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Published in: BMC Cancer 1/2017

Open Access 01-12-2017 | Study protocol

Evaluation of treatment response and resistance in metastatic renal cell cancer (mRCC) using integrated 18F–Fluorodeoxyglucose (18F–FDG) positron emission tomography/magnetic resonance imaging (PET/MRI); The REMAP study

Authors: Christian Kelly-Morland, Sarah Rudman, Paul Nathan, Susan Mallett, Giovanni Montana, Gary Cook, Vicky Goh

Published in: BMC Cancer | Issue 1/2017

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Abstract

Background

Tyrosine kinase inhibitors are the first line standard of care for treatment of metastatic renal cell carcinoma (RCC). Accurate response assessment in the setting of antiangiogenic therapies remains suboptimal as standard size-related response criteria do not necessarily accurately reflect clinical benefit, as they may be less pronounced or occur later in therapy than devascularisation. The challenge for imaging is providing timely assessment of disease status allowing therapies to be tailored to ensure ongoing clinical benefit. We propose that combined assessment of morphological, physiological and metabolic imaging parameters using 18F–fluorodeoxyglucose positron emission tomography/magnetic resonance imaging (18F–FDG PET/MRI) will better reflect disease behaviour, improving assessment of response/non-response/relapse.

Methods/design

The REMAP study is a single-centre prospective observational study. Eligible patients with metastatic renal cell carcinoma, planned for systemic therapy, with at least 2 lesions will undergo an integrated 18F–FDG PET and MRI whole body imaging with diffusion weighted and contrast-enhanced multiphasic as well as standard anatomical MRI sequences at baseline, 12 weeks and 24 weeks of systemic therapy allowing 18F–FDG standardised uptake value (SUV), apparent diffusion co-efficient (ADC) and normalised signal intensity (SI) parameters to be obtained. Standard of care contrast-enhanced computed tomography CT scans will be performed at equivalent time-points. CT response categorisation will be performed using RECIST 1.1 and alternative (modified)Choi and MASS criteria. The reference standard for disease status will be by consensus panel taking into account clinical, biochemical and conventional imaging parameters. Intra- and inter-tumoural heterogeneity in vascular, diffusion and metabolic response/non-response will be assessed by image texture analysis. Imaging will also inform the development of computational methods for automated disease status categorisation.

Discussion

The REMAP study will demonstrate the ability of integrated 18F–FDG PET-MRI to provide a more personalised approach to therapy. We suggest that 18F–FDG PET/MRI will provide superior sensitivity and specificity in early response/non-response categorisation when compared to standard CT (using RECIST 1.1 and alternative (modified)Choi or MASS criteria) thus facilitating more timely and better informed treatment decisions.

Trial registration

The trial is approved by the Southeast London Research Ethics Committee reference 16/LO/1499 and registered on the NIHR clinical research network portfolio ISRCTN12114913.
Literature
3.
go back to reference Jonasch E, Gao J, Rathmell WK, “Renal cell carcinoma,” BMJ, vol. 349, no. 9669, p. g4797, 2014. Jonasch E, Gao J, Rathmell WK, “Renal cell carcinoma,” BMJ, vol. 349, no. 9669, p. g4797, 2014.
4.
go back to reference Raman R, Vaena D. Immunotherapy in metastatic renal cell carcinoma. Biomed Res Int. 2015:1–8. Raman R, Vaena D. Immunotherapy in metastatic renal cell carcinoma. Biomed Res Int. 2015:1–8.
5.
go back to reference Motzer RJ. New perspectives on the treatment of metastatic renal cell carcinoma: an introduction and historical overview. Oncologist. 2011;16(Suppl 2):1–3.CrossRefPubMedPubMedCentral Motzer RJ. New perspectives on the treatment of metastatic renal cell carcinoma: an introduction and historical overview. Oncologist. 2011;16(Suppl 2):1–3.CrossRefPubMedPubMedCentral
6.
go back to reference Motzer RJ, Hutson TE, Tomczak P, Michaelson MD, Bukowski RM, Rixe O, et al. “Sunitinib versus Interferon Alfa in Metastatic Renal-Cell Carcinoma,” N. Engl. J. Med., vol. 356 (2), 2007. Motzer RJ, Hutson TE, Tomczak P, Michaelson MD, Bukowski RM, Rixe O, et al. “Sunitinib versus Interferon Alfa in Metastatic Renal-Cell Carcinoma,” N. Engl. J. Med., vol. 356 (2), 2007.
7.
go back to reference Escudier B, Eisen T, Stadler WM, Szczylik C, Oudard S, Siebels M, et al. TARGET Study Group. Sorafenib in advanced clear-cell renal-cell carcinoma. N Engl J Med. 2007;356(2):125–34.CrossRefPubMed Escudier B, Eisen T, Stadler WM, Szczylik C, Oudard S, Siebels M, et al. TARGET Study Group. Sorafenib in advanced clear-cell renal-cell carcinoma. N Engl J Med. 2007;356(2):125–34.CrossRefPubMed
8.
go back to reference Motzer RJ, Hutson TE, Cella D, Reeves J, Hawkins R, Guo J, et al. Pazopanib versus sunitinib in metastatic renal-cell carcinoma. N Engl J Med. 2013;369(8):722–31.CrossRefPubMed Motzer RJ, Hutson TE, Cella D, Reeves J, Hawkins R, Guo J, et al. Pazopanib versus sunitinib in metastatic renal-cell carcinoma. N Engl J Med. 2013;369(8):722–31.CrossRefPubMed
9.
go back to reference Hudes M.R. G, Carducci M, Tomczak P, Dutcher J, Figlin R, Kapoor A, et al. “Temsirolimus, interferon alpha or both for advanced renal cell carcinoma” , vol. 356, pp. 2271–2281, 2007. Hudes M.R. G, Carducci M, Tomczak P, Dutcher J, Figlin R, Kapoor A, et al. “Temsirolimus, interferon alpha or both for advanced renal cell carcinoma” , vol. 356, pp. 2271–2281, 2007.
10.
go back to reference Escudier B, Pluzanska A, Koralewski P, Ravaud A, Bracarda S, Szczylik C, et al. Bevacizumab plus interferon alfa-2a for treatment of metastatic renal cell carcinoma: a randomised, double-blind phase III trial. Lancet. 2016;370(9605):2103–11.CrossRef Escudier B, Pluzanska A, Koralewski P, Ravaud A, Bracarda S, Szczylik C, et al. Bevacizumab plus interferon alfa-2a for treatment of metastatic renal cell carcinoma: a randomised, double-blind phase III trial. Lancet. 2016;370(9605):2103–11.CrossRef
11.
go back to reference Motzer RJ, Escudier B, Oudard S, Hutson TE, Porta C, Bracarda S, et al. Efficacy of everolimus in advanced renal cell carcinoma: a double-blind, randomised, placebo-controlled phase III trial. Lancet. 2008;372(9637):449–56.CrossRefPubMed Motzer RJ, Escudier B, Oudard S, Hutson TE, Porta C, Bracarda S, et al. Efficacy of everolimus in advanced renal cell carcinoma: a double-blind, randomised, placebo-controlled phase III trial. Lancet. 2008;372(9637):449–56.CrossRefPubMed
12.
go back to reference Sternberg CN, Davis ID, Mardiak J, Szczylik C, Lee E, Wagstaff J, et al. Pazopanib in locally advanced or metastatic renal cell carcinoma: results of a randomized phase III trial. J Clin Oncol. Feb. 2010;28(6):1061–8.CrossRefPubMed Sternberg CN, Davis ID, Mardiak J, Szczylik C, Lee E, Wagstaff J, et al. Pazopanib in locally advanced or metastatic renal cell carcinoma: results of a randomized phase III trial. J Clin Oncol. Feb. 2010;28(6):1061–8.CrossRefPubMed
13.
go back to reference Mattei J, Donalisio R, Silva D, Sehrt D, Molina WR, Kim FJ. Targeted therapy in metastatic renal carcinoma. Cancer Lett. 2014;343:156–60.CrossRefPubMed Mattei J, Donalisio R, Silva D, Sehrt D, Molina WR, Kim FJ. Targeted therapy in metastatic renal carcinoma. Cancer Lett. 2014;343:156–60.CrossRefPubMed
14.
go back to reference Motzer RJ, Escudier B, McDermott DF, George S, Hammers HJ, Srinivas S, et al. Nivolumab versus Everolimus in advanced renal-cell carcinoma. N Engl J Med. Nov. 2015;373(19):1803–13.CrossRefPubMed Motzer RJ, Escudier B, McDermott DF, George S, Hammers HJ, Srinivas S, et al. Nivolumab versus Everolimus in advanced renal-cell carcinoma. N Engl J Med. Nov. 2015;373(19):1803–13.CrossRefPubMed
15.
go back to reference Vasudev NS, Goh V, Juttla JK, Thompson VL, Larkin JMG, Gore M, et al. Changes in tumour vessel density upon treatment with anti-angiogenic agents: relationship with response and resistance to therapy. Br J Cancer. 2013;109(5):1230–42.CrossRefPubMedPubMedCentral Vasudev NS, Goh V, Juttla JK, Thompson VL, Larkin JMG, Gore M, et al. Changes in tumour vessel density upon treatment with anti-angiogenic agents: relationship with response and resistance to therapy. Br J Cancer. 2013;109(5):1230–42.CrossRefPubMedPubMedCentral
16.
go back to reference Eisenhauer EAA, Therasse P, Bogaerts J, Schwartz LHH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45(2):228–47.CrossRefPubMed Eisenhauer EAA, Therasse P, Bogaerts J, Schwartz LHH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45(2):228–47.CrossRefPubMed
17.
go back to reference Nathan PD, Vinayan A, Stott D, Juttla J, Goh V. CT response assessment combining reduction in both size and arterial phase density correlates with time to progression in metastatic renal cancer patients treated with targeted therapies. Cancer Biol. Ther. Jan. 2010;9(1):15–9.CrossRefPubMed Nathan PD, Vinayan A, Stott D, Juttla J, Goh V. CT response assessment combining reduction in both size and arterial phase density correlates with time to progression in metastatic renal cancer patients treated with targeted therapies. Cancer Biol. Ther. Jan. 2010;9(1):15–9.CrossRefPubMed
18.
go back to reference Hodi FS, Hwu W-J, Kefford R, Weber JS, Daud A, Hamid O, et al. Evaluation of immune-related response criteria and RECIST v1.1 in patients with advanced melanoma treated with Pembrolizumab. J Clin Oncol. May 2016;34(13):1510–7.CrossRefPubMedPubMedCentral Hodi FS, Hwu W-J, Kefford R, Weber JS, Daud A, Hamid O, et al. Evaluation of immune-related response criteria and RECIST v1.1 in patients with advanced melanoma treated with Pembrolizumab. J Clin Oncol. May 2016;34(13):1510–7.CrossRefPubMedPubMedCentral
19.
go back to reference V. L. Chiou and M. Burotto, “Pseudoprogression and immune-related response in solid tumors” Journal of Clinical Oncology. vol. 33, no. 31. American Society of Clinical Oncology, pp. 3541–3543, 01-Nov-2015. V. L. Chiou and M. Burotto, “Pseudoprogression and immune-related response in solid tumors” Journal of Clinical Oncology. vol. 33, no. 31. American Society of Clinical Oncology, pp. 3541–3543, 01-Nov-2015.
