Skip to main content
Top
Published in: Targeted Oncology 5/2018

Open Access 01-10-2018 | Original Research Article

Everolimus Exposure and Early Metabolic Response as Predictors of Treatment Outcomes in Breast Cancer Patients Treated with Everolimus and Exemestane

Authors: Annelieke E. C. A. B. Willemsen, Lioe-Fee de Geus-Oei, Maaike de Boer, Jolien Tol, Yvonne Kamm, Paul C. de Jong, Marianne A. Jonker, Allert H. Vos, Willem Grootjans, Johannes W. B. de Groot, Sasja F. Mulder, Erik H. J. G. Aarntzen, Winald R. Gerritsen, Carla M. L. van Herpen, Nielka P. van Erp

Published in: Targeted Oncology | Issue 5/2018

Login to get access

Abstract

Background

Treating breast cancer patients with everolimus and exemestane can be challenging due to toxicity and suboptimal treatment responses.

Objective

We investigated whether everolimus exposure and early metabolic response are predictors for toxicity and effectiveness in these patients.

Patients and Methods

We performed pharmacokinetic assessments 14 and 35 days after starting treatment. [18F]fluorodeoxyglucose-positron emission tomography (18F-FDG-PET) was performed at baseline, and 14 and 35 days after the start of the therapy. We recorded toxicity, defined as dose interventions within 3 months, and progression-free survival (PFS).

Results

Among 44 evaluable patients, the geometric mean (GM) Ctrough was higher in patients with toxicity compared to patients without (17.4 versus 12.3 μg/L (p = 0.02)). The optimal cut-off value to predict toxicity was Ctrough > 19.2 μg/L. GM Ctrough of patients with and without progressive disease (PD) within 3 months was not significantly different (12.0 versus 15.2 μg/L (p = 0.118)). In 28 evaluable patients, PD within 3 months could best be predicted using the percentage decrease in peak standardized uptake value normalized by lean body mass of the lesion with highest FDG uptake (SULpeak high) at day 14. Patients with <11% versus >11% decrease in SULpeak high at day 14 had a median PFS of 90 days versus 411 days, respectively (p = 0.0013) and more frequently had PD within 3 months: 70 vs 11%, respectively.

