The direct quantification of multiple pathogens has been desired for diagnostic and public health purposes for a long time. In this study, we applied microfluidic quantitative PCR (qPCR) technology to the simultaneous detection and quantification of multiple food-and waterborne pathogens. In this system, multiple singleplex qPCR assays were run under identical detection conditions in nanoliter-volume chambers that are present in high densities on a chip. First, we developed 18 TaqMan qPCR assays that could be run in the same PCR conditions by using prevalidated TaqMan probes. Specific and sensitive quantification was achieved by using these qPCR assays. With the addition of two previously validated TaqMan qPCR assays, we used 20 qPCR assays targeting 10 enteric pathogens, a fecal indicator bacterium (general Escherichia coli), and a process control strain in the microfluidic qPCR system. We preamplified the template DNA to increase the sensitivity of the qPCR assays. Our results suggested that preamplification was effective for quantifying small amounts of the template DNA without any major impact on the sensitivity, efficiency, and quantitative performance of qPCR. This microfluidic qPCR system allowed us to detect and quantify multiple pathogens from fecal samples and environmental water samples spiked with pathogens at levels as low as 100 cells/liter. These results suggest that the routine monitoring of multiple pathogens in food and water samples is now technically feasible. This method may provide more reliable information for risk assessment than the current fecal contamination indicator approach.
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Royal Inst Technol, Dept Biotechnol, Stockholm, SwedenStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Akhras, Michael S.
;
Thiyagarajan, Sreedevi
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Thiyagarajan, Sreedevi
;
Villablanca, Andrea C.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Villablanca, Andrea C.
;
Davis, Ronald W.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Davis, Ronald W.
;
Nyren, Pal
论文数: 0引用数: 0
h-index: 0
机构:
Royal Inst Technol, Dept Biotechnol, Stockholm, SwedenStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Nyren, Pal
;
Pourmand, Nader
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
机构:
Barts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Bustin, Stephen A.
;
Benes, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
EMBL Heidelberg, Genom Core Facil, Heidelberg, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Benes, Vladimir
;
Garson, Jeremy A.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Infect, Ctr Virol, London, England
UCL Hosp, NHS Fdn Trust, Dept Virol, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Garson, Jeremy A.
;
Hellemans, Jan
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Hellemans, Jan
;
Huggett, Jim
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Ctr Infect Dis, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Huggett, Jim
;
Kubista, Mikael
论文数: 0引用数: 0
h-index: 0
机构:
TATAA Bioctr, Gothenburg, Sweden
Inst Biotechnol AS CR, Prague, Czech RepublicBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Kubista, Mikael
;
Mueller, Reinhold
论文数: 0引用数: 0
h-index: 0
机构:
Sequenom, San Diego, CA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Mueller, Reinhold
;
Nolan, Tania
论文数: 0引用数: 0
h-index: 0
机构:
Sigma Aldrich, Haverhill, MA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Nolan, Tania
;
Pfaffl, Michael W.
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, D-8050 Freising Weihenstephan, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Pfaffl, Michael W.
;
Shipley, Gregory L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, Hlth Sci Ctr, Dept Integrat Biol & Pharmacol, Quantitat Genom Core Lab, Houston, TX USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Shipley, Gregory L.
;
Vandesompele, Jo
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Vandesompele, Jo
;
Wittwer, Carl T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Pathol, Salt Lake City, UT USA
ARUP Inst Clin & Expt Pathol, Salt Lake City, UT USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Craven, SE
;
Stern, NJ
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Stern, NJ
;
Line, E
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Line, E
;
Bailey, JS
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Bailey, JS
;
Cox, NA
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Cox, NA
;
Fedorka-Cray, P
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Royal Inst Technol, Dept Biotechnol, Stockholm, SwedenStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Akhras, Michael S.
;
Thiyagarajan, Sreedevi
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Thiyagarajan, Sreedevi
;
Villablanca, Andrea C.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Villablanca, Andrea C.
;
Davis, Ronald W.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Davis, Ronald W.
;
Nyren, Pal
论文数: 0引用数: 0
h-index: 0
机构:
Royal Inst Technol, Dept Biotechnol, Stockholm, SwedenStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
Nyren, Pal
;
Pourmand, Nader
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USAStanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
机构:
Barts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Bustin, Stephen A.
;
Benes, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
EMBL Heidelberg, Genom Core Facil, Heidelberg, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Benes, Vladimir
;
Garson, Jeremy A.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Infect, Ctr Virol, London, England
UCL Hosp, NHS Fdn Trust, Dept Virol, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Garson, Jeremy A.
;
Hellemans, Jan
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Hellemans, Jan
;
Huggett, Jim
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Ctr Infect Dis, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Huggett, Jim
;
Kubista, Mikael
论文数: 0引用数: 0
h-index: 0
机构:
TATAA Bioctr, Gothenburg, Sweden
Inst Biotechnol AS CR, Prague, Czech RepublicBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Kubista, Mikael
;
Mueller, Reinhold
论文数: 0引用数: 0
h-index: 0
机构:
Sequenom, San Diego, CA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Mueller, Reinhold
;
Nolan, Tania
论文数: 0引用数: 0
h-index: 0
机构:
Sigma Aldrich, Haverhill, MA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Nolan, Tania
;
Pfaffl, Michael W.
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, D-8050 Freising Weihenstephan, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Pfaffl, Michael W.
;
Shipley, Gregory L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, Hlth Sci Ctr, Dept Integrat Biol & Pharmacol, Quantitat Genom Core Lab, Houston, TX USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Shipley, Gregory L.
;
Vandesompele, Jo
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Vandesompele, Jo
;
Wittwer, Carl T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Pathol, Salt Lake City, UT USA
ARUP Inst Clin & Expt Pathol, Salt Lake City, UT USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Craven, SE
;
Stern, NJ
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Stern, NJ
;
Line, E
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Line, E
;
Bailey, JS
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Bailey, JS
;
Cox, NA
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA
Cox, NA
;
Fedorka-Cray, P
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USAUSDA ARS, RB Russell Agr Res Ctr, Poultry Microbiol Safety Res Unit, Athens, GA 30604 USA