20.
go back to reference Wolchok JD, Hoos A, O’Day S, Weber JS, Hamid O, Lebbé C, et al. Guidelines for the evaluation of immune therapy activity in solid tumors: immune-related response criteria. Clin Cancer Res. Dec. 2009;15(23):7412–20.CrossRefPubMed Wolchok JD, Hoos A, O’Day S, Weber JS, Hamid O, Lebbé C, et al. Guidelines for the evaluation of immune therapy activity in solid tumors: immune-related response criteria. Clin Cancer Res. Dec. 2009;15(23):7412–20.CrossRefPubMed
21.
go back to reference F. S. Hodi, A. Ribas, A. Daud, O. Hamid, C. Robert, R. Kefford, et al. “Evaluation of immune-related response criteria (irRC) in patients (pts) with advanced melanoma (MEL) treated with the anti-PD-1 monoclonal antibody MK-3475” ASCO Meet. Abstr. vol. 32, no. 15_suppl. p. 3006-, 2014. F. S. Hodi, A. Ribas, A. Daud, O. Hamid, C. Robert, R. Kefford, et al. “Evaluation of immune-related response criteria (irRC) in patients (pts) with advanced melanoma (MEL) treated with the anti-PD-1 monoclonal antibody MK-3475” ASCO Meet. Abstr. vol. 32, no. 15_suppl. p. 3006-, 2014.
22.
go back to reference Choi H, Charnsangavej C, deCastro Faria S, Tamm EP, Benjamin RS, Johnson MM, et al. CT evaluation of the response of gastrointestinal stromal tumors after imatinib mesylate treatment: a quantitative analysis correlated with FDG PET findings. Am J Roentgenol. Dec. 2004;183(6):1619–28.CrossRef Choi H, Charnsangavej C, deCastro Faria S, Tamm EP, Benjamin RS, Johnson MM, et al. CT evaluation of the response of gastrointestinal stromal tumors after imatinib mesylate treatment: a quantitative analysis correlated with FDG PET findings. Am J Roentgenol. Dec. 2004;183(6):1619–28.CrossRef
23.
go back to reference Folio LR, Turkbey EB, Steinberg SM, Apolo AB. Viable tumor volume: volume of interest within segmented metastatic lesions, a pilot study of proposed computed tomography response criteria for urothelial cancer. Eur J Radiol. 2015;84(9):1708–14.CrossRefPubMedPubMedCentral Folio LR, Turkbey EB, Steinberg SM, Apolo AB. Viable tumor volume: volume of interest within segmented metastatic lesions, a pilot study of proposed computed tomography response criteria for urothelial cancer. Eur J Radiol. 2015;84(9):1708–14.CrossRefPubMedPubMedCentral
24.
go back to reference Kayani I, Avril N, Bomanji J, Chowdhury S, Rockall A, Sahdev A, et al. Sequential FDG-PET/CT as a biomarker of response to sunitinib in metastatic clear cell renal cancer. Clin Cancer Res. 2011;17(18):6021–8.CrossRefPubMed Kayani I, Avril N, Bomanji J, Chowdhury S, Rockall A, Sahdev A, et al. Sequential FDG-PET/CT as a biomarker of response to sunitinib in metastatic clear cell renal cancer. Clin Cancer Res. 2011;17(18):6021–8.CrossRefPubMed
25.
go back to reference Chen JL, Appelbaum DE, Kocherginsky M, Cowey CL, Rathmell WK, Mcdermott DF, et al. FDG-PET as a predictive biomarker for therapy with everolimus in metastatic renal cell cancer. Cancer Med. 2013;2(4):545–52.CrossRefPubMedPubMedCentral Chen JL, Appelbaum DE, Kocherginsky M, Cowey CL, Rathmell WK, Mcdermott DF, et al. FDG-PET as a predictive biomarker for therapy with everolimus in metastatic renal cell cancer. Cancer Med. 2013;2(4):545–52.CrossRefPubMedPubMedCentral
26.
go back to reference Revheim ME, Winge-Main AK, Hagen G, Fjeld JG, Fosså SD, Lilleby W. Combined positron emission tomography/computed tomography in sunitinib therapy assessment of patients with metastatic renal cell carcinoma. Clin Oncol (R Coll Radiol). Jun. 2011;23(5):339–43.CrossRef Revheim ME, Winge-Main AK, Hagen G, Fjeld JG, Fosså SD, Lilleby W. Combined positron emission tomography/computed tomography in sunitinib therapy assessment of patients with metastatic renal cell carcinoma. Clin Oncol (R Coll Radiol). Jun. 2011;23(5):339–43.CrossRef
27.
go back to reference Aide N, Cappele O, Bottet P, Bensadoun H, Regeasse A, Comoz F, et al. Efficiency of [18F]FDG PET in characterising renal cancer and detecting distant metastases: a comparison with CT. Eur J Nucl Med Mol Imaging. Sep. 2003;30(9):1236–45.CrossRefPubMed Aide N, Cappele O, Bottet P, Bensadoun H, Regeasse A, Comoz F, et al. Efficiency of [18F]FDG PET in characterising renal cancer and detecting distant metastases: a comparison with CT. Eur J Nucl Med Mol Imaging. Sep. 2003;30(9):1236–45.CrossRefPubMed
28.
go back to reference Majhail NS, Urbain J-L, Albani JM, Kanvinde MH, Rice TW, Novick AC, et al. F-18 Fluorodeoxyglucose positron emission tomography in the evaluation of distant metastases from renal cell carcinoma. J Clin Oncol. Sep. 2003;21(21):3995–4000.CrossRefPubMed Majhail NS, Urbain J-L, Albani JM, Kanvinde MH, Rice TW, Novick AC, et al. F-18 Fluorodeoxyglucose positron emission tomography in the evaluation of distant metastases from renal cell carcinoma. J Clin Oncol. Sep. 2003;21(21):3995–4000.CrossRefPubMed
29.
go back to reference Flaherty KT, Rosen MA, Heitjan DF, Gallagher ML, Schwartz B, Schnall MD, et al. Pilot study of DCE-MRI to predict progression-free survival with sorafenib therapy in renal cell carcinoma. Cancer Biol Ther. Apr. 2008;7(4):496–501.CrossRefPubMed Flaherty KT, Rosen MA, Heitjan DF, Gallagher ML, Schwartz B, Schnall MD, et al. Pilot study of DCE-MRI to predict progression-free survival with sorafenib therapy in renal cell carcinoma. Cancer Biol Ther. Apr. 2008;7(4):496–501.CrossRefPubMed
30.
go back to reference Hahn OM, Yang C, Medved M, Karczmar G, Kistner E, Karrison T, et al. Dynamic contrast-enhanced magnetic resonance imaging Pharmacodynamic biomarker study of Sorafenib in metastatic renal carcinoma. J Clin Oncol. Oct. 2008;26(28):4572–8.CrossRefPubMedPubMedCentral Hahn OM, Yang C, Medved M, Karczmar G, Kistner E, Karrison T, et al. Dynamic contrast-enhanced magnetic resonance imaging Pharmacodynamic biomarker study of Sorafenib in metastatic renal carcinoma. J Clin Oncol. Oct. 2008;26(28):4572–8.CrossRefPubMedPubMedCentral
31.
go back to reference Panebianco V, Iacovelli R, Barchetti F, Altavilla A, Forte V, Sciarra A, et al. Dynamic contrast-enhanced magnetic resonance imaging in the early evaluation of anti-angiogenic therapy in metastatic renal cell carcinoma. Anticancer Res. 2013;33(12):5663–6.PubMed Panebianco V, Iacovelli R, Barchetti F, Altavilla A, Forte V, Sciarra A, et al. Dynamic contrast-enhanced magnetic resonance imaging in the early evaluation of anti-angiogenic therapy in metastatic renal cell carcinoma. Anticancer Res. 2013;33(12):5663–6.PubMed
32.
