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Evaluation of the bacterial diversity in the feces of cattle using 16S rDNA bacterial tag-encoded FLX amplicon pyrosequencing (bTEFAP)
Open accessAbstract
BACKGROUND: The microbiota of an animal's intestinal tract plays important roles in the animal's overall health, productivity and well-being. There is still a scarcity of information on the microbial diversity in the gut of livestock species such as cattle. The primary reason for this lack of data relates to the expense of methods needed to generate such data. Here we have utilized a bacterial tag-encoded FLX 16s rDNA amplicon pyrosequencing (bTEFAP) approach that is able to perform diversity analyses of gastrointestinal populations. bTEFAP is relatively inexpensive in terms of both time and labor due to the implementation of a novel tag priming method and an efficient bioinformatics pipeline. We have evaluated the microbiome from the feces of 20 commercial, lactating dairy cows. RESULTS: Ubiquitous bacteria detected from the cattle feces included Clostridium, Bacteroides, Porpyhyromonas, Ruminococcus, Alistipes, Lachnospiraceae, Prevotella, Lachnospira, Enterococcus, Oscillospira, Cytophage, Anaerotruncus, and Acidaminococcus spp. Foodborne pathogenic bacteria were detected in several of the cattle, a total of 4 cows were found to be positive for Salmonella spp (tentative enterica) and 6 cows were positive for Campylobacter spp. (tentative lanienae). CONCLUSION: Using bTEFAP we have examined the microbiota in the feces of cattle. As these methods continue to mature we will better understand the ecology of the major populations of bacteria the lower intestinal tract. This in turn will allow for a better understanding of ways in which the intestinal microbiome contributes to animal health, productivity and wellbeing.
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“Prevotella, Bacteroides, Ruminococcus, Faecalibacterium, Roseburia and Clostridium are consistently identified in fecal samples from ruminants and are considered part of the core microbiota (Dowd et al., 2008; Durso et al., 2012).”
From Addressing global ruminant agricultural challenges through understanding the rumen microbiome: past, present, and future (2018) · cites this paper as Dowd et al., 2008
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InfluentialNonnenmann, M. W., Coronado, G. D., Thompson, B., Griffith, W. C., Hanson, J. D., Vesper, S. J., & Faustman, E. M. (2012) · Journal of Environmental Monitoring · doi:10.1039/c2em30229b · Cited by 33
Endosymbiotic Candidates for Parasitoid Defense in Exotic and Native New Zealand Weevils
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“Bacterial 16S rRNA gene tag-encoded FLX amplicon pyrosequencing (bTEFAP) was carried out directly from the environmental DNA as described by Dowd et al. (2008).”
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“However, this genus is also ubiquitous and relatively abundant within the rumen and lower GI tract of healthy cattle as evidenced from previous microbiome studies [22, 26, 46, 53].”
BackgroundEcological patterns in the skin microbiota of frogs from tropical Australia
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“singleton sequencesand clustering at 3% divergence (97 % similarity) [30].”
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“Aliquots of triplicate DNA extractions for each of the samples were homogenized and purified for pyrosequencing of the V1–V3 hypervariable region of the 16S rRNA genes, with the forward primer 28F (59TTTGATCNTGGCTCAG-39) and reverse primer 519r (59GTNTTACNGCGGCKGCTG-39), using GS FLX Titanium technology (Roche 454 Lif…”
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Rhizosphere microbiome selection by Epichloë endophytes of Festuca arundinacea
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“Operational taxonomic units were defined after removal of singleton sequences, and clustering at 3 % divergence (97 % similarity) (Dowd et al. 2008; Dowd et al. 2008; Edgar 2010; Capone et al. 2011; Eren et al. 2011; Swanson et al. 2011).”
MethodAn assessment of microbial communities associated with surface mining-disturbed overburden
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“Partial sequences of bacterial 16S rRNA genes were obtained using tag-encoded FLX amplicon pyrosequencing at Research and Testing Laboratories (Lubbock, TX) using Gray28f (5 ′-TTTGATCNTGGCTCAG-3 ′) and Gray519r (5′GTNTTACNGCGGCKGCTG-3′) primers (Dowd et al. 2008).”
