Introduction: There are currently no highly sensitive and specific minimally invasive biomarkers for detection of early-stage breast cancer. MicroRNAs (miRNAs) are present in the circulation and may be unique biomarkers for early diagnosis of human cancers. The aim of this study was to investigate the differential expression of miRNAs in the serum of breast cancer patients and healthy controls. Methods: Global miRNA analysis was performed on serum from 48 patients with ER-positive early-stage breast cancer obtained at diagnosis (24 lymph node-positive and 24 lymph node-negative) and 24 age-matched healthy controls using LNA-based quantitative real-time PCR (qRT-PCR). A signature of miRNAs was subsequently validated in an independent set of 111 serum samples from 60 patients with early-stage breast cancer and 51 healthy controls and further tested for reproducibility in 3 independent data sets from the GEO Database. Results: A multivariable signature consisting of 9 miRNAs (miR-15a, miR-18a, miR-107, miR-133a, miR-139-5p, miR-143, miR-145, miR-365, miR-425) was identified that provided considerable discrimination between breast cancer patients and healthy controls. Further, the ability of the 9 miRNA signature to stratify samples from breast cancer patients and healthy controls was confirmed in the validation set (p = 0.012) with a corresponding AUG = 0.665 in the ROC-curve analysis. No association between miRNA expression and tumor grade, tumor size, menopausal- or lymph node status was observed. The signature was also successfully validated in a previously published independent data set of circulating miRNAs in early-stage breast cancer (p = 0.024).
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Arroyo, Jason D.
Chevillet, John R.
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Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Chevillet, John R.
Kroh, Evan M.
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Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Kroh, Evan M.
Ruf, Ingrid K.
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Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Ruf, Ingrid K.
Pritchard, Colin C.
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Univ Washington, Dept Lab Med, Med Ctr, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Pritchard, Colin C.
Gibson, Donald F.
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Univ Washington, Dept Lab Med, Med Ctr, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Gibson, Donald F.
Mitchell, Patrick S.
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Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Mitchell, Patrick S.
Bennett, Christopher F.
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Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Univ Washington, Mol & Cellular Biol Program, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Bennett, Christopher F.
Pogosova-Agadjanyan, Era L.
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Fred Hutchinson Canc Res Ctr, Div Clin Res, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Pogosova-Agadjanyan, Era L.
Stirewalt, Derek L.
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Fred Hutchinson Canc Res Ctr, Div Clin Res, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Stirewalt, Derek L.
Tait, Jonathan F.
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Univ Washington, Dept Lab Med, Med Ctr, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Tait, Jonathan F.
Tewari, Muneesh
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Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Fred Hutchinson Canc Res Ctr, Dept Publ Hlth Sci, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
机构:
St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Asaga, Sota
Kuo, Christine
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St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Kuo, Christine
Nguyen, Tung
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St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Nguyen, Tung
Terpenning, Marilou
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机构:St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Terpenning, Marilou
Giuliano, Armando E.
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St Johns Hlth Ctr, John Wayne Canc Inst, Breast Ctr, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Giuliano, Armando E.
Hoon, Dave S. B.
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St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Arroyo, Jason D.
Chevillet, John R.
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h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Chevillet, John R.
Kroh, Evan M.
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h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Kroh, Evan M.
Ruf, Ingrid K.
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h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Ruf, Ingrid K.
Pritchard, Colin C.
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h-index: 0
机构:
Univ Washington, Dept Lab Med, Med Ctr, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Pritchard, Colin C.
Gibson, Donald F.
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h-index: 0
机构:
Univ Washington, Dept Lab Med, Med Ctr, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Gibson, Donald F.
Mitchell, Patrick S.
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h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Mitchell, Patrick S.
Bennett, Christopher F.
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h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Univ Washington, Mol & Cellular Biol Program, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Bennett, Christopher F.
Pogosova-Agadjanyan, Era L.
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h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Clin Res, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Pogosova-Agadjanyan, Era L.
Stirewalt, Derek L.
论文数: 0引用数: 0
h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Clin Res, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Stirewalt, Derek L.
Tait, Jonathan F.
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h-index: 0
机构:
Univ Washington, Dept Lab Med, Med Ctr, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Tait, Jonathan F.
Tewari, Muneesh
论文数: 0引用数: 0
h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
Fred Hutchinson Canc Res Ctr, Dept Publ Hlth Sci, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Div Human Biol, Seattle, WA 98109 USA
机构:
St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Asaga, Sota
Kuo, Christine
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h-index: 0
机构:
St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Kuo, Christine
Nguyen, Tung
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h-index: 0
机构:
St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Nguyen, Tung
Terpenning, Marilou
论文数: 0引用数: 0
h-index: 0
机构:St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Terpenning, Marilou
Giuliano, Armando E.
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h-index: 0
机构:
St Johns Hlth Ctr, John Wayne Canc Inst, Breast Ctr, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA
Giuliano, Armando E.
Hoon, Dave S. B.
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h-index: 0
机构:
St Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USASt Johns Hlth Ctr, John Wayne Canc Inst, Dept Mol Oncol, Santa Monica, CA 90404 USA