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Liu S, Jiang A, Tang F, Duan M, Li B. Drug-induced tolerant persisters in tumor: mechanism, vulnerability and perspective implication for clinical treatment. Mol Cancer 2025; 24:150. [PMID: 40413503 DOI: 10.1186/s12943-025-02323-9] [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: 12/18/2024] [Accepted: 04/04/2025] [Indexed: 05/27/2025] Open
Abstract
Cancer remains a significant global health burden due to its high morbidity and mortality. Oncogene-targeted therapy and immunotherapy have markedly improved the 5-year survival rate in the patients with advanced or metastatic tumors compared to outcomes in the era of chemotherapy/radiation. Nevertheless, the majority of patients remain incurable. Initial therapies eliminate the bulk of tumor cells, yet residual populations termed drug-tolerant persister cells (DTPs) survive, regenerate tumor and even drive distant metastases. Notably, DTPs frequently render tumor cross-resistance, a detrimental phenomenon observed in the patients with suboptimal responses to subsequent therapies. Analogous to species evolution, DTPs emerge as adaptative products at the cellular level, instigated by integrated intracellular stress responses to therapeutic pressures. These cells exhibit profound heterogeneity and adaptability shaped by the intricate feedforward loops among tumor cells, surrounding microenvironments and host ecology, which vary across tumor types and therapeutic regimens. In this review, we revisit the concept of DTPs, with a focus on their generation process upon targeted therapy or immunotherapy. We dissect the critical phenotypes and molecule mechanisms underlying DTPs to therapy from multiple aspects, including intracellular events, intercellular crosstalk and the distant ecologic pre-metastatic niches. We further spotlight therapeutic strategies to target DTP vulnerabilities, including synthetic lethality approaches, adaptive dosing regimens informed by mathematical modeling, and immune-mediated eradication. Additionally, we highlight synergistic interventions such as lifestyle modifications (e.g., exercise, stress reduction) to suppress pro-tumorigenic inflammation. By integrating mechanistic insights with translational perspectives, this work bridges the gap between DTP biology and clinical strategies, aiming for optimal efficacy and preventing relapse.
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Affiliation(s)
- Shujie Liu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha , Hunan, 410008, People's Republic of China
| | - Anfeng Jiang
- Department of Oncology, Xiangya Hospital, Central South University, Changsha , Hunan, 410008, People's Republic of China
- Department of Thoracic Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China
| | - Faqing Tang
- Hunan Key Laboratory of Oncotarget Gene, Hunan Cancer Hospital & The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410008, People's Republic of China
| | - Minghao Duan
- Department of Oncology, Xiangya Hospital, Central South University, Changsha , Hunan, 410008, People's Republic of China.
- Institute of Medical Sciences, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China.
| | - Bin Li
- Department of Oncology, Xiangya Hospital, Central South University, Changsha , Hunan, 410008, People's Republic of China.
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China.
- National Clinical Research Center for Geriatric Disorders, Changsha, Hunan, 410008, People's Republic of China.
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2
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Zhang T, Sang J, Hoang PH, Zhao W, Rosenbaum J, Johnson KE, Klimczak LJ, McElderry J, Klein A, Wirth C, Bergstrom EN, Díaz-Gay M, Vangara R, Colon-Matos F, Hutchinson A, Lawrence SM, Cole N, Zhu B, Przytycka TM, Shi J, Caporaso NE, Homer R, Pesatori AC, Consonni D, Imielinski M, Chanock SJ, Wedge DC, Gordenin DA, Alexandrov LB, Harris RS, Landi MT. APOBEC affects tumor evolution and age at onset of lung cancer in smokers. Nat Commun 2025; 16:4711. [PMID: 40394004 PMCID: PMC12092836 DOI: 10.1038/s41467-025-59923-8] [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: 08/24/2023] [Accepted: 05/02/2025] [Indexed: 05/22/2025] Open
Abstract
Most solid tumors harbor somatic mutations attributed to off-target activities of APOBEC3A (A3A) and/or APOBEC3B (A3B). However, how APOBEC3A/B enzymes affect tumor evolution in the presence of exogenous mutagenic processes is largely unknown. Here, multi-omics profiling of 309 lung cancers from smokers identifies two subtypes defined by low (LAS) and high (HAS) APOBEC mutagenesis. LAS are enriched for A3B-like mutagenesis and KRAS mutations; HAS for A3A-like mutagenesis and TP53 mutations. Compared to LAS, HAS have older age at onset and high proportions of newly generated progenitor-like cells likely due to the combined tobacco smoking- and APOBEC3A-associated DNA damage and apoptosis. Consistently, HAS exhibit high expression of pulmonary healing signaling pathway, stemness markers, distal cell-of-origin, more neoantigens, slower clonal expansion, but no smoking-associated genomic/epigenomic changes. With validation in 184 lung tumor samples, these findings show how heterogeneity in mutational burden across co-occurring mutational processes and cell types contributes to tumor development.
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Affiliation(s)
- Tongwu Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jian Sang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Phuc H Hoang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Wei Zhao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | | | | | - Leszek J Klimczak
- Integrative Bioinformatics Support Group, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | - John McElderry
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Alyssa Klein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Christopher Wirth
- Manchester Cancer Research Centre, The University of Manchester, Manchester, UK
| | - Erik N Bergstrom
- Department of Cellular and Molecular Medicine and Department of Bioengineering and Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Marcos Díaz-Gay
- Department of Cellular and Molecular Medicine and Department of Bioengineering and Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Raviteja Vangara
- Department of Cellular and Molecular Medicine and Department of Bioengineering and Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Frank Colon-Matos
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Amy Hutchinson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Scott M Lawrence
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Nathan Cole
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Bin Zhu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Teresa M Przytycka
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA
| | - Jianxin Shi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Neil E Caporaso
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Robert Homer
- Department of Pathology, Yale School of Medicine, New Haven, CT, USA
| | - Angela C Pesatori
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Dario Consonni
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - David C Wedge
- Manchester Cancer Research Centre, The University of Manchester, Manchester, UK
| | - Dmitry A Gordenin
- Genome Integrity and Structural Biology Laboratory, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine and Department of Bioengineering and Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Maria Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA.
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3
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Gupta A, Gazzo A, Selenica P, Safonov A, Pareja F, da Silva EM, Brown DN, Shao H, Zhu Y, Patel J, Blanco-Heredia J, Stefanovska B, Carpenter MA, Chen Y, Vegas I, Pei X, Frosina D, Jungbluth AA, Ladanyi M, Curigliano G, Weigelt B, Riaz N, Powell SN, Razavi P, Harris RS, Reis-Filho JS, Marra A, Chandarlapaty S. APOBEC3 mutagenesis drives therapy resistance in breast cancer. Nat Genet 2025:10.1038/s41588-025-02187-1. [PMID: 40379787 DOI: 10.1038/s41588-025-02187-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 04/01/2025] [Indexed: 05/19/2025]
Abstract
Acquired genetic alterations drive resistance to endocrine and targeted therapies in metastatic breast cancer; however, the underlying processes engendering these alterations are largely uncharacterized. To identify the underlying mutational processes, we utilized a clinically annotated cohort of 3,880 patient samples with tumor-normal sequencing. Mutational signatures associated with apolipoprotein B mRNA-editing enzyme catalytic polypeptide-like 3 (APOBEC3) enzymes were prevalent and enriched in post-treatment hormone receptor-positive cancers. These signatures correlated with shorter progression-free survival on antiestrogen plus CDK4/6 inhibitor therapy in hormone receptor-positive metastatic breast cancer. Whole-genome sequencing of breast cancer models and paired primary-metastatic samples demonstrated that active APOBEC3 mutagenesis promoted therapy resistance through characteristic alterations such as RB1 loss. Evidence of APOBEC3 activity in pretreatment samples illustrated its pervasive role in breast cancer evolution. These studies reveal APOBEC3 mutagenesis to be a frequent mediator of therapy resistance in breast cancer and highlight its potential as a biomarker and target for overcoming resistance.
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Affiliation(s)
- Avantika Gupta
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrea Gazzo
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pier Selenica
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anton Safonov
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Fresia Pareja
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Edaise M da Silva
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David N Brown
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hong Shao
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yingjie Zhu
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Juber Patel
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Juan Blanco-Heredia
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Bojana Stefanovska
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Michael A Carpenter
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Yanjun Chen
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Isabella Vegas
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xin Pei
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Denise Frosina
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Achim A Jungbluth
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc Ladanyi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Giuseppe Curigliano
- Department of Oncology and Haemato-Oncology, University of Milano, Milan, Italy
- Early Drug Development for Innovative Therapies, European Institute of Oncology IRCSS, Milan, Italy
| | - Britta Weigelt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nadeem Riaz
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Simon N Powell
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pedram Razavi
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill-Cornell Medical College, New York, NY, USA
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Jorge S Reis-Filho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Antonio Marra
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Oncology and Haemato-Oncology, University of Milano, Milan, Italy.
- Early Drug Development for Innovative Therapies, European Institute of Oncology IRCSS, Milan, Italy.
| | - Sarat Chandarlapaty
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Weill-Cornell Medical College, New York, NY, USA.
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4
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Mortusewicz O, Haslam J, Gad H, Helleday T. Uracil-induced replication stress drives mutations, genome instability, anti-cancer treatment efficacy, and resistance. Mol Cell 2025; 85:1897-1906. [PMID: 40378828 DOI: 10.1016/j.molcel.2025.04.015] [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: 01/15/2025] [Revised: 03/27/2025] [Accepted: 04/11/2025] [Indexed: 05/19/2025]
Abstract
Uracil incorporation into DNA, as a result of nucleotide pool imbalances or cytosine deamination (e.g., through APOBEC3A/3B), can result in replication stress and is the most common source of mutations in cancer and aging. Despite the critical role of uracil in genome instability, cancer development, and cancer therapy, only now is there emerging data on its impact on fundamental processes such as DNA replication and genome stability. Removal of uracil from DNA by base excision repair (BER) can generate a DNA single-strand break (SSB), which can trigger homologous recombination (HR) repair or replication fork collapse and cell death. Unprocessed uracil can also induce replication stress directly and independently of BER by slowing down replication forks, leading to single-stranded DNA (ssDNA) gaps. In this perspective, we review how genomic uracil induces replication stress, the therapeutic implications of targeting uracil-induced vulnerabilities, and potential strategies to exploit these mechanisms in cancer treatment.
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Affiliation(s)
- Oliver Mortusewicz
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna 171 65, Sweden
| | - James Haslam
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna 171 65, Sweden
| | - Helge Gad
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna 171 65, Sweden
| | - Thomas Helleday
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna 171 65, Sweden.
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5
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Zhou X, Zeng L, Huang Z, Ruan Z, Yan H, Zou C, Xu S, Zhang Y. Strategies Beyond 3rd EGFR-TKI Acquired Resistance: Opportunities and Challenges. Cancer Med 2025; 14:e70921. [PMID: 40322930 PMCID: PMC12051098 DOI: 10.1002/cam4.70921] [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: 03/22/2025] [Accepted: 04/16/2025] [Indexed: 05/08/2025] Open
Abstract
The seminal identification of epidermal growth factor receptor (EGFR) mutations as pivotal oncogenic drivers in non-small cell lung cancer (NSCLC) has catalyzed the evolution of biomarker-guided therapeutic paradigms for advanced disease. Currently, third-generation EGFR tyrosine kinase inhibitors (EGFR-TKI) have revolutionized first-line treatment for advanced EGFR-mutated NSCLC, yet acquired resistance remains an inevitable and formidable clinical challenge. This review systematically summarizes molecular mechanisms underlying treatment resistance, with a focus on clinical challenges associated with central nervous system (CNS) metastases. Therapeutic resistance mechanisms are categorized into EGFR-dependent (on-target) pathways, typified by acquired kinase domain mutations (e.g., C797S), and EGFR-independent (off-target) pathways, involving compensatory activation of parallel signaling effectors (e.g., MET amplification, HER2 activation) or phenotypic transformation. We further evaluated contemporary diagnostic modalities for identifying resistance drivers and appraised emerging therapeutic strategies, including fourth-generation EGFR-TKI, various combination therapies, and antibody-drug conjugates (ADCs), and so forth, with emphasis on ongoing clinical trials that may transform the existing treatment paradigm. By synthesizing preclinical and clinical insights, this review aims to advance mechanistic understanding and propose therapeutic strategies to overcome acquired resistance to third-generation EGFR-TKI in first-line treatment.
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Affiliation(s)
- Xuexue Zhou
- Medical CollegeJishou UniversityJishouChina
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
| | - Liang Zeng
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
| | - Zhe Huang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
- Department of Pathology and Pathophysiology, School of Basic Medical SciencesCentral South UniversityChangshaChina
| | - Zhaohui Ruan
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
- Department of Pathology and Pathophysiology, School of Basic Medical SciencesCentral South UniversityChangshaChina
| | - Huan Yan
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
| | - Chun Zou
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
| | - Shidong Xu
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
- Department of Pathology and Pathophysiology, School of Basic Medical SciencesCentral South UniversityChangshaChina
| | - Yongchang Zhang
- Medical CollegeJishou UniversityJishouChina
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/the Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
- Department of Pathology and Pathophysiology, School of Basic Medical SciencesCentral South UniversityChangshaChina
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6
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Garcia NMG, Becerra JN, Srinivasan S, McKinney BJ, DiMarco AV, Wu F, Fitzgibbon M, Alvarez JV. APOBEC3 Activity Promotes the Survival and Evolution of Drug-Tolerant Persister Cells during EGFR Inhibitor Resistance in Lung Cancer. CANCER RESEARCH COMMUNICATIONS 2025; 5:825-840. [PMID: 40323013 DOI: 10.1158/2767-9764.crc-24-0442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 03/11/2025] [Accepted: 05/01/2025] [Indexed: 05/14/2025]
Abstract
APOBEC mutagenesis is one of the most common endogenous sources of mutations in human cancer and is a major source of genetic intratumor heterogeneity. High levels of APOBEC mutagenesis are associated with poor prognosis and aggressive disease across diverse cancers, but the mechanistic and functional impacts of APOBEC mutagenesis on tumor evolution and therapy resistance remain relatively unexplored. To address this, we investigated the contribution of APOBEC mutagenesis to acquired therapy resistance in a model of EGFR-mutant non-small cell lung cancer. We find that inhibition of EGFR in lung cancer cells leads to a rapid and pronounced induction of APOBEC3 expression and activity. Functionally, APOBEC expression promotes the survival of drug-tolerant persister cells (DTP) following EGFR inhibition. Constitutive expression of APOBEC3B alters the evolutionary trajectory of acquired resistance to the EGFR inhibitor gefitinib, making it more likely that resistance arises through de novo acquisition of the T790M gatekeeper mutation and squamous transdifferentiation during the DTP state. APOBEC3B expression is associated with increased expression of the squamous cell transcription factor ΔNp63 and squamous cell transdifferentiation in gefitinib-resistant cells. Knockout of p63 in gefitinib-resistant cells reduces the expression of the ΔNp63 target genes IL-1α/β and sensitizes these cells to the third-generation EGFR inhibitor osimertinib. These results suggest that APOBEC activity promotes acquired resistance by facilitating evolution and transdifferentiation in DTPs and that approaches to target ΔNp63 in gefitinib-resistant lung cancers may have therapeutic benefit. SIGNIFICANCE APOBEC mutagenesis is a common source of genetic heterogeneity in cancer, and APOBEC mutational signatures are enriched in metastatic and drug-resistant tumors. However, the mechanisms through which APOBEC3 enzymes promote tumor evolution remain unknown. In this study, we show that APOBEC3 activity contributes to the development of therapy-resistant cancer cells by promoting evolution of DTP cells. These findings offer insights into the role of APOBEC mutagenesis in cancer progression.
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Affiliation(s)
- Nina Marie G Garcia
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina
| | - Jessica N Becerra
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Sharan Srinivasan
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Brock J McKinney
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Ashley V DiMarco
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina
| | - Feinan Wu
- Genomics and Bioinformatics, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Matthew Fitzgibbon
- Genomics and Bioinformatics, Fred Hutchinson Cancer Center, Seattle, Washington
| | - James V Alvarez
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington
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7
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Lu H, Lu Z, Wang Y, Chen M, Li G, Wang X. APOBEC in breast cancer: a dual player in tumor evolution and therapeutic response. Front Mol Biosci 2025; 12:1604313. [PMID: 40356722 PMCID: PMC12066316 DOI: 10.3389/fmolb.2025.1604313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2025] [Accepted: 04/17/2025] [Indexed: 05/15/2025] Open
Abstract
The APOBEC (Apolipoprotein B mRNA-editing enzyme, catalytic polypeptide-like) family of cytidine deaminases has emerged as pivotal a contributor to genomic instability and adaptive immunity through DNA/RNA editing. Accumulating evidence underscores their dual role in breast carcinogenesis-driving tumor heterogeneity via mutagenesis while simultaneously shaping immunogenic landscapes. This review synthesizes current insights into APOBEC-mediated molecular mechanisms, focusing on their clinical implications across breast cancer subtypes. Notably, APOBEC-driven mutagenesis correlates with elevated tumor mutational burden (TMB), replication stress vulnerability, and immune checkpoint inhibitor (ICI) responsiveness. Paradoxically, these mutations also accelerate endocrine therapy resistance and subclonal diversification. We propose APOBEC mutational signatures as predictive biomarkers for ICI efficacy and discuss therapeutic strategies leveraging APOBEC activity, including ATR inhibition and hypermutagenic immunotherapy. Harnessing APOBEC's duality-balancing its pro-immunogenic effects against genomic chaos-may redefine precision oncology in breast cancer.
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Affiliation(s)
- Haiqi Lu
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Zelin Lu
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yufei Wang
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Miaoqin Chen
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Guangliang Li
- Department of Breast Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Xian Wang
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
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8
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Ortega P, Bournique E, Li J, Sanchez A, Santiago G, Harris BR, Striepen J, Maciejowski J, Green AM, Buisson R. Mechanism of DNA replication fork breakage and PARP1 hyperactivation during replication catastrophe. SCIENCE ADVANCES 2025; 11:eadu0437. [PMID: 40238882 DOI: 10.1126/sciadv.adu0437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Accepted: 03/11/2025] [Indexed: 04/18/2025]
Abstract
Ataxia telangiectasia and Rad3-related (ATR) inhibition triggers a surge in origin firing, resulting in increased levels of single-stranded DNA (ssDNA) that rapidly deplete all available RPA. This leaves ssDNA unprotected and susceptible to breakage, a phenomenon known as replication catastrophe. However, the mechanism by which unprotected ssDNA breaks remains unclear. Here, we reveal that APOBEC3B is the key enzyme targeting unprotected ssDNA at replication forks, initiating a reaction cascade that induces fork collapse and poly(ADP-ribose) polymerase 1 (PARP1) hyperactivation. Mechanistically, we demonstrate that uracils generated by APOBEC3B at replication forks are removed by UNG2, resulting in abasic sites that are subsequently cleaved by APE1 endonuclease. Moreover, we show that APE1-mediated DNA cleavage is the critical enzymatic step for PARP1 hyperactivation in cells, regardless of how abasic sites are generated on DNA. Last, we demonstrate that APOBEC3B-induced PARP1 trapping and DNA double-strand breaks drive cell sensitivity to ATR inhibition, creating a context of synthetic lethality when coupled with PARP inhibitors.
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Affiliation(s)
- Pedro Ortega
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Elodie Bournique
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Junyi Li
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Ambrocio Sanchez
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Gisselle Santiago
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Brooke R Harris
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
- Center for Genome Integrity, Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Josefine Striepen
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John Maciejowski
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Abby M Green
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
- Center for Genome Integrity, Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Rémi Buisson
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University of California Irvine, Irvine, CA, USA
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9
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Flower CT, Liu C, Chuang HY, Ye X, Cheng H, Heath JR, Wei W, White FM. Signaling and transcriptional dynamics underlying early adaptation to oncogenic BRAF inhibition. Cell Syst 2025; 16:101239. [PMID: 40118060 PMCID: PMC12045616 DOI: 10.1016/j.cels.2025.101239] [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: 02/24/2024] [Revised: 07/19/2024] [Accepted: 02/21/2025] [Indexed: 03/23/2025]
Abstract
A major contributor to poor sensitivity to anti-cancer kinase inhibitor therapy is drug-induced cellular adaptation, whereby remodeling of signaling and gene regulatory networks permits a drug-tolerant phenotype. Here, we resolve the scale and kinetics of critical subcellular events following oncogenic kinase inhibition and preceding cell cycle re-entry, using mass spectrometry-based phosphoproteomics and RNA sequencing (RNA-seq) to monitor the dynamics of thousands of growth- and survival-related signals over the first minutes, hours, and days of oncogenic BRAF inhibition in human melanoma cells. We observed sustained inhibition of the BRAF-ERK axis, gradual downregulation of cell cycle signaling, and three distinct, reversible phase transitions toward quiescence. Statistical inference of kinetically defined regulatory modules revealed a dominant compensatory induction of SRC family kinase (SFK) signaling, promoted in part by excess reactive oxygen species, rendering cells sensitive to co-treatment with an SFK inhibitor in vitro and in vivo, underscoring the translational potential for assessing early drug-induced adaptive signaling. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Cameron T Flower
- Center for Precision Cancer Medicine, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Program in Computational and Systems Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Chunmei Liu
- Institute for Systems Biology, Seattle, WA, USA
| | | | - Xiaoyang Ye
- Institute for Systems Biology, Seattle, WA, USA
| | | | | | - Wei Wei
- Institute for Systems Biology, Seattle, WA, USA.
| | - Forest M White
- Center for Precision Cancer Medicine, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Program in Computational and Systems Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
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10
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Nousias O, Mandell JD, Anderson KS, Townsend JP. Precision projections of the delay of resistance mutations in non-small cell lung cancer via suppression of APOBEC. Lung Cancer 2025; 202:108487. [PMID: 40090261 DOI: 10.1016/j.lungcan.2025.108487] [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: 01/20/2025] [Revised: 02/28/2025] [Accepted: 03/06/2025] [Indexed: 03/18/2025]
Abstract
Genomic instability driven by stress-response-dependent mutagenesis is a key factor in cancer progression. Tyrosine kinase inhibitor therapy, a common treatment for non-small cell lung cancer, induces mutations that can facilitate the evolution of drug resistance and therapeutic failure. Here we quantified the contribution of APOBEC to mutational signatures in non-small cell lung cancer patients undergoing TKI therapy. By analyzing tumor sequence data to infer gene-specific and patient-specific trinucleotide mutation rates, we projected the potential delay of resistance obtained by suppression of APOBEC mutation. Our data-driven analysis indicates that inhibition of APOBEC activity would substantially extend therapeutic efficacy, with the degree of benefit varying based on patient-specific APOBEC mutagenesis levels. Personalized therapeutic strategies that target APOBEC offer promise for the enhancement of TKI treatment efficacy by delaying the evolution of drug resistance in lung cancer. Development of clinically safe inhibitors for use in combination with tyrosine kinase inhibitors could significantly limit tumor genetic variation and improve outcomes for non-small cell lung cancer patients.
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Affiliation(s)
- Orestis Nousias
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Jeffrey D Mandell
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA; Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
| | - Karen S Anderson
- Department of Pharmacology, Yale University, New Haven, CT, USA; Yale Cancer Center, Yale University, New Haven, CT, USA; Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, CT, USA
| | - Jeffrey P Townsend
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA; Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA; Yale Cancer Center, Yale University, New Haven, CT, USA; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.
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11
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Sawyer AM, Vaca CC, Malik N, Clerc I, Craft J, Hudson H, Scholtés GK, Schiltz GE, Roh M, Song C, D’Aquila RT. Design and Characterization of Inhibitors of Cell-Mediated Degradation of APOBEC3G That Decrease HIV-1 Infectivity. Viruses 2025; 17:514. [PMID: 40284957 PMCID: PMC12031279 DOI: 10.3390/v17040514] [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: 03/18/2025] [Revised: 03/25/2025] [Accepted: 03/28/2025] [Indexed: 04/29/2025] Open
Abstract
The cytoplasmic human Apolipoprotein B mRNA-editing enzyme catalytic polypeptide-like 3 (APOBEC3 or A3) cytidine deaminases G and F (A3G and A3F) can block the spread of human immunodeficiency virus (HIV). HIV counteracts this cell-intrinsic defense through a viral protein called viral infectivity factor (Vif). Vif causes proteasomal degradation of A3G and A3F proteins (A3G/F) in HIV-producing cells to ensure infectivity of virions subsequently released from these cells. Here, we optimized a lead compound reported previously to boost cellular levels of A3G. The modified analogs designed, synthesized, and evaluated here inhibit cell-mediated post-translational degradation of A3G/F, whether Vif is present or not. This increases A3G/F incorporation into Vif-positive virions to decrease viral infectivity. The compounds and processes described here can facilitate the development of new anti-HIV therapeutics whose host-targeted effect may not be evaded by resistance-conferring mutations in HIV Vif.
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Affiliation(s)
- Aubrey M. Sawyer
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
| | - Cristina C. Vaca
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
| | - Neha Malik
- Department of Chemistry, Northwestern University Weinberg College of Arts and Sciences, Evanston, IL 60208, USA
| | - Isabelle Clerc
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
| | - Joshua Craft
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
| | - Hannah Hudson
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
| | - Gaël K. Scholtés
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
| | - Gary E. Schiltz
- Department of Chemistry, Northwestern University Weinberg College of Arts and Sciences, Evanston, IL 60208, USA
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL 60611, USA
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Meejeon Roh
- Department of Surgery, University of Chicago Medicine, Chicago, IL 60637, USA
| | - Chisu Song
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
| | - Richard T. D’Aquila
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA (H.H.)
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12
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Hedger A, Myint W, Lee JM, Suchenski Loustaunau D, Balachandran V, Shaqra A, Kurt Yilmaz N, Watts J, Matsuo H, Schiffer C. Next generation APOBEC3 inhibitors: optimally designed for potency and nuclease stability. Nucleic Acids Res 2025; 53:gkaf234. [PMID: 40156866 PMCID: PMC11954526 DOI: 10.1093/nar/gkaf234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 02/24/2025] [Accepted: 03/16/2025] [Indexed: 04/01/2025] Open
Abstract
APOBEC3 (or A3) enzymes have emerged as potential therapeutic targets due to their role in introducing heterogeneity in viruses and cancer, often leading to drug resistance. Inhibiting these enzymes has remained elusive as initial phosphodiester (PO)-linked DNA-based inhibitors lack cellular stability and potency. We have enhanced both potency and nuclease stability of 2'-deoxyzebularine (dZ) substrate-based oligonucleotide inhibitors targeting two critical A3s: A3A and A3G. While replacing the phosphate backbone with phosphorothioate (PS) linkages increased nuclease stability, fully PS-modified inhibitors lost potency (up to three-fold) due to the structural constraints of the active site. For both enzymes, mixed PO/PS backbones enhanced potency (up to nine-fold), while also vastly improving nuclease resistance. We also strategically introduced 2'-fluoro sugar modifications, creating the first nanomolar inhibitor of A3G-CTD2. With hairpin-structured inhibitors containing optimized PS patterns and locked nucleic acid (LNA) sugar modifications, we characterize the first single-digit nanomolar inhibitor targeting A3A. These extremely potent A3A inhibitors were highly resistant to nuclease degradation and crucially, restricted A3A deamination in cellulo. Overall, our optimally designed A3 oligonucleotide inhibitors show improved potency and stability compared to previous inhibitors targeting these critical enzymes, toward realizing the therapeutic potential of A3 inhibition.
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Affiliation(s)
- Adam K Hedger
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, United States
- RNA Therapeutics Institute, UMass Chan Medical School, Worcester, MA 01605, United States
| | - Wazo Myint
- Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, United States
| | - Jeong Min Lee
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, United States
| | - Diego Suchenski Loustaunau
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, United States
| | - Vanivilasini Balachandran
- Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, United States
| | - Ala M Shaqra
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, United States
| | - Nese Kurt Yilmaz
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, United States
| | - Jonathan K Watts
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, United States
- RNA Therapeutics Institute, UMass Chan Medical School, Worcester, MA 01605, United States
| | - Hiroshi Matsuo
- Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, United States
| | - Celia A Schiffer
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, United States
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13
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Wang MX, Mauch BE, Williams AF, Barazande-Pour T, Araujo Hoffmann F, Harris SH, Lathrop CP, Turkal CE, Yung BS, Paw MH, Gervasio DAG, Tran T, Stuhlfire AE, Guo T, Daniels GA, Park SJ, Gutkind JS, Hangauer MJ. Antigenic cancer persister cells survive direct T cell attack. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.14.643359. [PMID: 40166148 PMCID: PMC11956947 DOI: 10.1101/2025.03.14.643359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Drug-tolerant persister cancer cells were first reported fifteen years ago as a quiescent, reversible cell state which tolerates unattenuated cytotoxic drug stress. It remains unknown whether a similar phenomenon contributes to immune evasion. Here we report a persister state which survives weeks of direct cytotoxic T lymphocyte (CTL) attack. In contrast to previously known immune evasion mechanisms that avoid immune attack, antigenic persister cells robustly activate CTLs which deliver Granzyme B, secrete IFNγ, and induce tryptophan starvation resulting in apoptosis initiation. Instead of dying, persister cells paradoxically leverage apoptotic caspase activity to avoid inflammatory death. Furthermore, persister cells acquire mutations and epigenetic changes which enable outgrowth of CTL-resistant cells. Persister cell features are enriched in inflamed tumors which regressed during immunotherapy in vivo and in surgically resected human melanoma tissue under immune stress ex vivo. These findings reveal a persister cell state which is a barrier to immune-mediated tumor clearance.
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Affiliation(s)
- Michael X Wang
- Department of Dermatology, University of California San Diego
| | - Brandon E Mauch
- Department of Dermatology, University of California San Diego
| | | | | | | | - Sophie H Harris
- Department of Dermatology, University of California San Diego
| | | | - Claire E Turkal
- Department of Dermatology, University of California San Diego
| | - Bryan S Yung
- Department of Pharmacology, University of California San Diego
- Moores Cancer Center, University of California San Diego
| | - Michelle H Paw
- Department of Dermatology, University of California San Diego
| | | | - Tiffany Tran
- Department of Dermatology, University of California San Diego
| | | | - Theresa Guo
- Moores Cancer Center, University of California San Diego
- Department of Otolaryngology, University of California San Diego
| | - Gregory A Daniels
- Moores Cancer Center, University of California San Diego
- Division of Hematology-Oncology, Department of Medicine, University of California San Diego
| | - Soo J Park
- Moores Cancer Center, University of California San Diego
- Division of Hematology-Oncology, Department of Medicine, University of California San Diego
| | - J Silvio Gutkind
- Department of Pharmacology, University of California San Diego
- Moores Cancer Center, University of California San Diego
| | - Matthew J Hangauer
- Department of Dermatology, University of California San Diego
- Moores Cancer Center, University of California San Diego
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14
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Devenport JM, Tran T, Harris BR, Fingerman D, DeWeerd RA, Elkhidir LH, LaVigne D, Fuh K, Sun L, Bednarski JJ, Drapkin R, Mullen MM, Green AM. APOBEC3A drives ovarian cancer metastasis by altering epithelial-mesenchymal transition. JCI Insight 2025; 10:e186409. [PMID: 40059825 PMCID: PMC11949045 DOI: 10.1172/jci.insight.186409] [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: 08/28/2024] [Accepted: 01/22/2025] [Indexed: 03/19/2025] Open
Abstract
High-grade serous ovarian cancer (HGSOC) is the most prevalent and aggressive histological subtype of ovarian cancer and often presents with metastatic disease. The drivers of metastasis in HGSOC remain enigmatic. APOBEC3A (A3A), an enzyme that generates mutations across various cancers, has been proposed as a mediator of tumor heterogeneity and disease progression. However, the role of A3A in HGSOC has not been explored. We observed an association between high levels of APOBEC3-mediated mutagenesis and poor overall survival in primary HGSOC. We experimentally addressed this correlation by modeling A3A expression in HGSOC, and this resulted in increased metastatic behavior of HGSOC cells in culture and distant metastatic spread in vivo, which was dependent on catalytic activity of A3A. A3A activity in both primary and cultured HGSOC cells yielded consistent alterations in expression of epithelial-mesenchymal transition (EMT) genes resulting in hybrid EMT and mesenchymal signatures, providing a mechanism for their increased metastatic potential. Inhibition of key EMT factors TWIST1 and IL-6 resulted in mitigation of A3A-dependent metastatic phenotypes. Our findings define the prevalence of A3A mutagenesis in HGSOC and implicate A3A as a driver of HGSOC metastasis via EMT, underscoring its clinical relevance as a potential prognostic biomarker. Our study lays the groundwork for the development of targeted therapies aimed at mitigating the deleterious effect of A3A-driven EMT in HGSOC.
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Affiliation(s)
| | | | | | - Dylan Fingerman
- Department of Pediatrics
- Cancer Biology Graduate Program, and
| | | | | | - Danielle LaVigne
- Department of Pediatrics
- Molecular Genetics and Genomics Graduate Program, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Katherine Fuh
- Department of Obstetrics, Gynecology, and Reproductive Sciences, UCSF, San Francisco, California, USA
| | - Lulu Sun
- Division of Anatomic and Molecular Pathology, Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | | | - Ronny Drapkin
- Penn Ovarian Cancer Research Center, Department of Obstetrics and Gynecology, and
- Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Mary M. Mullen
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Siteman Cancer Center, and
| | - Abby M. Green
- Department of Pediatrics
- Center for Genome Integrity, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri, USA
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15
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Savy T, Flanders L, Karpanasamy T, Sun M, Gerlinger M. Cancer evolution: from Darwin to the Extended Evolutionary Synthesis. Trends Cancer 2025; 11:204-215. [PMID: 39880745 DOI: 10.1016/j.trecan.2025.01.001] [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: 10/13/2024] [Revised: 12/24/2024] [Accepted: 01/03/2025] [Indexed: 01/31/2025]
Abstract
The fundamental evolutionary nature of cancer has been recognized for decades. Increasingly powerful genetic and single cell sequencing technologies, as well as preclinical models, continue to unravel the evolution of premalignant cells, and progression to metastatic stages and to drug-resistant end-stage disease. Here, we summarize recent advances and distil evolutionary principles and their relevance for the clinic. We reveal how cancer cell and microenvironmental plasticity are intertwined with Darwinian evolution and demonstrate the need for a conceptual framework that integrates these processes. This warrants the adoption of the recently developed Extended Evolutionary Synthesis (EES).
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Affiliation(s)
- Thomas Savy
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Lucy Flanders
- Barts Cancer Institute, Queen Mary University of London, London, UK; St Bartholomew's Hospital, London, London, UK
| | | | - Min Sun
- St Bartholomew's Hospital, London, London, UK
| | - Marco Gerlinger
- Barts Cancer Institute, Queen Mary University of London, London, UK; St Bartholomew's Hospital, London, London, UK.
