. June: Proceedings of the National Academy of Sciences of the United States of America; 2011. p. 1–7. doi:10.1073/pnas.1000080107.Google Scholar
- Werner, Jeffrey J, Omry Koren, Philip Hugenholtz, Todd Z DeSantis, William A Walters, J Gregory Caporaso, Largus T Angenent, Rob Knight, and Ruth E Ley. 2012. “Impact of Training Sets on Classification of High-Throughput Bacterial 16s rRNA Gene Surveys.” The ISME Journal 6 (1). Nature Publishing Group: 94–103. doi:10.1038/ismej.2011.82.
- Cole JR, Chai B, Farris RJ, Wang Q, Kulam-Syed-Mohideen AS, McGarrell DM, Bandela AM, Cardenas E, Garrity GM, Tiedje JM. The ribosomal database project (RDP-II): introducing myRDP space and quality controlled public data. Nucleic Acids Res. 2007;35(Database issue):D169–72. doi:10.1093/nar/gkl889.View ArticlePubMedGoogle Scholar
- Clarke KR, Gorley RN. PRIMER v6: user manual/tutorial. Plymouth, England: PRIMER-E; 2006.Google Scholar
- Development Core Team R. R: a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2014.Google Scholar
- Oliveira MNV de, Jewell KA, Freitas FS, Benjamin LA, Totola MR, Borges AC, Moraes CA, Suen G. Characterizing the microbiota across the gastrointestinal tract of a Brazilian Nelore steer. Vet Microbiol. 2013;164(3–4):307–14. doi:10.1016/j.vetmic.2013.02.013.View ArticlePubMedGoogle Scholar
- Romero-Pérez GA, Ominski KH, McAllister T a, Krause DO. Effect of environmental factors and influence of rumen and hindgut biogeography on bacterial communities in steers. Appl Environ Microbiol. 2011;77(1):258–68. doi:10.1128/AEM.01289-09.View ArticlePubMedGoogle Scholar
- Neumann LM, Dehority B a. An investigation of the relationship between fecal and rumen bacterial concentrations in sheep. Zoo Biology. 2008;27(2):100–8. doi:10.1002/zoo.20166.View ArticlePubMedGoogle Scholar
- Ishaq, Suzanne L., and André-Denis Wright. 2014. “High-Throughput DNA Sequencing of the Ruminal Bacteria from Moose (Alces alces) in Vermont, Alaska, and Norway.” Microbial Ecology 68 (2). Springer US: 185–195. doi:10.1007/s00248-014-0399-0.
- Ley, Ruth E, Micah Hamady, Catherine Lozupone, Peter J Turnbaugh, Rob Roy Ramey, J Stephen Bircher, Michael L Schlegel, et al. 2008. “Evolution of Mammals and Their Gut Microbes.” Science (New York, N.Y.) 320 (5883): 1647–51. doi:10.1126/science.1155725.
- Ley RE, Lozupone C a, Hamady M, Knight R, Gordon JI. Worlds within Worlds: Evolution of the Vertebrate Gut Microbiota. Nature Reviews. Microbiology. 2008;6(10):776–88. doi:10.1038/nrmicro1978.View ArticlePubMedPubMed CentralGoogle Scholar
- Filippo C, De D, Cavalieri MDP, Ramazzotti M, Poullet JB, Massart S, Collini S, Pieraccini G, Lionetti P. Impact of diet in shaping gut microbiota revealed by a comparative study in children from Europe and rural Africa. Proc Natl Acad Sci. 2010;107(33):14691–6. doi:10.1073/pnas.1005963107.View ArticlePubMedPubMed CentralGoogle Scholar
- 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 (New York, N.Y.). 2011;332(6032):970–4. doi:10.1126/science.1198719.View ArticleGoogle Scholar
- Gerritsen J, Smidt H, Rijkers GT, de Vos WM. Intestinal microbiota in human health and disease: the impact of probiotics. Genes Nutr. 2011;6(3):209–40. doi:10.1007/s12263-011-0229-7.View ArticlePubMedPubMed CentralGoogle Scholar
- Booijink CCGM, Zoetendal EG, Kleerebezem M, de Vos WM. Microbial communities in the human small intestine: coupling diversity to metagenomics. Future Microbiol. 2007;2(3):285–95. doi:10.2217/174609126.96.36.1995.View ArticlePubMedGoogle Scholar
- Booyse, Dirk G., and Burk a. Dehority. 2012. “Protozoa and Digestive Tract Parameters in Blue Wildebeest (Connochaetes taurinus) and Black Wildebeest (Connochaetes gnou), with Description of Entodinium Taurinus N. Sp.” European Journal of Protistology 48 (4). Elsevier GmbH: 283–289. doi:10.1016/j.ejop.2012.04.004.
