BACTERIAL COMMUNITIES;
MICROBIAL COMMUNITIES;
SPECIES RICHNESS;
GENERATION;
SENSITIVITY;
DIVERSITY;
PCR;
D O I:
10.1093/nar/gkv107
中图分类号:
Q5 [生物化学];
Q7 [分子生物学];
学科分类号:
071010 ;
081704 ;
摘要:
Tagging amplicons with tag sequences appended to PCR primers allow the multiplexing of numerous samples for high-throughput sequencing (HTS). This approach is routinely used in HTS-based diversity analyses, especially in microbial ecology and biomedical diagnostics. However, amplicon library preparation is subject to pervasive sample sequence cross-contaminations as a result of tag switching events referred to as mistagging. Here, we sequenced seven amplicon libraries prepared using various multiplexing designs in order to measure the magnitude of this phenomenon and its impact on diversity analyses. Up to 28.2% of the unique sequences correspond to undetectable (critical) mistags in single-or saturated double-tagging libraries. We show the advantage of multiplexing samples following Latin Square Designs in order to optimize the detection of mistags and maximize the information on their distribution across samples. We use this information in designs incorporating PCR replicates to filter the critical mistags and to recover the exact composition of mock community samples. Being parameter-free and data-driven, our approach can provide more accurate and reproducible HTS data sets, improving the reliability of their interpretations.
机构:
No Arizona Univ, Dept Comp Sci, Flagstaff, AZ 86011 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Caporaso, J. Gregory
;
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Lauber, Christian L.
;
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, Howard Hughes Med Inst, Boulder, CO 80309 USA
Walters, William A.
;
Berg-Lyons, Donna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Berg-Lyons, Donna
;
Huntley, James
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Colorado Initiat Mol Biotechnol, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Huntley, James
;
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, Howard Hughes Med Inst, Boulder, CO 80309 USA
Fierer, Noah
;
Owens, Sarah M.
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Argonne, IL 60439 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Owens, Sarah M.
;
Betley, Jason
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Betley, Jason
;
Fraser, Louise
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Fraser, Louise
;
Bauer, Markus
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Bauer, Markus
;
Gormley, Niall
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Gormley, Niall
;
Gilbert, Jack A.
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Argonne, IL 60439 USA
Univ Chicago, Dept Ecol & Evolut, Chicago, IL 60637 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Gilbert, Jack A.
;
Smith, Geoff
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Smith, Geoff
;
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, 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
;
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lauber, Christian L.
;
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.
;
Berg-Lyons, Donna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Berg-Lyons, Donna
;
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.
;
Turnbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard FAS Ctr Syst Biol, Cambridge, MA 02138 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Turnbaugh, Peter J.
;
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 & Evolut Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
;
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:
No Arizona Univ, Dept Comp Sci, Flagstaff, AZ 86011 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Caporaso, J. Gregory
;
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Lauber, Christian L.
;
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, Howard Hughes Med Inst, Boulder, CO 80309 USA
Walters, William A.
;
Berg-Lyons, Donna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Berg-Lyons, Donna
;
Huntley, James
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Colorado Initiat Mol Biotechnol, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Huntley, James
;
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, Howard Hughes Med Inst, Boulder, CO 80309 USA
Fierer, Noah
;
Owens, Sarah M.
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Argonne, IL 60439 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Owens, Sarah M.
;
Betley, Jason
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Betley, Jason
;
Fraser, Louise
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Fraser, Louise
;
Bauer, Markus
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Bauer, Markus
;
Gormley, Niall
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Gormley, Niall
;
Gilbert, Jack A.
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Argonne, IL 60439 USA
Univ Chicago, Dept Ecol & Evolut, Chicago, IL 60637 USAUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Gilbert, Jack A.
;
Smith, Geoff
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Cambridge Ltd, Saffron Walden, Essex, EnglandUniv Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Smith, Geoff
;
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Howard Hughes Med Inst, 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
;
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lauber, Christian L.
;
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.
;
Berg-Lyons, Donna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Berg-Lyons, Donna
;
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.
;
Turnbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard FAS Ctr Syst Biol, Cambridge, MA 02138 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Turnbaugh, Peter J.
;
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 & Evolut Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
;
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