Published November 18, 2019
| Version v1
Journal article
Open
Reproducibility, stability, and accuracy of microbial profiles by fecal sample collection method in three distinct populations
Creators
- 1. National Cancer Institute
- 2. Mayo Clinic
- 3. University of California San Diego
- 4. University of Chicago
- 5. New York School of Medicine
Description
The gut microbiome likely plays a role in the etiology of multiple health conditions, especially those affecting the gastrointestinal tract. Little consensus exists as to the best, standard methods to collect fecal samples for future microbiome analysis. We evaluated three distinct populations (N = 132 participants) using 16S rRNA gene amplicon sequencing data to investigate the reproducibility, stability, and accuracy of microbial profiles in fecal samples collected and stored via fecal occult blood test (FOBT) or Flinders Technology Associates (FTA) cards, fecal immunochemical tests (FIT) tubes, 70% and 95% ethanol, RNAlater, or with no solution. For each collection method, based on relative abundance of select phyla and genera, two alpha diversity metrics, and four beta diversity metrics, we calculated intraclass correlation coefficients (ICCs) to estimate reproducibility and stability, and Spearman correlation coefficients (SCCs) to estimate accuracy of the fecal microbial profile. Comparing duplicate samples, reproducibility ICCs for all collection methods were excellent (ICCs ≥75%). After 4–7 days at ambient temperature, ICCs for microbial profile stability were excellent (≥75%) for most collection methods, except those collected via no-solution and 70% ethanol. SCCs comparing each collection method to immediately-frozen no-solution samples ranged from fair to excellent for most methods; however, accuracy of genus-level relative abundances differed by collection method. Our findings, taken together with previous studies and feasibility considerations, indicated that FOBT/FTA cards, FIT tubes, 95% ethanol, and RNAlater are excellent choices for fecal sample collection methods in future microbiome studies. Furthermore, establishing standard collection methods across studies is highly desirable.
Data availability
Mayo I data and Mayo II data are available at the European Bioinformatics Institute European Nucleotide Archive (accession number ERP015524 and ERP015478, respectively). Bangladesh data is available at the European Bioinformatics Institute Nucleotide Archive (accession number ERP020918). Colorado data are available in Qiita after registering a free account under study ID no. 10394 (https://qiita.ucsd.edu/study/description/10394) and the European Bioinformatics Institute European Nucleotide Archive (accession number ERP015155).
Files
journal.pone.0224757.pdf
Additional details
Identifiers
- DOI
- 10.1371/journal.pone.0224757
- Other
- oai:uchicago.tind.io:6234
Funding
- National Cancer Institute
- Intramural Research Program
- National Institutes of Health
- 1R01CA179243
- National Institutes of Health
- P42ES10349
- National Institutes of Health
- R01CA107431
- Mayo Clinic
- Howard Hughes Medical Institute
- Sloan Foundation