go back to reference Taouli B, Thakur RK, Mannelli L, Babb JS, Kim S, Hecht EM, et al. Renal lesions: characterization with diffusion-weighted imaging versus contrast-enhanced MR imaging. Radiology. May 2009;251(2):398–407.CrossRefPubMed Taouli B, Thakur RK, Mannelli L, Babb JS, Kim S, Hecht EM, et al. Renal lesions: characterization with diffusion-weighted imaging versus contrast-enhanced MR imaging. Radiology. May 2009;251(2):398–407.CrossRefPubMed
33.
go back to reference Bharwani N, Miquel ME, Powles T, Dilks P, Shawyer A, Sahdev A, et al. Diffusion-weighted and multiphase contrast-enhanced MRI as surrogate markers of response to neoadjuvant sunitinib in metastatic renal cell carcinoma. Br J Cancer. Feb. 2014;110(3):616–24.CrossRefPubMed Bharwani N, Miquel ME, Powles T, Dilks P, Shawyer A, Sahdev A, et al. Diffusion-weighted and multiphase contrast-enhanced MRI as surrogate markers of response to neoadjuvant sunitinib in metastatic renal cell carcinoma. Br J Cancer. Feb. 2014;110(3):616–24.CrossRefPubMed
34.
go back to reference M. A. Rosen M. D. Schnall, “Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Assessing Tumor Vascularity and Vascular Effects of Targeted Therapies in Renal Cell Carcinoma” Clin. Cancer Res. vol. 13, no. 2, p. 770s–776s, Jan. 2007. M. A. Rosen M. D. Schnall, “Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Assessing Tumor Vascularity and Vascular Effects of Targeted Therapies in Renal Cell Carcinoma” Clin. Cancer Res. vol. 13, no. 2, p. 770s–776s, Jan. 2007.
35.
go back to reference Ueno D, Yao M, Tateishi U, Minamimoto R, Makiyama K, Hayashi N, et al. Early assessment by FDG-PET/CT of patients with advanced renal cell carcinoma treated with tyrosine kinase inhibitors is predictive of disease course. BMC Cancer. 2012;12:162.CrossRefPubMedPubMedCentral Ueno D, Yao M, Tateishi U, Minamimoto R, Makiyama K, Hayashi N, et al. Early assessment by FDG-PET/CT of patients with advanced renal cell carcinoma treated with tyrosine kinase inhibitors is predictive of disease course. BMC Cancer. 2012;12:162.CrossRefPubMedPubMedCentral
36.
go back to reference Minamimoto R, Nakaigawa N, Tateishi U, Suzuki A, Shizukuishi K, Kishida T, et al. Evaluation of response to Multikinase inhibitor in metastatic renal cell carcinoma by FDG PET/contrast-enhanced CT. Clin Nucl Med. Dec. 2010;35(12):918–23.CrossRefPubMed Minamimoto R, Nakaigawa N, Tateishi U, Suzuki A, Shizukuishi K, Kishida T, et al. Evaluation of response to Multikinase inhibitor in metastatic renal cell carcinoma by FDG PET/contrast-enhanced CT. Clin Nucl Med. Dec. 2010;35(12):918–23.CrossRefPubMed
37.
go back to reference Goh V, Ganeshan B, Nathan P, Juttla JK, Vinayan A, Miles KA. Assessment of response to tyrosine kinase inhibitors in metastatic renal cell cancer: CT texture as a predictive biomarker. Radiology. Oct. 2011;261(1):165–71.CrossRefPubMed Goh V, Ganeshan B, Nathan P, Juttla JK, Vinayan A, Miles KA. Assessment of response to tyrosine kinase inhibitors in metastatic renal cell cancer: CT texture as a predictive biomarker. Radiology. Oct. 2011;261(1):165–71.CrossRefPubMed
38.
go back to reference K. Yip, V. Goh, J. Gregory, I. Simcock, “The Acute Physiological Effects of the Vaso-Active Drug, L-NNA, a Nitric Oxide Synthase Inhibitor, on Renal and Tumour Perfusion in Human Subjects.” J. Cancer … vol. 2014, no. January, pp. 44–52, 2013. K. Yip, V. Goh, J. Gregory, I. Simcock, “The Acute Physiological Effects of the Vaso-Active Drug, L-NNA, a Nitric Oxide Synthase Inhibitor, on Renal and Tumour Perfusion in Human Subjects.” J. Cancer … vol. 2014, no. January, pp. 44–52, 2013.
