1
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Nakamura A, Mashima T, Lee J, Inaba S, Kawata N, Morino S, Kumagai K, Yamaguchi K, Seimiya H. Intratumor transforming growth factor-β signaling with extracellular matrix-related gene regulation marks chemotherapy-resistant gastric cancer. Biochem Biophys Res Commun 2024; 721:150108. [PMID: 38762931 DOI: 10.1016/j.bbrc.2024.150108] [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: 04/25/2024] [Accepted: 05/12/2024] [Indexed: 05/21/2024]
Abstract
Drug-tolerant persister (DTP) cells remain following chemotherapy and can cause cancer relapse. However, it is unclear when acquired resistance to chemotherapy emerges. Here, we compared the gene expression profiles of gastric cancer patient-derived cells (GC PDCs) and their respective xenograft tumors with different sensitivities to 5-fluorouracil (5-FU) by using immunodeficient female BALB/c-nu mice. RNA sequencing analysis of 5-FU-treated PDCs demonstrated that DNA replication/cell cycle-related genes were transiently induced in the earlier phase of DTP cell emergence, while extracellular matrix (ECM)-related genes were sustainably upregulated during long-term cell survival in 5-FU-resistant residual tumors. NicheNet analysis, which uncovers cell-cell signal interactions, indicated the transforming growth factor-β (TGF-β) pathway as the upstream regulator in response to 5-FU treatment. This induced ECM-related gene expression in the 5-FU-resistant tumor model. In the 5-FU-resistant residual tumors, there was a marked upregulation of cancer cell-derived TGF-β1 expression and increased phosphorylation of SMAD3, a downstream regulator of the TGF-β receptor. By contrast, these responses were not observed in a 5-FU-sensitive tumor model. We further found that TGF-β-related upregulation of ECM genes was preferentially observed in non-responders to chemotherapy with 5-FU and/or oxaliplatin among 22 patient-derived xenograft tumors. These observations suggest that chemotherapy-induced activation of the TGF-β1/SMAD3/ECM-related gene axis is a potential biomarker for the emergence of drug resistance in GCs.
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Affiliation(s)
- Ayane Nakamura
- Division of Molecular Biotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan; Department of Life and Pharmaceutical Sciences, Graduate School of Pharmaceutical Sciences, Meiji Pharmaceutical University, Tokyo, Japan
| | - Tetsuo Mashima
- Division of Molecular Biotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan.
| | - Jin Lee
- Division of Molecular Biotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan
| | - Saori Inaba
- Division of Molecular Biotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Naomi Kawata
- Division of Molecular Biotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan; Gastroenterological Medicine, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Shun Morino
- Division of Molecular Biotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan
| | - Koshi Kumagai
- Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan; Department of Upper Gastrointestinal Surgery, Kitasato University Hospital, Kanagawa, Japan
| | - Kensei Yamaguchi
- Gastroenterological Medicine, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hiroyuki Seimiya
- Division of Molecular Biotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan; Department of Life and Pharmaceutical Sciences, Graduate School of Pharmaceutical Sciences, Meiji Pharmaceutical University, Tokyo, Japan; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan.
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2
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He J, Qiu Z, Fan J, Xie X, Sheng Q, Sui X. Drug tolerant persister cell plasticity in cancer: A revolutionary strategy for more effective anticancer therapies. Signal Transduct Target Ther 2024; 9:209. [PMID: 39138145 PMCID: PMC11322379 DOI: 10.1038/s41392-024-01891-4] [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: 03/02/2024] [Revised: 05/21/2024] [Accepted: 06/03/2024] [Indexed: 08/15/2024] Open
Abstract
Non-genetic mechanisms have recently emerged as important drivers of anticancer drug resistance. Among these, the drug tolerant persister (DTP) cell phenotype is attracting more and more attention and giving a predominant non-genetic role in cancer therapy resistance. The DTP phenotype is characterized by a quiescent or slow-cell-cycle reversible state of the cancer cell subpopulation and inert specialization to stimuli, which tolerates anticancer drug exposure to some extent through the interaction of multiple underlying mechanisms and recovering growth and proliferation after drug withdrawal, ultimately leading to treatment resistance and cancer recurrence. Therefore, targeting DTP cells is anticipated to provide new treatment opportunities for cancer patients, although our current knowledge of these DTP cells in treatment resistance remains limited. In this review, we provide a comprehensive overview of the formation characteristics and underlying drug tolerant mechanisms of DTP cells, investigate the potential drugs for DTP (including preclinical drugs, novel use for old drugs, and natural products) based on different medicine models, and discuss the necessity and feasibility of anti-DTP therapy, related application forms, and future issues that will need to be addressed to advance this emerging field towards clinical applications. Nonetheless, understanding the novel functions of DTP cells may enable us to develop new more effective anticancer therapy and improve clinical outcomes for cancer patients.
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Affiliation(s)
- Jun He
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Zejing Qiu
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Jingjing Fan
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Xiaohong Xie
- Department of Breast Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
| | - Qinsong Sheng
- Department of Colorectal Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
| | - Xinbing Sui
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China.
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China.
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3
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Izumi M, Costa DB, Kobayashi SS. Targeting of drug-tolerant persister cells as an approach to counter drug resistance in non-small cell lung cancer. Lung Cancer 2024; 194:107885. [PMID: 39002493 PMCID: PMC11305904 DOI: 10.1016/j.lungcan.2024.107885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/02/2024] [Accepted: 07/05/2024] [Indexed: 07/15/2024]
Abstract
The advent of targeted therapies revolutionized treatments of advanced oncogene-driven non-small cell lung cancer (NSCLC). Nonetheless, despite initial dramatic responses, development of drug resistance is inevitable. Although mechanisms underlying acquired resistance, such as on-target mutations, bypass pathways, or lineage transformation, have been described, overcoming drug resistance remains challenging. Recent evidence suggests that drug-tolerant persister (DTP) cells, which are tumor cells tolerant to initial drug exposure, give rise to cells that acquire drug resistance. Thus, the possibility of eradicating cancer by targeting DTP cells is under investigation, and various strategies are proposed. Here, we review overall features of DTP cells, current efforts to define DTP markers, and potential therapeutic strategies to target and eradicate DTP cells in oncogene-driven NSCLC. We also discuss future challenges in the field.
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Affiliation(s)
- Motohiro Izumi
- Department of Medicine, Division of Medical Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Daniel B Costa
- Department of Medicine, Division of Medical Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Susumu S Kobayashi
- Department of Medicine, Division of Medical Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA.
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4
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Figarol S, Delahaye C, Gence R, Doussine A, Cerapio JP, Brachais M, Tardy C, Béry N, Asslan R, Colinge J, Villemin JP, Maraver A, Ferrer I, Paz-Ares L, Kessler L, Burrows F, Lajoie-Mazenc I, Dongay V, Morin C, Florent A, Pagano S, Taranchon-Clermont E, Casanova A, Pradines A, Mazieres J, Favre G, Calvayrac O. Farnesyltransferase inhibition overcomes oncogene-addicted non-small cell lung cancer adaptive resistance to targeted therapies. Nat Commun 2024; 15:5345. [PMID: 38937474 PMCID: PMC11211478 DOI: 10.1038/s41467-024-49360-4] [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: 03/02/2024] [Accepted: 06/03/2024] [Indexed: 06/29/2024] Open
Abstract
Drug-tolerance has emerged as one of the major non-genetic adaptive processes driving resistance to targeted therapy (TT) in non-small cell lung cancer (NSCLC). However, the kinetics and sequence of molecular events governing this adaptive response remain poorly understood. Here, we combine real-time monitoring of the cell-cycle dynamics and single-cell RNA sequencing in a broad panel of oncogenic addiction such as EGFR-, ALK-, BRAF- and KRAS-mutant NSCLC, treated with their corresponding TT. We identify a common path of drug adaptation, which invariably involves alveolar type 1 (AT1) differentiation and Rho-associated protein kinase (ROCK)-mediated cytoskeletal remodeling. We also isolate and characterize a rare population of early escapers, which represent the earliest resistance-initiating cells that emerge in the first hours of treatment from the AT1-like population. A phenotypic drug screen identify farnesyltransferase inhibitors (FTI) such as tipifarnib as the most effective drugs in preventing relapse to TT in vitro and in vivo in several models of oncogenic addiction, which is confirmed by genetic depletion of the farnesyltransferase. These findings pave the way for the development of treatments combining TT and FTI to effectively prevent tumor relapse in oncogene-addicted NSCLC patients.
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Affiliation(s)
- Sarah Figarol
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Célia Delahaye
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Rémi Gence
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Aurélia Doussine
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Juan Pablo Cerapio
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Mathylda Brachais
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Claudine Tardy
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Nicolas Béry
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Raghda Asslan
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Jacques Colinge
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Inserm, Université de Montpellier, Institut Régional du Cancer de Montpellier (ICM), Montpellier, France
| | - Jean-Philippe Villemin
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Inserm, Université de Montpellier, Institut Régional du Cancer de Montpellier (ICM), Montpellier, France
| | - Antonio Maraver
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Inserm, Université de Montpellier, Institut Régional du Cancer de Montpellier (ICM), Montpellier, France
| | - Irene Ferrer
- Unidad de Investigación Clínica de Cáncer de Pulmón, Instituto de Investigación Hospital 12 de Octubre-CNIO, Madrid, Spain
| | - Luis Paz-Ares
- Unidad de Investigación Clínica de Cáncer de Pulmón, Instituto de Investigación Hospital 12 de Octubre-CNIO, Madrid, Spain
| | | | | | - Isabelle Lajoie-Mazenc
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Vincent Dongay
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
- Centre Hospitalier Universitaire (CHU) de Toulouse, service de pneumologie, Toulouse, France
| | - Clara Morin
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
- Centre Hospitalier Universitaire (CHU) de Toulouse, service de pneumologie, Toulouse, France
| | - Amélie Florent
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Sandra Pagano
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Estelle Taranchon-Clermont
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
- Oncopole Claudius Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France
| | - Anne Casanova
- Oncopole Claudius Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France
| | - Anne Pradines
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
- Oncopole Claudius Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France
| | - Julien Mazieres
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
- Centre Hospitalier Universitaire (CHU) de Toulouse, service de pneumologie, Toulouse, France
| | - Gilles Favre
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France.
- Oncopole Claudius Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France.
| | - Olivier Calvayrac
- Centre de Recherches en Cancérologie de Toulouse (CRCT), Inserm, CNRS, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France.
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5
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Wang H, Hu Q, Chen Y, Huang X, Feng Y, Shi Y, Li R, Yin X, Song X, Liang Y, Zhang T, Xu L, Dong G, Jiang F. Ferritinophagy mediates adaptive resistance to EGFR tyrosine kinase inhibitors in non-small cell lung cancer. Nat Commun 2024; 15:4195. [PMID: 38760351 PMCID: PMC11101634 DOI: 10.1038/s41467-024-48433-8] [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: 06/19/2023] [Accepted: 04/26/2024] [Indexed: 05/19/2024] Open
Abstract
Osimertinib (Osi) is a widely used epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI). However, the emergence of resistance is inevitable, partly due to the gradual evolution of adaptive resistant cells during initial treatment. Here, we find that Osi treatment rapidly triggers adaptive resistance in tumor cells. Metabolomics analysis reveals a significant enhancement of oxidative phosphorylation (OXPHOS) in Osi adaptive-resistant cells. Mechanically, Osi treatment induces an elevation of NCOA4, a key protein of ferritinophagy, which maintains the synthesis of iron-sulfur cluster (ISC) proteins of electron transport chain and OXPHOS. Additionally, active ISC protein synthesis in adaptive-resistant cells significantly increases the sensitivity to copper ions. Combining Osi with elesclomol, a copper ion ionophore, significantly increases the efficacy of Osi, with no additional toxicity. Altogether, this study reveals the mechanisms of NCOA4-mediated ferritinophagy in Osi adaptive resistance and introduces a promising new therapy of combining copper ionophores to improve its initial efficacy.
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Affiliation(s)
- Hui Wang
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Nanjing Medical University and Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research, Xuanwu District, Nanjing, China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China
| | - Qianfan Hu
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Nanjing Medical University and Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research, Xuanwu District, Nanjing, China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China
| | - Yuzhong Chen
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- Department of Oncology, Affiliated Cancer Hospital of Nanjing Medical University and Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research, Xuanwu District, Nanjing, China
| | - Xing Huang
- Department of Pathology, Affiliated Cancer Hospital of Nanjing Medical University and Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research, Xuanwu District, Nanjing, China
| | - Yipeng Feng
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China
| | - Yuanjian Shi
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China
| | - Rutao Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xuewen Yin
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
| | - Xuming Song
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China
| | - Yingkuan Liang
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Nanjing Medical University and Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research, Xuanwu District, Nanjing, China
| | - Te Zhang
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China
| | - Lin Xu
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Nanjing Medical University and Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research, Xuanwu District, Nanjing, China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Jiangning District, Nanjing, China
| | - Gaochao Dong
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China.
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China.
| | - Feng Jiang
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Nanjing Medical University and Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research, Xuanwu District, Nanjing, China.
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Xuanwu District, Nanjing, China.
- The Fourth Clinical College of Nanjing Medical University, Nanjing, PR China.
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6
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Chen M, Mainardi S, Lieftink C, Velds A, de Rink I, Yang C, Kuiken HJ, Morris B, Edwards F, Jochems F, van Tellingen O, Boeije M, Proost N, Jansen RA, Qin S, Jin H, Koen van der Mijn JC, Schepers A, Venkatesan S, Qin W, Beijersbergen RL, Wang L, Bernards R. Targeting of vulnerabilities of drug-tolerant persisters identified through functional genetics delays tumor relapse. Cell Rep Med 2024; 5:101471. [PMID: 38508142 PMCID: PMC10983104 DOI: 10.1016/j.xcrm.2024.101471] [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: 06/02/2023] [Revised: 12/01/2023] [Accepted: 02/21/2024] [Indexed: 03/22/2024]
Abstract
Drug-tolerant persisters (DTPs) are a rare subpopulation of cells within a tumor that can survive therapy through nongenetic adaptive mechanisms to develop relapse and repopulate the tumor following drug withdrawal. Using a cancer cell line with an engineered suicide switch to kill proliferating cells, we perform both genetic screens and compound screens to identify the inhibition of bromodomain and extraterminal domain (BET) proteins as a selective vulnerability of DTPs. BET inhibitors are especially detrimental to DTPs that have reentered the cell cycle (DTEPs) in a broad spectrum of cancer types. Mechanistically, BET inhibition induces lethal levels of ROS through the suppression of redox-regulating genes highly expressed in DTPs, including GPX2, ALDH3A1, and MGST1. In vivo BET inhibitor treatment delays tumor relapse in both melanoma and lung cancer. Our study suggests that combining standard of care therapy with BET inhibitors to eliminate residual persister cells is a promising therapeutic strategy.
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Affiliation(s)
- Mengnuo Chen
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Sara Mainardi
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Cor Lieftink
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Arno Velds
- Genomics Core Facility, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Iris de Rink
- Genomics Core Facility, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Chen Yang
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hendrik J Kuiken
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ben Morris
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Finn Edwards
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Fleur Jochems
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Olaf van Tellingen
- Division of Pharmacology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Manon Boeije
- Mouse Clinic for Cancer and Aging Research, Preclinical Intervention Unit, The Netherlands Cancer Institute, 1066CX Amsterdam, the Netherlands
| | - Natalie Proost
- Mouse Clinic for Cancer and Aging Research, Preclinical Intervention Unit, The Netherlands Cancer Institute, 1066CX Amsterdam, the Netherlands
| | - Robin A Jansen
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Shifan Qin
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Haojie Jin
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - J C Koen van der Mijn
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Arnout Schepers
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Subramanian Venkatesan
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Wenxin Qin
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Roderick L Beijersbergen
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Genomics Core Facility, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Liqin Wang
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands; State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.
| | - René Bernards
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
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7
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Haratake N, Ozawa H, Morimoto Y, Yamashita N, Daimon T, Bhattacharya A, Wang K, Nakashoji A, Isozaki H, Shimokawa M, Kikutake C, Suyama M, Hashinokuchi A, Takada K, Takenaka T, Yoshizumi T, Mitsudomi T, Hata AN, Kufe D. MUC1-C Is a Common Driver of Acquired Osimertinib Resistance in NSCLC. J Thorac Oncol 2024; 19:434-450. [PMID: 37924972 PMCID: PMC10939926 DOI: 10.1016/j.jtho.2023.10.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/02/2023] [Accepted: 10/29/2023] [Indexed: 11/06/2023]
Abstract
INTRODUCTION Osimertinib is an irreversible EGFR tyrosine kinase inhibitor approved for the first-line treatment of patients with metastatic NSCLC harboring EGFR exon 19 deletions or L858R mutations. Patients treated with osimertinib invariably develop acquired resistance by mechanisms involving additional EGFR mutations, MET amplification, and other pathways. There is no known involvement of the oncogenic MUC1-C protein in acquired osimertinib resistance. METHODS H1975/EGFR (L858R/T790M) and patient-derived NSCLC cells with acquired osimertinib resistance were investigated for MUC1-C dependence in studies of EGFR pathway activation, clonogenicity, and self-renewal capacity. RESULTS We reveal that MUC1-C is up-regulated in H1975 osimertinib drug-tolerant persister cells and is necessary for activation of the EGFR pathway. H1975 cells selected for stable osimertinib resistance (H1975-OR) and MGH700-2D cells isolated from a patient with acquired osimertinib resistance are found to be dependent on MUC1-C for induction of (1) phospho (p)-EGFR, p-ERK, and p-AKT, (2) EMT, and (3) the resistant phenotype. We report that MUC1-C is also required for p-EGFR, p-ERK, and p-AKT activation and self-renewal capacity in acquired osimertinib-resistant (1) MET-amplified MGH170-1D #2 cells and (2) MGH121 Res#2/EGFR (T790M/C797S) cells. Importantly, targeting MUC1-C in these diverse models reverses osimertinib resistance. In support of these results, high MUC1 mRNA and MUC1-C protein expression is associated with a poor prognosis for patients with EGFR-mutant NSCLCs. CONCLUSIONS Our findings reveal that MUC1-C is a common effector of osimertinib resistance and is a potential target for the treatment of osimertinib-resistant NSCLCs.
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Affiliation(s)
- Naoki Haratake
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Hiroki Ozawa
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Yoshihiro Morimoto
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Nami Yamashita
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Tatsuaki Daimon
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Atrayee Bhattacharya
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Keyi Wang
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Ayako Nakashoji
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Hideko Isozaki
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mototsugu Shimokawa
- Department of Biostatistics, Graduate School of Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Chie Kikutake
- Division of Bioinformatics, Medical Institute of Bioregulation, Kyushu University, Fukuoka, Japan
| | - Mikita Suyama
- Division of Bioinformatics, Medical Institute of Bioregulation, Kyushu University, Fukuoka, Japan
| | - Asato Hashinokuchi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | | | - Tomoyoshi Takenaka
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tetsuya Mitsudomi
- Department of Surgery, Kindai University Hospital, Osaka-Sayama, Japan
| | - Aaron N Hata
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Donald Kufe
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts.
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8
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Daley BR, Sealover NE, Sheffels E, Hughes JM, Gerlach D, Hofmann MH, Kostyrko K, Mair B, Linke A, Beckley Z, Frank A, Dalgard C, Kortum RL. SOS1 inhibition enhances the efficacy of and delays resistance to G12C inhibitors in lung adenocarcinoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.07.570642. [PMID: 38106234 PMCID: PMC10723384 DOI: 10.1101/2023.12.07.570642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Clinical effectiveness of KRAS G12C inhibitors (G12Cis) is limited both by intrinsic and acquired resistance, necessitating the development of combination approaches. We found that targeting proximal receptor tyrosine kinase (RTK) signaling using the SOS1 inhibitor (SOS1i) BI-3406 both enhanced the potency of and delayed resistance to G12Ci treatment, but the extent of SOS1i effectiveness was modulated by both SOS2 expression and the specific mutational landscape. SOS1i enhanced the efficacy of G12Ci and limited rebound RTK/ERK signaling to overcome intrinsic/adaptive resistance, but this effect was modulated by SOS2 protein levels. Survival of drug-tolerant persister (DTP) cells within the heterogeneous tumor population and/or acquired mutations that reactivate RTK/RAS signaling can lead to outgrowth of tumor initiating cells (TICs) that drive therapeutic resistance. G12Ci drug tolerant persister cells showed a 2-3-fold enrichment of TICs, suggesting that these could be a sanctuary population of G12Ci resistant cells. SOS1i re-sensitized DTPs to G12Ci and inhibited G12C-induced TIC enrichment. Co-mutation of the tumor suppressor KEAP1 limits the clinical effectiveness of G12Cis, and KEAP1 and STK11 deletion increased TIC frequency and accelerated the development of acquired resistance to G12Ci in situ. SOS1i both delayed acquired G12Ci resistance and limited the total number of resistant colonies regardless of KEAP1 and STK11 mutational status. These data suggest that SOS1i could be an effective strategy to both enhance G12Ci efficacy and prevent G12Ci resistance regardless of co-mutations.
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Affiliation(s)
- Brianna R Daley
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
| | - Nancy E Sealover
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
| | - Erin Sheffels
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
| | - Jacob M. Hughes
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
| | | | | | - Kaja Kostyrko
- Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria
| | - Barbara Mair
- Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria
| | - Amanda Linke
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
| | - Zaria Beckley
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
| | - Andrew Frank
- Henry M. Jackson Foundation for the Advancement of Military Medicine; Bethesda, MD, USA
- Student Bioinformatics Initiative, Center for Military Precision Health, Uniformed Services University of the Health Sciences; Bethesda, MD, USA
| | - Clifton Dalgard
- The American Genome Center, Department of Anatomy, Cell Biology, and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
| | - Robert L Kortum
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814
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9
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Pu Y, Li L, Peng H, Liu L, Heymann D, Robert C, Vallette F, Shen S. Drug-tolerant persister cells in cancer: the cutting edges and future directions. Nat Rev Clin Oncol 2023; 20:799-813. [PMID: 37749382 DOI: 10.1038/s41571-023-00815-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/25/2023] [Indexed: 09/27/2023]
Abstract
Drug-tolerant persister (DTP) cell populations were originally discovered in antibiotic-resistant bacterial biofilms. Similar populations with comparable features have since been identified among cancer cells and have been linked with treatment resistance that lacks an underlying genomic alteration. Research over the past decade has improved our understanding of the biological roles of DTP cells in cancer, although clinical knowledge of the role of these cells in treatment resistance remains limited. Nonetheless, targeting this population is anticipated to provide new treatment opportunities. In this Perspective, we aim to provide a clear definition of the DTP phenotype, discuss the underlying characteristics of these cells, their biomarkers and vulnerabilities, and encourage further research on DTP cells that might improve our understanding and enable the development of more effective anticancer therapies.
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Affiliation(s)
- Yi Pu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China
- Department of Burn Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Lu Li
- Lung Cancer Centre, West China Hospital, Sichuan University, Chengdu, China
| | - Haoning Peng
- Department of Thoracic Surgery and Institute of Thoracic Oncology, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Lunxu Liu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Dominique Heymann
- Nantes Université, CNRS, UMR6286, US2B, Nantes, France
- Institut de Cancérologie de l'Ouest, Saint-Herblain, France
| | - Caroline Robert
- INSERM U981, Gustave Roussy Cancer Campus, Villejuif, France
- Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - François Vallette
- Institut de Cancérologie de l'Ouest, Saint-Herblain, France.
- Nantes Université, INSERM, U1307, CRCI2NA, Nantes, France.
| | - Shensi Shen
- Department of Thoracic Surgery and Institute of Thoracic Oncology, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
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