Next-Generation qPCR for the High-Throughput Measurement of Gene Expression in Multiple Leukocyte Subsets
被引:12
作者:
Adamski, Mateusz G.
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Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Jagiellonian Univ, Dept Neurol, Coll Med, Krakow, PolandSuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Adamski, Mateusz G.
[1
,2
]
Li, Yan
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Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USASuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Li, Yan
[1
]
Wagner, Erin
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Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USASuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Wagner, Erin
[1
]
Yu, Hua
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机构:
Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USASuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Yu, Hua
[1
]
Seales-Bailey, Chloe
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Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USASuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Seales-Bailey, Chloe
[1
]
Soper, Steven A.
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机构:
Univ N Carolina, Chapel Hill, NC USASuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Soper, Steven A.
[3
]
Murphy, Michael
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机构:
Louisiana State Univ, Baton Rouge, LA 70803 USASuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Murphy, Michael
[4
]
Baird, Alison E.
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Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USASuny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Baird, Alison E.
[1
]
机构:
[1] Suny Downstate Med Ctr, Dept Neurol, Brooklyn, NY 11203 USA
Clinical studies of gene expression are increasingly using the whole blood, peripheral blood mononuclear cells, and leukocyte subsets involved in the innate and adaptive immune responses. However, the small amount of RNA available in the clinical setting is a limitation for commonly used methods such as quantitative polymerase chain reactions (qPCR) and microarrays. Our aim was to design 96 gene assays to simultaneously measure gene expression in the whole blood and seven leukocyte subsets using a new-generation qPCR methodhigh-throughput nanofluidic reverse transcription qPCR (HT RT-qPCR). The leukocyte subset purity was 94% to 98% for seven subsets and was less for the T-cell receptor subset (80%). The HT RT-qPCR replicate sample measurements were highly reproducible (r = 0.997, p < 2.2 x 10(-16)), and the Ct values from HT RT-qPCR correlated significantly with those from qPCR. The control genes were differentially expressed across the eight leukocyte subsets in the control subjects (p = 1.3 x 10(-5), analysis of variance). Two analytical methods, absolute and relative, gave concordant results and were significantly correlated (p = 1.9 x 10(-9)). HT RT-qPCR permits the rapid, reproducible, and quantitative measurement of multiple transcripts using minimal sample amounts. The protocol described yielded leukocyte subsets of high purity and identified two analytic methods for use.
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
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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.
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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
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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
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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
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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.
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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.
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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
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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.
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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:
Boston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Freedman, Jane E.
Larson, Martin G.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Publ Hlth, Dept Math & Stat, Boston, MA 02118 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Larson, Martin G.
Tanriverdi, Kahraman
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h-index: 0
机构:Boston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Tanriverdi, Kahraman
O'Donnell, Christopher J.
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h-index: 0
机构:
Massachusetts Gen Hosp, Div Cardiol, Boston, MA 02114 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
O'Donnell, Christopher J.
Morin, Kristine
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机构:Boston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Morin, Kristine
Hakanson, Amanda S.
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h-index: 0
机构:
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Hakanson, Amanda S.
Vasan, Ramachandran S.
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h-index: 0
机构:
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Vasan, Ramachandran S.
Johnson, Andrew D.
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h-index: 0
机构:
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Johnson, Andrew D.
Iafrati, Mark D.
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机构:
Tufts Med Ctr, Div Vasc Surg, Boston, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Iafrati, Mark D.
Benjamin, Emelia J.
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h-index: 0
机构:
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
机构:
Univ Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 USAUniv Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 USA
Glazko, Galina
Mushegian, Arcady
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h-index: 0
机构:
Stowers Inst Med Res, Kansas City, MO 64110 USA
Univ Kansas, Dept Microbiol Mol Genet & Immunol, Med Ctr, Kansas City, KS 66160 USAUniv Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 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:
Boston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Freedman, Jane E.
Larson, Martin G.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Publ Hlth, Dept Math & Stat, Boston, MA 02118 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Larson, Martin G.
Tanriverdi, Kahraman
论文数: 0引用数: 0
h-index: 0
机构:Boston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Tanriverdi, Kahraman
O'Donnell, Christopher J.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Div Cardiol, Boston, MA 02114 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
O'Donnell, Christopher J.
Morin, Kristine
论文数: 0引用数: 0
h-index: 0
机构:Boston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Morin, Kristine
Hakanson, Amanda S.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Hakanson, Amanda S.
Vasan, Ramachandran S.
论文数: 0引用数: 0
h-index: 0
机构:
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Vasan, Ramachandran S.
Johnson, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Johnson, Andrew D.
Iafrati, Mark D.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Div Vasc Surg, Boston, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
Iafrati, Mark D.
Benjamin, Emelia J.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
NHLBI, Framingham Heart Study, Framingham, MA USABoston Univ, Sch Med, Dept Med, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
机构:
Univ Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 USAUniv Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 USA
Glazko, Galina
Mushegian, Arcady
论文数: 0引用数: 0
h-index: 0
机构:
Stowers Inst Med Res, Kansas City, MO 64110 USA
Univ Kansas, Dept Microbiol Mol Genet & Immunol, Med Ctr, Kansas City, KS 66160 USAUniv Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 USA