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New tools for assessing the individual risk of metastasis in renal cell carcinoma

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Abstract

Localized renal cell carcinoma (RCC) progresses to metastastic disease in 20–40 % after surgical resection. Affected patients might benefit from adjuvant treatment and have to be reliably identified for treatment indication. However, existing molecular markers and classification nomograms lack sufficient validity for clinical application so far. Therefore, in order to improve diagnostic tools for the identification of patients at risk, we tested invasiveness and the capability to activate vascular endothelium of primary RCC cells as tumor specific functional parameters. As a parameter for cell invasiveness the ability of RCC cells to break-down transepithelial electrical resistance (TEER) of an epithelial cell monolayer was tested. Loss of resistance, calculated as invasivity index, resembled the degree of cell invasiveness. In addition, secretion of Von Willebrand Factor by endothelial cells incubated with RCC cell supernatant was measured as a surrogate marker for endothelial cell activation. TEER-assay results matched clinical status of disease in 9 out of 12 cases. Metastatic tumors and less differentiated tumors had a significant increase of invasivity index (p = 0.007; p = 0.034). Endothelial cell activation and clinical outcome matched in 5 out of 9 samples. In addition, tumor cell induced endothelial cell activation significantly correlated to the pathologic T classification status of RCC tumors (p = 0.009). Taken together, our study validated endothelial cell activation analysis and cell invasiveness as solitary prognostic markers for tumor dissemination. TEER-analysis has proven to be a useful functional assay giving highly relevant individual information on functional tumor cell characteristics that add to pathologic evaluation.

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Abbreviations

C7:

Madin–Darby canine kidney cell line C7

CAIX:

Carbonic anhydrase IX

ECA:

Endothelial cell activation

HUVEC:

Human umbilical vein cells

MMP:

Matrix metalloproteinases

RCC:

Renal cell carcinoma

TEER:

Transepithelial electrical resistance

VWF:

Von Willebrand Factor

References

  1. Ljungberg B, Campbell SC, Cho HY, Jacqmin D, Lee JE, Weikert S, Kiemeney LA (2011) The epidemiology of renal cell carcinoma. Eur Urol 60(4):615–621. doi:10.1016/j.eururo.2011.06.049

    Article  PubMed  Google Scholar 

  2. Pantuck AJ, Zisman A, Belldegrun AS (2001) The changing natural history of renal cell carcinoma. J Urol 166(5):1611–1623

    Article  PubMed  CAS  Google Scholar 

  3. Gupta K, Miller JD, Li JZ, Russell MW, Charbonneau C (2008) Epidemiologic and socioeconomic burden of metastatic renal cell carcinoma (mRCC): a literature review. Cancer Treat Rev 34(3):193–205. doi:10.1016/j.ctrv.2007.12.001

    Article  PubMed  Google Scholar 

  4. Lam JS, Shvarts O, Leppert JT, Figlin RA, Belldegrun AS (2005) Renal cell carcinoma 2005: new frontiers in staging, prognostication and targeted molecular therapy. J Urol 173(6):1853–1862. doi:10.1097/01.ju.0000165693.68449.c3

    Article  PubMed  Google Scholar 

  5. Kim SP, Weight CJ, Leibovich BC, Thompson RH, Costello BA, Cheville JC, Lohse CM, Boorjian SA (2011) Outcomes and clinicopathologic variables associated with late recurrence after nephrectomy for localized renal cell carcinoma. Urology. doi:10.1016/j.urology.2011.05.012

    Google Scholar 

  6. Motzer RJ, Mazumdar M, Bacik J, Berg W, Amsterdam A, Ferrara J (1999) Survival and prognostic stratification of 670 patients with advanced renal cell carcinoma. J Clin Oncol 17(8):2530–2540

    PubMed  CAS  Google Scholar 

  7. Escudier B, Eisen T, Stadler WM, Szczylik C, Oudard S, Siebels M, Negrier S, Chevreau C, Solska E, Desai AA, Rolland F, Demkow T, Hutson TE, Gore M, Freeman S, Schwartz B, Shan M, Simantov R, Bukowski RM (2007) Sorafenib in advanced clear-cell renal-cell carcinoma. N Engl J Med 356(2):125–134. doi:10.1056/NEJMoa060655

