TY - JOUR
T1 - Comparison of methods to collect fecal samples for microbiome studies using whole-genome shotgun metagenomic sequencing
AU - Byrd, Doratha A.
AU - Sinha, Rashmi
AU - Hoffman, Kristi L.
AU - Chen, Jun
AU - Hua, Xing
AU - Shi, Jianxin
AU - Chia, Nicholas
AU - Petrosino, Joseph
AU - Vogtmann, Emily
N1 - Funding Information:
This work was supported by the Intramural Research Program of the National Cancer Institute at the National Institutes of Health and by grants from the National Institutes of Health (1R01CA179243 to N.C.; P42ES10349 for the Center for Individualized Medicine at the Mayo Clinic [to J.C.]). We declare that we have no potential conflicts of interest.
Publisher Copyright:
© 2020 Byrd et al.
PY - 2020/1/1
Y1 - 2020/1/1
N2 - Few previous studies have assessed stability and "gold-standard" concordance of fecal sample collection methods for whole-genome shotgun metagenomic sequencing (WGSS), an increasingly popular method for studying the gut microbiome. We used WGSS data to investigate ambient temperature stability and putative gold-standard concordance of microbial profiles in fecal samples collected and stored using fecal occult blood test (FOBT) cards, fecal immunochemical test (FIT) tubes, 95% ethanol, or RNAlater. Among 15 Mayo Clinic employees, for each collection method, we calculated intraclass correlation coefficients (ICCs) to estimate stability of fecal microbial profiles after storage for 4 days at ambient temperature and concordance with immediately frozen, no-solution samples (i.e., the putative gold standard). ICCs were estimated for multiple metrics, including relative abundances of select phyla, species, KEGG k-genes (representing any coding sequence that had >70% identity and >70% query coverage with respect to a known KEGG ortholog), KEGG modules, and KEGG pathways; species and k-gene alpha diversity; and Bray-Curtis and Jaccard species beta diversity. ICCs for microbial profile stability were excellent (≥90%) for fecal samples collected via most of the collection methods, except those preserved in 95% ethanol. Concordance with the immediately frozen, no-solution samples varied for all collection methods, but the number of observed species and the beta diversity metrics tended to have higher concordance than other metrics. Our findings, taken together with previous studies and feasibility considerations, indicated that FOBT cards, FIT tubes, and RNAlater are acceptable choices for fecal sample collection methods in future WGSS studies.
AB - Few previous studies have assessed stability and "gold-standard" concordance of fecal sample collection methods for whole-genome shotgun metagenomic sequencing (WGSS), an increasingly popular method for studying the gut microbiome. We used WGSS data to investigate ambient temperature stability and putative gold-standard concordance of microbial profiles in fecal samples collected and stored using fecal occult blood test (FOBT) cards, fecal immunochemical test (FIT) tubes, 95% ethanol, or RNAlater. Among 15 Mayo Clinic employees, for each collection method, we calculated intraclass correlation coefficients (ICCs) to estimate stability of fecal microbial profiles after storage for 4 days at ambient temperature and concordance with immediately frozen, no-solution samples (i.e., the putative gold standard). ICCs were estimated for multiple metrics, including relative abundances of select phyla, species, KEGG k-genes (representing any coding sequence that had >70% identity and >70% query coverage with respect to a known KEGG ortholog), KEGG modules, and KEGG pathways; species and k-gene alpha diversity; and Bray-Curtis and Jaccard species beta diversity. ICCs for microbial profile stability were excellent (≥90%) for fecal samples collected via most of the collection methods, except those preserved in 95% ethanol. Concordance with the immediately frozen, no-solution samples varied for all collection methods, but the number of observed species and the beta diversity metrics tended to have higher concordance than other metrics. Our findings, taken together with previous studies and feasibility considerations, indicated that FOBT cards, FIT tubes, and RNAlater are acceptable choices for fecal sample collection methods in future WGSS studies.
KW - FIT tubes
KW - FOBT cards
KW - Fecal sample collection method
KW - Microbiome
KW - Whole-genome shotgun sequencing
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U2 - 10.1128/mSphere.0827-19
DO - 10.1128/mSphere.0827-19
M3 - Article
C2 - 32250964
AN - SCOPUS:85082024927
SN - 2379-5042
VL - 5
JO - mSphere
JF - mSphere
IS - 1
M1 - e00827
ER -