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Published in: Annals of Nuclear Medicine 8/2013

01-10-2013 | Original Article

Prognostic implication of extrarenal metabolic tumor burden in advanced renal cell carcinoma treated with targeted therapy after nephrectomy

Authors: Hai-Jeon Yoon, Jin Chul Paeng, Cheol Kwak, Yong Hyun Park, Tae Min Kim, Se-Hoon Lee, June-Key Chung, E. Edmund Kim, Dong Soo Lee

Published in: Annals of Nuclear Medicine | Issue 8/2013

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Abstract

Objective

In the era of targeted therapy for advanced renal cell carcinoma (RCC), appropriate prognosis prediction is necessary for optimal therapy with or without cytoreductive surgery. We evaluated prognostic implication of extrarenal metabolic tumor burden in nephrectomized patients with advanced RCC.

Methods

Forty-four patients with advanced RCC who underwent 18F-fluorodeoxyglucose PET/CT were retrospectively enrolled. The patients were treated with nephrectomy and targeted therapy. On PET/CT image of each patient, maximal standardized uptake value (SUVmax) of lesions were measured, and metabolic tumor burden was measured as total lesion glycolysis (TLG) by multiplying tumor volume and mean SUV. An overall TLG was calculated as the sum of those of all lesions. The prognostic value of PET parameters (SUVmax and TLG), and established major clinical factors (serum hemoglobin and corrected calcium, and number of metastatic sites) were tested with regard to overall survival.

Results

Among 44 patients, 8 died during mean follow-up time of 21.9 ± 17.7 months. On FDG PET/CT, a total of 250 lesions were analyzed. In univariate analyses, SUVmax, TLG, number of metastatic sites, serum hemoglobin and corrected calcium were significant prognostic factors. Among them, TLG remained as an independent prognostic factor in a multivariate analysis (P = 0.038). In subgroup analyses, TLG was still a significant prognostic factor in patients treated with sunitinib only and in patients on the first staging as well as restaging.