    Article  PubMed  CAS  Google Scholar 

  8. Escudier B, Pluzanska A, Koralewski P, Ravaud A, Bracarda S, Szczylik C, Chevreau C, Filipek M, Melichar B, Bajetta E, Gorbunova V, Bay JO, Bodrogi I, Jagiello-Gruszfeld A, Moore N (2007) Bevacizumab plus interferon alfa-2a for treatment of metastatic renal cell carcinoma: a randomised, double-blind phase III trial. Lancet 370(9605):2103–2111. doi:10.1016/S0140-6736(07)61904-7

    Article  PubMed  Google Scholar 

  9. Motzer RJ, Hutson TE, Tomczak P, Michaelson MD, Bukowski RM, Rixe O, Oudard S, Negrier S, Szczylik C, Kim ST, Chen I, Bycott PW, Baum CM, Figlin RA (2007) Sunitinib versus interferon alfa in metastatic renal-cell carcinoma. N Engl J Med 356(2):115–124. doi:10.1056/NEJMoa065044

    Article  PubMed  CAS  Google Scholar 

  10. Smaldone MC, Fung C, Uzzo RG, Haas NB (2011) Adjuvant and neoadjuvant therapies in high-risk renal cell carcinoma. Hematol Oncol Clin North Am 25(4):765–791. doi:10.1016/j.hoc.2011.06.002

    Article  PubMed  Google Scholar 

  11. Frank I, Blute ML, Cheville JC, Lohse CM, Weaver AL, Zincke H (2002) An outcome prediction model for patients with clear cell renal cell carcinoma treated with radical nephrectomy based on tumor stage, size, grade and necrosis: the SSIGN score. J Urol 168(6):2395–2400. doi:10.1097/01.ju.0000035885.91935.d5

    Article  PubMed  Google Scholar 

  12. Tan MH, Li H, Choong CV, Chia KS, Toh CK, Tang T, Tan PH, Wong CF, Lau W, Cheng C (2011) The Karakiewicz nomogram is the most useful clinical predictor for survival outcomes in patients with localized renal cell carcinoma. Cancer 117(23):5314–5324. doi:10.1002/cncr.26193

    Article  PubMed  Google Scholar 

  13. Eichelberg C, Junker K, Ljungberg B, Moch H (2009) Diagnostic and prognostic molecular markers for renal cell carcinoma: a critical appraisal of the current state of research and clinical applicability. Eur Urol 55(4):851–863. doi:10.1016/j.eururo.2009.01.003

    Article  PubMed  CAS  Google Scholar 

  14. Atkins M, Regan M, McDermott D, Mier J, Stanbridge E, Youmans A, Febbo P, Upton M, Lechpammer M, Signoretti S (2005) Carbonic anhydrase IX expression predicts outcome of interleukin 2 therapy for renal cancer. Clin Cancer Res 11(10):3714–3721. doi:10.1158/1078-0432.CCR-04-2019

    Article  PubMed  CAS  Google Scholar 

  15. Ludwig T, Ossig R, Graessel S, Wilhelmi M, Oberleithner H, Schneider SW (2002) The electrical resistance breakdown assay determines the role of proteinases in tumor cell invasion. Am J Physiol Renal Physiol 283(2):F319–F327. doi:10.1152/ajprenal.00327.2001

    PubMed  CAS  Google Scholar 

  16. Ludwig T, Puttmann S, Bertram H, Tatenhorst L, Paulus W, Oberleithner H, Senner V (2005) Functional measurement of local proteolytic activity in living cells of invasive and non-invasive tumors. J Cell Physiol 202(3):690–697. doi:10.1002/jcp.20168

    Article  PubMed  CAS  Google Scholar 

  17. Mandic R, Ludwig T, Oberleithner H, Werner JA (2004) Evaluation of head and neck squamous cell carcinoma invasiveness by the electrical resistance breakdown assay. Clin Exp Metastasis 21(8):699–704

    Article  PubMed  Google Scholar 

  18. Zak J, Schneider SW, Eue I, Ludwig T, Oberleithner H (2000) High-resistance MDCK-C7 monolayers used for measuring invasive potency of tumour cells. Pflugers Arch 440(1):179–183

    PubMed  CAS  Google Scholar 

  19. Kerk N, Strozyk EA, Poppelmann B, Schneider SW (2010) The mechanism of melanoma-associated thrombin activity and von Willebrand Factor release from endothelial cells. J Invest Dermatol 130(9):2259–2268. doi:10.1038/jid.2010.136

    Article  PubMed  CAS  Google Scholar 

  20. Goerge T, Kleineruschkamp F, Barg A, Schnaeker EM, Huck V, Schneider MF, Steinhoff M, Schneider SW (2007) Microfluidic reveals generation of platelet-strings on tumor-activated endothelium. Thromb Haemost 98(2):283–286

    PubMed  CAS  Google Scholar 

  21. Goerge T, Barg A, Schnaeker EM, Poppelmann B, Shpacovitch V, Rattenholl A, Maaser C, Luger TA, Steinhoff M, Schneider SW (2006) Tumor-derived matrix metalloproteinase-1 targets endothelial proteinase-activated receptor 1 promoting endothelial cell activation. Cancer Res 66(15):7766–7774. doi:10.1158/0008-5472.CAN-05-3897

    Article  PubMed  CAS  Google Scholar 

  22. Goerge T, Niemeyer A, Rogge P, Ossig R, Oberleithner H, Schneider SW (2002) Secretion pores in human endothelial cells during acute hypoxia. J Membr Biol 187(3):203–211. doi:10.1007/s00232-001-0164-4

    Article  PubMed  CAS  Google Scholar 

  23. Schnaeker EM, Ossig R, Ludwig T, Dreier R, Oberleithner H, Wilhelmi M, Schneider SW (2004) Microtubule-dependent matrix metalloproteinase-2/matrix metalloproteinase-9 exocytosis: prerequisite in human melanoma cell invasion. Cancer Res 64(24):8924–8931. doi:10.1158/0008-5472.CAN-04-0324

    Article  PubMed  CAS  Google Scholar 

  24. Wunsch S, Gekle M, Kersting U, Schuricht B, Oberleithner H (1995) Phenotypically and karyotypically distinct Madin–Darby canine kidney cell clones respond differently to alkaline stress. J Cell Physiol 164(1):164–171. doi:10.1002/jcp.1041640121

    Article  PubMed  CAS  Google Scholar 

  25. Simmons NL (1981) Ion transport in ‘tight’ epithelial monolayers of MDCK cells. J Membr Biol 59(2):105–114

    Article  PubMed  CAS  Google Scholar 

  26. Giard DJ, Aaronson SA, Todaro GJ, Arnstein P, Kersey JH, Dosik H, Parks WP (1973) In vitro cultivation of human tumors: establishment of cell lines derived from a series of solid tumors. J Natl Cancer Inst 51(5):1417–1423

    PubMed  CAS  Google Scholar 

  27. Wunrau C, Schnaeker EM, Freyth K, Pundt N, Wendholt D, Neugebauer K, Hansen U, Pap T, Dankbar B (2009) Establishment of a matrix-associated transepithelial resistance invasion assay to precisely measure the invasive potential of synovial fibroblasts. Arthritis Rheum 60(9):2606–2611. doi:10.1002/art.24782

    Article  PubMed  Google Scholar 

  28. Iakovlev VV, Gabril M, Dubinski W, Scorilas A, Youssef YM, Faragalla H, Kovacs K, Rotondo F, Metias S, Arsanious A, Plotkin A, Girgis AH, Streutker CJ, Yousef GM (2012) Microvascular density as an independent predictor of clinical outcome in renal cell carcinoma: an automated image analysis study. Lab Invest 92(1):46–56. doi:10.1038/labinvest.2011.153

    Article  PubMed  CAS  Google Scholar 

  29. Struckmann K, Mertz K, Steu S, Storz M, Staller P, Krek W, Schraml P, Moch H (2008) pVHL co-ordinately regulates CXCR4/CXCL12 and MMP2/MMP9 expression in human clear-cell renal cell carcinoma. J Pathol 214(4):464–471. doi:10.1002/path.2310

    Article  PubMed  CAS  Google Scholar 

  30. Kallakury BV, Karikehalli S, Haholu A, Sheehan CE, Azumi N, Ross JS (2001) Increased expression of matrix metalloproteinases 2 and 9 and tissue inhibitors of metalloproteinases 1 and 2 correlate with poor prognostic variables in renal cell carcinoma. Clin Cancer Res 7(10):3113–3119

    PubMed  CAS  Google Scholar 

  31. Kawata N, Nagane Y, Igarashi T, Hirakata H, Ichinose T, Hachiya T, Takimoto Y, Takahashi S (2006) Strong significant correlation between MMP-9 and systemic symptoms in patients with localized renal cell carcinoma. Urology 68(3):523–527. doi:10.1016/j.urology.2006.03.063

    Article  PubMed  Google Scholar 

  32. Kim HL, Seligson D, Liu X, Janzen N, Bui MH, Yu H, Shi T, Figlin RA, Horvath S, Belldegrun AS (2004) Using protein expressions to predict survival in clear cell renal carcinoma. Clin Cancer Res 10(16):5464–5471. doi:10.1158/1078-0432.CCR-04-0488

    Article  PubMed  CAS  Google Scholar 

  33. Bui MH, Seligson D, Han KR, Pantuck AJ, Dorey FJ, Huang Y, Horvath S, Leibovich BC, Chopra S, Liao SY, Stanbridge E, Lerman MI, Palotie A, Figlin RA, Belldegrun AS (2003) Carbonic anhydrase IX is an independent predictor of survival in advanced renal clear cell carcinoma: implications for prognosis and therapy. Clin Cancer Res 9(2):802–811

    PubMed  CAS  Google Scholar 

  34. Leibovich BC, Sheinin Y, Lohse CM, Thompson RH, Cheville JC, Zavada J, Kwon ED (2007) Carbonic anhydrase IX is not an independent predictor of outcome for patients with clear cell renal cell carcinoma. J Clin Oncol 25(30):4757–4764. doi:10.1200/JCO.2007.12.1087

    Article  PubMed  Google Scholar 

  35. Homicsko K, Berthold DR (2011) Neoadjuvant and adjuvant strategies in renal cell carcinoma: more questions than answers. Anticancer Drugs 22(Suppl 1):S4–S8. doi:10.1097/01.cad.0000390766.47540.07

    Article  PubMed  CAS  Google Scholar 

  36. de Martino M, Klatte T, Haitel A, Marberger M (2012) Serum cell-free DNA in renal cell carcinoma: a diagnostic and prognostic marker. Cancer 118(1):82–90. doi:10.1002/cncr.26254

    Article  PubMed  Google Scholar 

  37. Kates M, Korets R, Sadeghi N, Pierorazio PM, McKiernan JM (2011) Predictors of locally advanced and metastatic disease in patients with small renal masses. Br J Urol Int. doi:10.1111/j.1464-410X.2011.10553.x

    Google Scholar 

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Acknowledgments

This study was supported by a Grant of the Interdisciplinary Center of Clinical Research (IZKF) Münster, Germany (Goe2/023/10) and the research grant GO1360/4-1 by the Deutsche Forschungsgemeinschaft.

Conflict of interest

The authors declare that they have no conflict of interest.

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Correspondence to Tobias Goerge.

Additional information

Edwin Herrmann and Carsten Weishaupt contributed equally to this study.

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Herrmann, E., Weishaupt, C., Pöppelmann, B. et al. New tools for assessing the individual risk of metastasis in renal cell carcinoma. Clin Exp Metastasis 30, 215–224 (2013). https://doi.org/10.1007/s10585-012-9529-6

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  • DOI: https://doi.org/10.1007/s10585-012-9529-6

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