Azoreductase;
Gut microbiota;
Firmicutes;
Bacteroidetes;
16S rRNA;
Pharmacomicrobiomics;
AZOREDUCTASE ACTIVITY;
GUT MICROBIOME;
IDENTIFICATION;
PURIFICATION;
D O I:
10.1186/s13099-021-00454-0
中图分类号:
R57 [消化系及腹部疾病];
学科分类号:
摘要:
Background Through an arsenal of microbial enzymes, the gut microbiota considerably contributes to human metabolic processes, affecting nutrients, drugs, and environmental poisons. Azoreductases are a predominant group of microbiota-derived enzymes involved in xenobiotic metabolism and drug activation, but little is known about how compositional changes in the gut microbiota correlate with its azo-reducing activity. Results To this end, we used high-throughput 16S rRNA amplicon sequencing, with Illumina MiSeq, to determine the microbial community composition of stool samples from 16 adults with different azo-reducing activity. High azo-reducing activity positively correlated with the relative abundance of phylum Firmicutes (especially genera Streptococcus and Coprococcus) but negatively with phylum Bacteroidetes (especially genus Bacteroides). Typical variations in the Firmicutes-to-Bacteroidetes and Prevotella-to-Bacteroides ratios were observed among samples. Multivariate analysis of the relative abundance of key microbial taxa and other diversity parameters confirmed the Firmicutes proportion as a major variable differentiating high and non-azo-reducers, while Bacteroidetes relative abundance was correlated with azo-reduction, sex, and BMI. Conclusions This pilot study showed that stool samples with higher azo-reducing activity were enriched in Firmicutes but with relatively fewer Bacteroidetes. More samples and studies from different geographical areas are needed to bolster this conclusion. Better characterization of different azoreductase-producing gut microbes will increase our knowledge about the fate and differential human responses to azodye-containing drugs or orally consumed chemicals, thus contributing to efforts towards implementing microbiome testing in precision medicine and toxicology.
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Caporaso, J. Gregory
Kuczynski, Justin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kuczynski, Justin
Stombaugh, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Stombaugh, Jesse
Bittinger, Kyle
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bittinger, Kyle
Bushman, Frederic D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bushman, Frederic D.
Costello, Elizabeth K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Costello, Elizabeth K.
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
Pena, Antonio Gonzalez
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pena, Antonio Gonzalez
Goodrich, Julia K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Goodrich, Julia K.
Gordon, Jeffrey I.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Gordon, Jeffrey I.
Huttley, Gavin A.
论文数: 0引用数: 0
h-index: 0
机构:
Australian Natl Univ, John Curtin Sch Med Res, Computat Genom Lab, Canberra, ACT 2601, AustraliaUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Huttley, Gavin A.
Kelley, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kelley, Scott T.
Knights, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Knights, Dan
Koenig, Jeremy E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Koenig, Jeremy E.
Ley, Ruth E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Ley, Ruth E.
Lozupone, Catherine A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lozupone, Catherine A.
McDonald, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
McDonald, Daniel
Muegge, Brian D.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Muegge, Brian D.
Pirrung, Meg
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pirrung, Meg
Reeder, Jens
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Reeder, Jens
Sevinsky, Joel R.
论文数: 0引用数: 0
h-index: 0
机构:
Luca Technol, Golden, CO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Sevinsky, Joel R.
Tumbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Tumbaugh, Peter J.
Walters, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Walters, William A.
Widmann, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Widmann, Jeremy
Yatsunenko, Tanya
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Yatsunenko, Tanya
Zaneveld, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Zaneveld, Jesse
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Caporaso, J. Gregory
Kuczynski, Justin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kuczynski, Justin
Stombaugh, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Stombaugh, Jesse
Bittinger, Kyle
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bittinger, Kyle
Bushman, Frederic D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bushman, Frederic D.
Costello, Elizabeth K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Costello, Elizabeth K.
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
Pena, Antonio Gonzalez
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pena, Antonio Gonzalez
Goodrich, Julia K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Goodrich, Julia K.
Gordon, Jeffrey I.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Gordon, Jeffrey I.
Huttley, Gavin A.
论文数: 0引用数: 0
h-index: 0
机构:
Australian Natl Univ, John Curtin Sch Med Res, Computat Genom Lab, Canberra, ACT 2601, AustraliaUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Huttley, Gavin A.
Kelley, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kelley, Scott T.
Knights, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Knights, Dan
Koenig, Jeremy E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Koenig, Jeremy E.
Ley, Ruth E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Ley, Ruth E.
Lozupone, Catherine A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lozupone, Catherine A.
McDonald, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
McDonald, Daniel
Muegge, Brian D.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Muegge, Brian D.
Pirrung, Meg
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pirrung, Meg
Reeder, Jens
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Reeder, Jens
Sevinsky, Joel R.
论文数: 0引用数: 0
h-index: 0
机构:
Luca Technol, Golden, CO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Sevinsky, Joel R.
Tumbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Tumbaugh, Peter J.
Walters, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Walters, William A.
Widmann, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Widmann, Jeremy
Yatsunenko, Tanya
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Yatsunenko, Tanya
Zaneveld, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Zaneveld, Jesse
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA