Rapid regrowth and detection of microbial contaminants in equine fecal microbiome samples.
Abstract: Advances have been made to standardize 16S rRNA gene amplicon based studies for inter-study comparisons, yet there are many opportunities for systematic error that may render these comparisons improper and misleading. The fecal microbiome of horses has been examined previously, however, no universal horse fecal collection method and sample processing procedure has been established. This study was initialized in large part to ensure that samples collected by different individuals from different geographical areas (i.e., crowdsourced) were not contaminated due to less than optimal sampling or holding conditions. In this study, we examined the effect of sampling the surface of fecal pellets compared to homogenized fecal pellets, and also the effect of time of sampling after defecation on 'bloom' taxa (bloom taxa refers to microbial taxa that can grow rapidly in horse feces post-defecation) using v4 16S rRNA amplicon libraries. A total of 1,440,171 sequences were recovered from 65 horse fecal samples yielding a total of 3,422 OTUs at 97% similarity. Sampling from either surface or homogenized feces had no effect on diversity and little effect on microbial composition. Sampling at various time points (0, 2, 4, 6, 12 h) had a significant effect on both diversity and community composition of fecal samples. Alpha diversity (Shannon index) initially increased with time as regrowth taxa were detected in the amplicon libraries, but by 12 h the diversity sharply decreased as the community composition became dominated by a few bloom families, including Bacillaceae, Planococcaeae, and Enterococcaceae, and other families to a lesser extent. The results show that immediate sampling of horse feces must be done in order to ensure accurate representation of horse fecal samples. Also, several of the bloom taxa found in this study are known to occur in human and cattle feces post defecation. The dominance of these taxa in feces shortly after defecation suggests that the feces is an important habitat for these organisms, and horse fecal samples that were improperly stored can be identified by presence of bloom taxa.
Publication Date: 2017-11-01 PubMed ID: 29091944PubMed Central: PMC5665523DOI: 10.1371/journal.pone.0187044Google Scholar: Lookup
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- Journal Article
Summary
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This study addresses the systematic errors in horse fecal sample collection for microbiome studies and highlights the importance of immediate and correct sampling procedures. It finds that the delay in sampling and improper storage can skew the results due to the rapid growth of certain microbial taxa.
Introduction
- The study is embarked upon to address the issue of potential contamination in horse fecal samples collected by different individuals from varied geographical locations, a process known as ‘crowdsourcing’.
- Without a universal collection method or sample processing procedure, the risk of systematic error leading to inappropriate comparisons of 16S rRNA gene amplicon studies remains an issue.
Methodology
- Researchers compared the effects of sampling from the surface of fecal pellets versus homogenized fecal pellets.
- They also evaluated the effect of the time of sampling post-defecation on ‘bloom taxa’, these are microbial species that proliferate rapidly in horse feces post-defecation.
- A total of 1,440,171 sequences were recovered from 65 horse fecal samples.
Results
- The study found no significant difference between surface or homogenized feces sampling in terms of diversity and microbial composition.
- The time of sampling post-defecation had a significant impact on both diversity and community composition of the fecal samples.
- The Shannon Index (a diversity measure) showed an initial increase due to detection of regrowth taxa in the samples, but a sharp decrease in diversity was noted at 12 hours, as a few bloom families dominated the community composition.
Conclusions
- The study highlights the necessity of immediate sampling of horse feces to ensure accurate representation, given the rapid proliferation of certain microbial taxa, known as bloom taxa, post-defecation.
- The presence of bloom taxa in horse feces is similar to human and cattle feces, and their dominance shortly after defecation suggests that the feces is a crucial habitat for these organisms.
- Horse fecal samples that have been improperly stored or delayed in collection can be identified by the presence of bloom taxa.
Cite This Article
APA
Beckers KF, Schulz CJ, Childers GW.
(2017).
Rapid regrowth and detection of microbial contaminants in equine fecal microbiome samples.
PLoS One, 12(11), e0187044.
https://doi.org/10.1371/journal.pone.0187044 Publication
Researcher Affiliations
- Department of Biological Sciences, Southeastern Louisiana University, Hammond, LA, United States of America.
- Department of Biological Sciences, Southeastern Louisiana University, Hammond, LA, United States of America.
- Department of Biological Sciences, Southeastern Louisiana University, Hammond, LA, United States of America.
MeSH Terms
- Animals
- Bacteria / classification
- Bacteria / genetics
- Bacteria / isolation & purification
- Feces / microbiology
- High-Throughput Nucleotide Sequencing
- Horses
- Microbiota
- Polymerase Chain Reaction
- RNA, Ribosomal, 16S / genetics
Conflict of Interest Statement
The authors have declared that no competing interests exist.
References
This article includes 67 references
Citations
This article has been cited 9 times.- Nishigaki A, Previdelli R, Alexander JL, Balarajah S, Roberts L, Marchesi JR. Identification of a Sub-Clinical Salmonella spp. Infection in a Dairy Cow Using a Commercially Available Stool Storage Kit.. Animals (Basel) 2023 Sep 4;13(17).
- Xiong BJ, Kleinsteuber S, Sträuber H, Dusny C, Harms H, Wick LY. Impact of Fungal Hyphae on Growth and Dispersal of Obligate Anaerobic Bacteria in Aerated Habitats.. mBio 2022 Jun 28;13(3):e0076922.
- Akter R, El-Hage CM, Sansom FM, Carrick J, Devlin JM, Legione AR. Metagenomic investigation of potential abortigenic pathogens in foetal tissues from Australian horses.. BMC Genomics 2021 Oct 2;22(1):713.
- Theelen MJP, Luiken REC, Wagenaar JA, Sloet van Oldruitenborgh-Oosterbaan MM, Rossen JWA, Zomer AL. The Equine Faecal Microbiota of Healthy Horses and Ponies in The Netherlands: Impact of Host and Environmental Factors.. Animals (Basel) 2021 Jun 12;11(6).
- Gavriliuc S, Stothart MR, Henry A, Poissant J. Long-term storage of feces at -80 °C versus -20 °C is negligible for 16S rRNA amplicon profiling of the equine bacterial microbiome.. PeerJ 2021;9:e10837.
- Martin de Bustamante M, Plummer C, MacNicol J, Gomez D. Impact of Ambient Temperature Sample Storage on the Equine Fecal Microbiota.. Animals (Basel) 2021 Mar 15;11(3).
- Lindroth KM, Dicksved J, Pelve E, Båverud V, Müller CE. Faecal bacterial composition in horses with and without free faecal liquid: a case control study.. Sci Rep 2021 Feb 26;11(1):4745.
- Zhang B, Chen G, Zhang H, Lan J, Yang C. Effects of rhamnolipids on growth performance and intestinal health parameters in Linnan yellow broilers.. Poult Sci 2021 Feb;100(2):810-819.
- Johnson PJ, Hargreaves LL, Zobrist CN, Ericsson AC. Utility of a portable desiccant system for preservation of fecal samples for downstream 16S rRNA amplicon sequencing.. J Microbiol Methods 2018 Mar;146:1-6.
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