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Prospective assessment of the prognostic value of circulating tumor cells and their clusters in patients with advanced-stage breast cancer

  • Epidemiology
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Abstract

The enumeration of circulating tumor cells (CTCs) provides important prognostic values in patients with metastatic breast cancer. Recent studies indicate that individual CTCs form clusters and these CTC-clusters play an important role in tumor metastasis. We aimed to assess whether quantification of CTC-clusters provides additional prognostic value over quantification of individual CTCs alone. In 115 prospectively enrolled advanced-stage (III and IV) breast cancer patients, CTCs and CTC-clusters were counted in 7.5 ml whole blood using the CellSearch® system at baseline before first-line therapy. The individual and joint effects of CTC and CTC cluster counts on patients’ progression-free survival (PFS) were analyzed using Cox proportional hazards modeling. Of the 115 patients, 36 (31.3 %) had elevated baseline CTCs (≥5 CTCs/7.5 ml) and 20 (17.4 %) had CTC-clusters (≥2 CTCs/7.5 ml). Patients with elevated CTCs and CTC-clusters both had worse PFS with a hazard ratio (HR) of 2.76 [95 % confidence interval (CI) 1.57–4.86, P log-rank = 0.0005] and 2.83 (1.48–5.39, P log-rank = 0.001), respectively. In joint analysis, compared with patients with <5 CTCs and without CTC-clusters, patients with elevated CTCs but without clusters, and patients with elevated CTCs and with clusters, had an increasing trend of progression risk, with an HR of 2.21 (1.02–4.78) and 3.32 (1.68–6.55), respectively (P log-rank = 0.0006, P trend = 0.0002). The additional prognostic value of CTC-clusters appeared to be more pronounced in patients with inflammatory breast cancer (IBC), the most aggressive form of breast cancer with the poorest survival. Baseline counts of both individual CTCs and CTC-clusters were associated with PFS in advanced-stage breast cancer patients. CTC-clusters might provide additional prognostic value compared with CTC enumeration alone, in patients with elevated CTCs.

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References

  1. Allard WJ, Matera J, Miller MC, Repollet M, Connelly MC, Rao C, Tibbe AG, Uhr JW, Terstappen LW (2004) Tumor cells circulate in the peripheral blood of all major carcinomas but not in healthy subjects or patients with nonmalignant diseases. Clin Cancer Res 10:6897–6904

    Article  PubMed  Google Scholar 

  2. Riethdorf S, Wikman H, Pantel K (2008) Review: biological relevance of disseminated tumor cells in cancer patients. Int J Cancer 123:1991–2006

    Article  CAS  PubMed  Google Scholar 

  3. Cristofanilli M, Budd GT, Ellis MJ, Stopeck A, Matera J, Miller MC, Reuben JM, Doyle GV, Allard WJ, Terstappen LW, Hayes DF (2004) Circulating tumor cells, disease progression, and survival in metastatic breast cancer. N Engl J Med 351:781–791

    Article  CAS  PubMed  Google Scholar 

  4. Budd GT, Cristofanilli M, Ellis MJ, Stopeck A, Borden E, Miller MC, Matera J, Repollet M, Doyle GV, Terstappen LW, Hayes DF (2006) Circulating tumor cells versus imaging–predicting overall survival in metastatic breast cancer. Clin Cancer Res 12:6403–6409

    Article  CAS  PubMed  Google Scholar 

  5. Hayes DF, Cristofanilli M, Budd GT, Ellis MJ, Stopeck A, Miller MC, Matera J, Allard WJ, Doyle GV, Terstappen LW (2006) Circulating tumor cells at each follow-up time point during therapy of metastatic breast cancer patients predict progression-free and overall survival. Clin Cancer Res 12:4218–4224

    Article  CAS  PubMed  Google Scholar 

  6. Bidard FC, Peeters DJ, Fehm T, Nole F, Gisbert-Criado R, Mavroudis D, Grisanti S, Generali D, Garcia-Saenz JA, Stebbing J, Caldas C, Gazzaniga P, Manso L, Zamarchi R, de Lascoiti AF, De Mattos-Arruda L, Ignatiadis M, Lebofsky R, van Laere SJ, Meier-Stiegen F, Sandri MT, Vidal-Martinez J, Politaki E, Consoli F, Bottini A, Diaz-Rubio E, Krell J, Dawson SJ, Raimondi C, Rutten A, Janni W, Munzone E, Caranana V, Agelaki S, Almici C, Dirix L, Solomayer EF, Zorzino L, Johannes H, Reis-Filho JS, Pantel K, Pierga JY, Michiels S (2014) Clinical validity of circulating tumour cells in patients with metastatic breast cancer: a pooled analysis of individual patient data. Lancet Oncol 15:406–414