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16
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Satas G, Myers MA, McPherson A, Shah SP. Inferring active mutational processes in cancer using single cell sequencing and evolutionary constraints. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.24.639589. [PMID: 40060559 PMCID: PMC11888314 DOI: 10.1101/2025.02.24.639589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/17/2025]
Abstract
Ongoing mutagenesis in cancer drives genetic diversity throughout the natural history of cancers. As the activities of mutational processes are dynamic throughout evolution, distinguishing the mutational signatures of 'active' and 'historical' processes has important implications for studying how tumors evolve. This can aid in understanding mutagenic states at the time of presentation, and in associating active mutational process with therapeutic resistance. As bulk sequencing primarily captures historical mutational processes, we studied whether ultra-low-coverage single-cell whole-genome sequencing (scWGS), which measures the distribution of mutations across hundreds or thousands of individual cells, could enable the distinction between historical and active mutational processes. While technical challenges and data sparsity have limited mutation analysis in scWGS, we show that these data contain valuable information about dynamic mutational processes. To robustly interpret single nucleotide variants (SNVs) in scWGS, we introduce ArtiCull, a method to identify and remove SNV artifacts by leveraging evolutionary constraints, enabling reliable detection of mutations for signature analysis. Applying this approach to scWGS data from pancreatic ductal adenocarcinoma (PDAC), triple-negative breast cancer (TNBC), and high-grade serous ovarian cancer (HGSOC), we uncover temporal and spatial patterns in mutational processes. In PDAC, we observe a temporal increase in mismatch repair deficiency (MMRd). In cisplatin-treated TNBC patient-derived xenografts, we identify therapy-induced mutagenesis and inactivation of APOBEC3 activity. In HGSOC, we show distinct patterns of APOBEC3 mutagenesis, including late tumor-wide activation in one case and clade-specific enrichment in another. Additionally, we detect a clone-specific increase in SBS17 activity, in a clone previously linked to recurrence. Our findings establish ultra-low-coverage scWGS as a powerful approach for studying active mutational processes that may influence ongoing clonal evolution and therapeutic resistance.
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Affiliation(s)
- Gryte Satas
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew A. Myers
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew McPherson
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sohrab P. Shah
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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17
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Dogan E, Firat ST, Cengiz M, Bozkurt O, Inanc M, Ozkan M. The Role of Clinicopathological Features in Tyrosine Kinase Inhibitory Duration in EGFR Mutant Metastatic Non-Small Cell Lung Cancer. J Clin Med 2025; 14:1149. [PMID: 40004680 PMCID: PMC11857043 DOI: 10.3390/jcm14041149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Revised: 01/31/2025] [Accepted: 02/06/2025] [Indexed: 02/27/2025] Open
Abstract
Background: Epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) are effective treatments for EGFR mutant (EGFRm) metastatic non-small cell lung cancer (mNSCLC). However, the benefit of EGFR-TKIs varies. We aimed to determine the impact of clinicopathological features on the duration of response to EGFR-TKIs in EGFRm mNSCLC. Method: Patients diagnosed with EGFRm mNSCLC who underwent EGFR-TKI therapy were retrospectively reviewed. Cox regression analyses were employed to determine the association between the PFS rates of EGFR-TKI treatments and the clinicopathological variables. Results: We included 83 patients in this study. The univariate analysis revealed that male gender, de novo metastatic disease, adrenal metastasis, and the absence of intrathoracic metastasis were significantly associated with poor PFS rates. The multivariate analyses revealed that male gender and adrenal metastasis were correlated with poor PFS rates. Conclusions: Male gender, de novo metastatic disease, adrenal metastasis, and the absence of intrathoracic metastasis negatively impact EGFR-TKI response in patients with EGFRm NSCLC.
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Affiliation(s)
- Ender Dogan
- Department of Medical Oncology, Kayseri City Education and Training Hospital, Kayseri 38080, Turkey
| | - Sedat Tarik Firat
- Department of Medical Oncology, Kayseri City Education and Training Hospital, Kayseri 38080, Turkey
| | - Muhammet Cengiz
- Department of Medical Oncology, Erciyes University, Kayseri 38039, Turkey
| | - Oktay Bozkurt
- Department of Medical Oncology, Erciyes University, Kayseri 38039, Turkey
| | - Mevlude Inanc
- Department of Medical Oncology, Erciyes University, Kayseri 38039, Turkey
| | - Metin Ozkan
- Department of Medical Oncology, Erciyes University, Kayseri 38039, Turkey
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18
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Wang C, Li J, Chen J, Wang Z, Zhu G, Song L, Wu J, Li C, Qiu R, Chen X, Zhang L, Li W. Multi-omics analyses reveal biological and clinical insights in recurrent stage I non-small cell lung cancer. Nat Commun 2025; 16:1477. [PMID: 39929832 PMCID: PMC11811181 DOI: 10.1038/s41467-024-55068-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 11/26/2024] [Indexed: 02/13/2025] Open
Abstract
Post-operative recurrence rates of stage I non-small cell lung cancer (NSCLC) range from 20% to 40%. Nonetheless, the molecular mechanisms underlying recurrence hitherto remain largely elusive. Here, we generate genomic, epigenomic and transcriptomic profiles of paired tumors and adjacent tissues from 122 stage I NSCLC patients, among which 57 patients develop recurrence after surgery during follow-up. Integrated analyses illustrate that the presence of predominantly solid or micropapillary histological subtypes, increased genomic instability, and APOBEC-related signature are associated with recurrence. Furthermore, TP53 missense mutation in DNA-binding domain could contribute to shorter time to recurrence. DNA hypomethylation is pronounced in recurrent NSCLC, and PRAME is the significantly hypomethylated and overexpressed gene in recurrent lung adenocarcinoma (LUAD). Mechanistically, hypomethylation at TEAD1 binding site facilitates the transcriptional activation of PRAME. Inhibition of PRAME restrains the tumor metastasis via downregulation of epithelial-mesenchymal transition-related genes. We also identify that enrichment of AT2 cells with higher copy number variation burden, exhausted CD8 + T cells and Macro_SPP1, along with the reduced interaction between AT2 and immune cells, is essential for the formation of ecosystem in recurrent LUAD. Finally, multi-omics clustering could stratify the NSCLC patients into 4 subclusters with varying recurrence risk and subcluster-specific therapeutic vulnerabilities. Collectively, this study constitutes a promising resource enabling insights into the biological mechanisms and clinical management for post-operative recurrence of stage I NSCLC.
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Affiliation(s)
- Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Jingwei Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jingyao Chen
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhoufeng Wang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Guonian Zhu
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lujia Song
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiayang Wu
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Changshu Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Rong Qiu
- Department of Respiratory and Critical Care Medicine, Suining Central Hospital, Suining, China
| | - Xuelan Chen
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Chengdu, Sichuan, China
| | - Li Zhang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Weimin Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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19
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Zhou F, Guo H, Xia Y, Le X, Tan DSW, Ramalingam SS, Zhou C. The changing treatment landscape of EGFR-mutant non-small-cell lung cancer. Nat Rev Clin Oncol 2025; 22:95-116. [PMID: 39614090 DOI: 10.1038/s41571-024-00971-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2024] [Indexed: 12/01/2024]
Abstract
The discovery of the association between EGFR mutations and the efficacy of EGFR tyrosine-kinase inhibitors (TKIs) has revolutionized the treatment paradigm for patients with non-small-cell lung cancer (NSCLC). Currently, third-generation EGFR TKIs, which are often characterized by potent central nervous system penetrance, are the standard-of-care first-line treatment for advanced-stage EGFR-mutant NSCLC. Rational combinations of third-generation EGFR TKIs with anti-angiogenic drugs, chemotherapy, the EGFR-MET bispecific antibody amivantamab or local tumour ablation are being investigated as strategies to delay drug resistance and increase clinical benefit. Furthermore, EGFR TKIs are being evaluated in patients with early stage or locally advanced EGFR-mutant NSCLC, with the ambitious aim of achieving cancer cure. Despite the inevitable challenge of acquired resistance, emerging treatments such as new TKIs, antibody-drug conjugates, new immunotherapeutic approaches and targeted protein degraders have shown considerable promise in patients with progression of EGFR-mutant NSCLC on or after treatment with EGFR TKIs. In this Review, we describe the current first-line treatment options for EGFR-mutant NSCLC, provide an overview of the mechanisms of acquired resistance to third-generation EGFR TKIs and explore novel promising treatment strategies. We also highlight potential avenues for future research that are aimed at improving the survival outcomes of patients with this disease.
