High-throughput identification and quantification of bacterial cells in the microbiota based on 16S rRNA sequencing with single-base accuracy using BarBIQ
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作者:
Jin, Jianshi
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Chinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
Jin, Jianshi
[1
,2
]
Yamamoto, Reiko
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RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
Yamamoto, Reiko
[2
]
Shiroguchi, Katsuyuki
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RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
Shiroguchi, Katsuyuki
[2
]
机构:
[1] Chinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
[2] RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, Japan
Bacteria often function as a community, called the microbiota, consisting of many different bacterial species. The accurate identification of bacterial types and the simultaneous quantification of the cells of each bacterial type will advance our understanding of microbiota; however, this cannot be performed by conventional 16S rRNA sequencing methods as they only identify and quantify genes, which do not always represent cells. Here, we present a protocol for our developed method, barcoding bacteria for identification and quantification (BarBIQ). In BarBIQ, the 16S rRNA genes of single bacterial cells are amplified and attached to a unique cellular barcode in a droplet. Sequencing the tandemly linked cellular barcodes and 16S rRNA genes from many droplets (representing many cells with unique cellular barcodes) and clustering the sequences using the barcodes determines both the bacterial type for each cell based on 16S rRNA gene and the number of cells for each bacterial type based on the quantity of barcode types sequenced. Single-base accuracy for 16S rRNA sequencing is achieved via the barcodes and by avoiding chimera formation from 16S rRNA genes of different bacteria using droplets. For data processing, an easy-to-use bioinformatic pipeline is available (https://github.com/Shiroguchi-Lab/BarBIQ_Pipeline_V1_2_0). This protocol allows researchers with experience in molecular biology but without bioinformatics experience to perform the process in similar to 2 weeks. We show the application of BarBIQ in mouse gut microbiota analysis as an example; however, this method is also applicable to other microbiota samples, including those from the mouth and skin, marine environments, soil and plants, as well as those from other terrestrial environments.
机构:
Folkhalsan Res Ctr, Helsinki, Finland
Univ Helsinki, Fac Med, Helsinki, FinlandFolkhalsan Res Ctr, Helsinki, Finland
Raju, Sajan C.
Lagstrom, Sonja
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Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, FinlandFolkhalsan Res Ctr, Helsinki, Finland
Lagstrom, Sonja
Ellonen, Pekka
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Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, FinlandFolkhalsan Res Ctr, Helsinki, Finland
Ellonen, Pekka
de Vos, Willem M.
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机构:
Univ Helsinki, Dept Bacteriol & Immunol, RPU Immunobiol, Helsinki, Finland
Wageningen Univ, Lab Microbiol, Wageningen, NetherlandsFolkhalsan Res Ctr, Helsinki, Finland
de Vos, Willem M.
Eriksson, Johan G.
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机构:
Folkhalsan Res Ctr, Helsinki, Finland
Univ Helsinki, Helsinki Univ Hosp, Dept Gen Practice & Primary Hlth Care, Helsinki, Finland
Natl Inst Hlth & Welf, Dept Chron Dis Prevent, Helsinki, FinlandFolkhalsan Res Ctr, Helsinki, Finland
Eriksson, Johan G.
Weiderpass, Elisabete
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机构:
Folkhalsan Res Ctr, Helsinki, Finland
Univ Helsinki, Fac Med, Helsinki, Finland
Canc Registry Norway, Dept Res, Oslo, Norway
Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden
Univ Tromso, Fac Hlth Sci, Dept Community Med, Tromso, NorwayFolkhalsan Res Ctr, Helsinki, Finland
Weiderpass, Elisabete
Rounge, Trine B.
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机构:
Folkhalsan Res Ctr, Helsinki, Finland
Univ Helsinki, Fac Med, Helsinki, Finland
Canc Registry Norway, Dept Res, Oslo, NorwayFolkhalsan Res Ctr, Helsinki, Finland