- Wheeler WE, Noller CH. Gastrointestinal tract pH and starch in feces of ruminants. J Anim Sci. 1977;44(1):131–5.View ArticlePubMedGoogle Scholar
- Vos P, Garrity G, Jones D, Krieg NR, Ludwig W, Rainey FA, Schleifer KH, Whitman W. Bergey’s manual of systematic bacteriology: volume 3: the Firmicutes. In: Edited by P Vos, G Garrity, D Jones, NR Krieg, W Ludwig, FA Rainey, KH Schleifer, and W Whitman. Second: Springer New York; 2009.Google Scholar
- Kim M, Kim J, Kuehn LA, Bono JL, Berry ED, Kalchayanand N, Freetly HC, Benson K, Wells JE. Investigation of bacterial diversity in the feces of cattle fed different diets. J Anim Sci. 2014;92:683–94. doi:10.2527/jas2013-6841.View ArticlePubMedGoogle Scholar
- Kumar, Sanjay, Nagaraju Indugu, Bonnie Vecchiarelli, and Dipti W Pitta. 2015. “Associative Patterns among Anaerobic Fungi, Methanogenic Archaea, and Bacterial Communities in Response to Changes in Diet and Age in the Rumen of Dairy Cows.” Frontiers in Microbiology 6. Frontiers Media SA: 781. doi:10.3389/fmicb.2015.00781.
- Mooring M, Reisig D, Osborne E, Kanallakan A, Hall B, Schaad E, Wiseman D, Huber R. Sexual segregation in bison: a test of multiple hypotheses. Behaviour. 2005;142(7):897–927. doi:10.1163/1568539055010110.View ArticleGoogle Scholar
- Post, Diane M, Trent S Armbrust, Eva A Horne, Jacob R Goheen, and E V A A Horne. 2001. “Sexual segregation results in differences in content and quality of bison (Bos Bison) diets.” J Mammal 82 (2): 407–413.Google Scholar
- Rosas CA, Engle DM, Shaw JH. Potential ecological impact of diet selectivity and bison herd composition. Great Plains Res. 2005;15(1):3–13.Google Scholar
- Bergmann GT, Craine JM, Robeson MS, Fierer N. Seasonal shifts in diet and gut microbiota of the American bison (bison bison). PLoS One. 2015;10(11):e0142409. doi:10.1371/journal.pone.0142409.View ArticlePubMedPubMed CentralGoogle Scholar
- Belanche A, Doreau M, Edwards JE, Moorby JM, Pinloche E, Newbold CJ. Shifts in the rumen microbiota due to the type of carbohydrate and level of protein ingested by dairy cattle are associated with changes in rumen fermentation. J Nutr. 2012;142(9):1684–92. doi:10.3945/jn.112.159574.View ArticlePubMedGoogle Scholar
- Fernandes, Karlette A., Sandra Kittelmann, Christopher W. Rogers, Erica K. Gee, Charlotte F. Bolwell, Emma N. Bermingham, and David G. Thomas. 2014. “Faecal Microbiota of Forage-Fed Horses in New Zealand and the Population Dynamics of Microbial Communities Following Dietary Change.” Edited by Robert J. Forster. PLoS ONE 9 (11). Public Library of Science: e112846. doi:10.1371/journal.pone.0112846.
- Turnbaugh PJ, Ley RE, Mahowald MA, Magrini V, Mardis ER, Gordon JI. An obesity-associated gut microbiome with increased capacity for energy harvest. Nature. 2006;444(7122):1027–31. doi:10.1038/nature05414.View ArticlePubMedGoogle Scholar
- Guo X, Xia X, Tang R, Wang K. Real-time PCR quantification of the predominant bacterial divisions in the distal gut of Meishan and landrace pigs. Anaerobe. 2008;14(4):224–8. doi:10.1016/j.anaerobe.2008.04.001.View ArticlePubMedGoogle Scholar
- Costello, Elizabeth K, Jeffrey I Gordon, Stephen M Secor, and Rob Knight. 2010. “Postprandial Remodeling of the Gut Microbiota in Burmese Pythons.” The ISME Journal 4 (11). Nature Publishing Group: 1375–1385. doi:10.1038/ismej.2010.71.
- Thomas F, Hehemann J-H, Rebuffet E, Czjzek M, Michel G. Environmental and gut Bacteroidetes: the food connection. Front Microbiol. 2011;2(May):93. doi:10.3389/fmicb.2011.00093.PubMedPubMed CentralGoogle Scholar
- Krause KM, Oetzel GR. Understanding and preventing subacute ruminal acidosis in dairy herds: a review. Anim Feed Sci Technol. 2006;126(3–4):215–36. doi:10.1016/j.anifeedsci.2005.08.004.View ArticleGoogle Scholar
- Nagaraja, T G, and E C Titgemeyer. 2007. “Ruminal Acidosis in Beef Cattle: The Current Microbiological and Nutritional Outlook.” Journal of Dairy Science 90 Suppl 1 (7). Elsevier: E17–38. doi:10.3168/jds.2006-478.
- Plaizier JC, Krause DO, Gozho GN, McBride BW. Subacute Ruminal Acidosis in Dairy Cows: The Physiological Causes, Incidence and Consequences. Veterinary Journal (London, England), Elsevier Ltd. 2008, 1997;176(1):21–31. doi:10.1016/j.tvjl.2007.12.016.