1
|
Kim M, Ryu K, Kim H, Lee H, Lim J, Kim H, Chang MJ. Population pharmacokinetics of erlotinib in patients with non-small cell lung cancer (NSCLC): A model-based meta-analysis. Comput Biol Med 2025; 186:109682. [PMID: 39862467 DOI: 10.1016/j.compbiomed.2025.109682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 01/06/2025] [Accepted: 01/12/2025] [Indexed: 01/27/2025]
Abstract
BACKGROUND Erlotinib is a potent first-generation epidermal growth factor receptor tyrosine kinase inhibitor. Due to its proximity to the upper limit of tolerability, dose adjustments are often necessary to manage potential adverse reactions resulting from its pharmacokinetic (PK) variability. METHODS Population PK studies of erlotinib were identified using PubMed databases. Simulations of erlotinib concentrations were conducted at 4-h intervals, with covariate simulations based on patient characteristics. RESULTS Three studies were included in this analysis. The one-compartment model was determined to be the most suitable for describing the population PK of erlotinib. A decrease in clearance was observed with age, while an increase in clearance was noted in smoking patients. The volume of distribution was positively correlated with body weight. Our study proposes optimal dosing of erlotinib based on age and smoking status, categorizing the patient population into six groups. CONCLUSION This is the first report on a model-based meta-analysis approach to develop a population PK model of erlotinib in patients with non-small cell lung cancer. Our findings suggest that an increased dosage is appropriate for patients under 60 who smoke, whereas a reduced dosage is more suitable for non-smoking older patients.
Collapse
Affiliation(s)
- MinJung Kim
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul, 03760, Republic of Korea; Department of Pharmacy and Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Republic of Korea
| | - Kyongkuk Ryu
- Department of Pharmacy and Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Republic of Korea
| | - Heungjo Kim
- Department of Pharmacy and Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Republic of Korea; Department of Pharmaceutical Medicine and Regulatory Science, Yonsei University, Incheon, Republic of Korea
| | - Hongjae Lee
- Department of Pharmacy and Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Republic of Korea; Department of Pharmaceutical Medicine and Regulatory Science, Yonsei University, Incheon, Republic of Korea
| | - JiWoo Lim
- Department of Pharmacy and Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Republic of Korea; Department of Integrative Biotechnology, Yonsei University, Incheon, Republic of Korea
| | - HyeEun Kim
- Department of Pharmacy and Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Republic of Korea; Graduate Program of Industrial Pharmaceutical Science, Yonsei University, Incheon, Republic of Korea
| | - Min Jung Chang
- Department of Pharmacy and Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Republic of Korea; Department of Pharmaceutical Medicine and Regulatory Science, Yonsei University, Incheon, Republic of Korea; Graduate Program of Industrial Pharmaceutical Science, Yonsei University, Incheon, Republic of Korea; Department of Integrative Biotechnology, Yonsei University, Incheon, Republic of Korea.
| |
Collapse
|
2
|
BRAF gene as a potential target to attenuate drug resistance and treat cancer. GENE REPORTS 2023. [DOI: 10.1016/j.genrep.2023.101740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
|
3
|
Ortega-Muelas M, Roche O, Fernández-Aroca DM, Encinar JA, Albandea-Rodríguez D, Arconada-Luque E, Pascual-Serra R, Muñoz I, Sánchez-Pérez I, Belandia B, Ruiz-Hidalgo MJ, Sánchez-Prieto R. ERK5 signalling pathway is a novel target of sorafenib: Implication in EGF biology. J Cell Mol Med 2021; 25:10591-10603. [PMID: 34655447 PMCID: PMC8581332 DOI: 10.1111/jcmm.16990] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 09/10/2021] [Accepted: 09/30/2021] [Indexed: 12/16/2022] Open
Abstract
Sorafenib is a multikinase inhibitor widely used in cancer therapy with an antitumour effect related to biological processes as proliferation, migration or invasion, among others. Initially designed as a Raf inhibitor, Sorafenib was later shown to also block key molecules in tumour progression such as VEGFR and PDGFR. In addition, sorafenib has been connected with key signalling pathways in cancer such as EGFR/EGF. However, no definitive clue about the molecular mechanism linking sorafenib and EGF signalling pathway has been established so far. Our data in HeLa, U2OS, A549 and HEK293T cells, based on in silico, chemical and genetic approaches demonstrate that the MEK5/ERK5 signalling pathway is a novel target of sorafenib. In addition, our data show how sorafenib is able to block MEK5-dependent phosphorylation of ERK5 in the Ser218/Tyr220, affecting the transcriptional activation associated with ERK5. Moreover, we demonstrate that some of the effects of this kinase inhibitor onto EGF biological responses, such as progression through cell cycle or migration, are mediated through the effect exerted onto ERK5 signalling pathway. Therefore, our observations describe a novel target of sorafenib, the ERK5 signalling pathway, and establish new mechanistic insights for the antitumour effect of this multikinase inhibitor.
Collapse
Affiliation(s)
- Marta Ortega-Muelas
- Laboratorio de Oncología Molecular, Unidad de Medicina Molecular, Centro Regional de Investigaciones Biomédicas Universidad de Castilla-La Mancha, Unidad Asociada de Biomedicina UCLM, Unidad asociada al CSIC, Albacete, Spain
| | - Olga Roche
- Laboratorio de Oncología Molecular, Unidad de Medicina Molecular, Centro Regional de Investigaciones Biomédicas Universidad de Castilla-La Mancha, Unidad Asociada de Biomedicina UCLM, Unidad asociada al CSIC, Albacete, Spain.,Departamento de Ciencias Médicas, Facultad de Medicina, Universidad de Castilla-La Mancha, Albacete, Spain
| | - Diego M Fernández-Aroca
- Laboratorio de Oncología Molecular, Unidad de Medicina Molecular, Centro Regional de Investigaciones Biomédicas Universidad de Castilla-La Mancha, Unidad Asociada de Biomedicina UCLM, Unidad asociada al CSIC, Albacete, Spain
| | - José A Encinar
- Instituto de Investigación, Desarrollo e Innovación en Biotecnología de Elche (IDiBE) e Instituto de Biología Molecular y Celular (IBMC), Universidad Miguel Hernández (UMH), Elche, Spain
| | - David Albandea-Rodríguez
- Departamento de Biología del Cáncer, Instituto de Investigaciones Biomédicas 'Alberto Sols' (CSIC-UAM), Unidad asociada de Biomedicina UCLM, Unidad asociada al CSIC, Madrid, Spain
| | - Elena Arconada-Luque
- Laboratorio de Oncología Molecular, Unidad de Medicina Molecular, Centro Regional de Investigaciones Biomédicas Universidad de Castilla-La Mancha, Unidad Asociada de Biomedicina UCLM, Unidad asociada al CSIC, Albacete, Spain
| | - Raquel Pascual-Serra
- Laboratorio de Oncología Molecular, Unidad de Medicina Molecular, Centro Regional de Investigaciones Biomédicas Universidad de Castilla-La Mancha, Unidad Asociada de Biomedicina UCLM, Unidad asociada al CSIC, Albacete, Spain
| | - Ismael Muñoz
- Departamento de Biología del Cáncer, Instituto de Investigaciones Biomédicas 'Alberto Sols' (CSIC-UAM), Unidad asociada de Biomedicina UCLM, Unidad asociada al CSIC, Madrid, Spain
| | - Isabel Sánchez-Pérez
- Departamento de Bioquímica, Facultad de Medicina, Instituto de Investigaciones Biomédicas 'Alberto Sols' (CSIC-UAM), Unidad asociada de Biomedicina UCLM, Unidad asociada al CSIC, Madrid, Spain
| | - Borja Belandia
- Departamento de Biología del Cáncer, Instituto de Investigaciones Biomédicas 'Alberto Sols' (CSIC-UAM), Unidad asociada de Biomedicina UCLM, Unidad asociada al CSIC, Madrid, Spain
| | - María J Ruiz-Hidalgo
- Laboratorio de Oncología Molecular, Unidad de Medicina Molecular, Centro Regional de Investigaciones Biomédicas Universidad de Castilla-La Mancha, Unidad Asociada de Biomedicina UCLM, Unidad asociada al CSIC, Albacete, Spain.,Área de Bioquímica y Biología Molecular. Facultad de Medicina, Universidad de Castilla-La Mancha, Albacete, Spain
| | - Ricardo Sánchez-Prieto
- Laboratorio de Oncología Molecular, Unidad de Medicina Molecular, Centro Regional de Investigaciones Biomédicas Universidad de Castilla-La Mancha, Unidad Asociada de Biomedicina UCLM, Unidad asociada al CSIC, Albacete, Spain.,Departamento de Ciencias Médicas, Facultad de Medicina, Universidad de Castilla-La Mancha, Albacete, Spain.,Instituto de Investigaciones Biomédicas 'Alberto Sols', Consejo Superior de Investigaciones Científicas (IIBM-CSIC)-Universidad de Castilla-La Mancha (UCLM), Albacete, Spain
| |
Collapse
|
4
|
Prevalence of drug-drug interactions in sarcoma patients: key role of the pharmacist integration for toxicity risk management. Cancer Chemother Pharmacol 2021; 88:741-751. [PMID: 34304283 DOI: 10.1007/s00280-021-04311-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/04/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND The risk of drug-drug interactions (DDI) has become a major issue in cancer patients. However, data in sarcoma patients are scarce. We aimed to evaluate the frequency and the factors associated with DDI with antitumor treatments, and to evaluate the impact of a pharmacist evaluation before anticancer treatment. PATIENTS AND METHODS We performed a retrospective review of consecutive sarcoma patients starting chemotherapy (CT) or Tyrosine kinase inhibitor (TKI). A pharmacist performed medication reconciliation and established an early toxicity risk assessment. Potential DDI with antitumor drugs were identified using Micromedex electronic software. RESULTS One hundred and twenty-two soft-tissue and 80 bone sarcoma patients (103 males, median age 50 years,) were included before CT (86%) or TKI (14%). The median number of medications was 3; 34 patients (22% of patients with medication reconciliation) reported complementary medicine use. 37 potential DDI classified as major, were identified (12% of the 243 pre-therapeutic assessments). In multivariate analysis, TKI (p < 0.0001), proton pump inhibitor (p = 0.026) and antidepressant (p < 0.001) were identified as risk factors of DDI (p < 0.02). Only marital status (p = 0.003) was associated with complementary medicine use. A pharmacist performed 157 medication reconciliations and made 71 interventions among 59 patients (37%). In multivariate analysis, factors associated with pharmacist intervention were: complementary medicines (p = 0.004), drugs number (p = 0.005) and treatment with TKI (p = 0.0002) CONCLUSIONS: Clinical interventions on DDI are more frequently required among sarcoma patients treated with TKI than CT. Multidisciplinary risk assessment including a medication reconciliation by a pharmacist could be crucial to prevent DDI with TKI.
Collapse
|
5
|
Razak RA, Fletcher P, Kunene V, Ma YT. Association of Gastric Acid Suppression and Sorafenib Efficacy in Advanced Hepatocellular Carcinoma. J Clin Gastroenterol 2021; 55:169-173. [PMID: 32520885 DOI: 10.1097/mcg.0000000000001375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 05/11/2020] [Indexed: 12/10/2022]
Abstract
BACKGROUND Recent studies have revealed that coadministration of gastric acid suppressants reduces the efficacy of the tyrosine kinase inhibitors erlotinib and sunitinib in patients with non-small cell lung cancer and renal cell carcinoma, respectively. The authors have therefore assessed if the concurrent use of gastric acid suppressants and sorafenib impairs outcomes in patients with advanced hepatocellular carcinoma (HCC). METHODS A retrospective analysis was conducted on all patients treated with sorafenib for advanced HCC at a single tertiary referral unit in the United Kingdom, between January 2008 and January 2014. A multivariate Cox proportional hazard model was used to assess the effect of the concomitant use of gastric acid suppression and sorafenib on progression-free survival (PFS) and overall survival (OS). RESULTS Data were collected from 197 patients, of which 182 could be assessed for this study; 77 (42%) were on concurrent gastric acid suppression therapy. After adjusting for imbalances between the groups, a Cox regression analysis gave an adjusted hazard ratio for the concurrent acid suppression group compared with the no acid suppression group of 5.4 (95% confidence interval, 3.6-7.9) for PFS and 1.85 (95% confidence interval, 1.3-2.6) for OS. CONCLUSIONS This single-center experience shows that patients with advanced HCC taking sorafenib and concomitant gastric acid suppression therapy have significantly inferior PFS and OS. This is the first time that this negative interaction has been reported and further prospective validation is warranted.
Collapse
Affiliation(s)
| | | | - Victoria Kunene
- The Cancer Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Yuk Ting Ma
- Institute of Immunology and Immunotherapy, University of Birmingham
- The Cancer Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| |
Collapse
|
6
|
Honeywell RJ, Kathmann I, Giovannetti E, Tibaldi C, Smit EF, Rovithi MN, Verheul HM, Peters GJ. Epithelial Transfer of the Tyrosine Kinase Inhibitors Erlotinib, Gefitinib, Afatinib, Crizotinib, Sorafenib, Sunitinib, and Dasatinib: Implications for Clinical Resistance. Cancers (Basel) 2020; 12:cancers12113322. [PMID: 33182766 PMCID: PMC7696666 DOI: 10.3390/cancers12113322] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 11/07/2020] [Indexed: 12/19/2022] Open
Abstract
Simple Summary Tyrosine kinase inhibitors (TKIs) specifically inhibit phosphorylation of signaling pathways of cancer cells, thereby inhibiting their growth. They are characterized by a poor solubility and high protein binding, leading to a large variability in gut uptake after oral administration and variation in the clinical efficacy. We used the CaCo2 gut epithelial model to characterize the gut absorption of 7 TKIs and observed a large variation in apical/basolateral (mimicking gut/blood) transfer, with 4 TKIs showing a negative and 3 a neutral transfer. A highly negative transfer may lead to pharmacokinetic resistance. Intracellular uptake of TKIs was high for sunitinib and crizotinib, intermediate for gefitinib, dasatinib and sorafenib, low for afatinib and not detectable for erlotinib. These properties may explain a high red blood cell to plasma ratio for most TKIs investigated. Although TKIs are poorly absorbed the latter property may compensate for this. Abstract Background: tyrosine kinase inhibitors (TKIs) inhibit phosphorylation of signaling proteins. TKIs often show large variations in the clinic due to poor pharmacology, possibly leading to resistance. We compared gut absorption of inhibitors of epidermal growth factor receptor (erlotinib, gefitinib, and afatinib), ALK-cMET (crizotinib), PDGFR/BCR-Abl (dasatinib), and multikinase inhibitors (sunitinib and sorafenib). In clinical samples, we measured the disposition of each compound within various blood compartments. Methods: we used an optimized CaCo2 gut epithelial model to characterize 20 µM TKI absorption. The apical/basolateral transfer is considered to represent the gut/blood transfer. Drugs were measured using LC-MS/MS. Results: sorafenib and sunitinib showed the highest apical/basolateral transfer (Papp 14.1 and 7.7 × 10−6 cm/s, respectively), followed by dasatinib (3.4), afatinib (1.5), gefitinib (0.38), erlotinib (0.13), and crizotinib (n.d.). However, the net absorptions for dasatinib, afatinib, crizotinib, and erlotinib were highly negative (efflux ratios >5) or neutral/negative, sorafenib (0.86), gefitinib (1.0), and sunitinib (1.6). A high negative absorption may result in resistance because of a poor exposure of tissues to the drug. Accumulation of the TKIs at the end of the transfer period (A->B) was not detectable for erlotinib, very low for afatinib 0.45 pmol/μg protein), followed by gefitinib (0.79), dasatinib (1.1), sorafenib (1.65), and crizotinib (2.11), being highest for sunitinib (11.9). A similar pattern was found for accumulation of these drugs in other colon cell lines, WiDr and HT29. In clinical samples, drugs accumulated consistently in red blood cells; blood to plasma ratios were all >3 (sorafenib) or over 30 for erlotinib. Conclusions: TKIs are consistently poorly absorbed, but accumulation in red blood cells seems to compensate for this.
Collapse
Affiliation(s)
- Richard J. Honeywell
- Department of Medical Oncology, Amsterdam UMC, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands; (R.J.H.); (I.K.); (E.G.); (M.N.R.)
- Department of Pharmacy, Amsterdam UMC, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands
| | - Ietje Kathmann
- Department of Medical Oncology, Amsterdam UMC, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands; (R.J.H.); (I.K.); (E.G.); (M.N.R.)
| | - Elisa Giovannetti
- Department of Medical Oncology, Amsterdam UMC, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands; (R.J.H.); (I.K.); (E.G.); (M.N.R.)
- Cancer Pharmacology Lab, AIRC Start-Up Unit, Fondazione Pisana per la Scienza, 56017 Pisa, Italy
| | - Carmelo Tibaldi
- Division of Oncology, Department of Oncology, S. Luca Hospital, 55100 Lucca, Italy;
| | - Egbert F. Smit
- Department of Thoracic Oncology, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands;
| | - Maria N. Rovithi
- Department of Medical Oncology, Amsterdam UMC, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands; (R.J.H.); (I.K.); (E.G.); (M.N.R.)
| | - Henk M.W. Verheul
- Department of Medical Oncology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands;
| | - Godefridus J. Peters
- Department of Medical Oncology, Amsterdam UMC, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands; (R.J.H.); (I.K.); (E.G.); (M.N.R.)
- Department of Biochemistry, Medical University of Gdansk, 80-211 Gdansk, Poland
- Correspondence: ; Tel.: +31-20-444-2633
| |
Collapse
|
7
|
Wu CY, Ho HJ, Wu CY, Chen YJ, Lee TY, Hsu YC, Lin JT. Association between proton pump inhibitor use and mortality in patients with hepatocellular carcinoma receiving tyrosine kinase inhibitor. Gut 2020; 70:gutjnl-2020-321932. [PMID: 32907829 DOI: 10.1136/gutjnl-2020-321932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 08/23/2020] [Accepted: 08/24/2020] [Indexed: 12/08/2022]
Affiliation(s)
- Chun-Ying Wu
- Institute of Biomedical Informatics, School of Medicine, National Yang-Ming University, Taipei, Taiwan
- Division of Translational Research, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hsiu J Ho
- Institute of Biomedical Informatics, School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Chen-Yi Wu
- Institute of Public Health, National Yang-Ming University, Taipei, Taiwan
| | - Yi-Ju Chen
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Teng-Yu Lee
- Division of Gastroenterology & Hepatology, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Yao-Chun Hsu
- Division of Gastroenterology, E-Da Hospital, Yanchao, Kaohsiung, Taiwan
| | - Jaw-Town Lin
- Digestive Medicine Center, China Medical University, Taichung, Taiwan
| |
Collapse
|
8
|
Ruanglertboon W, Sorich MJ, Logan JM, Rowland A, Hopkins AM. The effect of proton pump inhibitors on survival outcomes in advanced hepatocellular carcinoma treated with sorafenib. J Cancer Res Clin Oncol 2020; 146:2693-2697. [PMID: 32449002 DOI: 10.1007/s00432-020-03261-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 05/14/2020] [Indexed: 01/07/2023]
Abstract
PURPOSE Sorafenib is an oral tyrosine kinase inhibitor (TKI) and first-line treatment option for advanced hepatocellular carcinoma (HCC). Preliminary evidence indicates proton pump inhibitors (PPI) may affect the absorption of TKIs through decreased gut dissolution. This study aims to evaluate the impact of PPI use on the survival outcomes of advanced HCC patients treated with sorafenib. METHODS The study was a secondary analysis of individual-participant data from the phase III clinical trial NCT00699374. Cox proportional hazard analysis was used to evaluate the association between baseline PPI use and survival outcomes. Overall survival (OS) was the primary outcome with progression-free survival (PFS) secondary. RESULTS In a cohort of 542 advanced HCC patients initiating sorafenib treatment, 122 were concomitantly using a PPI at baseline. No significant associations between baseline PPI use and OS were identified on univariable (HR [95% CI]; 1.01 [0.80-1.28], P = 0.93) and adjusted (1.10 [0.82-1.41], P = 0.62) analysis. Furthermore, no significant associations between baseline PPI use and PFS were identified on univariable (0.96 [0.76-1.21], P = 0.73) and adjusted (1.11 [0.86-1.44], P = 0.41) analysis. CONCLUSION In a large high-quality dataset, PPI use was not observed to compromise the survival outcomes of advanced HCC patients initiated on sorafenib.
Collapse
Affiliation(s)
- Warit Ruanglertboon
- Department of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, Australia.
| | - Michael J Sorich
- Department of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Jessica M Logan
- Mechanisms in Cell Biology and Disease Research Group, Clinical and Health Sciences, Cancer Research Institute, University of South Australia, Adelaide, Australia
| | - Andrew Rowland
- Department of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Ashley M Hopkins
- Department of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, Australia
| |
Collapse
|
9
|
Sorafenib administered using a high-dose, pulsatile regimen in patients with advanced solid malignancies: a phase I exposure escalation study. Cancer Chemother Pharmacol 2020; 85:931-940. [PMID: 32274565 PMCID: PMC7188706 DOI: 10.1007/s00280-020-04065-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 03/24/2020] [Indexed: 01/07/2023]
Abstract
Background (Pre)clinical evidence is accumulating that intermittent exposure to increased doses of protein kinase inhibitors may improve their treatment benefit. In this phase I trial, the safety of high-dose, pulsatile sorafenib was studied. Patients and methods High-dose sorafenib was administered once weekly in exposure escalation cohorts according to a 3 + 3 design. Drug monitoring was performed in weeks 1–3 and doses were adjusted to achieve a predefined target plasma area under the curve (AUC)(0–12 h). The effect of low gastric pH on improving sorafenib exposure was investigated by intake of the acidic beverage cola. Results Seventeen patients with advanced malignancies without standard treatment options were included. Once weekly, high-dose sorafenib exposure was escalated up to a target AUC(0–12 h) of 125–150 mg/L/h, achieving a twofold higher Cmax compared to standard continuous dosing. Dose-limiting toxicity was observed in three patients: grade 3 duodenal perforation (2800 mg sorafenib), grade 5 multiorgan failure (2800 mg sorafenib) and grade 5 biliary tract perforation (3600 mg sorafenib). The mean difference between observed and target AUC(0–12 h) was 45% (SD ± 56%) in week 1 using a fixed starting dose of sorafenib compared to 2% (SD ± 32%) in week 3 as a result of drug monitoring (P = 0.06). Dissolving sorafenib in cola, instead of water, did not improve sorafenib exposure. Clinical benefit with stable disease as the best response was observed in two patients. Conclusion Treatment with high-dose, once weekly sorafenib administration resulted in dose-limiting toxicity precluding dose escalation above the exposure cohort of 125–150 mg/L/h. Drug monitoring was a successful strategy to pursue a target exposure. Electronic supplementary material The online version of this article (10.1007/s00280-020-04065-5) contains supplementary material, which is available to authorized users.
Collapse
|
10
|
Labots M, Pham TV, Honeywell RJ, Knol JC, Beekhof R, de Goeij-de Haas R, Dekker H, Neerincx M, Piersma SR, van der Mijn JC, van der Peet DL, Meijerink MR, Peters GJ, van Grieken NC, Jiménez CR, Verheul HM. Kinase Inhibitor Treatment of Patients with Advanced Cancer Results in High Tumor Drug Concentrations and in Specific Alterations of the Tumor Phosphoproteome. Cancers (Basel) 2020; 12:cancers12020330. [PMID: 32024067 PMCID: PMC7072422 DOI: 10.3390/cancers12020330] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 01/20/2020] [Accepted: 01/29/2020] [Indexed: 12/22/2022] Open
Abstract
Identification of predictive biomarkers for targeted therapies requires information on drug exposure at the target site as well as its effect on the signaling context of a tumor. To obtain more insight in the clinical mechanism of action of protein kinase inhibitors (PKIs), we studied tumor drug concentrations of protein kinase inhibitors (PKIs) and their effect on the tyrosine-(pTyr)-phosphoproteome in patients with advanced cancer. Tumor biopsies were obtained from 31 patients with advanced cancer before and after 2 weeks of treatment with sorafenib (SOR), erlotinib (ERL), dasatinib (DAS), vemurafenib (VEM), sunitinib (SUN) or everolimus (EVE). Tumor concentrations were determined by LC-MS/MS. pTyr-phosphoproteomics was performed by pTyr-immunoprecipitation followed by LC-MS/MS. Median tumor concentrations were 2–10 µM for SOR, ERL, DAS, SUN, EVE and >1 mM for VEM. These were 2–178 × higher than median plasma concentrations. Unsupervised hierarchical clustering of pTyr-phosphopeptide intensities revealed patient-specific clustering of pre- and on-treatment profiles. Drug-specific alterations of peptide phosphorylation was demonstrated by marginal overlap of robustly up- and downregulated phosphopeptides. These findings demonstrate that tumor drug concentrations are higher than anticipated and result in drug specific alterations of the phosphoproteome. Further development of phosphoproteomics-based personalized medicine is warranted.
Collapse
Affiliation(s)
- Mariette Labots
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Thang V. Pham
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Richard J. Honeywell
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Jaco C. Knol
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Robin Beekhof
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Richard de Goeij-de Haas
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Henk Dekker
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Maarten Neerincx
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Sander R. Piersma
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Johannes C. van der Mijn
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Donald L. van der Peet
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands;
| | - Martijn R. Meijerink
- Department of Radiology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands;
| | - Godefridus J. Peters
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
| | - Nicole C.T. van Grieken
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands;
| | - Connie R. Jiménez
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (M.L.); (T.V.P.); (R.J.H.); (J.C.K.); (R.B.); (R.d.G.-d.H.); (H.D.); (M.N.); (S.R.P.); (J.C.v.d.M.); (G.J.P.)
- Correspondence: or (C.R.J.); (H.M.W.V.)
| | - Henk M.W. Verheul
- Department of Medical Oncology, RadboudUMC, Radboud University, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
- Correspondence: or (C.R.J.); (H.M.W.V.)
| |
Collapse
|
11
|
Rimassa L, Danesi R, Pressiani T, Merle P. Management of adverse events associated with tyrosine kinase inhibitors: Improving outcomes for patients with hepatocellular carcinoma. Cancer Treat Rev 2019; 77:20-28. [PMID: 31195212 DOI: 10.1016/j.ctrv.2019.05.004] [Citation(s) in RCA: 144] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 05/10/2019] [Accepted: 05/13/2019] [Indexed: 12/24/2022]
Abstract
Hepatocellular carcinoma (HCC) is the most common form of primary liver cancer. Sorafenib, regorafenib, lenvatinib and cabozantinib are tyrosine kinase inhibitors (TKIs) that target, in part, vascular endothelial growth factor receptors, and are approved in various regions of the world for the treatment of advanced HCC. All these agents are associated with a range of adverse events (AEs) that can have a substantial impact on patients' health-related quality of life. Fatigue, diarrhoea, hand-foot skin reaction, nausea, vomiting, decreased appetite, hypertension and weight loss are among the most common AEs experienced with these four TKIs. In this review, we discuss strategies for the management of these AEs in patients with advanced HCC, with the aim of maximizing treatment benefits and minimizing the need for TKI treatment discontinuation. We also consider potential TKI-drug interactions and discuss the use of TKIs in patients with liver dysfunction or who have experienced tumour recurrence after liver transplantation. Use of appropriate AE management strategies and avoidance of contraindicated drugs should help patients with advanced HCC to achieve optimal outcomes with TKIs.
Collapse
Affiliation(s)
- Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS, Via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Romano Danesi
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 67, Pisa, Italy
| | - Tiziana Pressiani
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS, Via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Philippe Merle
- Department of Hepatology, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Université Lyon 1, 103 Grande rue de la Croix Rousse, Lyon, France.
| |
Collapse
|
12
|
Del Re M, Rofi E, Restante G, Crucitta S, Arrigoni E, Fogli S, Di Maio M, Petrini I, Danesi R. Implications of KRAS mutations in acquired resistance to treatment in NSCLC. Oncotarget 2017; 9:6630-6643. [PMID: 29464099 PMCID: PMC5814239 DOI: 10.18632/oncotarget.23553] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 10/27/2017] [Indexed: 12/12/2022] Open
Abstract
Rationale KRAS is the most common and, simultaneously, the most ambiguous oncogene implicated in human cancer. Despite KRAS mutations were identified in Non Small Cell Lung Cancers (NSCLCs) more than 20 years ago, selective and specific inhibitors aimed at directly abrogating KRAS activity are not yet available. Nevertheless, many therapeutic approaches have been developed potentially useful to treat NSCLC patients mutated for KRAS and refractory to both standard chemotherapy and targeted therapies. The focus of this review will be to provide an overview of the network related to the intricate molecular KRAS pathways, stressing on preclinical and clinical studies that investigate the predictive value of KRAS mutations in NSCLC patients. Materials and Methods A bibliographic search of the Medline database was conducted for articles published in English, with the keywords KRAS, KRAS mutations in non-small cell lung cancer, KRAS and tumorigenesis, KRAS and TKIs, KRAS and chemotherapy, KRAS and monoclonal antibody, KRAS and immunotherapy, KRAS and drugs, KRAS and drug resistance.
Collapse
Affiliation(s)
- Marzia Del Re
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Eleonora Rofi
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Giuliana Restante
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Stefania Crucitta
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Elena Arrigoni
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Stefano Fogli
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Massimo Di Maio
- Department of Oncology, University of Turin, Ordine Mauriziano Hospital, Turin, Italy
| | - Iacopo Petrini
- General Pathology, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Romano Danesi
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| |
Collapse
|
13
|
Sorafenib and continued erlotinib or sorafenib alone in patients with advanced non-small cell lung cancer progressing on erlotinib: A randomized phase II study of the Sarah Cannon Research Institute (SCRI). Lung Cancer 2017; 113:79-84. [PMID: 29110854 DOI: 10.1016/j.lungcan.2017.09.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 09/12/2017] [Accepted: 09/13/2017] [Indexed: 11/20/2022]
Abstract
PURPOSE To evaluate the efficacy of erlotinib, continued after tumor progression, plus sorafenib versus sorafenib alone in patients with refractory metastatic non-small cell lung cancer (NSCLC) who previously benefitted from single-agent erlotinib. PATIENTS AND METHODS Patients with progressive refractory NSCLC who had previously benefitted from erlotinib (objective response or stable disease >8weeks) were randomized to receive treatment with either erlotinib and sorafenib (400mg orally twice daily) or sorafenib alone. Patients were evaluated for response every 8 weeks, and continued treatment until disease progression or intolerable toxicity. RESULTS Fifty-three patients were randomized (erlotinib/sorafenib, 25; sorafenib, 28) and 52 patients received study treatment. Patients in both groups received a median of 8weeks of treatment. The median PFS was 3.1months for erlotinib/sorafenib versus 1.7months for sorafenib alone; response rates were 8% and 4%, respectively. Both regimens were tolerable, but toxicity was more frequent with erlotinib/sorafenib. CONCLUSIONS These results do not suggest any benefit in continuing erlotinib after tumor progression in patients with refractory metastatic NSCLC. Both regimens tested had limited efficacy, consistent with results from other studies. ClinicalTrials.gov ID:NCT00609804.
Collapse
|
14
|
Lucas CJ, Martin JH. Pharmacokinetic-Guided Dosing of New Oral Cancer Agents. J Clin Pharmacol 2017; 57 Suppl 10:S78-S98. [DOI: 10.1002/jcph.937] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 04/10/2017] [Indexed: 12/12/2022]
Affiliation(s)
- Catherine J. Lucas
- Discipline of Clinical Pharmacology, School of Medicine and Public Health; University of Newcastle; New South Wales Australia
| | - Jennifer H. Martin
- Discipline of Clinical Pharmacology, School of Medicine and Public Health; University of Newcastle; New South Wales Australia
| |
Collapse
|
15
|
Covell DG. A data mining approach for identifying pathway-gene biomarkers for predicting clinical outcome: A case study of erlotinib and sorafenib. PLoS One 2017; 12:e0181991. [PMID: 28792525 PMCID: PMC5549706 DOI: 10.1371/journal.pone.0181991] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 07/10/2017] [Indexed: 12/28/2022] Open
Abstract
A novel data mining procedure is proposed for identifying potential pathway-gene biomarkers from preclinical drug sensitivity data for predicting clinical responses to erlotinib or sorafenib. The analysis applies linear ridge regression modeling to generate a small (N~1000) set of baseline gene expressions that jointly yield quality predictions of preclinical drug sensitivity data and clinical responses. Standard clustering of the pathway-gene combinations from gene set enrichment analysis of this initial gene set, according to their shared appearance in molecular function pathways, yields a reduced (N~300) set of potential pathway-gene biomarkers. A modified method for quantifying pathway fitness is used to determine smaller numbers of over and under expressed genes that correspond with favorable and unfavorable clinical responses. Detailed literature-based evidence is provided in support of the roles of these under and over expressed genes in compound efficacy. RandomForest analysis of potential pathway-gene biomarkers finds average treatment prediction errors of 10% and 22%, respectively, for patients receiving erlotinib or sorafenib that had a favorable clinical response. Higher errors were found for both compounds when predicting an unfavorable clinical response. Collectively these results suggest complementary roles for biomarker genes and biomarker pathways when predicting clinical responses from preclinical data.
Collapse
Affiliation(s)
- David G. Covell
- Information Technology Branch, Developmental Therapeutics Program, National Cancer Institute, Frederick, MD, United States of America
| |
Collapse
|
16
|
Lalani AKA, McKay RR, Lin X, Simantov R, Kaymakcalan MD, Choueiri TK. Proton Pump Inhibitors and Survival Outcomes in Patients With Metastatic Renal Cell Carcinoma. Clin Genitourin Cancer 2017. [PMID: 28645482 DOI: 10.1016/j.clgc.2017.05.019] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Proton pump inhibitors (PPIs) are potent inhibitors of gastric acid secretion and can affect the optimal absorption of concomitant oral medications, such as vascular endothelial growth factor (VEGF) tyrosine kinase inhibitors (TKIs). The purpose of this study was to investigate the effect of PPI use on survival in metastatic renal cell carcinoma (mRCC) patients treated in the targeted therapy era. MATERIALS AND METHODS We conducted a pooled analysis of mRCC patients treated in phase II and III clinical trials. Statistical analyses were performed using Cox regression adjusted for several risk factors and the Kaplan-Meier method. RESULTS We identified 2188 patients treated with sunitinib (n = 952), axitinib (n = 626) or sorafenib (n = 610), of whom 120 were PPI users. Overall, PPI users showed similar overall survival compared with non-PPI users (hazard ratio [HR], 1.051; 95% confidence interval [CI], 0.769-1.438; P = .754; median, 24.1 vs. 21.3 months). Similarly, progression-free survival (HR, 1.016; 95% CI, 0.793-1.301; P = .902; median, 5.5 vs. 8.0 months) and objective response rates (23.3% vs. 27.4%; P = .344) were not different between PPI users and nonusers. These findings were consistent across International mRCC Database Consortium risk groups and according to line of therapy. Adverse events were similar between PPI users and nonusers. CONCLUSION We showed that PPI use does not appear to negatively affect the efficacy and safety of select VEGF-TKIs in patients with mRCC. Documentation of concomitant medications and patient education on potential drug interactions are critical for optimizing the use of oral cancer-targeting therapy.
Collapse
Affiliation(s)
- Aly-Khan A Lalani
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Rana R McKay
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA; Division of Hematology/Oncology, Department of Medicine, University of California San Diego, Moores Cancer Center, La Jolla, CA
| | - Xun Lin
- Pfizer Oncology, Pfizer Inc, New York, NY
| | | | - Marina D Kaymakcalan
- Department of Pharmacy and Clinical Support, Dana-Farber Cancer Institute, Boston, MA
| | - Toni K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
| |
Collapse
|
17
|
Haga Y, Kanda T, Nakamura M, Nakamoto S, Sasaki R, Takahashi K, Wu S, Yokosuka O. Overexpression of c-Jun contributes to sorafenib resistance in human hepatoma cell lines. PLoS One 2017; 12:e0174153. [PMID: 28323861 PMCID: PMC5360329 DOI: 10.1371/journal.pone.0174153] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Accepted: 03/03/2017] [Indexed: 02/07/2023] Open
Abstract
Background Despite recent advances in treatment strategies, it is still difficult to cure patients with hepatocellular carcinoma (HCC). Sorafenib is the only approved multiple kinase inhibitor for systemic chemotherapy in patients with advanced HCC. The majority of advanced HCC patients are resistant to sorafenib. The mechanisms of sorafenib resistance are still unknown. Methods The expression of molecules involved in the mitogen-activated protein kinase (MAPK) signaling pathway in human hepatoma cell lines was examined in the presence or absence of sorafenib. Apoptosis of human hepatoma cells treated with sorafenib was investigated, and the expression of Jun proto-oncogene (c-Jun) was measured. Results The expression and phosphorylation of c-Jun were enhanced in human hepatoma cell lines after treatment with sorafenib. Inhibiting c-Jun enhanced sorafenib-induced apoptosis. The overexpression of c-Jun impaired sorafenib-induced apoptosis. The expression of osteopontin, one of the established AP-1 target genes, was enhanced after treatment with sorafenib in human hepatoma cell lines. Conclusions The protein c-Jun plays a role in sorafenib resistance in human hepatoma cell lines. The modulation and phosphorylation of c-Jun could be a new therapeutic option for enhancing responsiveness to sorafenib. Modulating c-Jun may be useful for certain HCC patients with sorafenib resistance.
Collapse
Affiliation(s)
- Yuki Haga
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
| | - Tatsuo Kanda
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
- * E-mail:
| | - Masato Nakamura
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
| | - Shingo Nakamoto
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
- Department of Molecular Virology, Chiba University, Graduate School of Medicine, Chiba, Japan
| | - Reina Sasaki
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
| | - Koji Takahashi
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
| | - Shuang Wu
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
| | - Osamu Yokosuka
- Department of Gastroenterology and Nephrology, Chiba University, Graduate School of Medicine, Chiba, Japan
| |
Collapse
|
18
|
Mattina J, Carlisle B, Hachem Y, Fergusson D, Kimmelman J. Inefficiencies and Patient Burdens in the Development of the Targeted Cancer Drug Sorafenib: A Systematic Review. PLoS Biol 2017; 15:e2000487. [PMID: 28158308 PMCID: PMC5291369 DOI: 10.1371/journal.pbio.2000487] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 01/06/2017] [Indexed: 02/06/2023] Open
Abstract
Failure in cancer drug development exacts heavy burdens on patients and research systems. To investigate inefficiencies and burdens in targeted drug development in cancer, we conducted a systematic review of all prelicensure trials for the anticancer drug, sorafenib (Bayer/Onyx Pharmaceuticals). We searched Embase and MEDLINE databases on October 14, 2014, for prelicensure clinical trials testing sorafenib against cancers. We measured risk by serious adverse event rates, benefit by objective response rates and survival, and trial success by prespecified primary endpoint attainment with acceptable toxicity. The first two clinically useful applications of sorafenib were discovered in the first 2 efficacy trials, after five drug-related deaths (4.6% of 108 total) and 93 total patient-years of involvement (2.4% of 3,928 total). Thereafter, sorafenib was tested in 26 indications and 67 drug combinations, leading to one additional licensure. Drug developers tested 5 indications in over 5 trials each, comprising 56 drug-related deaths (51.8% of 108 total) and 1,155 patient-years (29.4% of 3,928 total) of burden in unsuccessful attempts to discover utility against these malignancies. Overall, 32 Phase II trials (26% of Phase II activity) were duplicative, lacked appropriate follow-up, or were uninformative because of accrual failure, constituting 1,773 patients (15.6% of 11,355 total) participating in prelicensure sorafenib trials. The clinical utility of sorafenib was established early in development, with low burden on patients and resources. However, these early successes were followed by rapid and exhaustive testing against various malignancies and combination regimens, leading to excess patient burden. Our evaluation of sorafenib development suggests many opportunities for reducing costs and unnecessary patient burden in cancer drug development.
Collapse
Affiliation(s)
- James Mattina
- Studies of Translation, Ethics and Medicine (STREAM), Biomedical Ethics Unit, McGill University, Montréal, Quebec, Canada
| | - Benjamin Carlisle
- Studies of Translation, Ethics and Medicine (STREAM), Biomedical Ethics Unit, McGill University, Montréal, Quebec, Canada
| | - Yasmina Hachem
- Studies of Translation, Ethics and Medicine (STREAM), Biomedical Ethics Unit, McGill University, Montréal, Quebec, Canada
| | - Dean Fergusson
- Department of Clinical Epidemiology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Jonathan Kimmelman
- Studies of Translation, Ethics and Medicine (STREAM), Biomedical Ethics Unit, McGill University, Montréal, Quebec, Canada
- * E-mail:
| |
Collapse
|
19
|
Ju HQ, Zhan G, Huang A, Sun Y, Wen S, Yang J, Lu WH, Xu RH, Li J, Li Y, Garcia-Manero G, Huang P, Hu Y. ITD mutation in FLT3 tyrosine kinase promotes Warburg effect and renders therapeutic sensitivity to glycolytic inhibition. Leukemia 2017; 31:2143-2150. [PMID: 28194038 PMCID: PMC5629368 DOI: 10.1038/leu.2017.45] [Citation(s) in RCA: 91] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Revised: 10/17/2016] [Accepted: 01/13/2017] [Indexed: 12/17/2022]
Abstract
Internal tandem duplication (ITD) mutation in Fms-like tyrosine kinase 3 gene (FLT3/ITD) represents an unfavorable genetic change in acute myeloid leukemia (AML) and is associated with poor prognosis. Metabolic alterations have been involved in tumor progression and attracted interest as a target for therapeutic intervention. However, few studies analyzed the adaptations of cellular metabolism in the context of FLT3/ITD mutation. Here, we report that FLT3/ITD causes a significant increase in aerobic glycolysis through AKT-mediated upregulation of mitochondrial hexokinase (HK2), and renders the leukemia cells highly dependent on glycolysis and sensitive to pharmacological inhibition of glycolytic activity. Inhibition of glycolysis preferentially causes severe ATP depletion and massive cell death in FLT3/ITD leukemia cells. Glycolytic inhibitors significantly enhances the cytotoxicity induced by FLT3 tyrosine kinase inhibitor sorafenib. Importantly, such combination provides substantial therapeutic benefit in a murine model bearing FLT3/ITD leukemia. Our study suggests that FLT3/ITD mutation promotes Warburg effect, and such metabolic alteration can be exploited to develop effective therapeutic strategy for treatment of AML with FLT3/ITD mutation via metabolic intervention.
Collapse
Affiliation(s)
- H-Q Ju
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - G Zhan
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - A Huang
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - Y Sun
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - S Wen
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - J Yang
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - W-H Lu
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - R-H Xu
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - J Li
- Department of Hematology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Y Li
- Department of Hematology, The Second Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - G Garcia-Manero
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - P Huang
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China.,Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Y Hu
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| |
Collapse
|
20
|
Niu M, Hong D, Ma TC, Chen XW, Han JH, Sun J, Xu K. Short-term and long-term efficacy of 7 targeted therapies for the treatment of advanced hepatocellular carcinoma: a network meta-analysis: Efficacy of 7 targeted therapies for AHCC. Medicine (Baltimore) 2016; 95:e5591. [PMID: 27930578 PMCID: PMC5266050 DOI: 10.1097/md.0000000000005591] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2016] [Revised: 10/26/2016] [Accepted: 11/16/2016] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND A variety of targeted drug therapies in clinical trials have been proven to be effective for the treatment of hepatocellular carcinoma (HCC). Our study aims to compare the short-term and long-term efficacies of different targeted drugs in advanced hepatocellular carcinoma (AHCC) treatment using a network meta-analysis approach. METHODS PubMed, Embase, Ovid, EBSCO, and Cochrane central register of controlled trials were searched for randomized controlled trials (RCTs) of different targeted therapies implemented to patients with AHCC. And the retrieval resulted in 7 targeted drugs, namely, sorafenib, ramucirumab, everolimus, brivanib, tivantinib, sunitinib, and sorafenib+erlotinib. Direct and indirect evidence were combined to evaluate stable disease (SD), progressive disease (PD), complete response (CR), partial response (PR), disease control rate (DCR), overall response ratio (ORR), overall survival (OS), and surface under the cumulative ranking curve (SUCRA) of patients with AHCC. RESULTS A total of 11 RCTs were incorporated into our analysis, including 6594 patients with AHCC, among which 1619 patients received placebo treatment and 4975 cases had targeted therapies. The results revealed that in comparison with placebo, sorafenib, and ramucirumab displayed better short-term efficacy in terms of PR and ORR, and brivanib was better in ORR. Regarding long-term efficacy, sorafenib and sorafenib+erlotinib treatments exhibited longer OS. The data of cluster analysis showed that ramucirumab or sorafenib+erlotinib presented relatively better short-term efficacy for the treatment of AHCC. CONCLUSION This network meta-analysis shows that ramucirumab and sorafenib+erlotinib may be the better targeted drugs for AHCC patients, and sorafenib+erlotinib achieved a better long-term efficacy.
Collapse
|
21
|
Rovithi M, Lind JSW, Pham TV, Voortman J, Knol JC, Verheul HMW, Smit EF, Jimenez CR. Response and toxicity prediction by MALDI-TOF-MS serum peptide profiling in patients with non-small cell lung cancer. Proteomics Clin Appl 2016; 10:743-9. [DOI: 10.1002/prca.201600025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 02/29/2016] [Accepted: 03/29/2016] [Indexed: 01/31/2023]
Affiliation(s)
- Maria Rovithi
- Department of Medical Oncology; VU University Medical Center; Amsterdam The Netherlands
| | - Joline S. W. Lind
- Department of Pulmonary Diseases; VU University Medical Center; Amsterdam The Netherlands
| | - Thang V. Pham
- OncoProteomics Laboratory; Department of Medical Oncology; VU University Medical Center; Amsterdam The Netherlands
| | - Johannes Voortman
- Department of Medical Oncology; VU University Medical Center; Amsterdam The Netherlands
| | - Jaco C. Knol
- OncoProteomics Laboratory; Department of Medical Oncology; VU University Medical Center; Amsterdam The Netherlands
| | - Henk M. W. Verheul
- Department of Medical Oncology; VU University Medical Center; Amsterdam The Netherlands
| | - Egbert F. Smit
- Department of Pulmonary Diseases; VU University Medical Center; Amsterdam The Netherlands
| | - Connie R. Jimenez
- OncoProteomics Laboratory; Department of Medical Oncology; VU University Medical Center; Amsterdam The Netherlands
| |
Collapse
|
22
|
Willemsen AECAB, Lubberman FJE, Tol J, Gerritsen WR, van Herpen CML, van Erp NP. Effect of food and acid-reducing agents on the absorption of oral targeted therapies in solid tumors. Drug Discov Today 2016; 21:962-76. [PMID: 26995271 DOI: 10.1016/j.drudis.2016.03.002] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Revised: 02/17/2016] [Accepted: 03/04/2016] [Indexed: 11/28/2022]
Abstract
Oral targeted therapies represent an increasingly important group of drugs within modern oncology. With the shift from intravenously to orally administered drugs, drug absorption is a newly introduced factor in drug disposition. The process of absorption can have a large effect on inter- and intrasubject variability in drug exposure and thereby potentially treatment benefit or the severity of toxicities. The intake of oral targeted therapies with food and concomitant use of acid-reducing agents (ARAs) can significantly affect drug absorption. The size and direction of the effect of food and ARAs on drug absorption varies among drugs as a result of different chemical characteristics. Therefore, an awareness and understanding of these effects for each drug is essential to optimize patient outcomes.
Collapse
Affiliation(s)
- Annelieke E C A B Willemsen
- Radboud university medical center, Department of Medical Oncology, P.O. Box 9101, 6500, HB Nijmegen, The Netherlands.
| | - Floor J E Lubberman
- Radboud university medical center, Department of Pharmacy, P.O. Box 9101, 6500, HB Nijmegen, The Netherlands
| | - Jolien Tol
- Jeroen Bosch Hospital, Department of Medical Oncology, P.O. Box 90153, 5200 ME, 's-Hertogenbosch, The Netherlands
| | - Winald R Gerritsen
- Radboud university medical center, Department of Medical Oncology, P.O. Box 9101, 6500, HB Nijmegen, The Netherlands
| | - Carla M L van Herpen
- Radboud university medical center, Department of Medical Oncology, P.O. Box 9101, 6500, HB Nijmegen, The Netherlands
| | - Nielka P van Erp
- Radboud university medical center, Department of Pharmacy, P.O. Box 9101, 6500, HB Nijmegen, The Netherlands
| |
Collapse
|
23
|
Liu C, Chen Z, Chen Y, Lu J, Li Y, Wang S, Wu G, Qian F. Improving Oral Bioavailability of Sorafenib by Optimizing the "Spring" and "Parachute" Based on Molecular Interaction Mechanisms. Mol Pharm 2016; 13:599-608. [PMID: 26709621 DOI: 10.1021/acs.molpharmaceut.5b00837] [Citation(s) in RCA: 116] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Sorafenib is a clinically important oral tyrosine kinase inhibitor for the treatment of various cancers. However, the oral bioavailability of sorafenib tablet (Nexavar) is merely 38-49% relative to the oral solution, due to the low aqueous solubility of sorafenib and its relatively high daily dose. It is desirable to improve the oral bioavailability of sorafenib to expand the therapeutic window, reduce the drug resistance, and enhance patient compliance. In this study, we observed that the solubility of sorafenib could be increased ∼50-fold in the coexistence of poly(vinylpyrrolidone-vinyl acetate) (PVP-VA) and sodium lauryl sulfate (SLS), due to the formation of PVP-VA/SLS complexes at a lower critical aggregation concentration. The enhanced solubility provided a faster initial sorafenib dissolution rate, analogous to a forceful "spring" to release drug into solution, from tablets containing both PVP-VA and SLS. However, SLS appears to impair the ability of PVP-VA to act as an efficient "parachute" to keep the drug in solution and maintain drug supersaturation. Using 2D (1)H NMR, (13)C NMR, and FT-IR analysis, we concluded that the solubility enhancement and supersaturation of sorafenib were achieved by PVP-VA/SLS complexes and PVP-VA/sorafenib interaction, respectively, both through molecular interactions hinged on the PVP-VA VA groups. Therefore, a balance between "spring" and "parachute" must be carefully considered in formulation design. To confirm the in vivo relevance of these molecular interaction mechanisms, we prepared three tablet formulations containing PVP-VA alone, SLS alone, and PVP-VA/SLS in combination. The USP II in vitro dissolution and dog pharmacokinetic in vivo evaluation showed clear differentiation between these three formulations, and also good in vitro-in vivo correlation. The formulation containing PVP-VA alone demonstrated the best bioavailability with 1.85-fold and 1.79-fold increases in Cmax and AUC, respectively, compared with the formulation containing SLS only, the poorest performing one. Despite its forceful "spring", the formulation containing both PVP-VA and SLS showed a moderate bioavailability enhancement, due to the lack of an efficient "parachute".
Collapse
Affiliation(s)
- Chengyu Liu
- School of Pharmaceutical Sciences and Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University , Beijing 100084, China
| | - Zhen Chen
- School of Pharmaceutical Sciences and Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University , Beijing 100084, China
| | - Yuejie Chen
- School of Pharmaceutical Sciences and Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University , Beijing 100084, China
| | - Jia Lu
- College of Pharmaceutical Sciences, Soochow University , Suzhou 215006, China
| | - Yuan Li
- College of Pharmaceutical Sciences, Soochow University , Suzhou 215006, China
| | - Shujing Wang
- School of Pharmaceutical Sciences and Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University , Beijing 100084, China
| | - Guoliang Wu
- School of Pharmaceutical Sciences and Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University , Beijing 100084, China
| | - Feng Qian
- School of Pharmaceutical Sciences and Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University , Beijing 100084, China
| |
Collapse
|
24
|
Kanbayashi Y, Hosokawa T, Yasui K, Hongo F, Yamaguchi K, Moriguchi M, Miki T, Itoh Y. Predictive factors for sorafenib-induced hand–foot skin reaction using ordered logistic regression analysis. Am J Health Syst Pharm 2016; 73:e18-23. [DOI: 10.2146/ajhp150129] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Affiliation(s)
- Yuko Kanbayashi
- Department of Hospital Pharmacy and Pain Treatment and Palliative Care Unit, University Hospital
| | - Toyoshi Hosokawa
- Pain Treatment and Palliative Care Unit, University Hospital, and Professor, Department of Pain Management and Palliative Care Medicine, Graduate School of Medical Science (GSMS)
| | | | | | | | | | | | - Yoshito Itoh
- Departments of Gastroenterology and Hepatology and Urology, GSMS, Kyoto Prefectural University of Medicine, Kyoto, Japan
| |
Collapse
|
25
|
Pilotto S, Novello S, Peretti U, Kinspergher S, Ciuffreda L, Milella M, Carbognin L, Vavalà T, Ferrara R, Caccese M, Tortora G, Bria E. An overview of angiogenesis inhibitors in Phase II studies for non-small-cell lung cancer. Expert Opin Investig Drugs 2015; 24:1143-61. [DOI: 10.1517/13543784.2015.1056341] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
|
26
|
Cross-resistance to clinically used tyrosine kinase inhibitors sunitinib, sorafenib and pazopanib. Cell Oncol (Dordr) 2015; 38:119-29. [PMID: 25665527 PMCID: PMC4555235 DOI: 10.1007/s13402-015-0218-8] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2015] [Indexed: 01/24/2023] Open
Abstract
PURPOSE When during cancer treatment resistance to a tyrosine kinase inhibitor (TKI) occurs, switching to another TKI is often considered as a reasonable option. Previously, we reported that resistance to sunitinib may be caused by increased lysosomal sequestration, leading to increased intracellular lysosomal storage and, thereby, inactivity. Here, we studied the effect of several other TKIs on the development of (cross-) resistance. METHODS TKI resistance was induced by continuous exposure of cancer cell lines to increasing TKI concentrations for 3-4 months. (Cross-) resistance was evaluated using MTT cell proliferation assays. Intracellular TKI concentrations were measured using LC-MS/MS. Western blotting was used to detect lysosome-associated membrane protein-1 and -2 (LAMP1/2) expression. RESULTS The previously generated sunitinib-resistant (SUN) renal cancer cells (786-O) and colorectal cancer cells (HT-29) were found to be cross-resistant to pazopanib, erlotinib and lapatinib, but not sorafenib. Exposure of 786-O and HT-29 cells to sorafenib, pazopanib or erlotinib for 3-4 months induced drug resistance to pazopanib and erlotinib, but not sorafenib. Intracellular drug accumulation was found to be increased in pazopanib- and erlotinib-, but not in sorafenib-exposed cells. Lysosomal capacity, reflected by LAMP1/2 expression, was found to be increased in resistant cells and, in addition, to be transient. No cross-resistance to the mTOR inhibitor everolimus was detected. CONCLUSIONS Our data indicate that tumor cells can develop (cross-) resistance to TKIs, and that such resistance includes increased intracellular drug accumulation accompanied by increased lysosomal storage. Transient (cross-) resistance was found to occur for several of the TKIs tested, but not for everolimus, indicating that switching from a TKI to a mTOR inhibitor may be an attractive therapeutic option.
Collapse
|
27
|
|
28
|
Individualized dosing of tyrosine kinase inhibitors: are we there yet? Drug Discov Today 2015; 20:18-36. [DOI: 10.1016/j.drudis.2014.09.007] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 07/25/2014] [Accepted: 09/12/2014] [Indexed: 12/11/2022]
|
29
|
Wang Y, Qu X, Shen HC, Wang K, Liu Q, Du JJ. Predictive and Prognostic Biomarkers for Patients Treated with Anti-EGFR Agents in Lung Cancer: A Systemic Review and Meta-Analysis. Asian Pac J Cancer Prev 2015; 16:4759-68. [PMID: 26107237 DOI: 10.7314/apjcp.2015.16.11.4759] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Several studies have investigated predictive and prognostic biomarkers for patients treated with anti-epidermal growth factor receptor (EGFR) agents in lung cancer. However, the conclusion is controversial. MATERIALS AND METHODS A meta-analysis was conducted to evaluate the associations of mutant K-ras, PIK3CA and PTEN deficiency with the efficacy of anti-EGFR agents in lung cancer. The primary endpoint was objective response rate (ORR). The secondary endpoints were overall survival (OS) and progression-free survival (PFS). RESULTS A total of 61 studies were included in the final meta-analysis. The result showed that K-ras mutation was a good predictor for ORR (RR=0.42, 95%CI, 0.33-0.55, p=0.000) and an effective prognostic marker for OS (HR=1.37, 95%CI, 1.15-1.65, p=0.001) and PFS (HR=1.33, 95%CI, 1.05-1.69, p=0.019). However, PTEN deficiency or PIK3CA mutation did not show any significance predictive value for ORR (PTEN, RR=0.82, 95%CI, 0.56-1.19, p=0.286; PIK3CA, RR=1.08, 95%CI, 0.17-6.66, P=0.938). And PTEN deficiency or expression of PIK3CA did not show significance prognostic value for OS (PTEN, HR=0.88, 95%CI, 0.31-2.46,P=0.805; PIK3CA, HR=0.79, 95%CI: 0.23-2.68, P=0.706). CONCLUSIONS Our meta-analysis showed that K-ras mutation may be an effective predictor in lung cancer patients treated with anti-EGFR agents. Whereas, the predictive and prognostic value of PTEN deficiency and PIK3CA mutation need to be further investigated.
Collapse
Affiliation(s)
- Ying Wang
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Shandong University, Jinan, China E-mail : ;
| | | | | | | | | | | |
Collapse
|
30
|
Labots M, Schütte LM, van der Mijn JC, Pham TV, Jiménez CR, Verheul HMW. Mass spectrometry-based serum and plasma peptidome profiling for prediction of treatment outcome in patients with solid malignancies. Oncologist 2014; 19:1028-39. [PMID: 25187478 DOI: 10.1634/theoncologist.2014-0101] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Treatment selection tools are needed to enhance the efficacy of targeted treatment in patients with solid malignancies. Providing a readout of aberrant signaling pathways and proteolytic events, mass spectrometry-based (MS-based) peptidomics enables identification of predictive biomarkers, whereas the serum or plasma peptidome may provide easily accessible signatures associated with response to treatment. In this systematic review, we evaluate MS-based peptide profiling in blood for prompt clinical implementation. METHODS PubMed and Embase were searched for studies using a syntax based on the following hierarchy: (a) blood-based matrix-assisted or surface-enhanced laser desorption/ionization time-of-flight MS peptide profiling (b) in patients with solid malignancies (c) prior to initiation of any treatment modality, (d) with availability of outcome data. RESULTS Thirty-eight studies were eligible for review; the majority were performed in patients with non-small cell lung cancer (NSCLC). Median classification prediction accuracy was 80% (range: 66%-93%) in 11 models from 14 studies reporting an MS-based classification model. A pooled analysis of 9 NSCLC studies revealed clinically significant median progression-free survival in patients classified as "poor outcome" and "good outcome" of 2.0 ± 1.06 months and 4.6 ± 1.60 months, respectively; median overall survival was also clinically significant at 4.01 ± 1.60 months and 10.52 ± 3.49 months, respectively. CONCLUSION Pretreatment MS-based serum and plasma peptidomics have shown promising results for prediction of treatment outcome in patients with solid tumors. Limited sample sizes and absence of signature validation in many studies have prohibited clinical implementation thus far. Our pooled analysis and recent results from the PROSE study indicate that this profiling approach enables treatment selection, but additional prospective studies are warranted.
Collapse
Affiliation(s)
- Mariette Labots
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands
| | - Lisette M Schütte
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands
| | | | - Thang V Pham
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands
| | - Connie R Jiménez
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands
| | - Henk M W Verheul
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands
| |
Collapse
|
31
|
Wang WL, Tang ZH, Xie TT, Xiao BK, Zhang XY, Guo DH, Wang DX, Pei F, Si HY, Zhu M. Efficacy and Safety of Sorafenib for Advanced Non-Small Cell Lung Cancer: a Meta-analysis of Randomized Controlled Trials. Asian Pac J Cancer Prev 2014; 15:5691-6. [DOI: 10.7314/apjcp.2014.15.14.5691] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
|
32
|
de Mello RA, Madureira P, Carvalho LS, Araújo A, O'Brien M, Popat S. EGFR and KRAS mutations, and ALK fusions: current developments and personalized therapies for patients with advanced non-small-cell lung cancer. Pharmacogenomics 2014; 14:1765-77. [PMID: 24192124 DOI: 10.2217/pgs.13.177] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Personalized therapy has significantly developed in lung cancer treatment over recent years. VEGF and EGF play a major role in non-small-cell lung cancer (NSCLC) tumor angiogenesis and aggressiveness. EGFR mutation as well as KRAS and ALK rearrangements are important biomarkers in the field owing to potential targeted therapies involved in clinical practice: erlotinib, geftinib, cetuximab and crizotinib. More recently, regulation of tumor immunity through CTLA4 and PD1/L1 has emerged as a promising field in NSCLC management. This review will focus on the current and future biomarkers in the advanced NSCLC field and also address potential related targeted therapies for these patients.
Collapse
Affiliation(s)
- Ramon Andrade de Mello
- Department of Medical Oncology, Portuguese Oncology Institute, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal
| | | | | | | | | | | |
Collapse
|
33
|
de Bruin EC, Cowell C, Warne PH, Jiang M, Saunders RE, Melnick MA, Gettinger S, Walther Z, Wurtz A, Heynen GJ, Heideman DA, Gómez-Román J, García-Castaño A, Gong Y, Ladanyi M, Varmus H, Bernards R, Smit EF, Politi K, Downward J. Reduced NF1 expression confers resistance to EGFR inhibition in lung cancer. Cancer Discov 2014; 4:606-19. [PMID: 24535670 PMCID: PMC4011693 DOI: 10.1158/2159-8290.cd-13-0741] [Citation(s) in RCA: 157] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Activating mutations in the EGF receptor (EGFR) are associated with clinical responsiveness to EGFR tyrosine kinase inhibitors (TKI), such as erlotinib and gefitinib. However, resistance eventually arises, often due to a second EGFR mutation, most commonly T790M. Through a genome-wide siRNA screen in a human lung cancer cell line and analyses of murine mutant EGFR-driven lung adenocarcinomas, we found that erlotinib resistance was associated with reduced expression of neurofibromin, the RAS GTPase-activating protein encoded by the NF1 gene. Erlotinib failed to fully inhibit RAS-ERK signaling when neurofibromin levels were reduced. Treatment of neurofibromin-deficient lung cancers with a MAP-ERK kinase (MEK) inhibitor restored sensitivity to erlotinib. Low levels of NF1 expression were associated with primary and acquired resistance of lung adenocarcinomas to EGFR TKIs in patients. These findings identify a subgroup of patients with EGFR-mutant lung adenocarcinoma who might benefit from combination therapy with EGFR and MEK inhibitors.
Collapse
Affiliation(s)
- Elza C. de Bruin
- Signal Transduction, Cancer Research UK London Research Institute, 44 Lincoln’s Inn Fields, London WC2A 3LY, UK
| | - Catherine Cowell
- Signal Transduction, Cancer Research UK London Research Institute, 44 Lincoln’s Inn Fields, London WC2A 3LY, UK
| | - Patricia H. Warne
- Signal Transduction, Cancer Research UK London Research Institute, 44 Lincoln’s Inn Fields, London WC2A 3LY, UK
| | - Ming Jiang
- High Throughput Screening Laboratories, Cancer Research UK London Research Institute, 44 Lincoln’s Inn Fields, London WC2A 3LY, UK
| | - Rebecca E. Saunders
- High Throughput Screening Laboratories, Cancer Research UK London Research Institute, 44 Lincoln’s Inn Fields, London WC2A 3LY, UK
| | - Mary Ann Melnick
- Yale Cancer Center, Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
| | - Scott Gettinger
- Yale Cancer Center, Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
- Department of Medicine (Medical Oncology), Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
| | - Zenta Walther
- Yale Cancer Center, Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
- Department of Pathology, Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
| | - Anna Wurtz
- Yale Cancer Center, Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
| | - Guus J. Heynen
- Division of Molecular Carcinogenesis, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Daniëlle A.M. Heideman
- Department of Pathology, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands
| | - Javier Gómez-Román
- Pathology Service, Universitario Marques de Valdecilla, IFIMAV, Avda Valdecilla s/n, E39008 Santander, Spain
| | - Almudena García-Castaño
- Oncology Service, Hospital Universitario Marques de Valdecilla, IFIMAV, Avda Valdecilla s/n, E39008 Santander, Spain
| | - Yixuan Gong
- Dept of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Marc Ladanyi
- Dept of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Harold Varmus
- Cancer Genetics Branch, National Human Genome Research Institute, 50 South Drive, Bethesda, MD 20892, USA
| | - René Bernards
- Division of Molecular Carcinogenesis, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Egbert F. Smit
- Department of Pulmonary Diseases, VU University Medical Center, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands
| | - Katerina Politi
- Yale Cancer Center, Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
- Department of Medicine (Medical Oncology), Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
- Department of Pathology, Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, USA
| | - Julian Downward
- Signal Transduction, Cancer Research UK London Research Institute, 44 Lincoln’s Inn Fields, London WC2A 3LY, UK
- The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| |
Collapse
|
34
|
Guan Y, Meng J, Zhao H, Hu Y, Yan X, Zhao SH, Jiao SC. Fatal interstitial lung disease after addition of sorafenib to a patient with lung adenocarcinoma who had failed to improve with erlotinib alone. Case Rep Oncol 2014; 7:273-6. [PMID: 24926256 PMCID: PMC4036133 DOI: 10.1159/000362402] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Interstitial lung disease (ILD) induced by epidermal growth factor receptor tyrosine kinase inhibitors has been extensively documented with decreasing incidence after appropriate patient selection due to increasing awareness over the years. However, ILD induced by sorafenib was mentioned with lower frequency only in patients with hepatocellular and renal cell carcinoma living in Japan but not in patients with other carcinomas or living outside Japan, and it has been overlooked in clinical practice. In the present case, sorafenib was added to the treatment of a 60-year-old non-smoking patient with non-small cell lung cancer (NSCLC). After his failing to improve with erlotinib alone, erlotinib was continued to be given in combination with sorafenib as a salvage therapy. Although clinical signs of ILD were observed 2 weeks after the addition of sorafenib, the radiological diagnosis of ILD was only made 41 days after the initiation of the combination treatment, and the patient died 56 days after treatment onset. It was concluded that ILD was indeed induced by sorafenib. This is the first report of ILD induced by sorafenib in a patient with NSCLC living outside Japan. Oncologists should be aware of this fatal complication for its early detection in order to avoid a severe course of ILD leading to a decrease in the ILD mortality rate.
Collapse
Affiliation(s)
- Yin Guan
- Department of Medical Oncology, the Chinese PLA General Hospital, Beijing, China
| | - Jing Meng
- Department of Medical Oncology, the Chinese PLA General Hospital, Beijing, China
| | - Hong Zhao
- Department of Medical Oncology, the Chinese PLA General Hospital, Beijing, China ; Department of Medical Oncology, the Chinese PLA General Hospital (Hainan branch), Sanya, China
| | - Yi Hu
- Department of Medical Oncology, the Chinese PLA General Hospital, Beijing, China
| | - Xiang Yan
- Department of Medical Oncology, the Chinese PLA General Hospital, Beijing, China
| | - Shao-Hong Zhao
- Department of Radiology, the Chinese PLA General Hospital, Beijing, China
| | - Shun-Chang Jiao
- Department of Medical Oncology, the Chinese PLA General Hospital, Beijing, China
| |
Collapse
|
35
|
Duran JM, Makarewich CA, Trappanese D, Gross P, Husain S, Dunn J, Lal H, Sharp TE, Starosta T, Vagnozzi RJ, Berretta RM, Barbe M, Yu D, Gao E, Kubo H, Force T, Houser SR. Sorafenib cardiotoxicity increases mortality after myocardial infarction. Circ Res 2014; 114:1700-1712. [PMID: 24718482 DOI: 10.1161/circresaha.114.303200] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
RATIONALE Sorafenib is an effective treatment for renal cell carcinoma, but recent clinical reports have documented its cardiotoxicity through an unknown mechanism. OBJECTIVE Determining the mechanism of sorafenib-mediated cardiotoxicity. METHODS AND RESULTS Mice treated with sorafenib or vehicle for 3 weeks underwent induced myocardial infarction (MI) after 1 week of treatment. Sorafenib markedly decreased 2-week survival relative to vehicle-treated controls, but echocardiography at 1 and 2 weeks post MI detected no differences in cardiac function. Sorafenib-treated hearts had significantly smaller diastolic and systolic volumes and reduced heart weights. High doses of sorafenib induced necrotic death of isolated myocytes in vitro, but lower doses did not induce myocyte death or affect inotropy. Histological analysis documented increased myocyte cross-sectional area despite smaller heart sizes after sorafenib treatment, further suggesting myocyte loss. Sorafenib caused apoptotic cell death of cardiac- and bone-derived c-kit+ stem cells in vitro and decreased the number of BrdU+ (5-bromo-2'-deoxyuridine+) myocytes detected at the infarct border zone in fixed tissues. Sorafenib had no effect on infarct size, fibrosis, or post-MI neovascularization. When sorafenib-treated animals received metoprolol treatment post MI, the sorafenib-induced increase in post-MI mortality was eliminated, cardiac function was improved, and myocyte loss was ameliorated. CONCLUSIONS Sorafenib cardiotoxicity results from myocyte necrosis rather than from any direct effect on myocyte function. Surviving myocytes undergo pathological hypertrophy. Inhibition of c-kit+ stem cell proliferation by inducing apoptosis exacerbates damage by decreasing endogenous cardiac repair. In the setting of MI, which also causes large-scale cell loss, sorafenib cardiotoxicity dramatically increases mortality.
Collapse
Affiliation(s)
- Jason M Duran
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | | | - Danielle Trappanese
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Polina Gross
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Sharmeen Husain
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Jonathan Dunn
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Hind Lal
- Center for Translational Medicine, Temple University School of Medicine, Philadelphia, PA
| | - Thomas E Sharp
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Timothy Starosta
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Ronald J Vagnozzi
- Center for Translational Medicine, Temple University School of Medicine, Philadelphia, PA
| | - Remus M Berretta
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Mary Barbe
- Department of Anatomy and Cell Biology, Temple University School of Medicine, Philadelphia, PA
| | - Daohai Yu
- Center for Translational Medicine, Temple University School of Medicine, Philadelphia, PA
| | - Erhe Gao
- Center for Translational Medicine, Temple University School of Medicine, Philadelphia, PA
| | - Hajime Kubo
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| | - Thomas Force
- Center for Translational Medicine, Temple University School of Medicine, Philadelphia, PA
| | - Steven R Houser
- Cardiovascular Research Center, Temple University School of Medicine, Philadelphia, PA
| |
Collapse
|
36
|
Heymach JV, Cascone T. Tumor Microenvironment, Angiogenesis Biology, and Targeted Therapy. Lung Cancer 2014. [DOI: 10.1002/9781118468791.ch33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
37
|
Wang ZX, Sun J, Howell CE, Zhou QY, He ZX, Yang T, Chew H, Duan W, Zhou ZW, Kanwar JR, Zhou SF. Prediction of the likelihood of drug interactions with kinase inhibitors based on in vitro and computational studies. Fundam Clin Pharmacol 2014; 28:551-82. [DOI: 10.1111/fcp.12069] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 02/17/2014] [Indexed: 11/27/2022]
Affiliation(s)
- Zhi-Xin Wang
- Department of Pharmaceutical Sciences; College of Pharmacy; University of South Florida; Tampa FL 33612 USA
| | - Jiazhi Sun
- Department of Pharmaceutical Sciences; College of Pharmacy; University of South Florida; Tampa FL 33612 USA
| | - Caitlin E. Howell
- Department of Pharmaceutical Sciences; College of Pharmacy; University of South Florida; Tampa FL 33612 USA
| | - Qing-Yu Zhou
- Department of Pharmaceutical Sciences; College of Pharmacy; University of South Florida; Tampa FL 33612 USA
| | - Zhi-Xu He
- Guizhou Provincial Key Lab for Regenerative Medicine; Stem Cell and Tissue Engineering Research Center & Sino-US Joint Laboratory for Medical Sciences; Guiyang Medical University; Guiyang 550004 Guizhou China
| | - Tianxin Yang
- Department of Internal Medicine; University of Utah and Salt Lake Veterans Affairs Medical Center; Salt Lake City UT 84132 USA
| | - Helen Chew
- Department of Pharmaceutical Sciences; College of Pharmacy; University of South Florida; Tampa FL 33612 USA
| | - Wei Duan
- School of Medicine; Deakin University; Waurn Ponds Victoria 3217 Australia
| | - Zhi-Wei Zhou
- Department of Pharmaceutical Sciences; College of Pharmacy; University of South Florida; Tampa FL 33612 USA
| | - Jagat R. Kanwar
- Nanomedicine Laboratory of Immunology and Molecular Biomedical Research (LIMBR); School of Medicine; Deakin University; Waurn Ponds Victoria 3217 Australia
| | - Shu-Feng Zhou
- Department of Pharmaceutical Sciences; College of Pharmacy; University of South Florida; Tampa FL 33612 USA
- Guizhou Provincial Key Lab for Regenerative Medicine; Stem Cell and Tissue Engineering Research Center & Sino-US Joint Laboratory for Medical Sciences; Guiyang Medical University; Guiyang 550004 Guizhou China
| |
Collapse
|
38
|
Population pharmacokinetics/pharmacodynamics of erlotinib and pharmacogenomic analysis of plasma and cerebrospinal fluid drug concentrations in Japanese patients with non-small cell lung cancer. Clin Pharmacokinet 2014; 52:593-609. [PMID: 23532985 DOI: 10.1007/s40262-013-0058-5] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Erlotinib shows large inter-patient pharmacokinetic variability, but the impact of early drug exposure and genetic variations on the clinical outcomes of erlotinib remains fully investigated. The primary objective of this study was to clarify the population pharmacokinetics/pharmacodynamics of erlotinib in Japanese patients with non-small cell lung cancer (NSCLC). The secondary objective was to identify genetic determinant(s) for the cerebrospinal fluid (CSF) permeability of erlotinib and its active metabolite OSI-420. METHODS A total of 88 patients treated with erlotinib (150 mg/day) were enrolled, and CSF samples were available from 23 of these patients with leptomeningeal metastases. Plasma and CSF concentrations of erlotinib and OSI-420 were measured by high-performance liquid chromatography with UV detection. Population pharmacokinetic analysis was performed with the nonlinear mixed-effects modelling program NONMEM. Germline mutations including ABCB1 (1236C>T, 2677G>T/A, 3435C>T), ABCG2 (421C>A), and CYP3A5 (6986A>G) polymorphisms, as well as somatic EGFR activating mutations if available, were examined. Early exposure to erlotinib and its safety/efficacy relationship were evaluated. RESULTS The apparent clearance of erlotinib and OSI-420 were significantly decreased by 24 and 35 % in patients with the ABCG2 421A allele, respectively (p < 0.001), while ABCB1 and CYP3A5 polymorphisms did not affect their apparent clearance. The ABCG2 421A allele was significantly associated with increased CSF penetration for both erlotinib and OSI-420 (p < 0.05). Furthermore, the incidence of grade ≥2 diarrhea was significantly higher in patients harboring this mutant allele (p = 0.035). A multivariate logistic regression model showed that erlotinib trough (C0) levels on day 8 were an independent risk factor for the development of grade ≥2 diarrhea (p = 0.037) and skin rash (p = 0.031). Interstitial lung disease (ILD)-like events occurred in 3 patients (3.4 %), and the median value of erlotinib C0 levels adjacent to these events was approximately 3 times higher than that in patients who did not develop ILD (3253 versus 1107 ng/mL; p = 0.014). The objective response rate in the EGFR wild-type group was marginally higher in patients achieving higher erlotinib C0 levels (≥1711 ng/mL) than that in patients having lower erlotinib C0 levels (38 versus 5 %; p = 0.058), whereas no greater response was observed in the higher group (67 %) versus the lower group (77 %) within EGFR mutation-positive patients (p = 0.62). CONCLUSIONS ABCG2 can influence the apparent clearance of erlotinib and OSI-420, and their CSF permeabilities in patients with NSCLC. Our preliminary findings indicate that early exposure to erlotinib may be associated with the development of adverse events and that increased erlotinib exposure may be relevant to the antitumor effects in EGFR wild-type patients while having less of an impact on the tumor response in EGFR mutation-positive patients.
Collapse
|
39
|
New treatment options for lung adenocarcinoma--in view of molecular background. Pathol Oncol Res 2013; 20:11-25. [PMID: 24306880 DOI: 10.1007/s12253-013-9719-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Accepted: 10/29/2013] [Indexed: 12/22/2022]
Abstract
Lung cancer is the leading cause of cancer related mortality all over the world, and a number of developments have indicated future clinical benefit recently. The development of molecular pathology methods has become increasingly important in the prediction of chemotherapy sensitivity and mutation analysis to identify driver mutations as important targets of new therapeutic agents. The most significant changes in the treatment of NSCLC revealed in new pathologic classification and in the introduction of molecularly targeted therapies, which include monoclonal antibodies and small molecule tyrosine kinase inhibitors. The side effects of these agents are generally better tolerated than those of conventional chemotherapy and show higher efficacy. The most important factor follows: histology subtypes, gene mutation status, patients' selection, drug toxicities and occurence of drug resistance. In the advanced disease, the hope of cure is less than 3%, but improvements in survival have been clearly achieved. Some years ago the median lung cancer survival rate was 10-12 months, now in case of available specific molecular targets, a significant increase in median survival rates to 24-36 months has been achieved. These agents give an opportunity to provide a new standard of care. Therefore testing EGFR mutations and ALK rearrangements in patients with advanced lung adenocarcinoma should be incorporated into routine clinical practice. This review focuses on the rationale for targeted agents and new treatment possibilities in case of advanced lung adenocarcinoma.
Collapse
|
40
|
Smelick GS, Heffron TP, Chu L, Dean B, West DA, Duvall SL, Lum BL, Budha N, Holden SN, Benet LZ, Frymoyer A, Dresser MJ, Ware JA. Prevalence of acid-reducing agents (ARA) in cancer populations and ARA drug-drug interaction potential for molecular targeted agents in clinical development. Mol Pharm 2013; 10:4055-62. [PMID: 24044612 DOI: 10.1021/mp400403s] [Citation(s) in RCA: 147] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Acid-reducing agents (ARAs) are the most commonly prescribed medications in North America and Western Europe. There are currently no data describing the prevalence of their use among cancer patients. However, this is a paramount question due to the potential for significant drug-drug interactions (DDIs) between ARAs, most commonly proton pump inhibitors (PPIs), and orally administered cancer therapeutics that display pH-dependent solubility, which may lead to decreased drug absorption and decreased therapeutic benefit. Of recently approved orally administered cancer therapeutics, >50% are characterized as having pH-dependent solubility, but there are currently no data describing the potential for this ARA-DDI liability among targeted agents currently in clinical development. The objectives of this study were to (1) determine the prevalence of ARA use among different cancer populations and (2) investigate the prevalence of orally administered cancer therapeutics currently in development that may be liable for an ARA-DDI. To address the question of ARA use among cancer patients, a retrospective cross-sectional analysis was performed using two large healthcare databases: Thomson Reuters MarketScan (N = 1,776,443) and the U.S. Department of Veterans Affairs (VA, N = 1,171,833). Among all cancer patients, the total prevalence proportion of ARA use (no. of cancer patients receiving an ARA/total no. of cancer patients) was 20% and 33% for the MarketScan and VA databases, respectively. PPIs were the most commonly prescribed agent, comprising 79% and 65% of all cancer patients receiving a prescription for an ARA (no. of cancer patients receiving a PPI /no. of cancer patients receiving an ARA) for the MarketScan and VA databases, respectively. To estimate the ARA-DDI liability of orally administered molecular targeted cancer therapeutics currently in development, two publicly available databases, (1) Kinase SARfari and (2) canSAR, were examined. For those orally administered clinical candidates that had available structures, the pKa's and corresponding relative solubilities were calculated for a normal fasting pH of 1.2 and an "ARA-hypochlorhydric" pH of 4. Taking calculated pKa's and relative solubilities into consideration, clinical candidates were classified based on their risk for an ARA-DDI. More than one-quarter (28%) of the molecules investigated are at high risk for an ARA-DDI, and of those high risk molecules, nearly three-quarters (73%) are being clinically evaluated for at least one of five cancer types with the highest prevalence of ARA use (gastrointestinal, pancreatic, lung, glioblastoma multiforme, gastrointestinal stromal tumor (GIST)). These data strongly suggest that with the clinical development of ARA-DDI-susceptible cancer therapeutics will come continued challenges for drug-development scientists, oncologists, and regulatory agencies in ensuring that patients achieve safe and efficacious exposures of their cancer therapeutics and thus optimal patient outcomes.
Collapse
Affiliation(s)
- Gillian S Smelick
- Clinical Pharmacology, Genentech Research and Early Development , 1 DNA Way, South San Francisco, California 94080, United States
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
41
|
Thomas-Schoemann A, Blanchet B, Bardin C, Noé G, Boudou-Rouquette P, Vidal M, Goldwasser F. Drug interactions with solid tumour-targeted therapies. Crit Rev Oncol Hematol 2013; 89:179-96. [PMID: 24041628 DOI: 10.1016/j.critrevonc.2013.08.007] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2013] [Revised: 07/11/2013] [Accepted: 08/16/2013] [Indexed: 12/20/2022] Open
Abstract
Drug interactions are an on-going concern in the treatment of cancer, especially when targeted therapies, such as tyrosine kinase inhibitors (TKI) or mammalian target of rapamycin (mTOR) inhibitors, are being used. The emergence of elderly patients and/or patients with both cancer and other chronic co-morbidities leads to polypharmacy. Therefore, the risk of drug-drug interactions (DDI) becomes a clinically relevant issue, all the more so as TKIs and mTOR inhibitors are essentially metabolised by cytochrome P450 enzymes. These DDIs can result in variability in anticancer drug exposure, thus favouring the selection of resistant cellular clones or the occurrence of toxicity. This review provides a comprehensive overview of DDIs that involve targeted therapies approved by the FDA for the treatment of solid tumours for more than 3 years (sorafenib, sunitinib, erlotinib, gefitinib, imatinib, lapatinib, everolimus, temsirolimus) and medicinal herb or drugs. This review also provides some guidelines to help oncologists and pharmacists in their clinical practice.
Collapse
Affiliation(s)
- Audrey Thomas-Schoemann
- Centre d'Étude et de Recours aux Inhibiteurs de l'Angiogénèse, Paris, France; UF de Pharmacocinétique et Pharmacochimie, Groupement des Hôpitaux Paris Centre, 75014 Paris, France.
| | - Benoit Blanchet
- Centre d'Étude et de Recours aux Inhibiteurs de l'Angiogénèse, Paris, France; UF de Pharmacocinétique et Pharmacochimie, Groupement des Hôpitaux Paris Centre, 75014 Paris, France
| | - Christophe Bardin
- UF de Pharmacocinétique et Pharmacochimie, Groupement des Hôpitaux Paris Centre, 75014 Paris, France
| | - Gaëlle Noé
- UF de Pharmacocinétique et Pharmacochimie, Groupement des Hôpitaux Paris Centre, 75014 Paris, France
| | - Pascaline Boudou-Rouquette
- Centre d'Étude et de Recours aux Inhibiteurs de l'Angiogénèse, Paris, France; Service d'Oncologie Médicale, Groupement des Hôpitaux Paris Centre, AP-HP, Paris, France
| | - Michel Vidal
- Centre d'Étude et de Recours aux Inhibiteurs de l'Angiogénèse, Paris, France; UF de Pharmacocinétique et Pharmacochimie, Groupement des Hôpitaux Paris Centre, 75014 Paris, France; UMR 8638 CNRS, UFR des Sciences Pharmaceutiques et Biologiques, Université Paris Descartes, Sorbonne Paris Cité, 75270 Paris, France
| | - François Goldwasser
- Centre d'Étude et de Recours aux Inhibiteurs de l'Angiogénèse, Paris, France; Service d'Oncologie Médicale, Groupement des Hôpitaux Paris Centre, AP-HP, Paris, France
| |
Collapse
|
42
|
Nonsmall cell lung cancer therapy: insight into multitargeted small-molecule growth factor receptor inhibitors. BIOMED RESEARCH INTERNATIONAL 2013; 2013:964743. [PMID: 23936861 PMCID: PMC3713357 DOI: 10.1155/2013/964743] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2013] [Accepted: 06/13/2013] [Indexed: 01/31/2023]
Abstract
To date, lung cancer is the leading cause of cancer-related death worldwide, among which nonsmall cell lung cancer (NSCLC) comprises about 85%. Taking into account the side effects of surgery, radiation, platinum-based doublet chemotherapy, and the growth self-sufficiency characteristic of cancer cells, drugs have been discovered toward growth factor receptor (GFR) to treat NSCLC. As expected, these drugs provide a greater benefit. To increase the efficacy of such growth factor receptor tyrosine kinase inhibitors (RTKIs), coinhibition of GFR signaling pathways and combination of inhibitors along with radiation or chemotherapy have drew intense insight. Although clinical trials about single-agent RTKIs or their combination strategies suggest their increase potency against cancer, they are not beyond adverse effects, and sometimes the effects are more deadly than chemotherapy. Nevertheless the hope for RTKIs may be proved true by further researches and digging deep into cancer therapeutics.
Collapse
|
43
|
Bayraktar S, Rocha-Lima CM. Molecularly targeted therapies for advanced or metastatic non-small-cell lung carcinoma. World J Clin Oncol 2013; 4:29-42. [PMID: 23696960 PMCID: PMC3659261 DOI: 10.5306/wjco.v4.i2.29] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Revised: 04/09/2013] [Accepted: 04/17/2013] [Indexed: 02/06/2023] Open
Abstract
Non-small-cell lung cancer (NSCLC) remains the leading cause of cancer-related death in both men and women in the United States. Platinum-based doublet chemotherapy has been a standard for patients with advanced stage disease. Improvements in overall survival and quality of life have been modest. Improved knowledge of the aberrant molecular signaling pathways found in NSCLC has led to the development of biomarkers with associated targeted therapeutics, thus changing the treatment paradigm for many NSCLC patients. In this review, we present a summary of many of the currently investigated biologic targets in NSCLC, discuss their current clinical trial status, and also discuss the potential for development of other targeted agents.
Collapse
|
44
|
Phase I pharmacokinetic and pharmacodynamic study of lapatinib in combination with sorafenib in patients with advanced refractory solid tumors. Eur J Cancer 2013; 49:989-98. [DOI: 10.1016/j.ejca.2012.10.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2012] [Revised: 10/12/2012] [Accepted: 10/16/2012] [Indexed: 12/16/2022]
|
45
|
A double-blind randomized discontinuation phase-II study of sorafenib (BAY 43-9006) in previously treated non-small-cell lung cancer patients: eastern cooperative oncology group study E2501. J Thorac Oncol 2013; 7:1574-82. [PMID: 22982658 DOI: 10.1097/jto.0b013e31826149ba] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Sorafenib is a raf kinase and angiogenesis inhibitor with activity in multiple cancers. This phase-II study in heavily pretreated non-small-cell lung cancer (NSCLC) patients (≥ 2 prior therapies) used a randomized discontinuation design. METHODS Patients received 400 mg of sorafenib orally twice daily for two cycles (2 months) (step 1). Responding patients on step 1 continued on sorafenib; progressing patients went off study, and patients with stable disease were randomized to placebo or sorafenib (step 2), with crossover from placebo allowed upon progression. The primary endpoint of this study was the proportion of patients having stable or responding disease 2 months after randomization. RESULTS There were 299 patients evaluated for step 1; of these, 81 eligible patients were randomized on step 2 and received sorafenib (n = 50) or placebo (n = 31). The 2-month disease control rates after randomization were 54% and 23% for patients initially receiving sorafenib and placebo, respectively, p = 0.005. The hazard ratio for progression on step 2 was 0.51 (95% [confidence interval] CI 0.30, 0.87, p = 0.014) favoring sorafenib. A trend in favor of overall survival with sorafenib was also observed (13.7 versus 9.0 months from time of randomization), hazard ratio 0.67 (95% CI 0.40-1.11), p = 0.117. A dispensing error occurred, which resulted in the unblinding of some patients, but not before completion of the 8-week initial step 2 therapy. Toxicities were manageable and as expected. CONCLUSIONS The results of this randomized discontinuation trial suggest that sorafenib has single-agent activity in a heavily pretreated, enriched patient population with advanced NSCLC. These results support further investigation with sorafenib as a single agent in larger, randomized studies in NSCLC.
Collapse
|
46
|
Metro G, Minotti V, Crinò L. Years of sorafenib investigation in advanced non-small cell lung cancer: is there a 'NExUS' linking an unsuccessful treatment and a potentially active one? J Thorac Dis 2013. [PMID: 23205291 DOI: 10.3978/j.issn.2072-1439.2012.10.06] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Giulio Metro
- Division of Medical Oncology, S. Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, via Dottori, 1, 06156 Perugia, Italy
| | | | | |
Collapse
|
47
|
Park SR, Davis M, Doroshow JH, Kummar S. Safety and feasibility of targeted agent combinations in solid tumours. Nat Rev Clin Oncol 2013; 10:154-68. [PMID: 23358316 DOI: 10.1038/nrclinonc.2012.245] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The plethora of novel molecular-targeted agents (MTAs) has provided an opportunity to selectively target pathways involved in carcinogenesis and tumour progression. Combination strategies of MTAs are being used to inhibit multiple aberrant pathways in the hope of optimizing antitumour efficacy and to prevent development of resistance. While the selection of specific agents in a given combination has been based on biological considerations (including the role of the putative targets in cancer) and the interactions of the agents used in combination, there has been little exploration of the possible enhanced toxicity of combinations resulting from alterations in multiple signalling pathways in normal cell biology. Owing to the complex networks and crosstalk that govern normal and tumour cell proliferation, inhibiting multiple pathways with MTA combinations can result in unpredictable disturbances in normal physiology. This Review focuses on the main toxicities and the lack of tolerability of some common MTA combinations, particularly where evidence of enhanced toxicity compared to either agent alone is documented or there is development of unexpected toxicity. Toxicities caused by MTA combinations highlight the need to introduce new preclinical testing paradigms early in the drug development process for the assessment of chronic toxicities resulting from such combinations.
Collapse
Affiliation(s)
- Sook Ryun Park
- Division of Cancer Treatment and Diagnosis, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Building 31, Room 3A44, 31 Center Drive, Bethesda, MD 20892, USA
| | | | | | | |
Collapse
|
48
|
Peereboom DM, Ahluwalia MS, Ye X, Supko JG, Hilderbrand SL, Phuphanich S, Nabors LB, Rosenfeld MR, Mikkelsen T, Grossman SA. NABTT 0502: a phase II and pharmacokinetic study of erlotinib and sorafenib for patients with progressive or recurrent glioblastoma multiforme. Neuro Oncol 2013; 15:490-6. [PMID: 23328813 DOI: 10.1093/neuonc/nos322] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The signal transduction pathways of epidermal growth factor receptor and Ras are both important in the growth of glioblastoma multiforme (GBM). We hypothesized that inhibition of both pathways would improve the survival time of patients with recurrent GBM. METHODS Patients with recurrent/progressive GBM with 0-2 prior chemotherapy regimens received erlotinib 150 mg once daily and sorafenib 400 mg twice daily until progression. The primary endpoint was overall survival. Pharmacokinetic sampling was performed during cycle 1. RESULTS The median overall survival was 5.7 months. Progression-free survival at 6 months was 14%. Toxicity was manageable. Clearance of erlotinib was markedly enhanced by sorafenib. CONCLUSION The study did not meet its objective of a 30% increase in overall survival time compared with historical controls. Erlotinib and sorafenib have significant pharmacokinetic interactions that may negatively impact the efficacy of the combination regimen.
Collapse
|
49
|
Dingemans AMC, Mellema WW, Groen HJM, van Wijk A, Burgers SA, Kunst PWA, Thunnissen E, Heideman DAM, Smit EF. A phase II study of sorafenib in patients with platinum-pretreated, advanced (Stage IIIb or IV) non-small cell lung cancer with a KRAS mutation. Clin Cancer Res 2012; 19:743-51. [PMID: 23224737 DOI: 10.1158/1078-0432.ccr-12-1779] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Sorafenib inhibits the Ras/Raf pathway, which is overactive in cancer patients with a KRAS mutation. We hypothesized that patients with non-small cell lung cancer (NSCLC) with KRAS mutation will benefit from treatment with sorafenib. EXPERIMENTAL DESIGN In this phase II study, patients with KRAS-mutated, stage IIIb or IV NSCLC that progressed after at least one platinum-containing regimen were treated with sorafenib. Treatment consisted of sorafenib 400 mg twice daily until disease progression or unacceptable toxicity. Pretreatment serum from each patient was obtained to predict outcome using a proteomic assay (VeriStrat). Primary endpoint was disease control rate (DCR) at 6 weeks. RESULTS Fifty-nine patients were entered between May 2010 and February 2011. Fifty-seven patients started sorafenib. Mean age was 58.5 (SD = ±8.1) years, 16 male/41 female, Eastern Cooperative Oncology Group (ECOG) performance status (PS) 0/1/2 24/30/3. At 6 weeks, 5 partial response, 25 stable disease, and 27 progressive disease were observed; DCR was 52.6%. Median duration of treatment was 9 weeks. The median progression-free survival (PFS) was 2.3 months and median overall survival (OS) was 5.3 months. Patients with a prediction of good prognosis according to VeriStrat serum proteomics assay showed a significantly superior PFS [HR, 1.4; 95% confidence interval (CI), 1.0-1.9] but not OS (HR, 1.3; 95% CI, 0.9-1.7). Sorafenib-related grade III/IV toxicity was reported in 10 patients (17.5%); all but one patient experienced grade III skin toxicity (14.0%) or grade III gastrointestinal toxicity (8.8%). CONCLUSION Treatment with sorafenib has relevant clinical activity in patients with NSCLC harboring KRAS mutations. Further randomized study with this agent is warranted as single-agent or combination therapy.
Collapse
Affiliation(s)
- Anne-Marie C Dingemans
- Department of Pulmonary Diseases and GROW- School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | | | | | | | | | | | | | | | | |
Collapse
|
50
|
Kuiper JL, Lind JSW, Groen HJM, Roder J, Grigorieva J, Roder H, Dingemans AMC, Smit EF. VeriStrat(®) has prognostic value in advanced stage NSCLC patients treated with erlotinib and sorafenib. Br J Cancer 2012; 107:1820-5. [PMID: 23079575 PMCID: PMC3505013 DOI: 10.1038/bjc.2012.470] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Revised: 09/19/2012] [Accepted: 09/20/2012] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The serum proteomic test VeriStrat has been shown to be able to classify advanced non-small cell lung cancer (NSCLC) patients for overall survival (OS) after treatment with epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs). In this study, VeriStrat was evaluated as a pre-treatment stratification tool in patients with advanced stage NSCLC for treatment with the combination of erlotinib and sorafenib, considering both OS and progression-free survival (PFS) as end points. METHODS Serum samples from 50 patients treated within the context of a phase II trial of first-line erlotinib and sorafenib were analysed with VeriStrat, a fully locked mass spectrometry-based test that identifies patients likely to have good or poor outcome on EGFR therapy based on eight distinct features in mass spectra. Analysis was performed fully blinded to all clinical data, and then the outcome data were analysed with respect to the obtained serum classifications. RESULTS VeriStrat classified pre-treatment samples into two groups, VeriStrat Good and VeriStrat Poor, which were significantly different in OS (hazard ratio (HR) 0.30, log-rank P=0.009) and in PFS (HR 0.40, log-rank P=0.035). CONCLUSION VeriStrat has shown its potential for stratification of unselected, advanced stage NSCLC patients treated in first line with a combination of erlotinib and sorafenib.
Collapse
Affiliation(s)
- J L Kuiper
- Department of Pulmonary Diseases, VU
University Medical Center, P.O. Box 7057, Amsterdam
1007 MB, The Netherlands
| | - J S W Lind
- Department of Pulmonary Diseases, VU
University Medical Center, P.O. Box 7057, Amsterdam
1007 MB, The Netherlands
| | - H J M Groen
- Department of Pulmonary Diseases, University
Medical Center Groningen, De Boelelaan 1117, 1081 HV, Hanzeplein 1 P.O.
Box 30.001, Groningen
9700 RB, The Netherlands
| | - J Roder
- Biodesix Inc., P.O. Box
774872, Steamboat Springs, CO
80477, USA
| | - J Grigorieva
- Biodesix Inc., P.O. Box
774872, Steamboat Springs, CO
80477, USA
| | - H Roder
- Biodesix Inc., P.O. Box
774872, Steamboat Springs, CO
80477, USA
| | - A M C Dingemans
- Department of Pulmonary Diseases and
GROW–School for developmental biology and oncology, Maastricht University Medical
Center, P.O. Box 5800, Maastricht
6202 AZ, The Netherlands
| | - E F Smit
- Department of Pulmonary Diseases, VU
University Medical Center, P.O. Box 7057, Amsterdam
1007 MB, The Netherlands
| |
Collapse
|