Conclusions

Extrarenal metabolic tumor burden is a significant prognostic factor in advanced RCC patients treated with targeted therapy. In selection of candidates for cytoreductive surgery, the measurement of metabolic tumor burden may be effective.
Literature
1.
go back to reference Siegel R, Ward E, Brawley O, Jemal A. Cancer statistics, 2011: the impact of eliminating socioeconomic and racial disparities on premature cancer deaths. CA Cancer J Clin. 2011;61:212–36.PubMedCrossRef Siegel R, Ward E, Brawley O, Jemal A. Cancer statistics, 2011: the impact of eliminating socioeconomic and racial disparities on premature cancer deaths. CA Cancer J Clin. 2011;61:212–36.PubMedCrossRef
3.
go back to reference Pirrotta MT, Bernardeschi P, Fiorentini G. Targeted-therapy in advanced renal cell carcinoma. Curr Med Chem. 2011;18:1651–7.PubMedCrossRef Pirrotta MT, Bernardeschi P, Fiorentini G. Targeted-therapy in advanced renal cell carcinoma. Curr Med Chem. 2011;18:1651–7.PubMedCrossRef
4.
go back to reference Crispen PL, Blute ML. Role of cytoreductive nephrectomy in the era of targeted therapy for renal cell carcinoma. Curr Urol Rep. 2012;13:38–46.PubMedCrossRef Crispen PL, Blute ML. Role of cytoreductive nephrectomy in the era of targeted therapy for renal cell carcinoma. Curr Urol Rep. 2012;13:38–46.PubMedCrossRef
5.
go back to reference Choueiri TK, Xie W, Kollmannsberger C, North S, Knox JJ, Lampard JG, et al. The impact of cytoreductive nephrectomy on survival of patients with metastatic renal cell carcinoma receiving vascular endothelial growth factor targeted therapy. J Urol. 2011;185:60–6.PubMedCrossRef Choueiri TK, Xie W, Kollmannsberger C, North S, Knox JJ, Lampard JG, et al. The impact of cytoreductive nephrectomy on survival of patients with metastatic renal cell carcinoma receiving vascular endothelial growth factor targeted therapy. J Urol. 2011;185:60–6.PubMedCrossRef
6.
go back to reference Alt AL, Boorjian SA, Lohse CM, Costello BA, Leibovich BC, Blute ML. Survival after complete surgical resection of multiple metastases from renal cell carcinoma. Cancer. 2011;117:2873–82.PubMedCrossRef Alt AL, Boorjian SA, Lohse CM, Costello BA, Leibovich BC, Blute ML. Survival after complete surgical resection of multiple metastases from renal cell carcinoma. Cancer. 2011;117:2873–82.PubMedCrossRef
7.
go back to reference Barbastefano J, Garcia JA, Elson P, Wood LS, Lane BR, Dreicer R, et al. Association of percentage of tumour burden removed with debulking nephrectomy and progression-free survival in patients with metastatic renal cell carcinoma treated with vascular endothelial growth factor-targeted therapy. BJU Int. 2010;106:1266–9.PubMedCrossRef Barbastefano J, Garcia JA, Elson P, Wood LS, Lane BR, Dreicer R, et al. Association of percentage of tumour burden removed with debulking nephrectomy and progression-free survival in patients with metastatic renal cell carcinoma treated with vascular endothelial growth factor-targeted therapy. BJU Int. 2010;106:1266–9.PubMedCrossRef
8.
go back to reference Larson SM, Erdi Y, Akhurst T, Mazumdar M, Macapinlac HA, Finn RD, et al. Tumor treatment response based on visual and quantitative changes in global tumor glycolysis using PET-FDG imaging. The visual response score and the change in total lesion glycolysis. Clin Positron Imaging. 1999;2:159–71.PubMedCrossRef Larson SM, Erdi Y, Akhurst T, Mazumdar M, Macapinlac HA, Finn RD, et al. Tumor treatment response based on visual and quantitative changes in global tumor glycolysis using PET-FDG imaging. The visual response score and the change in total lesion glycolysis. Clin Positron Imaging. 1999;2:159–71.PubMedCrossRef
9.
go back to reference Wahl RL, Jacene H, Kasamon Y, Lodge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50(Suppl 1):122S–50S.PubMedCrossRef Wahl RL, Jacene H, Kasamon Y, Lodge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50(Suppl 1):122S–50S.PubMedCrossRef
10.
go back to reference Namura K, Minamimoto R, Yao M, Makiyama K, Murakami T, Sano F, et al. Impact of maximum standardized uptake value (SUVmax) evaluated by 18-Fluoro-2-deoxy-d-glucose positron emission tomography/computed tomography (18F-FDG-PET/CT) on survival for patients with advanced renal cell carcinoma: a preliminary report. BMC Cancer. 2010;10:667.PubMedCrossRef Namura K, Minamimoto R, Yao M, Makiyama K, Murakami T, Sano F, et al. Impact of maximum standardized uptake value (SUVmax) evaluated by 18-Fluoro-2-deoxy-d-glucose positron emission tomography/computed tomography (18F-FDG-PET/CT) on survival for patients with advanced renal cell carcinoma: a preliminary report. BMC Cancer. 2010;10:667.PubMedCrossRef
11.
go back to reference Orrell DH. Albumin as an aid to the interpretation of serum calcium. Clin Chim Acta. 1971;35:483–9.PubMedCrossRef Orrell DH. Albumin as an aid to the interpretation of serum calcium. Clin Chim Acta. 1971;35:483–9.PubMedCrossRef
12.
go back to reference Motzer RJ, Mazumdar M, Bacik J, Berg W, Amsterdam A, Ferrara J. Survival and prognostic stratification of 670 patients with advanced renal cell carcinoma. J Clin Oncol. 1999;17:2530–40.PubMed Motzer RJ, Mazumdar M, Bacik J, Berg W, Amsterdam A, Ferrara J. Survival and prognostic stratification of 670 patients with advanced renal cell carcinoma. J Clin Oncol. 1999;17:2530–40.PubMed
13.
go back to reference Motzer RJ, Bacik J, Schwartz LH, Reuter V, Russo P, Marion S, et al. Prognostic factors for survival in previously treated patients with metastatic renal cell carcinoma. J Clin Oncol. 2004;22:454–63.PubMedCrossRef Motzer RJ, Bacik J, Schwartz LH, Reuter V, Russo P, Marion S, et al. Prognostic factors for survival in previously treated patients with metastatic renal cell carcinoma. J Clin Oncol. 2004;22:454–63.PubMedCrossRef
15.
go back to reference Montie JE, Stewart BH, Straffon RA, Banowsky LH, Hewitt CB, Montague DK. The role of adjunctive nephrectomy in patients with metastatic renal cell carcinoma. J Urol. 1977;117:272–5.PubMed Montie JE, Stewart BH, Straffon RA, Banowsky LH, Hewitt CB, Montague DK. The role of adjunctive nephrectomy in patients with metastatic renal cell carcinoma. J Urol. 1977;117:272–5.PubMed
16.
go back to reference Flanigan RC, Mickisch G, Sylvester R, Tangen C, Van Poppel H, Crawford ED. Cytoreductive nephrectomy in patients with metastatic renal cancer: a combined analysis. J Urol. 2004;171:1071–6.PubMedCrossRef Flanigan RC, Mickisch G, Sylvester R, Tangen C, Van Poppel H, Crawford ED. Cytoreductive nephrectomy in patients with metastatic renal cancer: a combined analysis. J Urol. 2004;171:1071–6.PubMedCrossRef
17.
go back to reference Lara PN Jr, Tangen CM, Conlon SJ, Flanigan RC, Crawford ED. Predictors of survival of advanced renal cell carcinoma: long-term results from Southwest Oncology Group Trial S8949. J Urol. 2009;181:512–6.PubMedCrossRef Lara PN Jr, Tangen CM, Conlon SJ, Flanigan RC, Crawford ED. Predictors of survival of advanced renal cell carcinoma: long-term results from Southwest Oncology Group Trial S8949. J Urol. 2009;181:512–6.PubMedCrossRef
18.
go back to reference Kim BK, Kang WJ, Kim JK, Seong J, Park JY, Kim DY, et al. (18) F-fluorodeoxyglucose uptake on positron emission tomography as a prognostic predictor in locally advanced hepatocellular carcinoma. Cancer. 2011;117:4779–87.PubMedCrossRef Kim BK, Kang WJ, Kim JK, Seong J, Park JY, Kim DY, et al. (18) F-fluorodeoxyglucose uptake on positron emission tomography as a prognostic predictor in locally advanced hepatocellular carcinoma. Cancer. 2011;117:4779–87.PubMedCrossRef
19.
go back to reference Costelloe CM, Macapinlac HA, Madewell JE, Fitzgerald NE, Mawlawi OR, Rohren EM, et al. 18F-FDG PET/CT as an indicator of progression-free and overall survival in osteosarcoma. J Nucl Med. 2009;50:340–7.PubMedCrossRef Costelloe CM, Macapinlac HA, Madewell JE, Fitzgerald NE, Mawlawi OR, Rohren EM, et al. 18F-FDG PET/CT as an indicator of progression-free and overall survival in osteosarcoma. J Nucl Med. 2009;50:340–7.PubMedCrossRef
20.
go back to reference Chihara D, Oki Y, Onoda H, Taji H, Yamamoto K, Tamaki T, et al. High maximum standard uptake value (SUVmax) on PET scan is associated with shorter survival in patients with diffuse large B cell lymphoma. Int J Hematol. 2011;93:502–8.PubMedCrossRef Chihara D, Oki Y, Onoda H, Taji H, Yamamoto K, Tamaki T, et al. High maximum standard uptake value (SUVmax) on PET scan is associated with shorter survival in patients with diffuse large B cell lymphoma. Int J Hematol. 2011;93:502–8.PubMedCrossRef
21.
go back to reference Motzer RJ, Bukowski RM, Figlin RA, Hutson TE, Michaelson MD, Kim ST, et al. Prognostic nomogram for sunitinib in patients with metastatic renal cell carcinoma. Cancer. 2008;113:1552–8.PubMedCrossRef Motzer RJ, Bukowski RM, Figlin RA, Hutson TE, Michaelson MD, Kim ST, et al. Prognostic nomogram for sunitinib in patients with metastatic renal cell carcinoma. Cancer. 2008;113:1552–8.PubMedCrossRef
22.
go back to reference Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.PubMedCrossRef Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.PubMedCrossRef
23.
go back to reference Tateishi U, Gamez C, Dawood S, Yeung HW, Cristofanilli M, Macapinlac HA. Bone metastases in patients with metastatic breast cancer: morphologic and metabolic monitoring of response to systemic therapy with integrated PET/CT. Radiology. 2008;247:189–96.PubMedCrossRef Tateishi U, Gamez C, Dawood S, Yeung HW, Cristofanilli M, Macapinlac HA. Bone metastases in patients with metastatic breast cancer: morphologic and metabolic monitoring of response to systemic therapy with integrated PET/CT. Radiology. 2008;247:189–96.PubMedCrossRef
24.
go back to reference Benz MR, Allen-Auerbach MS, Eilber FC, Chen HJ, Dry S, Phelps ME, et al. Combined assessment of metabolic and volumetric changes for assessment of tumor response in patients with soft-tissue sarcomas. J Nucl Med. 2008;49:1579–84.PubMedCrossRef Benz MR, Allen-Auerbach MS, Eilber FC, Chen HJ, Dry S, Phelps ME, et al. Combined assessment of metabolic and volumetric changes for assessment of tumor response in patients with soft-tissue sarcomas. J Nucl Med. 2008;49:1579–84.PubMedCrossRef
25.
go back to reference Schwarz-Dose J, Untch M, Tiling R, Sassen S, Mahner S, Kahlert S, et al. Monitoring primary systemic therapy of large and locally advanced breast cancer by using sequential positron emission tomography imaging with [18F]fluorodeoxyglucose. J Clin Oncol. 2009;27:535–41.PubMedCrossRef Schwarz-Dose J, Untch M, Tiling R, Sassen S, Mahner S, Kahlert S, et al. Monitoring primary systemic therapy of large and locally advanced breast cancer by using sequential positron emission tomography imaging with [18F]fluorodeoxyglucose. J Clin Oncol. 2009;27:535–41.PubMedCrossRef
26.
go back to reference [26] Gilles R, de Geus-Oei LF, Mulders PF, Oyen WJ. Immunotherapy response evaluation with (18)F-FDG-PET in patients with advanced stage renal cell carcinoma. World J Urol 2011. [26] Gilles R, de Geus-Oei LF, Mulders PF, Oyen WJ. Immunotherapy response evaluation with (18)F-FDG-PET in patients with advanced stage renal cell carcinoma. World J Urol 2011.
27.
go back to reference Arslan N, Tuncel M, Kuzhan O, Alagoz E, Budakoglu B, Ozet A, et al. Evaluation of outcome prediction and disease extension by quantitative 2-deoxy-2-[18F] fluoro-D-glucose with positron emission tomography in patients with small cell lung cancer. Ann Nucl Med. 2011;25:406–13.PubMedCrossRef Arslan N, Tuncel M, Kuzhan O, Alagoz E, Budakoglu B, Ozet A, et al. Evaluation of outcome prediction and disease extension by quantitative 2-deoxy-2-[18F] fluoro-D-glucose with positron emission tomography in patients with small cell lung cancer. Ann Nucl Med. 2011;25:406–13.PubMedCrossRef
28.
go back to reference Lee HY, Hyun SH, Lee KS, Kim BT, Kim J, Shim YM, et al. Volume-based parameter of [18]F-FDG PET/CT in malignant pleural mesothelioma: prediction of therapeutic response and prognostic implications. Ann Surg Oncol. 2010;17:2787–94.PubMedCrossRef Lee HY, Hyun SH, Lee KS, Kim BT, Kim J, Shim YM, et al. Volume-based parameter of [18]F-FDG PET/CT in malignant pleural mesothelioma: prediction of therapeutic response and prognostic implications. Ann Surg Oncol. 2010;17:2787–94.PubMedCrossRef
29.
go back to reference Powles T, Chowdhury S, Jones R, Mantle M, Nathan P, Bex A, et al. Sunitinib and other targeted therapies for renal cell carcinoma. Br J Cancer. 2011;104:741–5.PubMedCrossRef Powles T, Chowdhury S, Jones R, Mantle M, Nathan P, Bex A, et al. Sunitinib and other targeted therapies for renal cell carcinoma. Br J Cancer. 2011;104:741–5.PubMedCrossRef
Metadata
Title
Prognostic implication of extrarenal metabolic tumor burden in advanced renal cell carcinoma treated with targeted therapy after nephrectomy
Authors
Hai-Jeon Yoon
Jin Chul Paeng
Cheol Kwak
Yong Hyun Park
Tae Min Kim
Se-Hoon Lee
June-Key Chung
E. Edmund Kim
Dong Soo Lee
Publication date
01-10-2013
Publisher
Springer Japan
Published in
Annals of Nuclear Medicine / Issue 8/2013
Print ISSN: 0914-7187
Electronic ISSN: 1864-6433
DOI
https://doi.org/10.1007/s12149-013-0742-4

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