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Lin JX, Sun H, Peng YL, Xie Z, Liu SYM, Wu YL. Comprehensive management of MET tyrosine kinase inhibitor-induced peripheral edema in patients with MET-altered non-small-cell lung cancer: a narrative review. Transl Lung Cancer Res 2025; 14:1482-1495. [PMID: 40386723 PMCID: PMC12082197 DOI: 10.21037/tlcr-24-866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Accepted: 01/24/2025] [Indexed: 05/20/2025]
Abstract
Background and Objective The mesenchymal-epithelial transition factor (MET) proto-oncogene plays an important role in the development of non-small cell lung cancer (NSCLC). MET tyrosine kinase inhibitors (TKIs) have shown promising antitumor activity in patients with NSCLC harboring MET alterations. Peripheral edema (PE), the most common adverse event of MET TKIs, has received increasing attention from clinicians. The aim of this review is to describe the incidence, potential molecular mechanisms, diagnosis, and management of MET TKI-induced PE, to increase the recognition and standardize the management of PE. Methods We conducted a comprehensive literature search across PubMed, Wanfang Med Online, China National Knowledge Infrastructure (CNKI), and the oncology conferences websites for related studies published between 2000 and 2023. Of the 491 titles screened, we identified 80 research articles fitting the inclusion criteria and a comprehensive literature review was conducted. The review incorporated patient conditions, comprehensive examinations, and clinical experiences to propose a standardized management framework. Key Content and Findings The review focused on the incidence of MET TKI-induced PE, its potential molecular mechanisms, diagnostic criteria, and management strategies. The etiology of edema is complex in cancer patients; however, it may involve treatment-related increases in vascular permeability, impacts on renal function, and hypoalbuminemia. Based on the literature review, a diagnostic and comprehensive management approach for MET TKI-induced PE is proposed, which includes prevention strategies, non-pharmacological treatments, pharmacological interventions, and dosage adjustments related to MET TKIs. Conclusions In this review, we propose a diagnostic and comprehensive management approach for MET TKI-induced PE. By standardizing management, clinicians can enhance patient care for those treated with MET TKIs, facilitating earlier detection of PE, reducing patient suffering, and improving treatment adherence and outcomes.
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Affiliation(s)
- Jia-Xin Lin
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Hao Sun
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Ying-Long Peng
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Zhi Xie
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Si-Yang Maggie Liu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
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2
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Amato F, Strotmann R, Castello R, Bruns R, Ghori V, Johne A, Berghoff K, Venkatakrishnan K, Terranova N. Explainable machine learning prediction of edema adverse events in patients treated with tepotinib. Clin Transl Sci 2024; 17:e70010. [PMID: 39222377 PMCID: PMC11368086 DOI: 10.1111/cts.70010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 07/05/2024] [Accepted: 08/04/2024] [Indexed: 09/04/2024] Open
Abstract
Tepotinib is approved for the treatment of patients with non-small-cell lung cancer harboring MET exon 14 skipping alterations. While edema is the most prevalent adverse event (AE) and a known class effect of MET inhibitors including tepotinib, there is still limited understanding about the factors contributing to its occurrence. Herein, we apply machine learning (ML)-based approaches to predict the likelihood of occurrence of edema in patients undergoing tepotinib treatment, and to identify factors influencing its development over time. Data from 612 patients receiving tepotinib in five Phase I/II studies were modeled with two ML algorithms, Random Forest, and Gradient Boosting Trees, to predict edema AE incidence and severity. Probability calibration was applied to give a realistic estimation of the likelihood of edema AE. Best model was tested on follow-up data and on data from clinical studies unused while training. Results showed high performances across all the tested settings, with F1 scores up to 0.961 when retraining the model with the most relevant covariates. The use of ML explainability methods identified serum albumin as the most informative longitudinal covariate, and higher age as associated with higher probabilities of more severe edema. The developed methodological framework enables the use of ML algorithms for analyzing clinical safety data and exploiting longitudinal information through various covariate engineering approaches. Probability calibration ensures the accurate estimation of the likelihood of the AE occurrence, while explainability tools can identify factors contributing to model predictions, hence supporting population and individual patient-level interpretation.
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Affiliation(s)
- Federico Amato
- Swiss Data Science Center (EPFL and ETH Zurich)LausanneSwitzerland
| | | | - Roberto Castello
- Swiss Data Science Center (EPFL and ETH Zurich)LausanneSwitzerland
| | - Rolf Bruns
- The healthcare business of Merck KGaADarmstadtGermany
| | - Vishal Ghori
- Ares Trading S.A., Eysins, Switzerland, an affiliate of Merck KGaA, DarmstadtGermany
| | - Andreas Johne
- The healthcare business of Merck KGaADarmstadtGermany
| | | | | | - Nadia Terranova
- Quantitative PharmacologyAres Trading S.A., Lausanne, Switzerland, an affiliate of Merck KGaADarmstadtGermany
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3
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Kato T, Yang JCH, Ahn MJ, Sakai H, Morise M, Chen YM, Han JY, Yang JJ, Zhao J, Hsia TC, Berghoff K, Bruns R, Vioix H, Lang S, Johne A, Le X, Paik PK. Efficacy and safety of tepotinib in Asian patients with advanced NSCLC with MET exon 14 skipping enrolled in VISION. Br J Cancer 2024; 130:1679-1686. [PMID: 38575731 PMCID: PMC11091176 DOI: 10.1038/s41416-024-02615-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/30/2024] [Accepted: 02/06/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND Tepotinib, a MET inhibitor approved for the treatment of MET exon 14 (METex14) skipping NSCLC, demonstrated durable clinical activity in VISION (Cohort A + C; N = 313): objective response rate (ORR) 51.4% (95% CI: 45.8, 57.1); median duration of response (mDOR) 18.0 months (95% CI: 12.4, 46.4). We report outcomes in Asian patients from VISION (Cohort A + C) (cut-off: November 20, 2022). METHODS Patients with advanced METex14 skipping NSCLC, detected by liquid or tissue biopsy, received tepotinib 500 mg (450 mg active moiety) once daily. PRIMARY ENDPOINT objective response (RECIST 1.1) by independent review. Secondary endpoints included: DOR, progression-free survival (PFS), overall survival (OS), safety, and health-related quality of life (HRQoL). RESULTS Across treatment lines in 106 Asian patients (39.6% female, 43.4% smoking history, 79.2% adenocarcinoma, 47.2% treatment-naive), ORR was 56.6% (95% CI: 46.6, 66.2), mDOR 18.5 months (10.4, ne), mPFS 13.8 months (10.8, 22.0), and mOS 25.5 months (19.3, 36.4). Consistent efficacy observed, regardless of baseline characteristics. HRQoL remained stable during treatment. Treatment-related adverse events (TRAEs) occurred in 95.3% of patients (39.6% Grade ≥3). Most common TRAEs: peripheral edema (62.3%), creatinine increase (38.7%). CONCLUSIONS Tepotinib demonstrated robust and durable efficacy, with a manageable safety profile, in Asian patients with METex14 skipping NSCLC. CLINICAL TRIAL REGISTRATION NCT02864992.
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Affiliation(s)
- Terufumi Kato
- Department of Thoracic Oncology, Kanagawa Cancer Center, Yokohama, Japan
| | - James Chih-Hsin Yang
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan.
| | - Myung-Ju Ahn
- Division of Hematology Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hiroshi Sakai
- Department of Thoracic Oncology, Saitama Cancer Center, Kitaadachi-gun, Japan
- Department of Thoracic Oncology, Ageo Central General Hospital, Saitama, Japan
| | - Masahiro Morise
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yuh-Min Chen
- Department of Chest Medicine, Taipei Veterans General Hospital, and School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Ji-Youn Han
- The Center for Lung Cancer, National Cancer Center, Goyang, Republic of Korea
| | - Jin-Ji Yang
- Department of Oncology, Guangdong Lung Cancer Institute, Guangdong General Hospital and Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Jun Zhao
- Department of Thoracic Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Te-Chun Hsia
- Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Karin Berghoff
- Global Patient Safety, Merck Healthcare KGaA, Darmstadt, Germany
| | - Rolf Bruns
- Department of Biostatistics, Merck Healthcare KGaA, Darmstadt, Germany
| | - Helene Vioix
- Global Evidence and Value Department, Merck Healthcare KGaA, Darmstadt, Germany
| | - Simone Lang
- Global Clinical Development, Merck Healthcare KGaA, Darmstadt, Germany
| | - Andreas Johne
- Global Clinical Development, Merck Healthcare KGaA, Darmstadt, Germany
| | - Xiuning Le
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Paul K Paik
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
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Xu J, Tian L, Qi W, Lv Q, Wang T. Advancements in NSCLC: From Pathophysiological Insights to Targeted Treatments. Am J Clin Oncol 2024; 47:291-303. [PMID: 38375734 PMCID: PMC11107893 DOI: 10.1097/coc.0000000000001088] [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] [Indexed: 02/21/2024]
Abstract
With the global incidence of non-small cell lung cancer (NSCLC) on the rise, the development of innovative treatment strategies is increasingly vital. This review underscores the pivotal role of precision medicine in transforming NSCLC management, particularly through the integration of genomic and epigenomic insights to enhance treatment outcomes for patients. We focus on the identification of key gene mutations and examine the evolution and impact of targeted therapies. These therapies have shown encouraging results in improving survival rates and quality of life. Despite numerous gene mutations being identified in association with NSCLC, targeted treatments are available for only a select few. This paper offers an exhaustive analysis of the pathogenesis of NSCLC and reviews the latest advancements in targeted therapeutic approaches. It emphasizes the ongoing necessity for research and development in this domain. In addition, we discuss the current challenges faced in the clinical application of these therapies and the potential directions for future research, including the identification of novel targets and the development of new treatment modalities.
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Affiliation(s)
- Jianan Xu
- College of Traditional Chinese Medicine, Changchun University of Chinese Medicine
| | - Lin Tian
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
| | - Wenlong Qi
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
| | - Qingguo Lv
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
| | - Tan Wang
- Pulmonology Department, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, P.R. China
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Morise M, Kato T, Matsumoto S, Inoue T, Sakamoto T, Tokito T, Atagi S, Kozuki T, Takeoka H, Chikamori K, Shinagawa N, Tanaka H, Horii E, Adrian S, Bruns R, Johne A, Paik PK, Sakai H. Long-term experience with tepotinib in Japanese patients with MET exon 14 skipping NSCLC from the Phase II VISION study. Cancer Sci 2024; 115:1296-1305. [PMID: 38402853 PMCID: PMC11006997 DOI: 10.1111/cas.16107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 01/04/2024] [Accepted: 01/29/2024] [Indexed: 02/27/2024] Open
Abstract
Tepotinib is a highly selective MET tyrosine kinase inhibitor (TKI) that has demonstrated robust and durable clinical activity in patients with MET exon 14 (METex14) skipping non-small-cell lung cancer (NSCLC). In the Phase II VISION study, patients received oral tepotinib 500 mg once daily. The primary endpoint was an objective response by an independent review committee (IRC) according to RECIST v1.1 criteria. The secondary endpoints included duration of response (DOR), progression-free survival (PFS), overall survival (OS), and safety. Here we report the analysis of the efficacy and safety of tepotinib in all Japanese patients with advanced METex14 skipping NSCLC from VISION (n = 38) with >18 months' follow-up. The median age of the Japanese patients was 73 years (range 63-88), 39.5% of patients were ≥75 years old, 68.4% were male, 55.3% had a history of smoking, 76.3% had adenocarcinoma, and 10.5% of patients had known brain metastases at baseline. Overall, the objective response rate (ORR) was 60.5% (95% confidence interval (CI): 43.4, 76.0) with a median DOR of 18.5 months (95% CI: 8.3, not estimable). ORR in treatment-naïve patients (n = 18) was 77.8% (95% CI: 52.4, 93.6), and in patients aged ≥75 years (n = 15), ORR was 73.3% (95% CI: 44.9, 92.2). The most common treatment-related adverse event (AE) with any grade was blood creatinine increase (65.8%), which resolved following tepotinib discontinuation. Other common treatment-related AEs were peripheral edema (60.5%), hypoalbuminemia (34.2%), diarrhea (28.9%), and nausea (15.8%). In summary, tepotinib demonstrated robust and durable clinical activity irrespective of age or therapy line, with a manageable safety profile in Japanese patients with METex14 skipping NSCLC enrolled in VISION.
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Affiliation(s)
- Masahiro Morise
- Department of Respiratory MedicineNagoya University Graduate School of MedicineNagoyaJapan
| | - Terufumi Kato
- Department of Thoracic OncologyKanagawa Cancer CenterYokohamaJapan
| | - Shingo Matsumoto
- Department of Thoracic OncologyNational Cancer Center Hospital EastKashiwaJapan
| | - Takako Inoue
- Department of Thoracic OncologyOsaka International Cancer InstituteOsakaJapan
| | - Tomohiro Sakamoto
- Department of Respiratory MedicineTottori University HospitalYonago CityJapan
| | - Takaaki Tokito
- Department of Internal MedicineKurume University School of MedicineKurume CityJapan
| | - Shinji Atagi
- Health Management CenterJCHO Yamatokoriyama HospitalYamatokoriyamaJapan
| | - Toshiyuki Kozuki
- Department of Thoracic Oncology and MedicineNational Hospital Organization Shikoku Cancer CenterMatsuyama CityJapan
| | - Hiroaki Takeoka
- Department of Respiratory MedicineNHO Kyushu Medical CenterFukuoka CityJapan
| | - Kenichi Chikamori
- Department of OncologyNHO Yamaguchi ‐ Ube Medical CenterUbe CityJapan
| | - Naofumi Shinagawa
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of MedicineHokkaido UniversitySapporoJapan
| | - Hiroshi Tanaka
- Department of Internal MedicineNiigata Cancer Center HospitalNiigata CityJapan
| | - Eisuke Horii
- Medical DepartmentMerck Biopharma Co., Ltd. (an affiliate of Merck KGaA)TokyoJapan
| | - Svenja Adrian
- Global Clinical DevelopmentMerck Healthcare KGaADarmstadtGermany
| | - Rolf Bruns
- Department of BiostatisticsMerck Healthcare KGaADarmstadtGermany
| | - Andreas Johne
- Global Clinical DevelopmentMerck Healthcare KGaADarmstadtGermany
| | - Paul K. Paik
- Department of Medicine, Thoracic Oncology ServiceMemorial Sloan‐Kettering Cancer CenterNew YorkNew YorkUSA
| | - Hiroshi Sakai
- Department of Thoracic OncologySaitama Cancer CenterKitaadachi‐gunJapan
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6
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Albers J, Friese-Hamim M, Clark A, Schadt O, Walter-Bausch G, Stroh C, Johne A, Karachaliou N, Blaukat A. The Preclinical Pharmacology of Tepotinib-A Highly Selective MET Inhibitor with Activity in Tumors Harboring MET Alterations. Mol Cancer Ther 2023; 22:833-843. [PMID: 36999986 PMCID: PMC10320478 DOI: 10.1158/1535-7163.mct-22-0537] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 12/16/2022] [Accepted: 03/29/2023] [Indexed: 04/01/2023]
Abstract
The mesenchymal-epithelial transition factor (MET) proto-oncogene encodes the MET receptor tyrosine kinase. MET aberrations drive tumorigenesis in several cancer types through a variety of molecular mechanisms, including MET mutations, gene amplification, rearrangement, and overexpression. Therefore, MET is a therapeutic target and the selective type Ib MET inhibitor, tepotinib, was designed to potently inhibit MET kinase activity. In vitro, tepotinib inhibits MET in a concentration-dependent manner irrespective of the mode of MET activation, and in vivo, tepotinib exhibits marked, dose-dependent antitumor activity in MET-dependent tumor models of various cancer indications. Tepotinib penetrates the blood-brain barrier and demonstrates strong antitumor activity in subcutaneous and orthotopic brain metastasis models, in-line with clinical activity observed in patients. MET amplification is an established mechanism of resistance to EGFR tyrosine kinase inhibitors (TKI), and preclinical studies show that tepotinib in combination with EGFR TKIs can overcome this resistance. Tepotinib is currently approved for the treatment of adult patients with advanced or metastatic non-small cell lung cancer harboring MET exon 14 skipping alterations. This review focuses on the pharmacology of tepotinib in preclinical cancer models harboring MET alterations and demonstrates that strong adherence to the principles of the Pharmacological Audit Trail may result in a successful discovery and development of a precision medicine.
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Affiliation(s)
- Joachim Albers
- Research Unit Oncology, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Manja Friese-Hamim
- Corporate Animal Using Vendor and Vivarium Governance (SQ-AV), Corporate Sustainability, Quality, Trade Compliance (SQ), Animal Affairs (SQ-A), the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Anderson Clark
- Research Unit Oncology, EMD Serono Research and Development Institute, Inc., Billerica, Massachusetts
| | - Oliver Schadt
- Global Medicinal Chemistry, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Gina Walter-Bausch
- Research Unit Oncology, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Christopher Stroh
- Clinical Biomarkers and Companion Diagnostics, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Andreas Johne
- Global Clinical Development Unit, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Niki Karachaliou
- Global Clinical Development Unit, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Andree Blaukat
- Research Unit Oncology, the healthcare business of Merck KGaA, Darmstadt, Germany
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