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Affiliation(s)
- Fei Zhou
- Department of Medical Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Haoyue Guo
- Department of Medical Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yang Xia
- Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Xiuning Le
- Department of Thoracic Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Daniel S W Tan
- Division of Medical Oncology, National Cancer Centre Singapore, Duke-NUS Medical School, Singapore, Singapore
| | - Suresh S Ramalingam
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Winship Cancer Institute, Atlanta, GA, USA
| | - Caicun Zhou
- Department of Medical Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
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20
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Govindarajan P, Zeng Y, Larijani M. Biochemical assays for AID/APOBECs and the identification of AID/APOBEC inhibitors. Methods Enzymol 2025; 713:163-200. [PMID: 40250953 DOI: 10.1016/bs.mie.2024.12.001] [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: 04/20/2025]
Abstract
Activation-induced cytidine deaminase (AID) and apolipoprotein B-mRNA editing catalytic polypeptide 3 (APOBEC3 or A3) proteins belong to the AID/APOBEC family of cytidine deaminases. While AID mediates somatic hypermutation and class-switch recombination in adaptive immunity, A3s restrict viruses and retroelements by hypermutation. Mis-regulated expression and off-target activity of AID/A3 can cause genome-wide mutations promoting oncogenesis, immune evasion, and therapeutic resistance due to tumor and viral evolution. In these contexts, inhibition of AID/A3 represents a promising therapeutic approach. Competitive inhibition could be achieved with different strategies: one class would be small molecules that bind in the catalytic pocket (active site) and block access for the substrate cytidine. Another type of larger molecule inhibitor would bind the enzymes' surface more broadly and compete with the binding of the polynucleotide substrates prior to deamination catalysis. Several biochemical assays developed to assess AID/A3 activity can be employed to screen for potential inhibitors. These include in cellulo and in vitro activity-based as well as binding-based assays. In this chapter, we discuss the key considerations for designing robust enzyme assays and provide an overview of assays that we and others have established or modified for specific applications in AID/A3 enzymology, including measurement of inhibition. We provide detailed protocols for the two most widely used in vitro enzyme assays that directly measure the activities of purified AID/A3s on DNA and/or RNA substrates, namely, the gel-based alkaline cleavage assay and multiple variations of PCR/sequencing-based assays.
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Affiliation(s)
| | - Ying Zeng
- Simon Fraser University, Burnaby, BC, Canada
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21
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Wyllie MK, Morris CK, Moeller NH, Schares HAM, Moorthy R, Belica CA, Grillo MJ, Demir Ö, Ayoub AM, Carpenter MA, Aihara H, Harris RS, Amaro RE, Harki DA. The Impact of Sugar Conformation on the Single-Stranded DNA Selectivity of APOBEC3A and APOBEC3B Enzymes. ACS Chem Biol 2025; 20:117-127. [PMID: 39680033 DOI: 10.1021/acschembio.4c00540] [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] [Indexed: 12/17/2024]
Abstract
The APOBEC3 family of polynucleotide cytidine deaminases has diverse roles as viral restriction factors and oncogenic mutators. These enzymes convert cytidine to uridine in single-stranded (ss)DNA, inducing genomic mutations that promote drug resistance and tumor heterogeneity. Of the seven human APOBEC3 members, APOBEC3A (A3A) and APOBEC3B (A3B) are most implicated in driving pro-tumorigenic mutations. How these enzymes engage and selectively deaminate ssDNA over RNA is not well understood. We previously conducted molecular dynamics (MD) simulations that support the role of sugar conformation as a key molecular determinant in nucleic acid recognition by A3B. We hypothesize that A3A and A3B selectively deaminate substrates in the 2'-endo (DNA) conformation and show reduced activity for 3'-endo (RNA) conformation substrates. Consequently, we have characterized A3A- and A3B-binding and deaminase activity with chimeric oligonucleotides containing cytidine analogues that promote either the 2'-endo or 3'-endo conformation. Using fluorescence polarization and gel-based deamination assays, we determined that sugar conformation preferentially impacts the ability of these enzymes to deaminate substrates and less so binding to substrates. Using MD simulations, we identify specific active site interactions that promote selectivity based on the 2'-endo conformation. These findings help inform the biological functions of A3A and A3B in providing antiviral innate immunity and pathogenic functions in cancer.
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Affiliation(s)
- Mackenzie K Wyllie
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis 55455, United States
| | - Clare K Morris
- Department of Chemistry and Biochemistry, University of California, San Diego 92103, United States
| | - Nicholas H Moeller
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis 55455, United States
| | - Henry A M Schares
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis 55455, United States
| | - Ramkumar Moorthy
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis 55455, United States
| | - Christopher A Belica
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis 55455, United States
| | - Michael J Grillo
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis 55455, United States
| | - Özlem Demir
- Department of Chemistry and Biochemistry, University of California, San Diego 92103, United States
| | - Alex M Ayoub
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis 55455, United States
| | - Michael A Carpenter
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas 78249, United States
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas 78249, United States
| | - Hideki Aihara
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis 55455, United States
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas 78249, United States
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas 78249, United States
| | - Rommie E Amaro
- Department of Molecular Biology, University of California, San Diego 92103, United States
| | - Daniel A Harki
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis 55455, United States
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22
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Liao R, Yi G, Shen L, Xiao X, Zeng C, Liu L, Tang H, Huang S, Zhang X, Xu Z, Yang Z, Peng Y. Characterization of the genomic landscape in liver oligometastatic NSCLC. BMC Cancer 2025; 25:93. [PMID: 39819288 PMCID: PMC11737069 DOI: 10.1186/s12885-025-13478-5] [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: 08/28/2024] [Accepted: 01/08/2025] [Indexed: 01/30/2025] Open
Abstract
OBJECTIVES Emerging data have shown that local treatment could provide clinical benefit for non-small cell lung cancer (NSCLC) patients with oligometastasis. Liver metastases have the worst prognosis in advanced NSCLC, but the genomic characteristics of liver oligometastasis remain unclear. The aim of our study was to elucidate the molecular features of liver oligometastatic NSCLC. METHODS Paired liver metastatic tissue samples and peripheral blood from 32 liver oligometastatic NSCLC patients were concurrently collected for comprehensive genomic analysis using next-generation sequencing. RESULTS A total of 206 mutated genes in 32 patients were detected, with a median of 4 mutations per sample. The most frequent alterations (> 10%) in liver oligometastasis were TP53 (72%), EGFR (50%), RB1 (19%) and SMARCA4 (12%). The co-occurrence rate of TP53 and RB1 in our cohort was significantly higher than that in the TCGA-LUAD cohort. Age, APOBEC, homologous recombination deficiency (HRD) and deficient mismatch repair (dMMR) established the mutational signature of liver oligometastatic NSCLC. The median tumor mutation burden (TMB) was 4.8 mutations/Mb. A total of 78.12% patients harbored at least one potentially actionable molecular alteration that may guide further targeted therapy according to the OncoKB evidence. CONCLUSIONS Our study comprehensively delineated the genomic characteristics of liver oligometastatic NSCLC - such findings were helpful to better understand the distinct clinic-biological features of oligometastasis and optimize personalized treatment of this population.
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Affiliation(s)
- Rongxin Liao
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Guangming Yi
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
- Department of Oncology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan, China
| | - Lu Shen
- Geneplus-Beijing, Beijing, China
| | | | - Chuan Zeng
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Liangzhong Liu
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Hongjun Tang
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Shunping Huang
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Xiaoyue Zhang
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Zaicheng Xu
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Zhenzhou Yang
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
- Chongqing Clinical Research Center for Geriatrics and Gerontology, Chongqing, China.
- Department of Cancer Center, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, 400010, China.
| | - Yuan Peng
- Department of Cancer Center, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
- Guchengtai Community Health Center of Chengxi District Xining, Xining, Qinghai, China.
- Department of Cancer Center, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, 400010, China.
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23
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Zhao Z, Du Y, Chen X. Anti-Resistant Strategies: Icotinib Derivatives as Promising Non-Small Cell Lung Cancer Therapeutics. Curr Cancer Drug Targets 2025; 25:483-495. [PMID: 38967075 DOI: 10.2174/0115680096302595240605114828] [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: 01/26/2024] [Revised: 04/30/2024] [Accepted: 05/08/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND Non-small cell lung cancer (NSCLC) patients often benefit from EGFR inhibitors like gefitinib. However, drug resistance remains a significant challenge in treatment. The unique properties of 1,2,3-triazole, a nitrogen-based compound, hold promise as potential solutions due to its versatile structural attributes and diverse biological effects, including anticancer properties. MATERIALS AND METHODS Our synthesis process involved the huisgen cycloaddition chemical method, which generated diverse icotinib derivatives. We evaluated the anticancer capabilities of these derivatives against various cancer cell lines, with a specific focus on NSCLC cells that exhibit drug resistance. Additionally, we investigated the binding affinity of selected compounds, including 3l, towards wild-type EGFR using surface plasmon resonance (SPR) experiments. RESULTS Notably, icotinib derivatives such as derivative 3l demonstrated significant efficacy against different cancer cell lines, including those resistant to conventional therapies. Compound 3l exhibited potent activity with IC50 values below 10 μM against drug-resistant cells. SPR experiments revealed that 3l exhibited enhanced affinity towards wild-type EGFR compared to icotinib. Our research findings suggest that 3l acts as a compelling antagonist for the protein tyrosine kinase of EGFR (EGFR-PTK). CONCLUSION Icotinib derivative 3l, featuring a 1,2,3-triazole ring, demonstrates potent anticancer effects against drug-resistant NSCLC cells. Its enhanced binding affinity to EGFR and modulation of the EGFR-RAS-RAF-MAPK pathway position 3l as a promising candidate for the future development of anticancer drugs.
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Affiliation(s)
- Zhiwei Zhao
- The First Affiliated Hospital, College of Clinical Medicine of Henan University of Science and Technology, Luoyang, 471000, China
- School of Basic Medical Sciences, Henan University of Science and Technology, Luoyang, 471023, China
| | - Yu Du
- School of Basic Medical Sciences, Henan University of Science and Technology, Luoyang, 471023, China
| | - Xiaojie Chen
- The First Affiliated Hospital, College of Clinical Medicine of Henan University of Science and Technology, Luoyang, 471000, China
- School of Basic Medical Sciences, Henan University of Science and Technology, Luoyang, 471023, China
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24
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Sun X, Kumbier K, Gayathri S, Steri V, Wu LF, Altschuler SJ. Targeting PRMT1 Reduces Cancer Persistence and Tumor Relapse in EGFR- and KRAS-Mutant Lung Cancer. CANCER RESEARCH COMMUNICATIONS 2025; 5:119-127. [PMID: 39699269 PMCID: PMC11747858 DOI: 10.1158/2767-9764.crc-24-0389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Revised: 10/29/2024] [Accepted: 12/13/2024] [Indexed: 12/20/2024]
Abstract
SIGNIFICANCE Eliminating "persisters" before relapse is crucial for achieving durable treatment efficacy. This study provides a rationale for developing PRMT1-selective inhibitors to target cancer persisters and achieve more durable outcomes in oncogene-targeting therapies.
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Affiliation(s)
- Xiaoxiao Sun
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California
| | - Karl Kumbier
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California
| | - Savitha Gayathri
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California
| | - Veronica Steri
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
| | - Lani F. Wu
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California
| | - Steven J. Altschuler
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California
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25
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Karihtala P, Kilpivaara O, Porvari K. Mutational signatures and their association with cancer survival and gene expression in multiple cancer types. Int J Cancer 2025; 156:114-129. [PMID: 39194330 DOI: 10.1002/ijc.35148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 06/19/2024] [Accepted: 07/15/2024] [Indexed: 08/29/2024]
Abstract
Different endogenous and exogenous mutational processes cause specific patterns of somatic mutations and mutational signatures. Although their biological research has been intensive, there are only rare studies assessing the possible prognostic role of mutational signatures. We used data from The Cancer Genome Atlas to study the associations between the activity of the mutational signatures and four survival endpoints in 18 types of malignancies. We further explored the prognostic differences according to, for example, the HPV status in head and neck squamous cell carcinomas and smoking status in lung cancers. The predictive power of the signatures over time was evaluated with a dynamic area under the curve model, and the links between mutational signature activities and differences in gene expression patterns were analyzed. In 12 of 18 studied cancer types, we identified at least one mutational signature whose activity predicted survival outcomes after adjusting for the established prognostic factors. For example, overall survival was associated with the activity of mutational signatures in nine cancer types and disease-specific survival in seven cancer types. The clock-like signatures SBS5 and SBS40 were most commonly associated with survival endpoints. The genes of the myosin binding protein and melanoma antigen families were among the most substantially dysregulated genes between the signatures of low and high activity. The differences in gene expression also revealed various enriched pathways. Based on these data, specific mutational signatures associate with the gene expression and have the potential to serve as strong prognostic factors in several cancer types.
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Affiliation(s)
- Peeter Karihtala
- Department of Oncology, Helsinki University Hospital Comprehensive Cancer Center and University of Helsinki, Helsinki, Finland
- Department of Oncology and Radiotherapy, Oulu University Hospital, Oulu, Finland
| | - Outi Kilpivaara
- Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Medical and Clinical Genetics, Medicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- HUSLAB Laboratory of Genetics, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- K. Albin Johansson Cancer Research Fellow, Foundation for the Finnish Cancer Institute, Helsinki, Finland
| | - Katja Porvari
- Department of Pathology, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
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26
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Smith NJ, Reddin I, Policelli P, Oh S, Zainal N, Howes E, Jenkins B, Tracy I, Edmond M, Sharpe B, Amendra D, Zheng K, Egawa N, Doorbar J, Rao A, Mahadevan S, Carpenter MA, Harris RS, Ali S, Hanley C, Buisson R, King E, Thomas GJ, Fenton TR. Differentiation signals induce APOBEC3A expression via GRHL3 in squamous epithelia and squamous cell carcinoma. EMBO J 2025; 44:1-29. [PMID: 39548236 PMCID: PMC11696371 DOI: 10.1038/s44318-024-00298-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 10/21/2024] [Accepted: 10/24/2024] [Indexed: 11/17/2024] Open
Abstract
Two APOBEC DNA cytosine deaminase enzymes, APOBEC3A and APOBEC3B, generate somatic mutations in cancer, thereby driving tumour development and drug resistance. Here, we used single-cell RNA sequencing to study APOBEC3A and APOBEC3B expression in healthy and malignant mucosal epithelia, validating key observations with immunohistochemistry, spatial transcriptomics and functional experiments. Whereas APOBEC3B is expressed in keratinocytes entering mitosis, we show that APOBEC3A expression is confined largely to terminally differentiating cells and requires grainyhead-like transcription factor 3 (GRHL3). Thus, in normal tissue, neither deaminase appears to be expressed at high levels during DNA replication, the cell-cycle stage associated with APOBEC-mediated mutagenesis. In contrast, in squamous cell carcinoma we find that, there is expansion of GRHL3expression and activity to a subset of cells undergoing DNA replication and concomitant extension of APOBEC3A expression to proliferating cells. These findings suggest that APOBEC3A may play a functional role during keratinocyte differentiation, and offer a mechanism for acquisition of APOBEC3A mutagenic activity in tumours.
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Affiliation(s)
- Nicola J Smith
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- School of Biosciences, University of Kent, Canterbury, UK
| | - Ian Reddin
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- Bio-R Bioinformatics Research Facility, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Paige Policelli
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- Cell, Gene and RNA Therapies, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Sunwoo Oh
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
| | - Nur Zainal
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Emma Howes
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Benjamin Jenkins
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Ian Tracy
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Mark Edmond
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Benjamin Sharpe
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Damian Amendra
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Ke Zheng
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Nagayasu Egawa
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - John Doorbar
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Anjali Rao
- Gilead Sciences, Research Department, 324 Lakeside Dr, Foster City, CA, 94404, USA
| | - Sangeetha Mahadevan
- Gilead Sciences, Research Department, 324 Lakeside Dr, Foster City, CA, 94404, USA
| | - Michael A Carpenter
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, 78229, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, 78229, USA
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, 78229, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, 78229, USA
| | - Simak Ali
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, UK
| | - Christopher Hanley
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Rémi Buisson
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
| | - Emma King
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Gareth J Thomas
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Tim R Fenton
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.
- Institute for Life Sciences, University of Southampton, Southampton, UK.
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27
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Lu WT, Zalmas LP, Bailey C, Black JRM, Martinez-Ruiz C, Pich O, Gimeno-Valiente F, Usaite I, Magness A, Thol K, Webber TA, Jiang M, Saunders RE, Liu YH, Biswas D, Ige EO, Aerne B, Grönroos E, Venkatesan S, Stavrou G, Karasaki T, Al Bakir M, Renshaw M, Xu H, Schneider-Luftman D, Sharma N, Tovini L, Jamal-Hanjani M, McClelland SE, Litchfield K, Birkbak NJ, Howell M, Tapon N, Fugger K, McGranahan N, Bartek J, Kanu N, Swanton C. TRACERx analysis identifies a role for FAT1 in regulating chromosomal instability and whole-genome doubling via Hippo signalling. Nat Cell Biol 2025; 27:154-168. [PMID: 39738653 PMCID: PMC11735399 DOI: 10.1038/s41556-024-01558-w] [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: 07/07/2023] [Accepted: 10/16/2024] [Indexed: 01/02/2025]
Abstract
Chromosomal instability (CIN) is common in solid tumours and fuels evolutionary adaptation and poor prognosis by increasing intratumour heterogeneity. Systematic characterization of driver events in the TRACERx non-small-cell lung cancer (NSCLC) cohort identified that genetic alterations in six genes, including FAT1, result in homologous recombination (HR) repair deficiencies and CIN. Using orthogonal genetic and experimental approaches, we demonstrate that FAT1 alterations are positively selected before genome doubling and associated with HR deficiency. FAT1 ablation causes persistent replication stress, an elevated mitotic failure rate, nuclear deformation and elevated structural CIN, including chromosome translocations and radial chromosomes. FAT1 loss contributes to whole-genome doubling (a form of numerical CIN) through the dysregulation of YAP1. Co-depletion of YAP1 partially rescues numerical CIN caused by FAT1 loss but does not relieve HR deficiencies, nor structural CIN. Importantly, overexpression of constitutively active YAP15SA is sufficient to induce numerical CIN. Taken together, we show that FAT1 loss in NSCLC attenuates HR and exacerbates CIN through two distinct downstream mechanisms, leading to increased tumour heterogeneity.
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Affiliation(s)
| | | | | | - James R M Black
- The Francis Crick Institute, London, UK
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Carlos Martinez-Ruiz
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | | | - Francisco Gimeno-Valiente
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Ieva Usaite
- The Francis Crick Institute, London, UK
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | | | - Kerstin Thol
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | | | | | | | - Yun-Hsin Liu
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Dhruva Biswas
- The Francis Crick Institute, London, UK
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | | | | | | | - Subramanian Venkatesan
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Georgia Stavrou
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Takahiro Karasaki
- The Francis Crick Institute, London, UK
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
- Department of Thoracic Surgery, Respiratory Center, Toranomon Hospital, Tokyo, Japan
| | - Maise Al Bakir
- The Francis Crick Institute, London, UK
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | | | - Hang Xu
- The Francis Crick Institute, London, UK
| | | | - Natasha Sharma
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Laura Tovini
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Mariam Jamal-Hanjani
- The Francis Crick Institute, London, UK
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | | | - Kevin Litchfield
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Nicolai J Birkbak
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | | | | | - Kasper Fugger
- University College London Cancer Institute, London, UK
| | - Nicholas McGranahan
- CRUK Lung Cancer Centre of Excellence, London, UK
- University College London Cancer Institute, London, UK
| | - Jiri Bartek
- Danish Cancer Society Research Centre, Copenhagen, Denmark.
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Science for Laboratory, Karolinska Institutet, Solna, Sweden.
| | - Nnennaya Kanu
- CRUK Lung Cancer Centre of Excellence, London, UK.
- University College London Cancer Institute, London, UK.
| | - Charles Swanton
- The Francis Crick Institute, London, UK.
- CRUK Lung Cancer Centre of Excellence, London, UK.
- University College London Cancer Institute, London, UK.
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28
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Schneider JL, Han S, Nabel CS. Fuel for thought: targeting metabolism in lung cancer. Transl Lung Cancer Res 2024; 13:3692-3717. [PMID: 39830762 PMCID: PMC11736591 DOI: 10.21037/tlcr-24-662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 11/22/2024] [Indexed: 01/22/2025]
Abstract
For over a century, we have appreciated that the biochemical processes through which micro- and macronutrients are anabolized and catabolized-collectively referred to as "cellular metabolism"-are reprogrammed in malignancies. Cancer cells in lung tumors rewire pathways of nutrient acquisition and metabolism to meet the bioenergetic demands for unchecked proliferation. Advances in precision medicine have ushered in routine genotyping of patient lung tumors, enabling a deeper understanding of the contribution of altered metabolism to tumor biology and patient outcomes. This paradigm shift in thoracic oncology has spawned a new enthusiasm for dissecting oncogenotype-specific metabolic phenotypes and creates opportunity for selective targeting of essential tumor metabolic pathways. In this review, we discuss metabolic states across histologic and molecular subtypes of lung cancers and the additional changes in tumor metabolic pathways that occur during acquired therapeutic resistance. We summarize the clinical investigation of metabolism-specific therapies, addressing successes and limitations to guide the evaluation of these novel strategies in the clinic. Beyond changes in tumor metabolism, we also highlight how non-cellular autonomous processes merit particular consideration when manipulating metabolic processes systemically, such as efforts to disentangle how lung tumor cells influence immunometabolism. As the future of metabolic therapeutics hinges on use of models that faithfully recapitulate metabolic rewiring in lung cancer, we also discuss best practices for harmonizing workflows to capture patient specimens for translational metabolic analyses.
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Affiliation(s)
- Jaime L. Schneider
- Department of Medicine and Cancer Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Christopher S. Nabel
- Department of Medicine and Cancer Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
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29
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He W, Zheng Z, Zhao Q, Zhang R, Zheng H. Targeting HBV cccDNA Levels: Key to Achieving Complete Cure of Chronic Hepatitis B. Pathogens 2024; 13:1100. [PMID: 39770359 PMCID: PMC11728772 DOI: 10.3390/pathogens13121100] [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: 11/14/2024] [Revised: 12/07/2024] [Accepted: 12/11/2024] [Indexed: 01/16/2025] Open
Abstract
Chronic hepatitis B (CHB) caused by HBV infection has brought suffering to numerous people. Due to the stable existence of HBV cccDNA, the original template for HBV replication, chronic hepatitis B (CHB) is difficult to cure completely. Despite current antiviral strategies being able to effectively limit the progression of CHB, complete CHB cure requires directly targeting HBV cccDNA. In this review, we discuss strategies that may achieve a complete cure of CHB, including inhibition of cccDNA de novo synthesis, targeting cccDNA degradation through host factors and small molecules, CRISP-Cas9-based cccDNA editing, and silencing cccDNA epigenetically.
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Affiliation(s)
- Wei He
- Jiangsu Key Laboratory of Infection and Immunity, Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China; (W.H.); (Z.Z.)
- MOE Key Laboratory of Geriatric Disease and Immunology of Ministry of Education of China, Collaborative Innovation Center of Hematology, International Institute of Infection and Immunity, Institutes of Biology and Medical Sciences (IBMS), School of Medicine, Soochow University, Suzhou 215123, Jiangsu, China
| | - Zhijin Zheng
- Jiangsu Key Laboratory of Infection and Immunity, Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China; (W.H.); (Z.Z.)
- MOE Key Laboratory of Geriatric Disease and Immunology of Ministry of Education of China, Collaborative Innovation Center of Hematology, International Institute of Infection and Immunity, Institutes of Biology and Medical Sciences (IBMS), School of Medicine, Soochow University, Suzhou 215123, Jiangsu, China
| | - Qian Zhao
- Jiangsu Key Laboratory of Infection and Immunity, Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China; (W.H.); (Z.Z.)
- MOE Key Laboratory of Geriatric Disease and Immunology of Ministry of Education of China, Collaborative Innovation Center of Hematology, International Institute of Infection and Immunity, Institutes of Biology and Medical Sciences (IBMS), School of Medicine, Soochow University, Suzhou 215123, Jiangsu, China
| | - Renxia Zhang
- Jiangsu Key Laboratory of Infection and Immunity, Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China; (W.H.); (Z.Z.)
- MOE Key Laboratory of Geriatric Disease and Immunology of Ministry of Education of China, Collaborative Innovation Center of Hematology, International Institute of Infection and Immunity, Institutes of Biology and Medical Sciences (IBMS), School of Medicine, Soochow University, Suzhou 215123, Jiangsu, China
| | - Hui Zheng
- Jiangsu Key Laboratory of Infection and Immunity, Institutes of Biology and Medical Sciences, Soochow University, Suzhou 215123, Jiangsu, China; (W.H.); (Z.Z.)
- MOE Key Laboratory of Geriatric Disease and Immunology of Ministry of Education of China, Collaborative Innovation Center of Hematology, International Institute of Infection and Immunity, Institutes of Biology and Medical Sciences (IBMS), School of Medicine, Soochow University, Suzhou 215123, Jiangsu, China
- Department of Laboratory Medicine, Institute of Laboratory Medicine, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, Sichuan, China
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30
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Sanchez A, Buisson R. An in vitro cytidine deaminase assay to monitor APOBEC activity on DNA. Methods Enzymol 2024; 713:201-219. [PMID: 40250954 PMCID: PMC12083365 DOI: 10.1016/bs.mie.2024.11.037] [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] [Indexed: 04/20/2025]
Abstract
APOBEC enzymes promote the deamination of cytosine (C) to uracil (U) in DNA to defend cells against viruses but also serve as a predominant source of mutations in cancer genomes. This protocol describes an assay to monitor APOBEC deaminase activity in vitro on a synthetic DNA oligonucleotide. The method described here focuses specifically on APOBEC3B to illustrate the different steps of the assay. However, the protocol can be applied to monitor the DNA deaminase activity of any other member of the APOBEC family, such as APOBEC3A. This assay involves preparing APOBEC3B-expressing cell extract or purifying APOBEC3B by immunoprecipitation, followed by incubation with a single-stranded DNA containing a TpC motif. The deaminated cytosine is then removed by recombinant Uracil DNA Glycosylase present in the reaction to form an abasic site. The abasic site creates a weakness in the DNA's backbone, causing the DNA to be cleaved under high temperatures and alkaline conditions. Denaturing gel electrophoresis is used to separate cleaved DNA from full-length DNA, enabling the quantification of the percentage of deamination induced by APOBEC3B. This protocol can be used to determine the presence of APOBEC and the regulation of APOBEC activity in specific cell lines, to study substrate preference targeted by different members of the APOBEC family and different APOBEC mutants, or to determine the efficiency and specificity of inhibitor compounds against APOBEC enzymes.
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Affiliation(s)
- Ambrocio Sanchez
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, United States; Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, California, United States; Center for Virus Research, University of California Irvine, Irvine, California, United States
| | - Rémi Buisson
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, United States; