Circulating tumor cells (CTCs) have recently attracted attention due to their potential as prognostic and predictive markers for the clinical management of metastatic breast cancer patients. The isolation of CTCs from patients may enable the molecular characterization of these cells, which may help establish a minimally invasive assay for the prediction of metastasis and further optimization of treatment. Molecular markers of proven clinical value may therefore be useful in predicting disease aggressiveness and response to treatment. In our earlier study, we identified a gene signature in breast cancer that appears to be significantly associated with bone metastasis. Among the genes that constitute this signature, trefoil factor 1 (TFF1) was identified as the most differentially expressed gene associated with bone metastasis. In this study, we investigated 25 candidate gene markers in the CTCs of metastatic breast cancer patients with different metastatic sites. The panel of the 25 markers was investigated in 80 baseline samples (first blood draw of CTCs) and 30 follow-up samples. In addition, 40 healthy blood donors (HBDs) were analyzed as controls. The assay was performed using quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) with RNA extracted from CTCs captured by the CellSearch system. Our study indicated that 12 of the genes were uniquely expressed in CTCs and 10 were highly expressed in the CTCs obtained from patients compared to those obtained from HBDs. Among these genes, the expression of keratin 19 was highly correlated with the CTC count. The TFF1 expression in CTCs was a strong predictor of bone metastasis and the patients with a high expression of estrogen receptor beta in CTCs exhibited a better response to hormonal treatment. Molecular characterization of these genes in CTCs may provide a better understanding of the mechanism underlying tumor metastasis and identify gene markers in CTCs for predicting disease progression and response to treatment.
机构:
Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Mostert, B.
Sieuwerts, A. M.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Erasmus Univ, Med Ctr, Dept Med Oncol & Canc Genom Netherlands, Erasmus MC Canc Inst, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Sieuwerts, A. M.
Kraan, J.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Kraan, J.
Bolt-de Vries, J.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Bolt-de Vries, J.
van der Spoel, P.
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机构:
Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
van der Spoel, P.
van Galen, A.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
van Galen, A.
Peeters, D. J.
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h-index: 0
机构:
GZA Hosp Sint Augustinus, Oncol Res Ctr, Translat Canc Res Unit, Antwerp, Belgium
Univ Antwerp, B-2020 Antwerp, BelgiumErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Peeters, D. J.
Dirix, L. Y.
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机构:
GZA Hosp Sint Augustinus, Oncol Res Ctr, Translat Canc Res Unit, Antwerp, Belgium
Univ Antwerp, B-2020 Antwerp, BelgiumErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Dirix, L. Y.
Seynaeve, C. M.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Seynaeve, C. M.
Jager, A.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Jager, A.
de Jongh, F. E.
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Ikazia Hosp, Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
de Jongh, F. E.
Hamberg, P.
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机构:
St Franciscus Gasthuis, Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Hamberg, P.
Stouthard, J. M. L.
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机构:
Maasstad Hosp, Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Stouthard, J. M. L.
Kehrer, D. F. S.
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IJsselland Hosp, Dept Internal Med, Capelle Aan Den Ijssel, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Kehrer, D. F. S.
Look, M. P.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Look, M. P.
Smid, M.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Smid, M.
Gratama, J. W.
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Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Gratama, J. W.
Foekens, J. A.
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机构:
Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Foekens, J. A.
Martens, J. W. M.
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机构:
Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Erasmus Univ, Med Ctr, Dept Med Oncol & Canc Genom Netherlands, Erasmus MC Canc Inst, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Martens, J. W. M.
Sleijfer, S.
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h-index: 0
机构:
Erasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
Erasmus Univ, Med Ctr, Dept Med Oncol & Canc Genom Netherlands, Erasmus MC Canc Inst, NL-3075 EA Rotterdam, NetherlandsErasmus Univ, Med Ctr, Dept Med Oncol, NL-3075 EA Rotterdam, Netherlands
机构:
Massachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Hwang, W.
Pleskow, H.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Ctr Canc, Boston, MA USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Pleskow, H.
Czapla, J. A. Andrade
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机构:
Massachusetts Gen Hosp, Boston, MA 02114 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Czapla, J. A. Andrade
Fisher, R.
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机构:
Massachusetts Gen Hosp, Ctr Canc, Boston, MA USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Fisher, R.
Kamran, S. C.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02115 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Kamran, S. C.
Lee, R. J.
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h-index: 0
机构:
Massachusetts Gen Hosp, Boston, MA 02114 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Lee, R. J.
Saylor, P. J.
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Boston, MA 02115 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Saylor, P. J.
Zietman, A. L.
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机构:
Massachusetts Gen Hosp, Boston, MA 02114 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Zietman, A. L.
Silvia, B. L.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Boston, MA 02114 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Silvia, B. L.
Ting, D.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Boston, MA 02114 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Ting, D.
Maheswaran, S.
论文数: 0引用数: 0
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Massachusetts Gen Hosp, Ctr Canc, Boston, MA USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Maheswaran, S.
Haber, D.
论文数: 0引用数: 0
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Massachusetts Gen Hosp, Ctr Canc, Boston, MA USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Haber, D.
Efstathiou, J. A.
论文数: 0引用数: 0
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机构:
Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02115 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Efstathiou, J. A.
Miyamoto, D. T.
论文数: 0引用数: 0
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机构:
Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02115 USAMassachusetts Gen Hosp, Harvard Radiat Oncol Program, Boston, MA 02114 USA
Miyamoto, D. T.
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS,
2019,
105
(01):
: E663
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E663
机构:
Univ Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland
Univ Zurich, Inst Physiol, Zurich, SwitzerlandUniv Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland
Rajski, Michal
Vogel, Brigitte
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h-index: 0
机构:
Univ Basel, Dept Biomed, Div Med Oncol, Basel, SwitzerlandUniv Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland
Vogel, Brigitte
Baty, Florent
论文数: 0引用数: 0
h-index: 0
机构:
Cantonal Hosp St Gallen, Div Pneumol, St Gallen, SwitzerlandUniv Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland
Baty, Florent
Rochlitz, Christoph
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland
Univ Basel Hosp, Div Med Oncol, CH-4031 Basel, SwitzerlandUniv Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland
Rochlitz, Christoph
Buess, Martin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland
St Clara Hosp, Div Oncol, Basel, SwitzerlandUniv Basel, Dept Biomed, Div Med Oncol, Basel, Switzerland