NIH, National Cancer Institute, Division of Cancer Treatment and Diagnosis (DCTD) NIH - National Institutes of Health National Cancer Institute DCTD - Division of Cancer Treatment and Diagnosis

Comparison of Methods To Collect Fecal Samples for Microbiome Studies Using Whole-Genome Shotgun Metagenomic Sequencing.

Author(s): Byrd DA, Sinha R, Hoffman KL, Chen J, Hua X, Shi J, Chia N, Petrosino J, Vogtmann E

Publication: mSphere, 2020, Vol. 5, Page

PubMed ID: 32250964 PubMed Review Paper? No

Purpose of Paper

This paper compared the microbiome of frozen fecal specimens with aliquots of the same 15 specimens that were preserved in RNAlater, 95% ethanol, fecal immunochemical test (FIT) tubes and on fecal occult blood test (FOBT) cards, then stored at room temperature for 0 or 4 days, and frozen at -80°C before analysis.

Conclusion of Paper

Fecal specimens that were directly frozen without preservation had the highest number of observed species (580 species) and Shannon index, with significantly fewer species detected in specimens in FIT tubes (549 species, P=0.02), on FOBT cards (539 species, P=0.002), in RNAlater (537 species, P=0.001) and 95% ethanol (534 species, P<0.001). When analysis was limited to genes that had >70% identity and coverage to known KEGG orthologs (k-genes), the highest number of observed species and Shannon index were for FOBT specimens (30,894 genes).  For all preservatives, except RNA later, the observed number of k-genes and Shannon index were higher on day 0 than on day 4 of room temperature storage. The variability in species and k-gene diversity was primarily explained by interindividual differences (71% and 68%, respectively), with only 9-10% of the variability explained by collection method/solution and <1% of the variability explained by storage duration. The relative abundance of the detected species was dependent on the preservative used, but fecal specimens frozen without a preservation solution had more species with an abundance that was greater than 2% than any of the preserved specimens. Interclass correlation coefficients (ICC) with the fecal specimen that was frozen on day 0 were highest in RNAlater-preserved specimens for most metrics and lowest in fecal specimens preserved in 95% ethanol. The ICCs for observed species, observed gene, Shannon index, Bray-Curtis distance and Jaccard distance matrices between specimens fixed in the same preservative on day 0 and day 4 were high for fecal specimens preserved by FIT tubes, FOBT cards, and RNAlater, but were lower for specimens preserved in 95% ethanol.

Studies

  1. Study Purpose

    This study compared the microbiome of frozen fecal specimens with aliquots of the same 15 specimens that were preserved in RNAlater, 95% ethanol, FIT tubes and FOBT cards, then stored at room temperature for 0 or 4 days, and frozen at -80°C before analysis. Feces were collected from 15 volunteers into an Exakt Pak canister and delivered to the laboratory. Specimens were manually mixed using a spatula and aliquoted. Aliquots were then immediately frozen at -80°C (control), mixed with RNAlater, mixed with 95% ethanol, smeared onto FOBT cards, or mixed with the fluid in FIT tubes. Matched aliquots in each preservative were frozen immediately and after 4 days at room temperature.  DNA was extracted from specimens using the PowerMag Soil DNA Isolation Kit and quantified using PicoGreen. Specimens were sequenced using TruSeq SBS Kits on a HiSeq 2000 instrument. Data was processed using a pipeline developed at the Baylor College of Medicine. Statistical analysis was conducted using R and SAS.

    Summary of Findings:

    Fecal specimen aliquots that were directly frozen without preservation had the highest number of observed species (580 species) and Shannon index, with significantly fewer species detected in specimens preserved with FIT tubes (549 species, P=0.02), FOBT cards (539 species, P=0.002), RNAlater (537 species, P=0.001) and 95% ethanol (534 species, P<0.001).  When limited to genes that had >70% identity and coverage to known KEGG orthologs (k-genes), the highest number of observed species and Shannon index were for FOBT-preserved specimens (30,894 genes), but when compared to specimens frozen immediately, differences were limited to fewer k-genes in RNAlater-preserved specimens (28,369 genes versus 30,290 genes in control, P=0.009).  For all preservatives, except RNAlater, the observed number of k-genes and Shannon index were higher on day 0 than on day 4 of post-preservation room temperature storage. Variability in species and k-gene coverage was primarily explained by interindividual differences (71% and 68%, respectively), with only 9-10% of the variability explained by collection method/solution and <1% of the variability explained by storage duration. The relative abundance of the detected species was dependent on the preservative used, but specimens that were frozen without a preservative solution had more species with an abundance that was greater than 2% than in any of the preserved specimens. Interclass correlation coefficients (ICCs) relative to  fecal specimens frozen on day 0 were lowest for the abundance of Actinobacteria, Bacteroidetes, and Firmicutes in specimens preserved with 95% ethanol (0.46, 0.23 and 0.33, respectively) or FOBT cards (0.30, 0.36, and 0.40, respectively) but were >0.50 in specimens preserved in RNAlater or FIT tubes. ICCs for alpha diversity metrics (Shannon index and observed species/genes) relative to frozen specimens were higher for specimens preserved with RNAlater (0.68-0.91) or FOBT cards (0.46-0.87) than specimens preserved with FIT tubes (0.44-0.84) or 95% ethanol (0.40-0.81). ICCs with frozen specimens for axis 1 of Bray-Curtis and Jaccard distances were highest for fecal specimens preserved with RNAlater (0.94 and 0.91, respectively) followed by specimens preserved with FIT tubes (0.89 and 0.87, respectively) or FOBT cards (0.86-0.85) and lowest for 95% ethanol-preserved specimens (0.67 and 0.65, respectively), with much lower ICCs for axis 2 (0.33-0.50). ICCs with frozen specimens for the most abundant species were low (<40%) for 3, 5, 6, and 7 of the 20 most abundant species in fecal specimens preserved with RNAlater, FOBT cards, FIT tubes and 95% ethanol. ICCs for k-genes, modules, and pathways with frozen specimens were highly variable, but tended to be lowest in specimens preserved in 95% ethanol. ICC’s for observed species, observed gene, Shannon index, Bray-Curtis distance and Jaccard distance matrices between fecal specimens preserved by the same method on day 0 and day 4 were high for specimens preserved with FIT tubes (0.86-0.99), FOBT cards (0.93-0.99), and RNAlater (0.97-0.99), but were lower for specimens preserved in 95% ethanol (0.57-0.77 most, 0.93 for observed species). Further, in 95% ethanol -specimens, ICCs between day 0 and day 4 post-preservation room temperature storage were poor (<40%) for 4 of 20 species, 3 of 20 k-genes, 2 of 10 modules, and 3 of 10 pathways.

    Biospecimens
    Preservative Types
    • Ethanol
    • RNAlater
    • Other Preservative
    • Frozen
    Diagnoses:
    • Not specified
    Platform:
    AnalyteTechnology Platform
    DNA Fluorometry
    DNA Next generation sequencing
    Pre-analytical Factors:
    ClassificationPre-analytical FactorValue(s)
    Biospecimen Preservation Type of fixation/preservation Fecal immunochemical test (FIT)
    FOBT Card
    Ethanol
    RNAlater
    Frozen
    Storage Time at room temperature 0 days
    4 days

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