Conclusions

Our results show that everolimus toxicity is related to everolimus Ctrough. No relation was observed between everolimus exposure and treatment effectiveness. An early FDG-PET can identify patients at high risk of nonresponse. These results warrant further validation. Clinicaltrials.​gov identifier: NCT01948960.
Appendix
Available only for authorised users
Literature
1.
go back to reference Baselga J, Campone M, Piccart M, Burris HA 3rd, Rugo HS, Sahmoud T, et al. Everolimus in postmenopausal hormone-receptor-positive advanced breast cancer. N Engl J Med. 2012;366(6):520–9.CrossRef Baselga J, Campone M, Piccart M, Burris HA 3rd, Rugo HS, Sahmoud T, et al. Everolimus in postmenopausal hormone-receptor-positive advanced breast cancer. N Engl J Med. 2012;366(6):520–9.CrossRef
2.
go back to reference Lousberg L, Jerusalem G. Safety, efficacy, and patient acceptability of everolimus in the treatment of breast Cancer. Breast Cancer. 2016;10:239–52. Lousberg L, Jerusalem G. Safety, efficacy, and patient acceptability of everolimus in the treatment of breast Cancer. Breast Cancer. 2016;10:239–52.
3.
go back to reference Li N, Hao Y, Xie J, Lin PL, Koo V, Ohashi E, et al. Effectiveness of verolimus versus endocrine monotherapy or chemotherapy among HR+/HER2- mBC patients with multiple metastatic sites. Clin Ther. 2016;38(4):905–17.CrossRef Li N, Hao Y, Xie J, Lin PL, Koo V, Ohashi E, et al. Effectiveness of verolimus versus endocrine monotherapy or chemotherapy among HR+/HER2- mBC patients with multiple metastatic sites. Clin Ther. 2016;38(4):905–17.CrossRef
4.
go back to reference Lin PL, Hao Y, Xie J, Li N, Ohashi E, Koo V, et al. Real-world effectiveness of everolimus-based therapy versus endocrine monotherapy and chemotherapy in patients of HR+/HER2- breast cancer with liver metastasis in the USA. Expert Opin Pharmacother. 2015;16(14):2101–11.CrossRef Lin PL, Hao Y, Xie J, Li N, Ohashi E, Koo V, et al. Real-world effectiveness of everolimus-based therapy versus endocrine monotherapy and chemotherapy in patients of HR+/HER2- breast cancer with liver metastasis in the USA. Expert Opin Pharmacother. 2015;16(14):2101–11.CrossRef
5.
go back to reference Yardley DA, Noguchi S, Pritchard KI, Burris HA 3rd, Baselga J, Gnant M, et al. Everolimus plus exemestane in postmenopausal patients with HR(+) breast cancer: BOLERO-2 final progression-free survival analysis. Adv Ther. 2013;30(10):870–84.CrossRef Yardley DA, Noguchi S, Pritchard KI, Burris HA 3rd, Baselga J, Gnant M, et al. Everolimus plus exemestane in postmenopausal patients with HR(+) breast cancer: BOLERO-2 final progression-free survival analysis. Adv Ther. 2013;30(10):870–84.CrossRef
6.
go back to reference Jerusalem G, Mariani G, Ciruelos EM, Martin M, Tjan-Heijnen VC, Neven P, et al. Safety of everolimus plus exemestane in patients with hormone-receptor-positive, HER2-negative locally advanced or metastatic breast cancer progressing on prior non-steroidal aromatase inhibitors: primary results of a phase IIIb, open-label, single-arm, expanded-access multicenter trial (BALLET). Ann Oncol. 2016;27(9):1719–25.CrossRef Jerusalem G, Mariani G, Ciruelos EM, Martin M, Tjan-Heijnen VC, Neven P, et al. Safety of everolimus plus exemestane in patients with hormone-receptor-positive, HER2-negative locally advanced or metastatic breast cancer progressing on prior non-steroidal aromatase inhibitors: primary results of a phase IIIb, open-label, single-arm, expanded-access multicenter trial (BALLET). Ann Oncol. 2016;27(9):1719–25.CrossRef
8.
go back to reference O'Donnell A, Faivre S, Burris HA 3rd, Rea D, Papadimitrakopoulou V, Shand N, et al. Phase I pharmacokinetic and pharmacodynamic study of the oral mammalian target of rapamycin inhibitor everolimus in patients with advanced solid tumors. J Clin Oncol. 2008;26(10):1588–95.CrossRef O'Donnell A, Faivre S, Burris HA 3rd, Rea D, Papadimitrakopoulou V, Shand N, et al. Phase I pharmacokinetic and pharmacodynamic study of the oral mammalian target of rapamycin inhibitor everolimus in patients with advanced solid tumors. J Clin Oncol. 2008;26(10):1588–95.CrossRef
9.
go back to reference Awada A, Cardoso F, Fontaine C, Dirix L, De Greve J, Sotiriou C, et al. The oral mTOR inhibitor RAD001 (everolimus) in combination with letrozole in patients with advanced breast cancer: results of a phase I study with pharmacokinetics. Eur J Cancer. 2008;44(1):84–91.CrossRef Awada A, Cardoso F, Fontaine C, Dirix L, De Greve J, Sotiriou C, et al. The oral mTOR inhibitor RAD001 (everolimus) in combination with letrozole in patients with advanced breast cancer: results of a phase I study with pharmacokinetics. Eur J Cancer. 2008;44(1):84–91.CrossRef
10.
go back to reference van Erp NP, van Herpen CM, de Wit D, Willemsen A, Burger DM, Huitema AD, et al. A semi-physiological population model to quantify the effect of hematocrit on Everolimus pharmacokinetics and pharmacodynamics in Cancer patients. Clin Pharmacokinet. 2016;55(11):1447–56.CrossRef van Erp NP, van Herpen CM, de Wit D, Willemsen A, Burger DM, Huitema AD, et al. A semi-physiological population model to quantify the effect of hematocrit on Everolimus pharmacokinetics and pharmacodynamics in Cancer patients. Clin Pharmacokinet. 2016;55(11):1447–56.CrossRef
11.
go back to reference Deppenweiler M, Falkowski S, Saint-Marcoux F, Monchaud C, Picard N, Laroche ML, et al. Towards therapeutic drug monitoring of everolimus in cancer? Results of an exploratory study of exposure-effect relationship. Pharmacol Res. 2017;121:138–44.CrossRef Deppenweiler M, Falkowski S, Saint-Marcoux F, Monchaud C, Picard N, Laroche ML, et al. Towards therapeutic drug monitoring of everolimus in cancer? Results of an exploratory study of exposure-effect relationship. Pharmacol Res. 2017;121:138–44.CrossRef
12.
go back to reference Ravaud A, Urva SR, Grosch K, Cheung WK, Anak O, Sellami DB. Relationship between everolimus exposure and safety and efficacy: meta-analysis of clinical trials in oncology. Eur J Cancer. 2014;50(3):486–95.CrossRef Ravaud A, Urva SR, Grosch K, Cheung WK, Anak O, Sellami DB. Relationship between everolimus exposure and safety and efficacy: meta-analysis of clinical trials in oncology. Eur J Cancer. 2014;50(3):486–95.CrossRef
13.
go back to reference Thiery-Vuillemin A, Mouillet G, Nguyen Tan Hon T, Montcuquet P, Maurina T, Almotlak H, et al. Impact of everolimus blood concentration on its anti-cancer activity in patients with metastatic renal cell carcinoma. Cancer Chemother Pharmacol. 2014;73(5):999–1007.CrossRef Thiery-Vuillemin A, Mouillet G, Nguyen Tan Hon T, Montcuquet P, Maurina T, Almotlak H, et al. Impact of everolimus blood concentration on its anti-cancer activity in patients with metastatic renal cell carcinoma. Cancer Chemother Pharmacol. 2014;73(5):999–1007.CrossRef
14.
go back to reference Verheijen RB, Yu H, Schellens JHM, Beijnen JH, Steeghs N, Huitema ADR. Practical recommendations for therapeutic drug monitoring of kinase inhibitors in oncology. Clin Pharmacol Ther. 2017;102(5):765–76.CrossRef Verheijen RB, Yu H, Schellens JHM, Beijnen JH, Steeghs N, Huitema ADR. Practical recommendations for therapeutic drug monitoring of kinase inhibitors in oncology. Clin Pharmacol Ther. 2017;102(5):765–76.CrossRef
15.
go back to reference Hunt CM, Watkins PB, Saenger P, Stave GM, Barlascini N, Watlington CO, et al. Heterogeneity of CYP3A isoforms metabolizing erythromycin and cortisol. Clin Pharmacol Ther. 1992;51(1):18–23.CrossRef Hunt CM, Watkins PB, Saenger P, Stave GM, Barlascini N, Watlington CO, et al. Heterogeneity of CYP3A isoforms metabolizing erythromycin and cortisol. Clin Pharmacol Ther. 1992;51(1):18–23.CrossRef
16.
go back to reference Blouin RA, Warren GW. Pharmacokinetic considerations in obesity. J Pharm Sci. 1999;88(1):1–7.CrossRef Blouin RA, Warren GW. Pharmacokinetic considerations in obesity. J Pharm Sci. 1999;88(1):1–7.CrossRef
17.
go back to reference Grassi M, Petraccia L, Mennuni G, Fontana M, Scarno A, Sabetta S, et al. Changes, functional disorders, and diseases in the gastrointestinal tract of elderly. Nutr Hosp. 2011;26(4):659–68.PubMed Grassi M, Petraccia L, Mennuni G, Fontana M, Scarno A, Sabetta S, et al. Changes, functional disorders, and diseases in the gastrointestinal tract of elderly. Nutr Hosp. 2011;26(4):659–68.PubMed
18.
go back to reference Schmucker DL. Liver function and phase I drug metabolism in the elderly: a paradox. Drugs Aging. 2001;18(11):837–51.CrossRef Schmucker DL. Liver function and phase I drug metabolism in the elderly: a paradox. Drugs Aging. 2001;18(11):837–51.CrossRef
19.
go back to reference Le Couteur DG, McLean AJ. The aging liver. Drug clearance and an oxygen diffusion barrier hypothesis. Clin Pharmacokinet. 1998;34(5):359–73. Le Couteur DG, McLean AJ. The aging liver. Drug clearance and an oxygen diffusion barrier hypothesis. Clin Pharmacokinet. 1998;34(5):359–73.
20.
go back to reference Hilmer SN, Shenfield GM, Le Couteur DG. Clinical implications of changes in hepatic drug metabolism in older people. Ther Clin Risk Manag. 2005;1(2):151–156.CrossRef Hilmer SN, Shenfield GM, Le Couteur DG. Clinical implications of changes in hepatic drug metabolism in older people. Ther Clin Risk Manag. 2005;1(2):151–156.CrossRef
21.
go back to reference Honer M, Ebenhan T, Allegrini PR, Ametamey SM, Becquet M, Cannet C, et al. Anti-Angiogenic/vascular effects of the mTOR inhibitor Everolimus are not detectable by FDG/FLT-PET. Transl Oncol. 2010;3(4):264–75.CrossRef Honer M, Ebenhan T, Allegrini PR, Ametamey SM, Becquet M, Cannet C, et al. Anti-Angiogenic/vascular effects of the mTOR inhibitor Everolimus are not detectable by FDG/FLT-PET. Transl Oncol. 2010;3(4):264–75.CrossRef
22.
go back to reference Nogova L, Boellaard R, Kobe C, Hoetjes N, Zander T, Gross SH, et al. Downregulation of 18F-FDG uptake in PET as an early pharmacodynamic effect in treatment of non-small cell lung cancer with the mTOR inhibitor everolimus. J Nucl Med. 2009;50(11):1815–9.CrossRef Nogova L, Boellaard R, Kobe C, Hoetjes N, Zander T, Gross SH, et al. Downregulation of 18F-FDG uptake in PET as an early pharmacodynamic effect in treatment of non-small cell lung cancer with the mTOR inhibitor everolimus. J Nucl Med. 2009;50(11):1815–9.CrossRef
23.
go back to reference Cejka D, Kuntner C, Preusser M, Fritzer-Szekeres M, Fueger BJ, Strommer S, et al. FDG uptake is a surrogate marker for defining the optimal biological dose of the mTOR inhibitor everolimus in vivo. Br J Cancer. 2009;100(11):1739–45.CrossRef Cejka D, Kuntner C, Preusser M, Fritzer-Szekeres M, Fueger BJ, Strommer S, et al. FDG uptake is a surrogate marker for defining the optimal biological dose of the mTOR inhibitor everolimus in vivo. Br J Cancer. 2009;100(11):1739–45.CrossRef
24.
go back to reference Wei LH, Su H, Hildebrandt IJ, Phelps ME, Czernin J, Weber WA. Changes in tumor metabolism as readout for mammalian target of rapamycin kinase inhibition by rapamycin in glioblastoma. Clin Cancer Res. 2008;14(11):3416–26.CrossRef Wei LH, Su H, Hildebrandt IJ, Phelps ME, Czernin J, Weber WA. Changes in tumor metabolism as readout for mammalian target of rapamycin kinase inhibition by rapamycin in glioblastoma. Clin Cancer Res. 2008;14(11):3416–26.CrossRef
25.
go back to reference Thomas GV, Tran C, Mellinghoff IK, Welsbie DS, Chan E, Fueger B, et al. Hypoxia-inducible factor determines sensitivity to inhibitors of mTOR in kidney cancer. Nat Med. 2006;12(1):122–7.CrossRef Thomas GV, Tran C, Mellinghoff IK, Welsbie DS, Chan E, Fueger B, et al. Hypoxia-inducible factor determines sensitivity to inhibitors of mTOR in kidney cancer. Nat Med. 2006;12(1):122–7.CrossRef
26.
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.CrossRef 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.CrossRef
27.
go back to reference Mortazavi-Jehanno N, Giraudet AL, Champion L, Lerebours F, Le Stanc E, Edeline V, et al. Assessment of response to endocrine therapy using FDG PET/CT in metastatic breast cancer: a pilot study. Eur J Nucl Med Mol Imaging. 2012;39(3):450–60.CrossRef Mortazavi-Jehanno N, Giraudet AL, Champion L, Lerebours F, Le Stanc E, Edeline V, et al. Assessment of response to endocrine therapy using FDG PET/CT in metastatic breast cancer: a pilot study. Eur J Nucl Med Mol Imaging. 2012;39(3):450–60.CrossRef
28.
go back to reference Dose Schwarz J, Bader M, Jenicke L, Hemminger G, Janicke F, Avril N. Early prediction of response to chemotherapy in metastatic breast cancer using sequential 18F-FDG PET. J Nucl Med. 2005;46(7):1144–50.PubMed Dose Schwarz J, Bader M, Jenicke L, Hemminger G, Janicke F, Avril N. Early prediction of response to chemotherapy in metastatic breast cancer using sequential 18F-FDG PET. J Nucl Med. 2005;46(7):1144–50.PubMed
29.
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(2):228–47.CrossRef 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(2):228–47.CrossRef
30.
go back to reference Janmahasatian S, Duffull SB, Ash S, Ward LC, Byrne NM, Green B. Quantification of lean bodyweight. Clin Pharmacokinet. 2005;44(10):1051–65.CrossRef Janmahasatian S, Duffull SB, Ash S, Ward LC, Byrne NM, Green B. Quantification of lean bodyweight. Clin Pharmacokinet. 2005;44(10):1051–65.CrossRef
31.
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.CrossRef 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.CrossRef
32.
go back to reference Fujii T, Yajima R, Kurozumi S, Higuchi T, Obayashi S, Tokiniwa H, et al. Clinical significance of 18F-FDG-PET in invasive lobular carcinoma. Anticancer Res. 2016;36(10):5481–5.CrossRef Fujii T, Yajima R, Kurozumi S, Higuchi T, Obayashi S, Tokiniwa H, et al. Clinical significance of 18F-FDG-PET in invasive lobular carcinoma. Anticancer Res. 2016;36(10):5481–5.CrossRef
33.
go back to reference Ciccarese M, Fabi A, Moscetti L, Cazzaniga ME, Petrucelli L, Forcignano R, et al. Dose intensity and efficacy of the combination of everolimus and exemestane (EVE/EXE) in a real-world population of hormone receptor-positive (ER+/PgR+), HER2-negative advanced breast cancer (ABC) patients: a multicenter Italian experience. Breast Cancer Res Treat. 2017;163(3):587–94.CrossRef Ciccarese M, Fabi A, Moscetti L, Cazzaniga ME, Petrucelli L, Forcignano R, et al. Dose intensity and efficacy of the combination of everolimus and exemestane (EVE/EXE) in a real-world population of hormone receptor-positive (ER+/PgR+), HER2-negative advanced breast cancer (ABC) patients: a multicenter Italian experience. Breast Cancer Res Treat. 2017;163(3):587–94.CrossRef
34.
go back to reference Pritchard KI, Burris HA 3rd, Ito Y, Rugo HS, Dakhil S, Hortobagyi GN, et al. Safety and efficacy of everolimus with exemestane vs. exemestane alone in elderly patients with HER2-negative, hormone receptor-positive breast cancer in BOLERO-2. Clin Breast Cancer. 2013;13(6):421–32 e8.CrossRef Pritchard KI, Burris HA 3rd, Ito Y, Rugo HS, Dakhil S, Hortobagyi GN, et al. Safety and efficacy of everolimus with exemestane vs. exemestane alone in elderly patients with HER2-negative, hormone receptor-positive breast cancer in BOLERO-2. Clin Breast Cancer. 2013;13(6):421–32 e8.CrossRef
35.
go back to reference Laborde L, Oz F, Ristov M, Guthy D, Sterker D, McSheehy P. Continuous low plasma concentrations of everolimus provides equivalent efficacy to oral daily dosing in mouse xenograft models of human cancer. Cancer Chemother Pharmacol. 2017;80(4):869–78.CrossRef Laborde L, Oz F, Ristov M, Guthy D, Sterker D, McSheehy P. Continuous low plasma concentrations of everolimus provides equivalent efficacy to oral daily dosing in mouse xenograft models of human cancer. Cancer Chemother Pharmacol. 2017;80(4):869–78.CrossRef
Metadata
Title
Everolimus Exposure and Early Metabolic Response as Predictors of Treatment Outcomes in Breast Cancer Patients Treated with Everolimus and Exemestane
Authors
Annelieke E. C. A. B. Willemsen
Lioe-Fee de Geus-Oei
Maaike de Boer
Jolien Tol
Yvonne Kamm
Paul C. de Jong
Marianne A. Jonker
Allert H. Vos
Willem Grootjans
Johannes W. B. de Groot
Sasja F. Mulder
Erik H. J. G. Aarntzen
Winald R. Gerritsen
Carla M. L. van Herpen
Nielka P. van Erp
Publication date
01-10-2018
Publisher
Springer International Publishing
Published in
Targeted Oncology / Issue 5/2018
Print ISSN: 1776-2596
Electronic ISSN: 1776-260X
DOI
https://doi.org/10.1007/s11523-018-0596-8

Other articles of this Issue 5/2018

Targeted Oncology 5/2018 Go to the issue
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