MethodArriaga, H., Díaz, G. S., Martínez-Suller, L., Calsamiglia, S., & Merino, P. (2010) · Journal of Dairy Science · doi:10.3168/jds.2009-2906 · Cited by 32
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“Recently, tagged amplicon pyrosequencing or bacterial tag encoded FLX amplicon pyrosequencing has been introduced for highthroughput sequencing of specific target genes, in particular the 16S rRNA gene as a marker for biodiversity [5].”
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“The composition of the microbial communities was assessed by high-throughput sequencing of the 16S ribosomal RNA (rRNA) gene using Tag-encoded FLX amplicon pyrosequencing (28F, average read length: 400 bp, region: V1-3) based upon established and validated protocols [21].”
Ginige, M. P., Garbin, S., Wylie, J. T., & Krishna, K. C. B. (2017) · PLoS ONE · doi:10.1371/journal.pone.0169140 · Cited by 32
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“Amplicon 454-pyrosequencing was performed by the Molecular Research DNA laboratory (MR DNA, Shallowater, TX, United States) following process originally described by Dowd et al. (2008).”
MethodMente, E., Nikouli, E., Antonopoulou, E., Martín, S., & Kormas, K. A. (2018) · Biology Open · doi:10.1242/bio.034397 · Cited by 38
“…(Martínez-Porchas et al., 2016) of the 16S rRNA gene by using the primer pair S-DBact-0341-b-S-17 (5′-CCTACGGGNGGCWGCAG-3′) and S-DBact-0785-a-A-21 (5′-GACTACHVGGGTATCTAATCC-3′) (Klindworth et al., 2012) according to Dowd et al. (2008) at the MRDNA Ltd. (Shallowater, TX, USA) sequencing facilities.”
MethodEnrichment of anodophilic nitrogen fixing bacteria in a bioelectrochemical system
Wong, P. Y., Cheng, K. Y., Kaksonen, A. H., Sutton, D. C., & Ginige, M. P. (2014) · Water Research · doi:10.1016/j.watres.2014.06.046 · Cited by 31
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“Primers used for pyrosequencing were Gray28F 5 TTT GAT CNT GGC TCA G 3 and Gray519R 5 GTN TTA CNG CGG CKG CTG 3 (Dowd et al. 2008; Hail et al. 2010, 2011).”
MethodCultivated and fallow fields harbor distinct communities of Basidiomycota
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Kazerooni, E. A., & Al-Sadi, A. M. (2016) · Frontiers in Plant Science · doi:10.3389/fpls.2016.00314 · Cited by 30
“The resulting sequences were analyzed using a BLASTn.NET algorithm by comparison to high quality sequences from NCBI and the outputs were validated based on taxonomic distance methods (Dowd et al., 2005, 2008a,b).”
MethodInfluentialYang, H. E., Zotti, C. A., McKinnon, J. J., & McAllister, T. A. (2018) · Frontiers in Microbiology · doi:10.3389/fmicb.2018.00718 · Cited by 29
“The 16S rRNA gene universal bacterial primers 27F-519R (27F 5’-AGRGTTTGATCMTGGCTCAG, 519R 5’- GTNTTACNGCGGCKGCTG), were used to amplify the hypervariable regions V1 to V3 of the 16S rRNA gene as described by Dowd et al. (2008).”
MethodFujimoto, M., Carey, D. E., Zitomer, D., & McNamara, P. J. (2019) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-019-09862-4 · Cited by 30
Unravelling plasmidome distribution and interaction with its hosting microbiome
Kav, A. B., Rozov, R., Bogumil, D. D., Sørensen, S. J., Hansen, L. H., Benhar, I., Halperin, E., Ron Shamir, A., & Mizrahi, I. (2019) · Environmental Microbiology · doi:10.1111/1462-2920.14813 · Cited by 30
“Samples from the same cows were also used for metagenomic DNA extraction as previously described (Dowd et al., 2008).”
MethodDynamic changes of the fecal bacterial community in dairy cows during early lactation
Huang, S., Ji, S., Wang, F., Huang, J., Alugongo, G. M., & Li, S. (2020) · AMB Express · doi:10.1186/s13568-020-01106-3 · Cited by 31
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“Cattle faeces contain complex bacterial communities (Dowd et al. 2008).”
Coats, V. C., Pelletreau, K. N., & Rumpho, M. E. (2013) · Molecular Ecology · doi:10.1111/mec.12544 · Cited by 30
“Massively parallel TEFAP sequencing was performed as described previously (Dowd et al. 2008) using the Roche 454 FLX instrument with Titanium reagents, titanium procedures, a one-step PCR, mixture of Hot Start and HotStar high fidelity taq polymerases, and amplicons originating and extending from…”
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“…next-generation sequencing (NGS), a greater number of bacterial symbiotic relationships are being discovered as more systems (from marine invertebrates to the human gut) are characterized (Handelsman, 2004; Kennedy et al., 2007; Dubilier et al., 2008; Ley et al., 2008; Simon and Daniel, 2011).”
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“Pyrosequencing was performed using the Roche 454 sequencing system as previously described (26) and the primers 27F and 519R, targeting the bacterial 16S rRNA gene.”
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“Detection could be accomplished using DNA extraction followed by bacterial 16S rDNA tag encoded FLX-titanium amplicon pyrosequencing (bTEFAP), generating short DNA sequence reads [71,72].”
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“Apart from deer, Ruminococcus was observed in many other species, e.g., alpaca, cattle, goat, horse, sheep, pika, and rhinoceros (Dowd et al., 2008; Kim et al., 2011; Robert, 2012; Li et al., 2017; Neumann et al., 2017; O’Donnell et al., 2017; Kohl et al., 2018b).”
BackgroundEnvironmental DNA reveals landscape mosaic of wetland plant communities
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“In collaboration with the Mouse Metabolic Phenotyping Center (MMPC) at UC Davis, the V1-V3 variable region of the 16S rRNA gene was examined by bacterial tag encoded FLX-Titanium amplicon pyrosequencing (bTEFAP) as described [61].”
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“Pyrosequencing of total extracted genomic DNA from selected depths and seasonswas performed at Research and Testing Laboratory facilities (RTL) (TX, USA) using Roche 454 FLX-Titanium technology (Dowd et al. 2008).”
MethodZindel, R., Ofek, M., Minz, D., PALEVSKY, E., Zchori‐Fein, E., & Aebi, A. (2013) · The FASEB Journal · doi:10.1096/fj.12-216242 · Cited by 29
Bacterial associates of seed-parasitic wasps (Hymenoptera: Megastigmus)
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“The methods used for bTEFAP are previously described in Palavesam et al. (2012) and Shange et al. (2012) [116,117] and were originally described by Dowd et al. (2008) [118].”
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“Alistipes bacteria were detected in cattle feces [33] and bacteria belonging to Chryseobacterium were previously isolated from bovine milk [34–36].”
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“formed using a molecular biological protocol by DNA amplification and sequencing of the 16S rDNA as described previously [18].”
MethodGaete, A., Pulgar, R., Hödar, C., Maldonado, J. E., Pavéz, L., Zamorano, D., Pastenes, C., González, M., Franck, N., & Mandaković, D. (2021) · Frontiers in Plant Science · doi:10.3389/fpls.2021.688533 · Cited by 29
“Processing of Illumina Sequence Data Raw amplicon sequences were processed and analyzed following previously described protocols (Dowd et al., 2008; Handl et al., 2011).”
MethodMtshali, K., Khumalo, Z. T. H., Kwenda, S., Ismail, A., & Thekisoe, O. M. M. (2022) · PLoS ONE · doi:10.1371/journal.pone.0273799 · Cited by 28
Xie, G., Duff, G. C., Hall, L. W., Allen, J. D., Burrows, C. D., Bernal-Rigoli, J. C., Dowd, S. E., Guerriero, V., & Yeoman, C. J. (2013) · Journal of Animal Science · doi:10.2527/jas.2013-6304 · Cited by 28
Changes in soil microbial communities as affected by intensive cattle husbandry
Elhottová, D., Koubová, A., Šimek, P., Cajthaml, T., Jirout, J., Esperschuetz, J., Schloter, M., & Gattinger, A. (2012) · Applied Soil Ecology · doi:10.1016/j.apsoil.2012.03.009 · Cited by 28
Disruption of Pten Speeds Onset and Increases Severity of Spontaneous Colitis in Il10−/− Mice
Im, E., Jung, J., Pothoulakis, C., & Rhee, S. H. (2014) · Gastroenterology · doi:10.1053/j.gastro.2014.05.034 · Cited by 28
Pilon, S., Zastepa, A., Taranu, Z. E., Gregory‐Eaves, I., Racine, M., Blais, J. M., Poulain, A. J., & Pick, F. R. (2019) · Lake and Reservoir Management · doi:10.1080/10402381.2018.1549625 · Cited by 28
Driving forces shaping the microbial ecology in meat packing plants
Yang, X., Narváez-Bravo, C. A., & Zhang, P. (2024) · Frontiers in Microbiology · doi:10.3389/fmicb.2023.1333696 · Cited by 33
Brannen-Donnelly, K. M., & Engel, A. S. (2015) · Frontiers in Microbiology · doi:10.3389/fmicb.2015.00729 · Cited by 27
“…6 | Article 729 location and month were homogenized prior to purification, barcoding, and amplicon pyrosequencing using a Roche 454 FLX Titanium instrument and reagents, as described in Dowd et al. (2008), at the Molecular Research LP (MrDNA) laboratory (www.mrdnalab.com; Shallowater, Texas, USA).”
MethodPaulson, K. M. A., Ptacek, C. J., Blowes, D. W., Gould, W. D., Ma, J., Landis, R. C., & Dyer, J. A. (2016) · Geomicrobiology Journal · doi:10.1080/01490451.2016.1247483 · Cited by 27
“Operational taxonomic units (OTUs) were defined as sequences clustering at 3% divergence, and the chimeras and singleton sequences were removed (Dowd et al. 2008a, b; Edgar 2010).”
BackgroundXu, W., Luo, Z., Alekseyenko, A. V., Martin, L., Wan, Z., Ling, B., Qin, Z., Heath, S. L., Maas, K. R., Cong, X. S., et al. (2018) · Scientific Reports · doi:10.1038/s41598-018-31116-y · Cited by 27
Aguila‐Torres, P., González, M., Maldonado, J. E., Miranda, R. M., Zhang, L., González‐Stegmaier, R., Rojas, L. A., & Gaete, A. (2022) · Environmental Pollution · doi:10.1016/j.envpol.2022.119313 · Cited by 26
Zemb, O., Lee, M., Gutierrez-Zamora, M.-L., Hamelin, J., Coupland, K., Hazrin-Chong, N. H., Taleb, I., & Manefield, M. J. (2011) · Water Research · doi:10.1016/j.watres.2011.10.047 · Cited by 27
DNA extraction from bovine faeces: current status and future trends
Rapp, D. (2009) · Journal of Applied Microbiology · doi:10.1111/j.1365-2672.2009.04606.x · Cited by 27
“These components include diverse micro-organisms and a high (47–68%) fibre content because of undigested residues of herbivorous matter (cellulose, hemicelluloses and lignin), which has passed through the animal’s gut (Holloway et al. 1981; Haynes and Williams 1993; Dowd et al. 2008).”
BackgroundClercq, N. D., Bussche, J. V., Croubels, S., Delahaut, P., & Vanhaecke, L. (2014) · Journal of Chromatography A · doi:10.1016/j.chroma.2014.02.033 · Cited by 27
Acidobacteriaappear to dominate the microbiome of two sympatric Caribbean Sponges and one Zoanthid
O’Connor-Sánchez, A., Rivera-Domínguez, A. J., Santos-Briones, C. D. L., López-Aguiar, L. K., Peña-Ramírez, Y. J., & Prieto‐Davó, A. (2014) · Biological Research · doi:10.1186/0717-6287-47-67 · Cited by 27
“Bacterial tag-encoded FLX amplicon pyrosequencing (bTEFAP) was performed as described previously using bacterial universal primers Gray28F (5 ’ - TTTGATCNTGGCTCAG-3 ’ ) and Gray519R (5 ’ -GTNTT ACNGCGGCKGCTG-3 ’ ) primers [22].”
Scott, J. J., Glazer, B. T., & Emerson, D. (2016) · Environmental Microbiology · doi:10.1111/1462-2920.13607 · Cited by 25
Response of Beef Cattle Fecal Microbiota to Grazing on Toxic Tall Fescue
Mote, R. S., Hill, N. S., Skarlupka, J. H., Turner, Z. B., Sanders, Z. P., Jones, D. P., Suen, G., & Filipov, N. M. (2019) · Applied and Environmental Microbiology · doi:10.1128/aem.00032-19 · Cited by 27
“Notably, in beef cattle, the influence of feed additives and/or diet on the rumen and fecal microbial communities has been evaluated (10–13), and ubiquitous and foodborne pathogenic bacteria were identified in their fecal matter (14).”
BackgroundCardeña, R., Vazquez, I. V., & Buitrón, G. (2016) · Bioprocess and Biosystems Engineering · doi:10.1007/s00449-016-1691-9 · Cited by 27
Saeed, A., & White, J. A. (2015) · Journal of Invertebrate Pathology · doi:10.1016/j.jip.2015.09.011 · Cited by 26
Tri-Party Underground Symbiosis between a Weevil, Bacteria and a Desert Plant
Shelef, O., Helman, Y., Friedman, A., Behar, A., & Rachmilevitch, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0076588 · Cited by 26
Festa, S., Macchi, M., Cortés, F., Morelli, I. S., & Coppotelli, B. M. (2016) · FEMS Microbiology Ecology · doi:10.1093/femsec/fiw125 · Cited by 26
“The outputs were compiled and validated using taxonomic distance methods (Dowd et al. 2008).”
MethodMei, N., Postec, A., Monnin, C., Pelletier, B., Payri, C. E., Ménèz, B., Frouin, E., Ollivier, B., Erauso, G., & Quéméneur, M. (2016) · Frontiers in Microbiology · doi:10.3389/fmicb.2016.01301 · Cited by 25
“The mixtures of 16S rRNA gene amplicons were generated from a 341F/815R bacterial primer set, as previously described by Dowd et al. (2008), and were sequenced on a 454 GSFLX Titanium sequencer (Roche Life Sciences, USA) by the Molecular Research Laboratory (Texas, USA).”
MethodRaghavendra, A., Bissett, A. B., Thrall, P. H., Morin, L., Steinrucken, T. V., Galea, V. J., Goulter, K. C., & van Klinken, R. D. (2017) · Fungal ecology · doi:10.1016/j.funeco.2017.01.003 · Cited by 26
Exploring the microbial diversity in Jordanian hot springs by comparative metagenomic analysis
Hussein, E. I., Jacob, J. H., Shakhatreh, M. A. K., Al‐razaq, M. A. A., Juhmani, A.-S. F. A., & Cornelison, C. T. (2017) · MicrobiologyOpen · doi:10.1002/mbo3.521 · Cited by 26
Saito, R. A. D., Connell, L. B., Rodriguez, R. J., Redman, R. S., Libkind, D., & de García, V. (2018) · Fungal ecology · doi:10.1016/j.funeco.2018.07.006 · Cited by 26
Papademas, P., Aspri, M., Μάριου, Μ., Dowd, S. E., Κάζου, Μ., & Tsakalidou, E. (2019) · International Dairy Journal · doi:10.1016/j.idairyj.2019.06.010 · Cited by 26
Enhancing fermentative hydrogen production from sucrose
Perera, K. R. J., & Nirmalakhandan, N. N. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.06.145 · Cited by 26
Li, Y., Meng, Q., Zhou, B., & Zhou, Z. (2017) · BMC Microbiology · doi:10.1186/s12866-017-1011-9 · Cited by 25
Johnson, T. B., Langin, L. M., Zhao, J., Weimer, J. M., Pearce, D. A., & Kovács, A. (2019) · Scientific Reports · doi:10.1038/s41598-019-51488-z · Cited by 25
Castillo‐Lopez, E., Haselmann, A., Petri, R. M., Knaus, W., & Zebeli, Q. (2020) · Journal of Dairy Science · doi:10.3168/jds.2019-18036 · Cited by 25
Gargouri, M., Karray, F., Chebaane, A., Mhiri, N., Partida‐Martínez, L. P., Sayadi, S., & Mliki, A. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.145008 · Cited by 25
Addition of Activated Carbon into a Cattle Diet to Mitigate GHG Emissions and Improve Production
Al-Azzawi, M., Bowtell, L., Hancock, K. R., & Preston, S. (2021) · Sustainability · doi:10.3390/su13158254 · Cited by 30
Mandaković, D., Aguado‐Norese, C., García-Jiménez, B., Christian Hodar, Q., Maldonado, J. E., Gaete, A., Latorre, M., Wilkinson, M. D., Gutiérrez, R. A., Cavieres, L. A., et al. (2023) · Environmental Microbiome · doi:10.1186/s40793-023-00486-w · Cited by 25
Al-Sadi, A. M., Al-Mazroui, S. S., & Phillips, A. J. L. (2015) · Journal of Applied Microbiology · doi:10.1111/jam.12854 · Cited by 25
“Taxonomic distance methods (Dowd et al. 2008a,b) were used to validate the outputs based on a 97% cut off.”
MethodKolora, L. D., Powell, C. M., Hunter, W. B., Bextine, B. R., & Lauzon, C. R. (2015) · Current Microbiology · doi:10.1007/s00284-015-0774-1 · Cited by 25
Parag, B., Sasikala, C., & Ramana, C. V. (2013) · Antonie van Leeuwenhoek · doi:10.1007/s10482-013-0046-7 · Cited by 25
“The small fragments were removed by using Agencourt Ampure Beads (Beckman Coulter, CA, USA) Bacterial tagencoded FLX-Titanium amplicon pyrosequencing (bTEFAP) was performed (as described by Dowd et al. 2008). In preparation for FLX-Titanium sequencing (Roche, Nutley, New Jersey), DNA fragment sizes 1236 Antonie van Le…”
MethodBacterial Community Analysis of Beef Cattle Feedlots Reveals That Pen Surface Is Distinct from Feces
Durso, L. M., Harhay, G. P., Smith, T. P. L., Bono, J. L., DeSantis, T. Z., & Clawson, M. L. (2011) · Foodborne Pathogens and Disease · doi:10.1089/fpd.2010.0774 · Cited by 25
“These numbers are significantly higher than reports from cattle feces which identified 142, or 478 bacterial species (Dowd et al. , 2008; Durso et al. , 2010) but below the estimated 2000 found in Minnesota soil (Schloss and Handelsman, 2006).”
Song, D., Kang, H.-S., Wang, J., Peng, H., & Bu, D. (2014) · Asian-Australasian Journal of Animal Sciences · doi:10.5713/ajas.2013.13522 · Cited by 25
Starosvetsky, J., Zukerman, U., & Armon, R. H. (2012) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2012.11.009 · Cited by 25
“After resolving based upon these parameters, the percentage of each bacterial and fungal ID was individually analyzed for each sample providing relative abundance information within and among the individual samples based upon relative numbers of reads within each sample (Dowd et al., 2008).”
Method
Metadata
- Authors
- Dowd, S. E., Callaway, T. R., Wolcott, R. D., Sun, Y., McKeehan, T., Hagevoort, R. G., & Edrington, T. S.
- Affiliations
- Agricultural Research Service (US)
- Corresponding author
- Dowd, Scot E
- Venue
- BMC Microbiology
- Published
- 2008
- Volume
- 8
- Issue
- 1
- Pages
- 125
- ISSN
- 1471-2180 (ISSN-L)
- PMC
- PMC2515157
- OpenAlex
- W2105807803
- Cited by
- 1,121
- References
- 80
- Citations by year
- 2026: 16 · 2025: 23 · 2024: 32 · 2023: 32 · 2022: 45 · 2021: 65 · 2020: 52 · 2019: 60 · 2018: 68 · 2017: 105 · 2016: 116 · 2015: 121 · 2014: 129 · 2013: 99 · 2012: 75
- FWCI
- 11.37
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- BMC Microbiology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- U.S. Department of Agriculture
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Ruminant Nutrition and Digestive Physiology
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Animal Nutrition and Physiology
- Keywords
- fecal microbiota, bacterial diversity, dairy cattle, Clostridium, Bacteroides, Ruminococcus, Lachnospiraceae, foodborne pathogens, Salmonella, Campylobacter, gut microbiota
- MeSH terms
- Animals, Bacteria, Cattle, DNA, Bacterial, DNA, Ribosomal, Feces, Female, RNA, Ribosomal, 16S, Polymerase Chain Reaction, Sequence Analysis, DNA, Gastrointestinal Tract, Biodiversity
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