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Attili I, Corvaja C, Trillo Aliaga P, Del Signore E, Spitaleri G, Passaro A, de Marinis F. Dealing with KRAS G12C inhibition in non-small cell lung cancer (NSCLC) - biology, clinical results and future directions. Cancer Treat Rev 2025; 137:102957. [PMID: 40381528 DOI: 10.1016/j.ctrv.2025.102957] [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: 03/14/2025] [Revised: 05/12/2025] [Accepted: 05/13/2025] [Indexed: 05/20/2025]
Abstract
KRAS G12C mutation occurs in ∼ 14 % of non-small cell lung cancer (NSCLC) patients and has been historically deemed undruggable, with immune-checkpoint inhibitors (ICIs) and platinum-based chemotherapy (PBC) representing the standard-of-care in the advanced setting. First-in-class, covalent KRAS G12C OFF-inhibitors sotorasib and adagrasib have revolutionized the therapeutic landscape and recently entered clinical practice. However, limited efficacy alongside toxicity profiles strengthen the need to design novel molecules and to optimize therapeutic strategies to address and overcome intrinsic and acquired resistance mechanisms. Moreover, KRAS G12C frequently co-occurs with STK11/KEAP1 mutations, that represent a negative prognostic factor, being associated with increased metastatic potential and reduced overall survival and poorer outcomes with ICIs. Furthermore, the high incidence of brain metastases is common in KRAS G12C-mutant NSCLC, and the efficacy of standard therapies and KRAS G12C inhibitors in treating or preventing central nervous system involvement is still suboptimal. In this context, novel inhibitors, such as broad-spectrum inhibitors targeting the active GTP-bound ON-state, pan-RAS ON inhibitors and allele-selective tricomplex inhibitors, have showed promising early clinical activity although their clinical utility needs to be further elucidated. In addition, targeting upstream, downstream and parallel signaling pathways through combination strategies might enhance the activity of KRAS G12C inhibitors and eventually improve clinical outcomes in this subset of NSCLC patients. Several combinations are currently under clinical investigation and promising approaches include combinations of KRAS G12C inhibitors with ICIs, SOS1, SHP2 inhibitors and PBC. Notwithstanding the potential improved efficacy of combination strategies, tolerability remains a critical challenge that must be carefully assessed and managed.
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Affiliation(s)
- Ilaria Attili
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Carla Corvaja
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Pamela Trillo Aliaga
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Ester Del Signore
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Gianluca Spitaleri
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Antonio Passaro
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, 20141 Milan, Italy.
| | - Filippo de Marinis
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, 20141 Milan, Italy
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Riedl JM, Fece de la Cruz F, Lin JJ, Parseghian C, Kim JE, Matsubara H, Barnes H, Caughey B, Norden BL, Morales-Giron AA, Kushner EW, Ehnstrom S, Nakamura H, Patel PS, Ellis H, Pappas L, Vakaris A, Gainor JF, Kopetz S, Klempner SJ, Parikh AR, Hata AN, Heist RS, Corcoran RB. Genomic landscape of clinically acquired resistance alterations in patients treated with KRAS G12C inhibitors. Ann Oncol 2025; 36:682-692. [PMID: 39914665 PMCID: PMC12097956 DOI: 10.1016/j.annonc.2025.01.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 01/24/2025] [Accepted: 01/27/2025] [Indexed: 02/13/2025] Open
Abstract
BACKGROUND Mutant-selective inhibitors of KRASG12C (KRASG12Ci) have demonstrated efficacy in KRASG12C cancers. However, resistance invariably develops, resulting in short-lived responses. We aimed to define the genomic landscape of acquired resistance to KRASG12Ci and to elucidate whether novel classes of KRAS inhibitors can overcome these resistance mechanisms. METHODS To assess clinical frequencies of acquired resistance alterations, we evaluated genomic sequencing data from postprogression cell-free DNA samples in patients treated with KRASG12Ci at two United States cancer centers, alongside data from six previously published studies. Cell viability assays using engineered cell models were employed to functionally validate candidate resistance drivers and to evaluate novel classes of KRAS inhibitors. RESULTS A total of 143 patients were analyzed. Most patients had non-small-cell lung cancer (NSCLC, n = 68) or colorectal cancer (CRC, n = 58) and were treated with single-agent KRASG12Ci (n = 109) or combined with anti-EGFR antibodies (n = 30). RAS/MAPK alterations emerged in 46% of patients (n = 66), with 39% developing one or more new KRAS alterations (n = 56) and 23% (n = 33) showing multiple concurrent alterations. The genomic landscape of acquired alterations included KRAS-activating mutations (25% of patients), KRAS amplifications (22%), RAF/MAPK mutations/fusions (21%), KRAS switch-II pocket mutations (14%), and NRAS/HRAS mutations (8%). Notably, the proportion of patients with one or more acquired RAS/MAPK alteration was significantly higher in CRC compared with NSCLC (69% versus 26%, P < 0.001). Functional studies confirmed most alterations as resistance drivers. Sotorasib, adagrasib, and divarasib demonstrated distinct activity against KRAS switch-II pocket mutations, yet all were responsive to the RAS(ON) G12C-selective tri-complex inhibitor RM-018. The KRAS-selective inhibitor Pan KRAS-IN-1 effectively targeted KRAS-activating mutations, and the RAS(ON) multiselective tri-complex inhibitor RMC-7797 demonstrated high potency across all RAS alterations. CONCLUSIONS Acquired RAS/MAPK alterations are recurrent drivers of resistance to KRASG12Ci detected in CRC and, less frequently, in NSCLC. Preclinical data suggest that novel (K)RAS inhibitors may overcome many of these resistance alterations.
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Affiliation(s)
- J M Riedl
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA; Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - F Fece de la Cruz
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - J J Lin
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - C Parseghian
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - J E Kim
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA; Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - H Matsubara
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - H Barnes
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - B Caughey
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - B L Norden
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - A A Morales-Giron
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - E W Kushner
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - S Ehnstrom
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - H Nakamura
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - P S Patel
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - H Ellis
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - L Pappas
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - A Vakaris
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - J F Gainor
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - S Kopetz
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - S J Klempner
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - A R Parikh
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - A N Hata
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - R S Heist
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | - R B Corcoran
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA.
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Tong X, Lin G, Ji H. "Dr. Jekyll and Mr. Hyde": AT2 Cells in Lung Regeneration and Tumor Development. Cancer Res 2025; 85:1753-1754. [PMID: 40126536 DOI: 10.1158/0008-5472.can-25-1177] [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: 03/14/2025] [Accepted: 03/19/2025] [Indexed: 03/25/2025]
Abstract
Alveolar type II cells, the primary stem cell population in the distal lung epithelium, are known to be the most common cell of origin for lung adenocarcinoma. A recent study published in Cell Stem Cell reveals that KRASG12D-mutant alveolar type II cells hijack lung regeneration programs to initiate lung adenocarcinoma, resembling "Dr. Jekyll and Mr. Hyde" in which their "Jekyll" side promotes tissue repair, whereas their "Hyde" side drives tumorigenesis. Sustained NF-κB activation drives lineage infidelity, enabling these mutant cells to bypass normal differentiation, remodel the surrounding microenvironment, and, ultimately, promote tumorigenesis.
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Affiliation(s)
- Xinyuan Tong
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Gen Lin
- Beijing Chest Hospital, Capital Medical University & Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Hongbin Ji
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
- School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China
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Shen Y, Chen JQ, Li XP. Differences between lung adenocarcinoma and lung squamous cell carcinoma: Driver genes, therapeutic targets, and clinical efficacy. Genes Dis 2025; 12:101374. [PMID: 40083325 PMCID: PMC11904499 DOI: 10.1016/j.gendis.2024.101374] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 05/15/2024] [Accepted: 06/22/2024] [Indexed: 03/16/2025] Open
Abstract
With the rapid advancements in second-generation gene sequencing technologies, a growing number of driver genes and associated therapeutic targets have been unveiled for lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). While they are clinically classified as non-small cell lung cancer (NSCLC), they display distinct genomic features and substantial variations in clinical efficacy, underscoring the need for particular attention. Hence, this review provides a comprehensive overview of the latest advancements in driver genes, epigenetic targets, chemotherapy, targeted therapy, and immunotherapy for LUAD and LUSC. Additionally, it delves into the distinctions in signaling pathways and pivotal facets of clinical management specific to these two categories of lung cancer. Moreover, we furnish pertinent details regarding clinical trials pertaining to driver genes and epigenetics, thus establishing a theoretical foundation for the realization of precision treatments for LUAD and LUSC.
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Affiliation(s)
- Yue Shen
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Jie-Qi Chen
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Xiang-Ping Li
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
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Guo J, Li N, Liu Q, Hao Z, Zhu G, Wang X, Wang H, Pan Q, Xu B, Han Y, Zhang G, Lian Y, Zhang W, Gu Y, Lin N, Zeng X, Jin Z, Lan W, Jiang J, Gao D, Dong L, Yuan H, Liang C, Qin J. KMT2C deficiency drives transdifferentiation of double-negative prostate cancer and confer resistance to AR-targeted therapy. Cancer Cell 2025:S1535-6108(25)00139-4. [PMID: 40280125 DOI: 10.1016/j.ccell.2025.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 01/25/2025] [Accepted: 04/03/2025] [Indexed: 04/29/2025]
Abstract
Double-negative prostate cancer (DNPC), characterized by an androgen receptor (AR)- and neuroendocrine-null phenotype, frequently emerges following androgen deprivation therapy (ADT). However, our understanding of the origins and regulatory mechanisms of DNPC remains limited. Here, we discover that tumors with KMT2C mutation or loss are highly susceptible to transitioning into DNPC following ADT. We clarify that DNPC primarily stems from luminal cell transdifferentiation rather than basal cell transformation. Antiandrogen treatment induces KMT2C binding at enhancers of a subset of AR-regulated genes, preserving the adenocarcinoma lineage. KMT2C maintains ASPP2 expression via enhancer-promoter communication post-AR inhibition, while its inactivation reduces ASPP2, triggering ΔNp63-dependent transdifferentiation. This DNPC transition maintains fatty acid (FA) synthesis through ΔNp63-mediated SREBP1c transactivation, fueling DNPC growth via HRAS palmitoylation and MAPK signaling activation. These findings highlight KMT2C as an epigenetic checkpoint against DNPC development and suggest the therapeutic potential of targeting fatty acid synthesis.
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Affiliation(s)
- Jiacheng Guo
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Ni Li
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China; Jinfeng Laboratory, Chongqing 401329, China.
| | - Qiuli Liu
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, China
| | - Zongyao Hao
- Department of Urology, the First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei 230022, China
| | - Guanghui Zhu
- West China School of Public Health, West China Fourth Hospital, and State Key Laboratory of Biotherapy, Sichuan University, Chengdu 610000, China
| | - Xuege Wang
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Hanling Wang
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Qiang Pan
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China; Jinfeng Laboratory, Chongqing 401329, China
| | - Beitao Xu
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Ying Han
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China; Jinfeng Laboratory, Chongqing 401329, China
| | - Guoying Zhang
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Yannan Lian
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Wei Zhang
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Yongqiang Gu
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Naiheng Lin
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Xin Zeng
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Zige Jin
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
| | - Weihua Lan
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, China
| | - Jun Jiang
- Department of Urology, Daping Hospital, Army Medical University, Chongqing 400042, China
| | - Dong Gao
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
| | - Liang Dong
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
| | - Huairui Yuan
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China.
| | - Chaozhao Liang
- Department of Urology, the First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei 230022, China.
| | - Jun Qin
- Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China; Jinfeng Laboratory, Chongqing 401329, China.
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Zhang F, Wang B, Wu M, Zhang L, Ji M. Current status of KRAS G12C inhibitors in NSCLC and the potential for combination with anti-PD-(L)1 therapy: a systematic review. Front Immunol 2025; 16:1509173. [PMID: 40303413 PMCID: PMC12037499 DOI: 10.3389/fimmu.2025.1509173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 03/26/2025] [Indexed: 05/02/2025] Open
Abstract
In recent years, precision medicine for non-small cell lung cancer (NSCLC) has made significant strides, particularly with advancements in diagnostic and therapeutic technologies. Targeted 7therapies and Anti-PD-(L)1 Therapies have emerged as vital treatment options, yet KRAS mutations, especially KRAS G12C, have been historically difficult to address. Due to the unique activation mechanism of KRAS G12C has led to the development of specific inhibitors, such as AMG 510 and MRTX849, which show promising therapeutic potential. However, results from the CodeBreaK 200 Phase III trial indicated that AMG 510 did not significantly improve overall survival compared to docetaxel. Resistance after prolonged use of KRAS G12C inhibitors continues to pose a challenge, prompting interest in new drugs and combination strategies. KRAS mutations can impair tumor-infiltrating T cell function and create an immunosuppressive tumor microenvironment, making the combination of KRAS G12C inhibitors with anti-PD-(L)1 therapies particularly appealing. Preliminary data suggest these combinations may enhance both survival and quality of life, though safety concerns remain a barrier. Ongoing research is crucial to refine treatment regimens and identify suitable patient populations. This review focuses on the development of KRAS G12C inhibitors in monotherapy and combination therapies for NSCLC, discussing major clinical trials and future research directions.
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Affiliation(s)
| | | | | | | | - Mei Ji
- Department of Oncology, The Third Affiliated Hospital of Soochow University, Changzhou, China
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Bi J, Sun Y, Guo M, Sun X, Sun J, Jiang R, Wang N, Huang G. Lysosomes: guardians and healers within cells- multifaceted perspective and outlook from injury repair to disease treatment. Cancer Cell Int 2025; 25:136. [PMID: 40205430 PMCID: PMC11984033 DOI: 10.1186/s12935-025-03771-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 03/28/2025] [Indexed: 04/11/2025] Open
Abstract
Lysosomes, as crucial organelles within cells, carry out diverse biological functions such as waste degradation, regulation of the cellular environment, and precise control of cell signaling. This paper reviews the core functions and structural characteristics of lysosomes, and delves into the current research status of lysosomes damage repair mechanisms. Subsequently, we explore in depth the close association between lysosomes and various diseases, including but not limited to age-related chronic diseases, neuro-degenerative diseases, tumors, inflammation, and immune imbalance. Additionally, we also provide a detailed discussion of the application of lysosome-targeted substances in the field of regenerative medicine, especially the enormous potential demonstrated in key areas such as stem cell regulation and therapy, and myocardial cell repair. Though the integration of multidisciplinary research efforts, we believe that lysosomes damage repair mechanisms will demonstrate even greater application value in disease treatment and regenerative medicine.
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Affiliation(s)
- Jianlei Bi
- Department of Medical Oncology, The Second Hospital of Dalian Medical University, No. 467 Zhongshan Road, Shahekou District, Dalian, 116023, Liaoning, China
| | - Yincong Sun
- Institute for Genome Engineered Animal Models of Human Diseases, National Center of Genetically Engineered Animal Models for International Research, Dalian Medical University, Dalian, 116044, Liaoning, China
- College of Basic Medical Sciences, Dalian Medical University, Dalian, 116044, Liaoning, China
| | - Meihua Guo
- Institute for Genome Engineered Animal Models of Human Diseases, National Center of Genetically Engineered Animal Models for International Research, Dalian Medical University, Dalian, 116044, Liaoning, China
| | - Xiaoxin Sun
- College of Integrative Medicine, Dalian Medical University, Dalian, 116044, Liaoning, P.R. China
| | - Jie Sun
- Institute for Genome Engineered Animal Models of Human Diseases, National Center of Genetically Engineered Animal Models for International Research, Dalian Medical University, Dalian, 116044, Liaoning, China
| | - Rujiao Jiang
- Institute for Genome Engineered Animal Models of Human Diseases, National Center of Genetically Engineered Animal Models for International Research, Dalian Medical University, Dalian, 116044, Liaoning, China
| | - Ning Wang
- Institute for Genome Engineered Animal Models of Human Diseases, National Center of Genetically Engineered Animal Models for International Research, Dalian Medical University, Dalian, 116044, Liaoning, China.
| | - Gena Huang
- Department of Medical Oncology, The Second Hospital of Dalian Medical University, No. 467 Zhongshan Road, Shahekou District, Dalian, 116023, Liaoning, China.
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Jin Z, Zhou X, Fang Z. DelaySSA: stochastic simulation of biochemical systems and gene regulatory networks with or without time delays. PLoS Comput Biol 2025; 21:e1012919. [PMID: 40198732 PMCID: PMC11977973 DOI: 10.1371/journal.pcbi.1012919] [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: 10/08/2024] [Accepted: 02/26/2025] [Indexed: 04/10/2025] Open
Abstract
Stochastic Simulation Algorithm (SSA) is crucial for modeling biochemical reactions and gene regulatory networks. Traditional SSA is characterized by Markovian property and cannot naturally model systems with time delays. Several algorithms have already been designed to handle delayed reactions, yet few easy-to-use implementations exist. To address these challenges, we have developed DelaySSA, an R package that implements currently available algorithms for SSA with or without delays. Meanwhile, we also provided Matlab and Python versions to support wider applications. We demonstrated its accuracy and validity by simulating two classical models: the Bursty model and Refractory model. We then tested its capability to simulate the RNA Velocity model, where it successfully reproduced both the up- and down-regulation stages in the phase portrait. Finally, we extended its application to simulate a gene regulatory network of lung cancer adeno-to-squamous transition (AST) and qualitatively analyzed its bistability behavior by approximating the Waddington's landscape. Modeling the therapeutic intervention of a SOX2 degrader as a delayed degradation reaction, AST is effectively blocked and reprogrammed back to the adenocarcinoma state, providing a useful clue for targeting drug-resistant AST in the future. Taken together, DelaySSA is a powerful and easy-to-use software suite, facilitating accurate modeling of various kinds of biological systems and broadening the scope of stochastic simulations in systems biology.
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Affiliation(s)
- Ziyan Jin
- Department of Colorectal Surgery and Oncology of the Second Affiliated Hospital, and Centre of Biomedical Systems and Informatics of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Xinyi Zhou
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China
| | - Zhaoyuan Fang
- Department of Colorectal Surgery and Oncology of the Second Affiliated Hospital, and Centre of Biomedical Systems and Informatics of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
- Edinburgh Medical School, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, United Kingdom
- Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Hangzhou, China
- Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
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Negrao MV, Paula AG, Molkentine D, Hover L, Nilsson M, Vokes N, Engstrom L, Calinisan A, Briere DM, Waters L, Hallin J, Diao L, Altan M, Blumenschein GR, Skoulidis F, Wang J, Kopetz SE, Hong DS, Gibbons DL, Olson P, Christensen JG, Heymach JV. Impact of Co-mutations and Transcriptional Signatures in Non-Small Cell Lung Cancer Patients Treated with Adagrasib in the KRYSTAL-1 Trial. Clin Cancer Res 2025; 31:1069-1081. [PMID: 39804166 PMCID: PMC11911804 DOI: 10.1158/1078-0432.ccr-24-2310] [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: 07/24/2024] [Revised: 10/01/2024] [Accepted: 01/09/2025] [Indexed: 03/18/2025]
Abstract
PURPOSE KRAS inhibitors are revolutionizing the treatment of non-small cell lung cancer (NSCLC), but clinico-genomic determinants of treatment efficacy warrant continued exploration. EXPERIMENTAL DESIGN Patients with advanced KRASG12C-mutant NSCLC treated with adagrasib [KRYSTAL-1 (NCT03785249)] were included in the analysis. Pretreatment next-generation sequencing data were collected per protocol. HTG EdgeSeq Transcriptome Panel was used for gene expression profiling. Clinical endpoints included objective response, progression-free survival (PFS), and overall survival (OS). KRASG12C-mutant NSCLC cell lines and xenograft models were used for sensitivity analyses and combination drug screens. RESULTS KEAP1 MUT and STK11MUT were associated with shorter survival to adagrasib [KEAP1: PFS 4.1 vs. 9.9 months, HR 2.7, P < 0.01; OS 5.4 vs. 19.0 months, HR 3.6, P < 0.01; STK11: PFS 4.2 vs. 11.0 months, HR 2.2, P < 0.01; OS 9.8 months vs. not reached (NR), HR 2.6, P < 0.01]. KEAP1WT/STK11WT status identified adagrasib-treated patients with significantly longer PFS (16.9 months) and OS (NR). Preclinical analyses further validate the association between KEAP1 loss of function and adagrasib resistance. Adagrasib and mTOR inhibitor combinations produced higher treatment efficacy in NSCLC models harboring STK11 and KEAP1 co-mutations. NRF2HIGH signaling was associated with shorter survival to adagrasib (PFS: 4.2 vs. 8.4 months, HR 2.0, P = 0.02; OS: 6.5 vs. 19.0 months, HR 2.8, P < 0.01) even in patients with KEAP1WT NSCLC. KEAP1WT/STK11WT/NRF2LOW status identified patients-32%-with longer survival to adagrasib (PFS 12.0 vs. 4.2 months, HR 0.2, P < 0.01; OS NR vs. 8.0 months, HR 0.1, P < 0.01). CONCLUSIONS KEAP1, STK11, and NRF2 status define patients with KRASG12C-mutant NSCLC with markedly distinct outcomes to adagrasib. These results further support the use of genomic features-mutational and nonmutational-for the treatment selection of patients with KRASG12C-mutant NSCLC.
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Affiliation(s)
- Marcelo V. Negrao
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Alvaro G. Paula
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - David Molkentine
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | | | - Monique Nilsson
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Natalie Vokes
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Lars Engstrom
- Mirati Therapeutics, Inc., a Bristol Myers Squibb Company, San Diego, California
| | - Andrew Calinisan
- Mirati Therapeutics, Inc., a Bristol Myers Squibb Company, San Diego, California
| | - David M. Briere
- Mirati Therapeutics, Inc., a Bristol Myers Squibb Company, San Diego, California
| | - Laura Waters
- Mirati Therapeutics, Inc., a Bristol Myers Squibb Company, San Diego, California
| | - Jill Hallin
- Mirati Therapeutics, Inc., a Bristol Myers Squibb Company, San Diego, California
| | - Lixia Diao
- Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mehmet Altan
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - George R. Blumenschein
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Ferdinandos Skoulidis
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Jing Wang
- Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Scott E. Kopetz
- Department of Gastro-Intestinal Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - David S. Hong
- Department of Investigational Cancer Therapeutics, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Don L. Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Peter Olson
- Mirati Therapeutics, Inc., a Bristol Myers Squibb Company, San Diego, California
| | - James G. Christensen
- Mirati Therapeutics, Inc., a Bristol Myers Squibb Company, San Diego, California
| | - John V. Heymach
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas
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10
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Izzo LT, Reyes T, Meesala S, Ireland AS, Yang S, Sunil HS, Cheng XC, Tserentsoodol N, Hawgood SB, Patz EF, Witt BL, Tyson DR, O’Donnell KA, Oliver TG. KLF4 promotes a KRT13+ hillock-like state in squamous lung cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.10.641898. [PMID: 40161723 PMCID: PMC11952405 DOI: 10.1101/2025.03.10.641898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Lung squamous cell carcinoma (LUSC) is basal-like subtype of lung cancer with limited treatment options. While prior studies have identified tumor-propagating cell states in squamous tumors, the broader landscape of intra-tumoral heterogeneity within LUSC remains poorly understood. Here, we employ Sox2-driven mouse models, organoid cultures, and single-cell transcriptomic analyses to uncover previously unrecognized levels of cell fate diversity within LUSC. Specifically, we identify a KRT13+ hillock-like population of slower-dividing tumor cells characterized by immunomodulatory gene expression signatures. The tumor hillock-like state is conserved across multiple animal models and is present in the majority of human LUSCs as well as head and neck and esophageal squamous tumors. Our findings shed light on the cellular origins of lung hillock-like states: normal club cells give rise to tumors with luminal hillock-like populations, while basal-like tumor-propagating cells transition into basal hillock-like states, resembling homeostatic cellular responses to lung injury. Mechanistically, we identify KLF4 as a key transcriptional regulator of the hillock-like state, both necessary and sufficient to induce KRT13 expression. Together, these results provide new molecular insights into cell fate plasticity that underlies intra-tumoral heterogeneity in LUSC, offering potential avenues for new therapeutic strategies.
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Affiliation(s)
- Luke T. Izzo
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Tony Reyes
- Department of Oncological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
| | - Srijan Meesala
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Abbie S. Ireland
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Steven Yang
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Hari Shankar Sunil
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Xiao Chun Cheng
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Nomi Tserentsoodol
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Sarah B. Hawgood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Edward F. Patz
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
- Department of Radiology, Duke University, Durham, NC, 27710, USA
| | - Benjamin L. Witt
- Department of Pathology, University of Utah, Salt Lake City, UT, 84112, USA
| | - Darren R. Tyson
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
| | - Kathryn A. O’Donnell
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Trudy G. Oliver
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, 27710, USA
- Department of Oncological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
- Lead contact: Trudy G. Oliver
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11
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Middleton G, Robbins HL, Fletcher P, Savage J, Mehmi M, Summers Y, Greystoke A, Steele N, Popat S, Jain P, Spicer J, Cave J, Shaw P, Gilligan D, Power D, Fennell D, Bajracharya M, McBride DJ, Maheswari U, Frankell AM, Swanton C, Beggs AD, Billingham L. A phase II trial of mTORC1/2 inhibition in STK11 deficient non small cell lung cancer. NPJ Precis Oncol 2025; 9:67. [PMID: 40069402 PMCID: PMC11897347 DOI: 10.1038/s41698-025-00838-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 02/10/2025] [Indexed: 03/15/2025] Open
Abstract
There are no current stratified medicine options for STK11-deficient NSCLC. STK11 loss mediates mTORC activation, GLUT1 up-regulation and increased glycolysis. This metabolic reprogramming might represent a therapeutic vulnerability targetable with mTORC1/2 inhibition. In arm B2 of the National Lung Matrix Trial 54 patients with NSCLC received vistusertib, of which 49 were STK11-deficient (30 with KRAS mutation (B2D), 19 without (B2S)). Objective response (OR) and durable clinical benefit (DCB) rates with 95% credible intervals (CrI) were estimated from posterior probability distributions generated using Bayesian beta-binomial conjugate analysis. In B2D, 2 per-protocol patients obtained OR (estimated true OR rate (95%CrI) 9.8% (2.4-24.3). Estimates of true DCB rate (95%CrI): B2D 24.4% (11.1-42.3), B2S 14.6% (3.6-34.7). Overall, vistusertib cannot be recommended in this context. Longitudinal ctDNA analysis demonstrates enrichment of SMARCA4 mutations post-treatment. In vitro studies show adaptive resistance to mTORC1/2 inhibition via AKT reactivation. (NCT02664935, ISRCTN38344105, EudraCT 2014-000814-73, 10 June 2015).
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Affiliation(s)
- Gary Middleton
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
- Department of Immunology & Immunotherapy, University of Birmingham, Birmingham, UK.
| | - Helen L Robbins
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Department of Immunology & Immunotherapy, University of Birmingham, Birmingham, UK
| | - Peter Fletcher
- Cancer Research UK Clinical Trials Unit, University of Birmingham, Birmingham, UK
| | - Joshua Savage
- Cancer Research UK Clinical Trials Unit, University of Birmingham, Birmingham, UK
| | - Manita Mehmi
- Cancer Research UK Clinical Trials Unit, University of Birmingham, Birmingham, UK
| | | | | | | | | | - Pooja Jain
- St James's University Hospital, Leeds, UK
| | - James Spicer
- King's College London, Guy's Hospital, London, UK
| | - Judith Cave
- Southampton University Hospitals NHS Trust, Southampton, UK
| | | | | | | | | | | | | | | | - Alexander M Frankell
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Andrew D Beggs
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Department of Cancer & Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Lucinda Billingham
- Cancer Research UK Clinical Trials Unit, University of Birmingham, Birmingham, UK
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12
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Yang J, Zhou F, Luo X, Fang Y, Wang X, Liu X, Xiao R, Jiang D, Tang Y, Yang G, You L, Zhao Y. Enhancer reprogramming: critical roles in cancer and promising therapeutic strategies. Cell Death Discov 2025; 11:84. [PMID: 40032852 DOI: 10.1038/s41420-025-02366-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 01/24/2025] [Accepted: 02/19/2025] [Indexed: 03/05/2025] Open
Abstract
Transcriptional dysregulation is a hallmark of cancer initiation and progression, driven by genetic and epigenetic alterations. Enhancer reprogramming has emerged as a pivotal driver of carcinogenesis, with cancer cells often relying on aberrant transcriptional programs. The advent of high-throughput sequencing technologies has provided critical insights into enhancer reprogramming events and their role in malignancy. While targeting enhancers presents a promising therapeutic strategy, significant challenges remain. These include the off-target effects of enhancer-targeting technologies, the complexity and redundancy of enhancer networks, and the dynamic nature of enhancer reprogramming, which may contribute to therapeutic resistance. This review comprehensively encapsulates the structural attributes of enhancers, delineates the mechanisms underlying their dysregulation in malignant transformation, and evaluates the therapeutic opportunities and limitations associated with targeting enhancers in cancer.
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Affiliation(s)
- Jinshou Yang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Feihan Zhou
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Xiyuan Luo
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Yuan Fang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Xing Wang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Xiaohong Liu
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Ruiling Xiao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Decheng Jiang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Yuemeng Tang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China
| | - Gang Yang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China.
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China.
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China.
| | - Lei You
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China.
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China.
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China.
| | - Yupei Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China.
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China.
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing, PR China.
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13
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Trelford CB, Shepherd TG. Insights into targeting LKB1 in tumorigenesis. Genes Dis 2025; 12:101402. [PMID: 39735555 PMCID: PMC11681833 DOI: 10.1016/j.gendis.2024.101402] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 06/03/2024] [Accepted: 06/22/2024] [Indexed: 12/31/2024] Open
Abstract
Genetic alterations to serine-threonine kinase 11 (STK11) have been implicated in Peutz-Jeghers syndrome and tumorigenesis. Further exploration of the context-specific roles of liver kinase B1 (LKB1; encoded by STK11) observed that it regulates AMP-activated protein kinase (AMPK) and AMPK-related kinases. Given that both migration and proliferation are enhanced with the loss of LKB1 activity combined with the prevalence of STK11 genetic alterations in cancer biopsies, LKB1 was marked as a tumor suppressor. However, the role of LKB1 in tumorigenesis is paradoxical as LKB1 activates autophagy and reactive oxygen species scavenging while dampening anoikis, which contribute to cancer cell survival. Due to the pro-tumorigenic properties of LKB1, targeting LKB1 pathways is now relevant for cancer treatment. With the recent successes of targeting LKB1 signaling in research and clinical settings, and enhanced cytotoxicity of chemical compounds in LKB1-deficient tumors, there is now a need for LKB1 inhibitors. However, validating LKB1 inhibitors is challenging as LKB1 adaptor proteins, nucleocytoplasmic shuttling, and splice variants all manipulate LKB1 activity. Furthermore, STE-20-related kinase adaptor protein (STRAD) and mouse protein 25 dictate LKB1 cellular localization and kinase activity. For these reasons, prior to assessing the efficacy and potency of pharmacological candidates, the functional status of LKB1 needs to be defined. Therefore, to improve the understanding of LKB1 in physiology and oncology, this review highlights the role of LKB1 in tumorigenesis and addresses the therapeutic relevancy of LKB1 inhibitors.
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Affiliation(s)
- Charles B. Trelford
- The Mary & John Knight Translational Ovarian Cancer Research Unit, London Regional Cancer Program, London, ON N6A 4L6, Canada
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Trevor G. Shepherd
- The Mary & John Knight Translational Ovarian Cancer Research Unit, London Regional Cancer Program, London, ON N6A 4L6, Canada
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
- Department of Obstetrics and Gynaecology, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
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14
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Tanaka N, Ebi H. Mechanisms of Resistance to KRAS Inhibitors: Cancer Cells' Strategic Use of Normal Cellular Mechanisms to Adapt. Cancer Sci 2025; 116:600-612. [PMID: 39726416 PMCID: PMC11875783 DOI: 10.1111/cas.16441] [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: 08/29/2024] [Revised: 11/28/2024] [Accepted: 12/16/2024] [Indexed: 12/28/2024] Open
Abstract
KRAS was long deemed undruggable until the discovery of the switch-II pocket facilitated the development of specific KRAS inhibitors. Despite their introduction into clinical practice, resistance mechanisms can limit their effectiveness. Initially, tumors rely on mutant KRAS, but as they progress, they may shift to alternative pathways, resulting in intrinsic resistance. This resistance can stem from mechanisms like epithelial-to-mesenchymal transition (EMT), YAP activation, or KEAP1 mutations. KRAS inhibition often triggers cellular rewiring to counteract therapeutic pressure. For instance, feedback reactivation of signaling pathways such as MAPK, mediated by receptor tyrosine kinases, supports tumor cell survival. Inhibiting KRAS disrupts protein homeostasis, but reactivation of MAPK or AKT can restore it, aiding tumor cell survival. KRAS inhibition also causes metabolic reprogramming and protein re-localization. The re-localization of E-cadherin and Scribble from the membrane to the cytosol causes YAP to translocate to the nucleus, where it drives MRAS transcription, leading to MAPK reactivation. Emerging evidence indicates that changes in cell identity, such as mucinous differentiation, shifts from alveolar type 2 to type 1 cells, or lineage switching from adenocarcinoma to squamous cell carcinoma, also contribute to resistance. In addition to these nongenetic mechanisms, secondary mutations in KRAS or alterations in upstream/downstream signaling proteins can cause acquired resistance. Secondary mutations in the switch-II pocket disrupt drug binding, and known oncogenic mutations affect drug efficacy. Overcoming these resistance mechanisms involves enhancing the efficacy of drugs targeting mutant KRAS, developing broad-spectrum inhibitors, combining therapies targeting multiple pathways, and integrating immune checkpoint inhibitors.
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Affiliation(s)
- Noritaka Tanaka
- Division of Molecular TherapeuticsAichi Cancer Center Research InstituteNagoyaJapan
| | - Hiromichi Ebi
- Division of Molecular TherapeuticsAichi Cancer Center Research InstituteNagoyaJapan
- Division of Advanced Cancer TherapeuticsNagoya University Graduate School of MedicineNagoyaAichiJapan
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15
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Jiang X, Wang T, Zhao B, Sun H, Dong Y, Ma Y, Li Z, Wu Y, Wang K, Guan X, Long B, Qin L, Shi W, Shi L, He Q, Liu W, Li M, Xiao L, Zhou C, Sun H, Yang J, Guan J, Zhou H, Yu Z, Jiao Z. KRAS G12D-driven pentose phosphate pathway remodeling imparts a targetable vulnerability synergizing with MRTX1133 for durable remissions in PDAC. Cell Rep Med 2025; 6:101966. [PMID: 39970873 PMCID: PMC11866490 DOI: 10.1016/j.xcrm.2025.101966] [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: 06/24/2024] [Revised: 11/04/2024] [Accepted: 01/16/2025] [Indexed: 02/21/2025]
Abstract
The KRASG12D inhibitor MRTX1133 shows the potential to revolutionize the treatment paradigm for pancreatic ductal adenocarcinoma (PDAC), yet presents challenges. Our findings indicate that KRASG12D remodels a pentose phosphate pathway (PPP)-dominant central carbon metabolism pattern, facilitating malignant progression and resistance to MRTX1133 in PDAC. Mechanistically, KRASG12D drives excessive degradation of p53 and glucose-6-phosphate dehydrogenase (G6PD)-mediated PPP reprogramming through retinoblastoma (Rb)/E2F1/p53 axis-regulated feedback loops that amplify ubiquitin-conjugating enzyme E2T (UBE2T) transcription. Genetic ablation or pharmacological inhibition of UBE2T significantly suppresses PDAC progression and potentiates MRTX1133 efficacy. Leveraging structure advantages of the UBE2T inhibitor pentagalloylglucose (PGG), we develop a self-assembling nano co-delivery system with F-127, PGG, and MRTX1133. This system enhances the efficacy of PGG and MRTX1133, achieving durable remissions (85% overall response rate) and long-term survival (100% progression-free survival) in patient-derived xenografts and spontaneous PDAC mice. This study reveals the role of KRASG12D-preferred PPP reprogramming in MRTX1133 resistance and proposes a potentially therapeutic strategy for KRASG12D-mutated PDAC.
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Affiliation(s)
- Xiangyan Jiang
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Tao Wang
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Bin Zhao
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Haonan Sun
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Yuman Dong
- Gansu Province High-Altitude High-Incidence Cancer Biobank, Lanzhou University Second Hospital, Lanzhou 730000, China; Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou 730000, China; State Key Laboratory of Applied Organic Chemistry, Lanzhou University, Lanzhou 730000, China
| | - Yong Ma
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Zhigang Li
- The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Yuxia Wu
- The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Keshen Wang
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Xiaoying Guan
- Department of Pathology, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Bo Long
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Long Qin
- Gansu Province High-Altitude High-Incidence Cancer Biobank, Lanzhou University Second Hospital, Lanzhou 730000, China; Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Wengui Shi
- Gansu Province High-Altitude High-Incidence Cancer Biobank, Lanzhou University Second Hospital, Lanzhou 730000, China; Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Lei Shi
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Qichen He
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Wenbo Liu
- The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Mingdou Li
- The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Lixia Xiao
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; The Second Clinical Medical School, Lanzhou University, Lanzhou 730000, China
| | - Chengliang Zhou
- Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6500 HB Nijmegen, the Netherlands
| | - Hui Sun
- Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Jing Yang
- Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Junhong Guan
- Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Huinian Zhou
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Zeyuan Yu
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; Gansu Province High-Altitude High-Incidence Cancer Biobank, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Zuoyi Jiao
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China; Gansu Province High-Altitude High-Incidence Cancer Biobank, Lanzhou University Second Hospital, Lanzhou 730000, China.
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16
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Henick BS, Taylor AM, Nakagawa H, Wong KK, Diehl JA, Rustgi AK. Squamous cell cancers of the aero-upper digestive tract: A unified perspective on biology, genetics, and therapy. Cancer Cell 2025; 43:178-194. [PMID: 39933897 PMCID: PMC11875029 DOI: 10.1016/j.ccell.2025.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 10/23/2024] [Accepted: 01/10/2025] [Indexed: 02/13/2025]
Abstract
Squamous cell cancers (SCCs) of the head and neck, esophagus, and lung, referred to as aero-upper digestive SCCs, are prevalent in the United States and worldwide. Their incidence and mortality are projected to increase at alarming rates, posing diagnostic, prognostic, and therapeutic challenges. These SCCs share certain epigenetic, genomic, and genetic alterations, immunologic properties, environmental exposures, as well as lifestyle and nutritional risk factors, which may underscore common complex gene-environmental interactions across them. This review focuses upon the frequent shared epigenetic, genomic, and genetic alterations, emerging preclinical model systems, and how this collective knowledge can be leveraged into perspectives on standard of care therapies and mechanisms of resistance, nominating new potential directions in translational therapeutics.
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Affiliation(s)
- Brian S Henick
- Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA; Division of Hematology-Oncology, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
| | - Alison M Taylor
- Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA; Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
| | - Hiroshi Nakagawa
- Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA; Division of Digestive and Liver Diseases, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
| | - Kwok-Kin Wong
- Division of Hematology-Oncology, Department of Medicine, NYU Perlmutter Cancer Center, New York, NY, USA
| | - J Alan Diehl
- Department of Biochemistry, Case Western Reserve Comprehensive Cancer Center, Cleveland, OH, USA
| | - Anil K Rustgi
- Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA; Division of Digestive and Liver Diseases, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
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17
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Isermann T, Sers C, Der CJ, Papke B. KRAS inhibitors: resistance drivers and combinatorial strategies. Trends Cancer 2025; 11:91-116. [PMID: 39732595 DOI: 10.1016/j.trecan.2024.11.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 11/20/2024] [Accepted: 11/22/2024] [Indexed: 12/30/2024]
Abstract
In 1982, the RAS genes HRAS and KRAS were discovered as the first human cancer genes, with KRAS later identified as one of the most frequently mutated oncogenes. Yet, it took nearly 40 years to develop clinically effective inhibitors for RAS-mutant cancers. The discovery in 2013 by Shokat and colleagues of a druggable pocket in KRAS paved the way to FDA approval of the first covalently binding KRASG12C inhibitors, sotorasib and adagrasib, in 2021 and 2022, respectively. However, rather than marking the end of a successful assault on the Mount Everest of cancer research, this landmark only revealed new challenges in RAS drug discovery. In this review, we highlight the progress on defining resistance mechanisms and developing combination treatment strategies to improve patient responses to KRAS therapies.
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Affiliation(s)
- Tamara Isermann
- Charité - Universitätsmedizin Berlin, Institute of Pathology, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christine Sers
- Charité - Universitätsmedizin Berlin, Institute of Pathology, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Channing J Der
- Charité - Universitätsmedizin Berlin, Institute of Pathology, Berlin, Germany; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Bjoern Papke
- Charité - Universitätsmedizin Berlin, Institute of Pathology, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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18
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Zou J, Han W, Hu Y, Zeng C, Li J, Lei W, Cao J, Fei Q, Shao M, Yi J, Cheng Z, Wang L, Wu F, Liu W. Gene mutation, clinical characteristics and pathology in resectable lung adenocarcinoma. World J Surg Oncol 2025; 23:16. [PMID: 39844176 PMCID: PMC11752792 DOI: 10.1186/s12957-025-03680-x] [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: 11/21/2024] [Accepted: 01/19/2025] [Indexed: 01/24/2025] Open
Abstract
OBJECTIVE With the wide use of CT scan in clinical practice, more lung cancer was diagnosed in resectable stage. Pathological examination and genetic testing have become a routine procedure for lung adenocarcinoma following radical resection. This study analyzed special pathological components and gene mutations to explore their relationship with clinical characteristics and overall survival. METHODS Clinical, pathological, and gene mutation data from 1,118 patients were collected. All patients underwent surgery at the Department of Thoracic Surgery, the Second Xiangya Hospital of Central South University. Patients were grouped based on pathological components and gene mutations. Differences in clinical features and overall survival were analyzed as well. RESULTS Patients with mucinous, neuroendocrine, and poor-differentiated components were presented with more prognostic risk factors, including pleural invasion, carcinothrombosis, STAS, and advanced stages, along with varying frequencies of gene mutations. These factors significantly shortened overall survival. ALK and KRAS mutations were also associated with risk factors such as solid nodules, pleural invasion, STAS, and later stages. However, a significant reduction in overall survival was observed only in patients with the KRAS mutation. Relationship between gene mutations and pathological components still requires further investigation. CONCLUSION Special pathological components (mucinous, neuroendocrine, and poor-differentiated) and gene mutations had an influence on biological behavior of tumors, resulting in different clinical characteristics and prognosis.
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Affiliation(s)
- Ji'an Zou
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Wei Han
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Yan Hu
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Chao Zeng
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Jina Li
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Weixuan Lei
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Jieming Cao
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Quanming Fei
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Mengqi Shao
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Junqi Yi
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Zeyu Cheng
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Li Wang
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Fang Wu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Cancer Mega-Data Intelligent Application and Engineering Research Centre, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Hunan Key Laboratory of Early Diagnosis and Precision Therapy in Lung Cancer, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
| | - Wenliang Liu
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China.
- Hunan Key Laboratory of Early Diagnosis and Precision Treatment of Lung Cancer, The Second Xiangya Hospital of Central South University, Changsha, China.
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19
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Sui Z, Wu X, Wang J, Tan S, Zhao C, Yu Z, Wu C, Wang X, Guo L. Mesenchymal stromal cells promote the formation of lung cancer organoids via Kindlin-2. Stem Cell Res Ther 2025; 16:7. [PMID: 39789648 PMCID: PMC11715222 DOI: 10.1186/s13287-024-04128-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 12/21/2024] [Indexed: 01/12/2025] Open
Abstract
BACKGROUND Patient-derived lung cancer organoids (PD-LCOs) demonstrate exceptional potential in preclinical testing and serve as a promising model for the multimodal management of lung cancer. However, certain lung cancer cells derived from patients exhibit limited capacity to generate organoids due to inter-tumor or intra-tumor variability. To overcome this limitation, we have created an in vitro system that employs mesenchymal stromal cells (MSCs) or fibroblasts to serve as a supportive scaffold for lung cancer cells that do not form organoids. METHODS We successfully established an MSCs/fibroblast co-culture system to form LCOs. We analyzed the morphological and histological similarities between LCOs co-cultured with fibroblast and primary lung cancer lesions through HE and IF staining. We evaluated whether LCOs co-cultured with fibroblast retained the original genetic mutations of their source tumors based on WES. RNA sequencing was used to analyze the differences in gene expression profiles between LCOs co-cultured with fibroblast and paracancerous organoids (POs). Importantly, we have successfully validated the impact of Kindlin-2 on the regulation of MSCs in organoid formation through lentiviral vector-mediated interference or overexpression of kindlin-2. RESULTS Our findings demonstrate that the addition of MSCs/fibroblasts to three tumor samples, initially incapable of forming organoids by traditional methods, successfully facilitated the cultivation of tumor organoids. Importantly, these organoids co-cultured with fibroblast faithfully recapitulate the tissue morphology of original lung tumors and replicate the genetic profile observed in the parental tumors even after prolonged in vitro culture. Moreover, drug responses exhibited by these organoids co-cultured with MSCs/fibroblasts are consistent with those observed in the original tumors. Mechanistically, we have also identified kindlin-2 as a crucial regulator linking extracellular matrix (ECM) and mitochondria that influence MSC/fibroblast-mediated support for tumor organoid formation. CONCLUSION The results obtained from our research enhance the understanding of the mechanisms implicated in the formation of tumor organoids and aid in creating stronger patient-specific tumor organoid models. This advancement supports the refinement of personalized drug response assessments for use in clinical settings.
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Affiliation(s)
- Zhilin Sui
- Shenzhen Key Laboratory of Epigenetics and Precision Medicine for Cancers, Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China
| | - Xianxian Wu
- Shenzhen Key Laboratory of Epigenetics and Precision Medicine for Cancers, Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China
| | - Jiaxin Wang
- Shenzhen Key Laboratory of Epigenetics and Precision Medicine for Cancers, Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China
| | - ShihJye Tan
- Department of Biology, and Academy for Advanced Interdisciplinary Studies, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Chao Zhao
- Institute of Scientific Instrumentation, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China
| | - Zhentao Yu
- Shenzhen Key Laboratory of Epigenetics and Precision Medicine for Cancers, Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China
| | - Chuanyue Wu
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA.
| | - Xiaoxiao Wang
- College of Pharmacy, Shenzhen Technology University, Shenzhen, 518118, China.
- Department of Biology, and Academy for Advanced Interdisciplinary Studies, Southern University of Science and Technology, Shenzhen, 518055, China.
| | - Ling Guo
- Shenzhen Key Laboratory of Epigenetics and Precision Medicine for Cancers, Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China.
- Department of Biology, and Academy for Advanced Interdisciplinary Studies, Southern University of Science and Technology, Shenzhen, 518055, China.
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20
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Xu Y, Li M, Bai L. Pulmonary Epithelium Cell Fate Determination: Chronic Obstructive Pulmonary Disease, Lung Cancer, or Both. Am J Respir Cell Mol Biol 2024; 71:632-645. [PMID: 39078237 DOI: 10.1165/rcmb.2023-0448tr] [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: 12/18/2023] [Accepted: 07/30/2024] [Indexed: 07/31/2024] Open
Abstract
The concurrence of chronic obstructive pulmonary disease (COPD) and lung cancer has been widely reported and extensively addressed by pulmonologists and oncologists. However, most studies have focused on shared risk factors, DNA damage pathways, immune microenvironments, inflammation, and imbalanced proteases/antiproteases. In the present review, we explore the association between COPD and lung cancer in terms of airway pluripotent cell fate determination and discuss the various cell types and signaling pathways involved in the maintenance of lung epithelium homeostasis and their involvement in the pathogenesis of co-occurring COPD and lung cancer.
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Affiliation(s)
- Yu Xu
- Department of Clinical Oncology, Army Medical Center, and
| | - Mengxia Li
- Department of Clinical Oncology, Army Medical Center, and
| | - Li Bai
- Department of Respiratory and Critical Medicine, The Second Affiliated Hospital, Army Medical University, Chongqing, China
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21
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Ji Y, Sun Y. Advancements in Organoid Culture Technologies: Current Trends and Innovations. Stem Cells Dev 2024; 33:631-644. [PMID: 39509169 DOI: 10.1089/scd.2024.0132] [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: 11/15/2024] Open
Abstract
Organoids have emerged as valuable tools in investigating disease mechanisms, drug efficacy, and personalized medicine due to their capacity to recapitulate crucial aspects of tissue physiology, including cell-cell interactions, heterogeneity, microenvironmental cues, and drug responses. Despite their broad applicability across various research domains, conventional organoid culture methods are plagued by several limitations that hinder research progress. These limitations include the inability to faithfully recreate tissue microenvironments, immune contexts, and vascular systems. Fortunately, ongoing advancements in organoid culture techniques are addressing these shortcomings. In this review, we provide a comprehensive overview of current mainstream organoid culture protocols. By evaluating these protocols, researchers can identify the most suitable experimental methods, thereby optimizing resource allocation and experimental outcomes.
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Affiliation(s)
- Yanwei Ji
- College of Life Sciences, Jilin Agricultural University, Changchun City, People's Republic of China
| | - Yang Sun
- College of Life Sciences, Jilin Agricultural University, Changchun City, People's Republic of China
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22
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Karimzadeh M, Momen-Roknabadi A, Cavazos TB, Fang Y, Chen NC, Multhaup M, Yen J, Ku J, Wang J, Zhao X, Murzynowski P, Wang K, Hanna R, Huang A, Corti D, Nguyen D, Lam T, Kilinc S, Arensdorf P, Chau KH, Hartwig A, Fish L, Li H, Behsaz B, Elemento O, Zou J, Hormozdiari F, Alipanahi B, Goodarzi H. Deep generative AI models analyzing circulating orphan non-coding RNAs enable detection of early-stage lung cancer. Nat Commun 2024; 15:10090. [PMID: 39572521 PMCID: PMC11582319 DOI: 10.1038/s41467-024-53851-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 10/22/2024] [Indexed: 11/24/2024] Open
Abstract
Liquid biopsies have the potential to revolutionize cancer care through non-invasive early detection of tumors. Developing a robust liquid biopsy test requires collecting high-dimensional data from a large number of blood samples across heterogeneous groups of patients. We propose that the generative capability of variational auto-encoders enables learning a robust and generalizable signature of blood-based biomarkers. In this study, we analyze orphan non-coding RNAs (oncRNAs) from serum samples of 1050 individuals diagnosed with non-small cell lung cancer (NSCLC) at various stages, as well as sex-, age-, and BMI-matched controls. We demonstrate that our multi-task generative AI model, Orion, surpasses commonly used methods in both overall performance and generalizability to held-out datasets. Orion achieves an overall sensitivity of 94% (95% CI: 87%-98%) at 87% (95% CI: 81%-93%) specificity for cancer detection across all stages, outperforming the sensitivity of other methods on held-out validation datasets by more than ~ 30%.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Ti Lam
- Exai Bio Inc., Palo Alto, CA, US
| | | | | | | | | | | | - Helen Li
- Exai Bio Inc., Palo Alto, CA, US
| | | | | | - James Zou
- Stanford University, Stanford, CA, US
| | | | | | - Hani Goodarzi
- University of California, San Francisco, CA, US.
- Arc Institute, Palo Alto, CA, US.
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23
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Romero R, Chu T, González Robles TJ, Smith P, Xie Y, Kaur H, Yoder S, Zhao H, Mao C, Kang W, Pulina MV, Lawrence KE, Gopalan A, Zaidi S, Yoo K, Choi J, Fan N, Gerstner O, Karthaus WR, DeStanchina E, Ruggles KV, Westcott PMK, Chaligné R, Pe'er D, Sawyers CL. The neuroendocrine transition in prostate cancer is dynamic and dependent on ASCL1. NATURE CANCER 2024; 5:1641-1659. [PMID: 39394434 PMCID: PMC11584404 DOI: 10.1038/s43018-024-00838-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 09/06/2024] [Indexed: 10/13/2024]
Abstract
Lineage plasticity is a hallmark of cancer progression that impacts therapy outcomes, yet the mechanisms mediating this process remain unclear. Here, we introduce a versatile in vivo platform to interrogate neuroendocrine lineage transformation throughout prostate cancer progression. Transplanted mouse prostate organoids with human-relevant driver mutations (Rb1-/-; Trp53-/-; cMyc+ or Pten-/-; Trp53-/-; cMyc+) develop adenocarcinomas, but only those with Rb1 deletion advance to aggressive, ASCL1+ neuroendocrine prostate cancer (NEPC) resistant to androgen receptor signaling inhibitors. Notably, this transition requires an in vivo microenvironment not replicated by conventional organoid culture. Using multiplexed immunofluorescence and spatial transcriptomics, we reveal that ASCL1+ cells arise from KRT8+ luminal cells, progressing into transcriptionally heterogeneous ASCL1+;KRT8- NEPC. Ascl1 loss in established NEPC causes transient regression followed by recurrence, but its deletion before transplantation abrogates lineage plasticity, resulting in castration-sensitive adenocarcinomas. This dynamic model highlights the importance of therapy timing and offers a platform to identify additional lineage plasticity drivers.
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Affiliation(s)
- Rodrigo Romero
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tinyi Chu
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tania J González Robles
- Institute of Systems Genetics, Department of Precision Medicine, NYU Grossman School of Medicine, New York, NY, USA
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA
| | - Perianne Smith
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yubin Xie
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Harmanpreet Kaur
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sara Yoder
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Huiyong Zhao
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Chenyi Mao
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Wenfei Kang
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria V Pulina
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kayla E Lawrence
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anuradha Gopalan
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Samir Zaidi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Genitourinary Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kwangmin Yoo
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Korea
| | - Jungmin Choi
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Korea
| | - Ning Fan
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Olivia Gerstner
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Wouter R Karthaus
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elisa DeStanchina
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kelly V Ruggles
- Institute of Systems Genetics, Department of Precision Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | | | - Ronan Chaligné
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Dana Pe'er
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Charles L Sawyers
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
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24
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Dilly J, Hoffman MT, Abbassi L, Li Z, Paradiso F, Parent BD, Hennessey CJ, Jordan AC, Morgado M, Dasgupta S, Uribe GA, Yang A, Kapner KS, Hambitzer FP, Qiang L, Feng H, Geisberg J, Wang J, Evans KE, Lyu H, Schalck A, Feng N, Lopez AM, Bristow CA, Kim MP, Rajapakshe KI, Bahrambeigi V, Roth JA, Garg K, Guerrero PA, Stanger BZ, Cristea S, Lowe SW, Baslan T, Van Allen EM, Mancias JD, Chan E, Anderson A, Katlinskaya YV, Shalek AK, Hong DS, Pant S, Hallin J, Anderes K, Olson P, Heffernan TP, Chugh S, Christensen JG, Maitra A, Wolpin BM, Raghavan S, Nowak JA, Winter PS, Dougan SK, Aguirre AJ. Mechanisms of Resistance to Oncogenic KRAS Inhibition in Pancreatic Cancer. Cancer Discov 2024; 14:2135-2161. [PMID: 38975874 PMCID: PMC11528210 DOI: 10.1158/2159-8290.cd-24-0177] [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: 02/04/2024] [Revised: 05/08/2024] [Accepted: 06/27/2024] [Indexed: 07/09/2024]
Abstract
KRAS inhibitors demonstrate clinical efficacy in pancreatic ductal adenocarcinoma (PDAC); however, resistance is common. Among patients with KRASG12C-mutant PDAC treated with adagrasib or sotorasib, mutations in PIK3CA and KRAS, and amplifications of KRASG12C, MYC, MET, EGFR, and CDK6 emerged at acquired resistance. In PDAC cell lines and organoid models treated with the KRASG12D inhibitor MRTX1133, epithelial-to-mesenchymal transition and PI3K-AKT-mTOR signaling associate with resistance to therapy. MRTX1133 treatment of the KrasLSL-G12D/+; Trp53LSL-R172H/+; p48-Cre (KPC) mouse model yielded deep tumor regressions, but drug resistance ultimately emerged, accompanied by amplifications of Kras, Yap1, Myc, Cdk6, and Abcb1a/b, and co-evolution of drug-resistant transcriptional programs. Moreover, in KPC and PDX models, mesenchymal and basal-like cell states displayed increased response to KRAS inhibition compared to the classical state. Combination treatment with KRASG12D inhibition and chemotherapy significantly improved tumor control in PDAC mouse models. Collectively, these data elucidate co-evolving resistance mechanisms to KRAS inhibition and support multiple combination therapy strategies. Significance: Acquired resistance may limit the impact of KRAS inhibition in patients with PDAC. Using clinical samples and multiple preclinical models, we define heterogeneous genetic and non-genetic mechanisms of resistance to KRAS inhibition that may guide combination therapy approaches to improve the efficacy and durability of these promising therapies for patients. See related commentary by Marasco and Misale, p. 2018.
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Affiliation(s)
- Julien Dilly
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Megan T. Hoffman
- Harvard Medical School, Boston, Massachusetts
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Laleh Abbassi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Ziyue Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Francesca Paradiso
- Department of Translational Molecular Pathology, Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Brendan D. Parent
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Connor J. Hennessey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Alexander C. Jordan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Micaela Morgado
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Shatavisha Dasgupta
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Giselle A. Uribe
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Kevin S. Kapner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Felix P. Hambitzer
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Li Qiang
- Harvard Medical School, Boston, Massachusetts
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Hanrong Feng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jacob Geisberg
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Junning Wang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kyle E. Evans
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Hengyu Lyu
- Therapeutics Discovery Division, TRACTION Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Aislyn Schalck
- Therapeutics Discovery Division, TRACTION Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ningping Feng
- Therapeutics Discovery Division, TRACTION Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anastasia M. Lopez
- Therapeutics Discovery Division, TRACTION Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christopher A. Bristow
- Therapeutics Discovery Division, TRACTION Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Michael P. Kim
- Therapeutics Discovery Division, TRACTION Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kimal I. Rajapakshe
- Department of Translational Molecular Pathology, Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Vahid Bahrambeigi
- Department of Translational Molecular Pathology, Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jennifer A. Roth
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | | | - Paola A. Guerrero
- Department of Translational Molecular Pathology, Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ben Z. Stanger
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Simona Cristea
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard School of Public Health, Boston, Massachusetts
| | - Scott W. Lowe
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Timour Baslan
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Eliezer M. Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joseph D. Mancias
- Harvard Medical School, Boston, Massachusetts
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | | | | | - Alex K. Shalek
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts
- Institute for Medical Engineering and Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - David S. Hong
- University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Shubham Pant
- University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Jill Hallin
- Mirati Therapeutics Inc., San Diego, California
| | | | - Peter Olson
- Mirati Therapeutics Inc., San Diego, California
| | - Timothy P. Heffernan
- Therapeutics Discovery Division, TRACTION Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Seema Chugh
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | | | - Anirban Maitra
- Department of Translational Molecular Pathology, Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Brian M. Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Srivatsan Raghavan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Jonathan A. Nowak
- Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
- Department of Pathology, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Peter S. Winter
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Stephanie K. Dougan
- Harvard Medical School, Boston, Massachusetts
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Andrew J. Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- The Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
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25
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Araujo HA, Pechuan-Jorge X, Zhou T, Do MT, Hu X, Rojas Alvarez FR, Salvatierra ME, Ibarguen HP, Lee R, Raghulan R, Shah H, Moreno Ayala MA, Chen K, Tovbis Shifrin N, Wu S, Solis Soto LM, Negrao MV, Gibbons DL, Hong DS, Roth JA, Heymach JV, Zhang J, Jiang J, Singh M, Smith JAM, Quintana E, Skoulidis F. Mechanisms of Response and Tolerance to Active RAS Inhibition in KRAS-Mutant Non-Small Cell Lung Cancer. Cancer Discov 2024; 14:2183-2208. [PMID: 38975897 DOI: 10.1158/2159-8290.cd-24-0421] [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: 03/26/2024] [Revised: 05/28/2024] [Accepted: 06/27/2024] [Indexed: 07/09/2024]
Abstract
Resistance to inactive state-selective RASG12C inhibitors frequently entails accumulation of RASGTP, rendering effective inhibition of active RAS potentially desirable. Here, we evaluated the antitumor activity of the RAS(ON) multiselective tricomplex inhibitor RMC-7977 and dissected mechanisms of response and tolerance in KRASG12C-mutant non-small cell lung cancer (NSCLC). Broad-spectrum reversible RASGTP inhibition with or without concurrent covalent targeting of active RASG12C yielded superior and differentiated antitumor activity across diverse comutational KRASG12C-mutant NSCLC mouse models of primary or acquired RASG12C(ON) or RASG12C(OFF) inhibitor resistance. Interrogation of time-resolved single-cell transcriptional responses established an in vivo atlas of multimodal acute and chronic RAS pathway inhibition in the NSCLC ecosystem and uncovered a regenerative mucinous transcriptional program that supports long-term tumor cell persistence. In patients with advanced KRASG12C-mutant NSCLC, the presence of mucinous histologic features portended poor response to sotorasib or adagrasib. Our results have potential implications for personalized medicine and the development of rational RAS inhibitor-anchored therapeutic strategies. Significance: Our work reveals robust and durable antitumor activity of the preclinical RAS(ON) multiselective inhibitor RMC-7977 against difficult-to-treat subsets of KRASG12C-mutant NSCLC with primary or acquired RASG12C inhibitor resistance and identifies a conserved mucinous transcriptional state that supports RAS inhibitor tolerance. See related commentary by Marasco and Misale, p. 2018.
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Affiliation(s)
- Haniel A Araujo
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Teng Zhou
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Minh Truong Do
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xin Hu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Frank R Rojas Alvarez
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Maria E Salvatierra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Heladio P Ibarguen
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Richard Lee
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | | | - Kevin Chen
- Revolution Medicines, Redwood City, California
| | | | - Shuhong Wu
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Luisa M Solis Soto
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Marcelo V Negrao
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Don L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - David S Hong
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jack A Roth
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | | | | | - Ferdinandos Skoulidis
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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26
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Li Y, Xie T, Wang S, Yang L, Hao X, Wang Y, Hu X, Wang L, Li J, Ying J, Xing P. Mechanism exploration and model construction for small cell transformation in EGFR-mutant lung adenocarcinomas. Signal Transduct Target Ther 2024; 9:261. [PMID: 39353908 PMCID: PMC11445518 DOI: 10.1038/s41392-024-01981-3] [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: 05/15/2024] [Revised: 09/03/2024] [Accepted: 09/14/2024] [Indexed: 10/03/2024] Open
Abstract
Small-cell lung cancer (SCLC) transformation accounts for 3-14% of resistance in EGFR-TKI relapsed lung adenocarcinomas (LUADs), with unknown molecular mechanisms and optimal treatment strategies. We performed transcriptomic analyses (including bulk and spatial transcriptomics) and multiplex immunofluorescence on pre-treated samples from LUADs without transformation after EGFR-TKI treatment (LUAD-NT), primary SCLCs (SCLC-P) and LUADs with transformation after EGFR-TKI treatment (before transformation: LUAD-BT; after transformation: SCLC-AT). Our study found that LUAD-BT exhibited potential transcriptomic characteristics for transformation compared with LUAD-NT. We identified several pathways that shifted during transformation, and the transformation might be promoted by epigenetic alterations (such as HDAC10, HDAC1, DNMT3A) within the tumor cells instead of within the tumor microenvironment. For druggable pathways, transformed-SCLC were proved to be less dependent on EGF signaling but more relied on FGF signaling, while VEGF-VEGFR pathway remained active, indicating potential treatments after transformation. We also found transformed-SCLC showed an immuno-exhausted status which was associated with the duration of EGFR-TKI before transformation. Besides, SCLC-AT exhibited distinct molecular subtypes from SCLC-P. Moreover, we constructed an ideal 4-marker model based on transcriptomic and IHC data to predict SCLC transformation, which obtained a sensitivity of 100% and 87.5%, a specificity of 95.7% and 100% in the training and test cohorts, respectively. We provided insights into the molecular mechanisms of SCLC transformation and the differences between SCLC-AT and SCLC-P, which might shed light on prevention strategies and subsequent therapeutic strategies for SCLC transformation in the future.
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Affiliation(s)
- Yan Li
- State Key Laboratory of Molecular Oncology, Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Tongji Xie
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Department of Pulmonary and Critical Care Medicine, Beijing Hospital, National Centre of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Shouzheng Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, 101149, China
| | - Lin Yang
- State Key Laboratory of Molecular Oncology, Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xuezhi Hao
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yan Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xingsheng Hu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Lin Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Junling Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jianming Ying
- State Key Laboratory of Molecular Oncology, Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Puyuan Xing
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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27
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Chour A, Toffart AC, Berton E, Duruisseaux M. Mechanisms of resistance to KRASG12C inhibitors in KRASG12C-mutated non-small cell lung cancer. Front Oncol 2024; 14:1328728. [PMID: 39301544 PMCID: PMC11410594 DOI: 10.3389/fonc.2024.1328728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 07/25/2024] [Indexed: 09/22/2024] Open
Abstract
The KRAS protein, a product of the KRAS gene (V-ki-ras2 Kirsten rat sarcoma viral oncogene homolog), functions as a small GTPase that alternates between an active GTP-bound state (KRAS(ON)) and an inactive GDP-bound state (KRAS(OFF)). The KRASG12C mutation results in the accumulation of KRASG12C(OFF), promoting cell cycle survival and proliferation primarily through the canonical MAPK and PI3K pathways. The KRASG12C mutation is found in 13% of lung adenocarcinomas. Previously considered undruggable, sotorasib and adagrasib are the first available OFF-state KRASG12C inhibitors, but treatment resistance is frequent. In this review, after briefly summarizing the KRAS pathway and the mechanism of action of OFF-state KRASG12C inhibitors, we discuss primary and acquired resistance mechanisms. Acquired resistance is the most frequent, with "on-target" mechanisms such as a new KRAS mutation preventing inhibitor binding; and "off-target" mechanisms leading to bypass of KRAS through gain-of-function mutations in other oncogenes such as NRAS, BRAF, and RET; or loss-of-function mutations in tumor suppressor genes such as PTEN. Other "off-target" mechanisms described include epithelial-to-mesenchymal transition and histological transformation. Multiple co-existing mechanisms can be found in patients, but few cases have been published. We highlight the lack of data on non-genomic resistance and the need for comprehensive clinical studies exploring histological, genomic, and non-genomic changes at resistance. This knowledge could help foster new treatment initiatives in this challenging context.
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Affiliation(s)
- Ali Chour
- Respiratory Department and Early Phase (EPSILYON), Louis Pradel Hospital, Hospices Civils de Lyon Cancer Institute, Lyon, France
- Oncopharmacology Laboratory, Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, Lyon, France
- Université Claude Bernard, Université de Lyon, Lyon, France
| | - Anne-Claire Toffart
- Service de Pneumologie et Physiologie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
- Institute for Advanced Biosciences, UGA/INSERM U1209/CNRS 5309, Université Grenoble Alpes, Grenoble, France
| | - Elodie Berton
- Service de Pneumologie et Physiologie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
| | - Michael Duruisseaux
- Respiratory Department and Early Phase (EPSILYON), Louis Pradel Hospital, Hospices Civils de Lyon Cancer Institute, Lyon, France
- Oncopharmacology Laboratory, Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, Lyon, France
- Université Claude Bernard, Université de Lyon, Lyon, France
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28
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Niu X, Liu W, Zhang Y, Liu J, Zhang J, Li B, Qiu Y, Zhao P, Wang Z, Wang Z. Cancer plasticity in therapy resistance: Mechanisms and novel strategies. Drug Resist Updat 2024; 76:101114. [PMID: 38924995 DOI: 10.1016/j.drup.2024.101114] [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: 04/17/2024] [Revised: 06/12/2024] [Accepted: 06/15/2024] [Indexed: 06/28/2024]
Abstract
Therapy resistance poses a significant obstacle to effective cancer treatment. Recent insights into cell plasticity as a new paradigm for understanding resistance to treatment: as cancer progresses, cancer cells experience phenotypic and molecular alterations, corporately known as cell plasticity. These alterations are caused by microenvironment factors, stochastic genetic and epigenetic changes, and/or selective pressure engendered by treatment, resulting in tumor heterogeneity and therapy resistance. Increasing evidence suggests that cancer cells display remarkable intrinsic plasticity and reversibly adapt to dynamic microenvironment conditions. Dynamic interactions between cell states and with the surrounding microenvironment form a flexible tumor ecosystem, which is able to quickly adapt to external pressure, especially treatment. Here, this review delineates the formation of cancer cell plasticity (CCP) as well as its manipulation of cancer escape from treatment. Furthermore, the intrinsic and extrinsic mechanisms driving CCP that promote the development of therapy resistance is summarized. Novel treatment strategies, e.g., inhibiting or reversing CCP is also proposed. Moreover, the review discusses the multiple lines of ongoing clinical trials globally aimed at ameliorating therapy resistance. Such advances provide directions for the development of new treatment modalities and combination therapies against CCP in the context of therapy resistance.
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Affiliation(s)
- Xing Niu
- China Medical University, Shenyang, Liaoning 110122, China; Experimental Center of BIOQGene, YuanDong International Academy Of Life Sciences, 999077, Hong Kong, China
| | - Wenjing Liu
- Medical Oncology Department of Thoracic Cancer (2), Cancer Hospital of China Medical University, Cancer Hospital of Dalian University of Technology, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning 110042, China
| | - Yinling Zhang
- Department of Oncology Radiotherapy 1, Qingdao Central Hospital, University of Health and Rehabilitation Sciences, Qingdao, Shandong 266042, China
| | - Jing Liu
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
| | - Jianjun Zhang
- Department of Gastric Surgery, Cancer Hospital of China Medical University, Cancer Hospital of Dalian University of Technology, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning 110042, China
| | - Bo Li
- Department of Orthopedics, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Yue Qiu
- Department of Digestive Diseases 1, Cancer Hospital of China Medical University, Cancer Hospital of Dalian University of Technology, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning 110042, China
| | - Peng Zhao
- Department of Medical Imaging, Cancer Hospital of China Medical University, Cancer Hospital of Dalian University of Technology, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning 110042, China
| | - Zhongmiao Wang
- Department of Digestive Diseases 1, Cancer Hospital of China Medical University, Cancer Hospital of Dalian University of Technology, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning 110042, China.
| | - Zhe Wang
- Department of Digestive Diseases 1, Cancer Hospital of China Medical University, Cancer Hospital of Dalian University of Technology, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning 110042, China.
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29
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Tong X, Zhang N, Xue Y, Ji H. Comments on 'Adeno-to-squamous transition drives resistance to KRAS inhibition in LKB1 mutant lung cancer'. J Mol Cell Biol 2024; 16:mjae013. [PMID: 38553961 PMCID: PMC11347649 DOI: 10.1093/jmcb/mjae013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 03/28/2024] [Indexed: 08/28/2024] Open
Affiliation(s)
- Xinyuan Tong
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
| | - Ningxia Zhang
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu 322000, China
| | - Yun Xue
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
| | - Hongbin Ji
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai 200031, China
- School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200120, China
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30
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Wei X, Liu Q, Liu L, Wang D, Liu J, Zhu Q, Xu Z, Chen Q, Xu W. Discovery of the Natural Bibenzyl Compound Erianin in Dendrobium Inhibiting the Growth and EMT of Gastric Cancer through Downregulating the LKB1-SIK2/3-PARD3 Pathway. Int J Mol Sci 2024; 25:7973. [PMID: 39063214 PMCID: PMC11277420 DOI: 10.3390/ijms25147973] [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: 05/26/2024] [Revised: 07/11/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024] Open
Abstract
Erianin, a bibenzyl compound found in dendrobium extract, has demonstrated broad anticancer activity. However, its mechanism of action in gastric cancer (GC) remains poorly understood. LKB1 is a tumor-suppressor gene, and its mutation is an important driver of various cancers. Yet some studies have reported contradictory findings. In this study, we combined bioinformatics and in vitro and in vivo experiments to investigate the effect and potential mechanism of Erianin in the treatment of GC. The results show that LKB1 was highly expressed in patients' tumor tissues and GC cells, and it was associated with poor patient prognosis. Erianin could promote GC cell apoptosis and inhibit the scratch repair, migration, invasion, and epithelial-mesenchymal transition (EMT) characteristics. Erianin dose-dependently inhibited the expression of LKB1, SIK2, SIK3, and PARD3 but had no significant effect on SIK1. Erianin also inhibited tumor growth in CDX mice model. Unexpectedly, 5-FU also exhibited a certain inhibitory effect on LKB1. The combination of Erianin and 5-FU significantly improved the anti-tumor efficacy of 5-FU in the growth of GC cells and xenograft mouse models. In summary, Erianin is a potential anti-GC compound that can inhibit GC growth and EMT properties by targeting the LKB1-SIK2/3-PARD3-signaling axis. The synergistic effect of Erianin and 5-FU suggests a promising therapeutic strategy for GC treatment.
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Affiliation(s)
- Xin Wei
- Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China; (X.W.); (Q.Z.); (Q.C.)
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Qunshan Liu
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Liu Liu
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Dan Wang
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Jiajia Liu
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Qizhi Zhu
- Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China; (X.W.); (Q.Z.); (Q.C.)
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Ziming Xu
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Qi Chen
- Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China; (X.W.); (Q.Z.); (Q.C.)
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
| | - Weiping Xu
- Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China; (X.W.); (Q.Z.); (Q.C.)
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; (Q.L.); (L.L.); (D.W.); (J.L.); (Z.X.)
- Anhui Provincial Key Laboratory of Tumor Immunotherapy and Nutrition Therapy, Hefei 230001, China
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31
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Xue Y, Chen Y, Sun S, Tong X, Chen Y, Tang S, Wang X, Bi S, Qiu Y, Zhao Q, Qin Z, Xu Q, Ai Y, Chen L, Zhang B, Liu Z, Ji M, Lang M, Chen L, Xu G, Hu L, Ye D, Ji H. TET2-STAT3-CXCL5 nexus promotes neutrophil lipid transfer to fuel lung adeno-to-squamous transition. J Exp Med 2024; 221:e20240111. [PMID: 38805014 PMCID: PMC11129275 DOI: 10.1084/jem.20240111] [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: 01/18/2024] [Revised: 03/21/2024] [Accepted: 04/05/2024] [Indexed: 05/29/2024] Open
Abstract
Phenotypic plasticity is a rising cancer hallmark, and lung adeno-to-squamous transition (AST) triggered by LKB1 inactivation is significantly associated with drug resistance. Mechanistic insights into AST are urgently needed to identify therapeutic vulnerability in LKB1-deficient lung cancer. Here, we find that ten-eleven translocation (TET)-mediated DNA demethylation is elevated during AST in KrasLSL-G12D/+; Lkb1L/L (KL) mice, and knockout of individual Tet genes reveals that Tet2 is required for squamous transition. TET2 promotes neutrophil infiltration through STAT3-mediated CXCL5 expression. Targeting the STAT3-CXCL5 nexus effectively inhibits squamous transition through reducing neutrophil infiltration. Interestingly, tumor-infiltrating neutrophils are laden with triglycerides and can transfer the lipid to tumor cells to promote cell proliferation and squamous transition. Pharmacological inhibition of macropinocytosis dramatically inhibits neutrophil-to-cancer cell lipid transfer and blocks squamous transition. These data uncover an epigenetic mechanism orchestrating phenotypic plasticity through regulating immune microenvironment and metabolic communication, and identify therapeutic strategies to inhibit AST.
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Affiliation(s)
- Yun Xue
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yuting Chen
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
- School of Life Science and Technology, Shanghai Tech University, Shanghai, China
| | - Sijia Sun
- Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), and Molecular and Cell Biology Laboratory, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Xinyuan Tong
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Yujia Chen
- Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), and Molecular and Cell Biology Laboratory, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Shijie Tang
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Xue Wang
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Simin Bi
- Department of Physics, State Key Laboratory of Surface Physics, Academy for Engineering and Technology, Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Shanghai, China
| | - Yuqin Qiu
- Key Laboratory of Advanced Polymeric Materials, School of Materials Science and Engineering, East China University of Science and Technology, Shanghai, China
| | - Qiqi Zhao
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
- School of Life Science and Technology, Shanghai Tech University, Shanghai, China
| | - Zhen Qin
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Qin Xu
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Yingjie Ai
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Leilei Chen
- Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), and Molecular and Cell Biology Laboratory, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Beizhen Zhang
- University of Chinese Academy of Sciences, Beijing, China
| | - Zhijie Liu
- Department of Physics, State Key Laboratory of Surface Physics, Academy for Engineering and Technology, Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Shanghai, China
| | - Minbiao Ji
- Department of Physics, State Key Laboratory of Surface Physics, Academy for Engineering and Technology, Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Shanghai, China
| | - Meidong Lang
- Key Laboratory of Advanced Polymeric Materials, School of Materials Science and Engineering, East China University of Science and Technology, Shanghai, China
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Luonan Chen
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
- School of Life Science and Technology, Shanghai Tech University, Shanghai, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
| | - Guoliang Xu
- State Key Laboratory of Molecular Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Chinese Academy of Medical Sciences (RU069), Shanghai, China
| | - Liang Hu
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Dan Ye
- Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), and Molecular and Cell Biology Laboratory, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Hongbin Ji
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory of Multi-Cell Systems, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
- School of Life Science and Technology, Shanghai Tech University, Shanghai, China
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32
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Patel AS, Yanai I. A developmental constraint model of cancer cell states and tumor heterogeneity. Cell 2024; 187:2907-2918. [PMID: 38848676 PMCID: PMC11256907 DOI: 10.1016/j.cell.2024.04.032] [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: 12/29/2023] [Accepted: 04/24/2024] [Indexed: 06/09/2024]
Abstract
Cancer is a disease that stems from a fundamental liability inherent to multicellular life forms in which an individual cell is capable of reneging on the interests of the collective organism. Although cancer is commonly described as an evolutionary process, a less appreciated aspect of tumorigenesis may be the constraints imposed by the organism's developmental programs. Recent work from single-cell transcriptomic analyses across a range of cancer types has revealed the recurrence, plasticity, and co-option of distinct cellular states among cancer cell populations. Here, we note that across diverse cancer types, the observed cell states are proximate within the developmental hierarchy of the cell of origin. We thus posit a model by which cancer cell states are directly constrained by the organism's "developmental map." According to this model, a population of cancer cells traverses the developmental map, thereby generating a heterogeneous set of states whose interactions underpin emergent tumor behavior.
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Affiliation(s)
- Ayushi S Patel
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY, USA; Department of Biochemistry & Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA; Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Itai Yanai
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY, USA; Department of Biochemistry & Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA; Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA.
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33
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Romero R, Chu T, González-Robles TJ, Smith P, Xie Y, Kaur H, Yoder S, Zhao H, Mao C, Kang W, Pulina MV, Lawrence KE, Gopalan A, Zaidi S, Yoo K, Choi J, Fan N, Gerstner O, Karthaus WR, DeStanchina E, Ruggles KV, Westcott PM, Chaligné R, Pe’er D, Sawyers CL. The neuroendocrine transition in prostate cancer is dynamic and dependent on ASCL1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.09.588557. [PMID: 38645223 PMCID: PMC11030418 DOI: 10.1101/2024.04.09.588557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Lineage plasticity is a recognized hallmark of cancer progression that can shape therapy outcomes. The underlying cellular and molecular mechanisms mediating lineage plasticity remain poorly understood. Here, we describe a versatile in vivo platform to identify and interrogate the molecular determinants of neuroendocrine lineage transformation at different stages of prostate cancer progression. Adenocarcinomas reliably develop following orthotopic transplantation of primary mouse prostate organoids acutely engineered with human-relevant driver alterations (e.g., Rb1-/-; Trp53-/-; cMyc+ or Pten-/-; Trp53-/-; cMyc+), but only those with Rb1 deletion progress to ASCL1+ neuroendocrine prostate cancer (NEPC), a highly aggressive, androgen receptor signaling inhibitor (ARSI)-resistant tumor. Importantly, we show this lineage transition requires a native in vivo microenvironment not replicated by conventional organoid culture. By integrating multiplexed immunofluorescence, spatial transcriptomics and PrismSpot to identify cell type-specific spatial gene modules, we reveal that ASCL1+ cells arise from KRT8+ luminal epithelial cells that progressively acquire transcriptional heterogeneity, producing large ASCL1+;KRT8- NEPC clusters. Ascl1 loss in established NEPC results in transient tumor regression followed by recurrence; however, Ascl1 deletion prior to transplantation completely abrogates lineage plasticity, yielding adenocarcinomas with elevated AR expression and marked sensitivity to castration. The dynamic feature of this model reveals the importance of timing of therapies focused on lineage plasticity and offers a platform for identification of additional lineage plasticity drivers.
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Affiliation(s)
- Rodrigo Romero
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Tinyi Chu
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Tania J. González-Robles
- Institute of Systems Genetics, Department of Precision Medicine, NYU Grossman School of Medicine, New York, NY 10061, USA
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY 10061, USA
| | - Perianne Smith
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Yubin Xie
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Harmanpreet Kaur
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Sara Yoder
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Huiyong Zhao
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Chenyi Mao
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Wenfei Kang
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Maria V. Pulina
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Kayla E. Lawrence
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Anuradha Gopalan
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Samir Zaidi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of Genitourinary Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Kwangmin Yoo
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Korea
| | - Jungmin Choi
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Korea
| | - Ning Fan
- Molecular Cytology Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Olivia Gerstner
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Wouter R. Karthaus
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Elisa DeStanchina
- Antitumor Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Kelly V. Ruggles
- Institute of Systems Genetics, Department of Precision Medicine, NYU Grossman School of Medicine, New York, NY 10061, USA
| | | | - Ronan Chaligné
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Alan and Sandra Gerry Metastasis and Tumor Ecosystems Center, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Dana Pe’er
- Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Alan and Sandra Gerry Metastasis and Tumor Ecosystems Center, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Charles L. Sawyers
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
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34
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Abstract
RAS family variants-most of which involve KRAS-are the most commonly occurring hotspot mutations in human cancers and are associated with a poor prognosis. For almost four decades, KRAS has been considered undruggable, in part due to its structure, which lacks small-molecule binding sites. But recent developments in bioengineering, organic chemistry and related fields have provided the infrastructure to make direct KRAS targeting possible. The first successes occurred with allele-specific targeting of KRAS p.Gly12Cys (G12C) in non-small cell lung cancer, resulting in regulatory approval of two agents-sotorasib and adagrasib. Inhibitors targeting other variants beyond G12C have shown preliminary antitumor activity in highly refractory malignancies such as pancreatic cancer. Herein, we outline RAS pathobiology with a focus on KRAS, illustrate therapeutic approaches across a variety of malignancies, including emphasis on the 'on' and 'off' switch allele-specific and 'pan' RAS inhibitors, and review immunotherapeutic and other key combination RAS targeting strategies. We summarize mechanistic understanding of de novo and acquired resistance, review combination approaches, emerging technologies and drug development paradigms and outline a blueprint for the future of KRAS therapeutics with anticipated profound clinical impact.
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Affiliation(s)
- Anupriya Singhal
- Gastrointestinal Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Bob T Li
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Early Drug Development Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
| | - Eileen M O'Reilly
- Gastrointestinal Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- David M. Rubenstein Center for Pancreatic Cancer, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Weill Cornell Medicine, New York, NY, USA.
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35
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Hu F, Lito P. Insights into how adeno-squamous transition drives KRAS inhibitor resistance. Cancer Cell 2024; 42:330-332. [PMID: 38471455 DOI: 10.1016/j.ccell.2024.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 02/19/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024]
Abstract
The histologic transformation of adenocarcinoma (ADC) to squamous cell carcinoma (SCC), known as adeno-squamous transition or AST, is frequently observed in patients with lung cancer undergoing cancer therapy. In this issue, Tong and colleagues investigate genetic and epigenetic mechanisms that drive AST to confer resistance to KRAS inhibitors in preclinical models and patients.
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Affiliation(s)
- Feng Hu
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Piro Lito
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
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