    Article  PubMed  Google Scholar 

  7. Bork U, Rahbari NN, Scholch S, Reissfelder C, Kahlert C, Buchler MW, Weitz J, Koch M (2015) Circulating tumour cells and outcome in non-metastatic colorectal cancer: a prospective study. Br J Cancer 112:1306–1313

    Article  CAS  PubMed  Google Scholar 

  8. Zhang L, Riethdorf S, Wu G, Wang T, Yang K, Peng G, Liu J, Pantel K (2012) Meta-analysis of the prognostic value of circulating tumor cells in breast cancer. Clin Cancer Res 18:5701–5710

    Article  PubMed  Google Scholar 

  9. Smerage JB, Barlow WE, Hortobagyi GN, Winer EP, Leyland-Jones B, Srkalovic G, Tejwani S, Schott AF, O’Rourke MA, Lew DL, Doyle GV, Gralow JR, Livingston RB, Hayes DF (2014) Circulating tumor cells and response to chemotherapy in metastatic breast cancer: SWOG S0500. J Clin Oncol 32:3483–3489

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  10. Ligthart ST, Coumans FA, Bidard FC, Simkens LH, Punt CJ, de Groot MR, Attard G, de Bono JS, Pierga JY, Terstappen LW (2013) Circulating tumor cells count and morphological features in breast, colorectal and prostate cancer. PLoS One 8:e67148

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  11. Allan AL, Keeney M (2010) Circulating tumor cell analysis: technical and statistical considerations for application to the clinic. Journal of Oncology 2010:426218

    Article  PubMed Central  PubMed  Google Scholar 

  12. Aceto N, Bardia A, Miyamoto DT, Donaldson MC, Wittner BS, Spencer JA, Yu M, Pely A, Engstrom A, Zhu H, Brannigan BW, Kapur R, Stott SL, Shioda T, Ramaswamy S, Ting DT, Lin CP, Toner M, Haber DA, Maheswaran S (2014) Circulating tumor cell clusters are oligoclonal precursors of breast cancer metastasis. Cell 158:1110–1122

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  13. Paoletti C, Li Y, Muniz MC, Kidwell KM, Aung K, Thomas DG, Brown ME, Abramson VG, Irvin WJ Jr, Lin NU, Liu MC, Nanda R, Nangia JR, Storniolo AM, Traina TA, Vaklavas C, Van Poznak CH, Wolff AC, Forero-Torres A, Hayes DF, Translational Breast Cancer Research C (2015) Significance of circulating tumor cells in metastatic triple-negative breast cancer patients within a randomized, Phase II Trial: TBCRC 019. Clin Cancer Res 21:2771–2779

    Article  CAS  PubMed  Google Scholar 

  14. Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, Dancey J, Arbuck S, Gwyther S, Mooney M, Rubinstein L, Shankar L, Dodd L, Kaplan R, Lacombe D, Verweij J (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45:228–247

    Article  CAS  PubMed  Google Scholar 

  15. Riethdorf S, Fritsche H, Muller V, Rau T, Schindlbeck C, Rack B, Janni W, Coith C, Beck K, Janicke F, Jackson S, Gornet T, Cristofanilli M, Pantel K (2007) Detection of circulating tumor cells in peripheral blood of patients with metastatic breast cancer: a validation study of the Cell Search system. Clin Cancer Res 13:920–928

    Article  CAS  PubMed  Google Scholar 

  16. Coumans FA, Doggen CJ, Attard G, de Bono JS, Terstappen LW (2010) All circulating EpCAM + CK + CD45- objects predict overall survival in castration-resistant prostate cancer. Ann Oncol 21:1851–1857

    Article  CAS  PubMed  Google Scholar 

  17. Hou JM, Krebs MG, Lancashire L, Sloane R, Backen A, Swain RK, Priest LJ, Greystoke A, Zhou C, Morris K, Ward T, Blackhall FH, Dive C (2012) Clinical significance and molecular characteristics of circulating tumor cells and circulating tumor microemboli in patients with small-cell lung cancer. J Clin Oncol 30:525–532

    Article  PubMed  Google Scholar 

  18. Goldhirsch A, Winer EP, Coates AS, Gelber RD, Piccart-Gebhart M, Thurlimann B, Senn HJ, Panel Members (2013) Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2013. Ann Oncol 24:2206–2223

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  19. Hou JM, Krebs M, Ward T, Sloane R, Priest L, Hughes A, Clack G, Ranson M, Blackhall F, Dive C (2011) Circulating tumor cells as a window on metastasis biology in lung cancer. Am J Pathol 178:989–996

    Article  PubMed Central  PubMed  Google Scholar 

  20. Kats-Ugurlu G, Roodink I, de Weijert M, Tiemessen D, Maass C, Verrijp K, van der Laak J, de Waal R, Mulders P, Oosterwijk E, Leenders W (2009) Circulating tumour tissue fragments in patients with pulmonary metastasis of clear cell renal cell carcinoma. J Pathol 219:287–293

    Article  CAS  PubMed  Google Scholar 

  21. Molnar B, Ladanyi A, Tanko L, Sreter L, Tulassay Z (2001) Circulating tumor cell clusters in the peripheral blood of colorectal cancer patients. Clin Cancer Res 7:4080–4085

    CAS  PubMed  Google Scholar 

  22. Hance KW, Anderson WF, Devesa SS, Young HA, Levine PH (2005) Trends in inflammatory breast carcinoma incidence and survival: the surveillance, epidemiology, and end results program at the National Cancer Institute. J Natl Cancer Inst 97:966–975

    Article  PubMed Central  PubMed  Google Scholar 

  23. Dawood S, Merajver SD, Viens P, Vermeulen PB, Swain SM, Buchholz TA, Dirix LY, Levine PH, Lucci A, Krishnamurthy S, Robertson FM, Woodward WA, Yang WT, Ueno NT, Cristofanilli M (2011) International expert panel on inflammatory breast cancer: consensus statement for standardized diagnosis and treatment. Ann Oncol 22:515–523

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  24. Warren LE, Guo H, Regan MM, Nakhlis F, Yeh ED, Jacene HA, Hirshfield-Bartek J, Overmoyer BA, Bellon JR (2015) Inflammatory breast cancer and development of brain metastases: risk factors and outcomes. Breast Cancer Res Treat 151:225–232

    Article  CAS  PubMed  Google Scholar 

  25. Matro JM, Li T, Cristofanilli M, Hughes ME, Ottesen RA, Weeks JC, Wong YN (2015) Inflammatory breast cancer management in the national comprehensive cancer network: the disease, recurrence pattern, and outcome. Clin Breast Cancer 15:1–7

    Article  PubMed  Google Scholar 

  26. Mego M, De Giorgi U, Hsu L, Ueno NT, Valero V, Jackson S, Andreopoulou E, Kau SW, Reuben JM, Cristofanilli M (2009) Circulating tumor cells in metastatic inflammatory breast cancer. Ann Oncol 20:1824–1828

    Article  CAS  PubMed  Google Scholar 

  27. Mego M, Giordano A, De Giorgi U, Masuda H, Hsu L, Giuliano M, Fouad TM, Dawood S, Ueno NT, Valero V, Andreopoulou E, Alvarez RH, Woodward WA, Hortobagyi GN, Cristofanilli M, Reuben JM (2015) Circulating tumor cells in newly diagnosed inflammatory breast cancer. Breast Cancer Res 17:2

    Article  PubMed Central  PubMed  Google Scholar 

  28. Fouad TM, Kogawa T, Liu DD, Shen Y, Masuda H, El-Zein R, Woodward WA, Chavez-MacGregor M, Alvarez RH, Arun B, Lucci A, Krishnamurthy S, Babiera G, Buchholz TA, Valero V, Ueno NT (2015) Overall survival differences between patients with inflammatory and noninflammatory breast cancer presenting with distant metastasis at diagnosis. Breast Cancer Res Treat 152:407–416

    Article  CAS  PubMed  Google Scholar 

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Acknowledgments

The work reported in this study received supports from Thomas Jefferson University, The Inflammatory Breast Cancer Network Foundation, The Jamie Lieberman Memorial Endowment Fund, and American Cancer Society Research Scholar Grant 123741-RSG-13-003-01-CCE.

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Correspondence to Hushan Yang or Massimo Cristofanilli.

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The authors declare that they have no conflict of interest.

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Zhaomei Mu and Chun Wang have contributed equally to this work.

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Mu, Z., Wang, C., Ye, Z. et al. Prospective assessment of the prognostic value of circulating tumor cells and their clusters in patients with advanced-stage breast cancer. Breast Cancer Res Treat 154, 563–571 (2015). https://doi.org/10.1007/s10549-015-3636-4

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