39.
go back to reference Choi H, Charnsangavej C, Faria SC, Macapinlac HA, Burgess MA, Patel SR, et al. Correlation of computed tomography and positron emission tomography in patients with metastatic gastrointestinal stromal tumor treated at a single institution with imatinib mesylate: proposal of new computed tomography response criteria. J Clin Oncol. May 2007;25(13):1753–9.CrossRefPubMed Choi H, Charnsangavej C, Faria SC, Macapinlac HA, Burgess MA, Patel SR, et al. Correlation of computed tomography and positron emission tomography in patients with metastatic gastrointestinal stromal tumor treated at a single institution with imatinib mesylate: proposal of new computed tomography response criteria. J Clin Oncol. May 2007;25(13):1753–9.CrossRefPubMed
40.
go back to reference Smith AD, Shah SN, Rini BI, Lieber ML, Remer EM. Morphology, attenuation, size, and structure (MASS) criteria: Assessing response and predicting clinical outcome in metastatic renal cell carcinoma on antiangiogenic targeted therapy. Am J Roentgenol. 2010;194(6):1470–8.CrossRef Smith AD, Shah SN, Rini BI, Lieber ML, Remer EM. Morphology, attenuation, size, and structure (MASS) criteria: Assessing response and predicting clinical outcome in metastatic renal cell carcinoma on antiangiogenic targeted therapy. Am J Roentgenol. 2010;194(6):1470–8.CrossRef
41.
go back to reference Benjamin RS, Choi H, Macapinlac HA, Burgess MA, Patel SR, Chen LL, et al. We should desist using RECIST, at least in GIST. J Clin Oncol. May 2007;25(13):1760–4.CrossRefPubMed Benjamin RS, Choi H, Macapinlac HA, Burgess MA, Patel SR, Chen LL, et al. We should desist using RECIST, at least in GIST. J Clin Oncol. May 2007;25(13):1760–4.CrossRefPubMed
42.
go back to reference R. L. Wahl, H. Jacene, Y. Kasamon, M. A. Lodge, “From RECIST to PERCIST: Evolving Considerations for PET response criteria in solid tumors.” J. Nucl. Med. vol. 50 Suppl 1, no. 5, p. 122S–50S, May 2009. R. L. Wahl, H. Jacene, Y. Kasamon, M. A. Lodge, “From RECIST to PERCIST: Evolving Considerations for PET response criteria in solid tumors.” J. Nucl. Med. vol. 50 Suppl 1, no. 5, p. 122S–50S, May 2009.
43.
go back to reference Jain RK. Normalization of tumor vasculature: an emerging concept in antiangiogenic therapy. Science (80- ). 2005;307(5706):58–62.CrossRef Jain RK. Normalization of tumor vasculature: an emerging concept in antiangiogenic therapy. Science (80- ). 2005;307(5706):58–62.CrossRef
45.
go back to reference Caldarella C, Muoio B, Isgrò MA, Porfiri E, Treglia G, Giovanella L. The role of fluorine-18-fluorodeoxyglucose positron emission tomography in evaluating the response to tyrosine-kinase inhibitors in patients with metastatic primary renal cell carcinoma. Radiol Oncol. 2014;48(483):219–27.PubMedPubMedCentral Caldarella C, Muoio B, Isgrò MA, Porfiri E, Treglia G, Giovanella L. The role of fluorine-18-fluorodeoxyglucose positron emission tomography in evaluating the response to tyrosine-kinase inhibitors in patients with metastatic primary renal cell carcinoma. Radiol Oncol. 2014;48(483):219–27.PubMedPubMedCentral
46.
go back to reference Vercellino L, Bousquet G, Baillet G, Barré E, Mathieu O, Just P-A, et al. 18F-FDG PET/CT imaging for an early assessment of response to sunitinib in metastatic renal carcinoma: preliminary study. Cancer Biother Radiopharm. Feb. 2009;24(1):137–44.CrossRefPubMed Vercellino L, Bousquet G, Baillet G, Barré E, Mathieu O, Just P-A, et al. 18F-FDG PET/CT imaging for an early assessment of response to sunitinib in metastatic renal carcinoma: preliminary study. Cancer Biother Radiopharm. Feb. 2009;24(1):137–44.CrossRefPubMed
47.
go back to reference Horn KP, Yap JT, Agarwal N, Morton KA, Kadrmas DJ, Beardmore B, et al. FDG and FLT-PET for early measurement of response to 37.5 mg daily sunitinib therapy in metastatic renal cell carcinoma. Cancer Imaging. 2015;15:15.CrossRefPubMedPubMedCentral Horn KP, Yap JT, Agarwal N, Morton KA, Kadrmas DJ, Beardmore B, et al. FDG and FLT-PET for early measurement of response to 37.5 mg daily sunitinib therapy in metastatic renal cell carcinoma. Cancer Imaging. 2015;15:15.CrossRefPubMedPubMedCentral
48.
go back to reference Namura K, Minamimoto R, Yao M, Makiyama K, Murakami T, Sano F, Hayashi N, 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 vol. 10, no. 1, p. 667, 2010. Namura K, Minamimoto R, Yao M, Makiyama K, Murakami T, Sano F, Hayashi N, 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 vol. 10, no. 1, p. 667, 2010.
49.
go back to reference Goyal A, Sharma R, Bhalla AS, Gamanagatti S, Seth A, Iyer VK, et al. Diffusion-weighted MRI in renal cell carcinoma: a surrogate marker for predicting nuclear grade and histological subtype. Acta Radiol. 2012;53(3):349–58.CrossRefPubMed Goyal A, Sharma R, Bhalla AS, Gamanagatti S, Seth A, Iyer VK, et al. Diffusion-weighted MRI in renal cell carcinoma: a surrogate marker for predicting nuclear grade and histological subtype. Acta Radiol. 2012;53(3):349–58.CrossRefPubMed
50.
go back to reference Huang D, Ding Y, Zhou M, Rini BI, Petillo D, Qian CN, et al. Interleukin-8 mediates resistance to antiangiogenic agent sunitinib in renal cell carcinoma. Cancer Res. 2010;70(3):1063–71.CrossRefPubMedPubMedCentral Huang D, Ding Y, Zhou M, Rini BI, Petillo D, Qian CN, et al. Interleukin-8 mediates resistance to antiangiogenic agent sunitinib in renal cell carcinoma. Cancer Res. 2010;70(3):1063–71.CrossRefPubMedPubMedCentral
51.
go back to reference Pennacchietti S, Michieli P, Galluzzo M, Mazzone M, Giordano S, Comoglio PM. Hypoxia promotes invasive growth by transcriptional activation of the met protooncogene. Cancer Cell. 2003;3(4):347–61.CrossRefPubMed Pennacchietti S, Michieli P, Galluzzo M, Mazzone M, Giordano S, Comoglio PM. Hypoxia promotes invasive growth by transcriptional activation of the met protooncogene. Cancer Cell. 2003;3(4):347–61.CrossRefPubMed
Metadata
Title
Evaluation of treatment response and resistance in metastatic renal cell cancer (mRCC) using integrated 18F–Fluorodeoxyglucose (18F–FDG) positron emission tomography/magnetic resonance imaging (PET/MRI); The REMAP study
Authors
Christian Kelly-Morland
Sarah Rudman
Paul Nathan
Susan Mallett
Giovanni Montana
Gary Cook
Vicky Goh
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2017
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-017-3371-9

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Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine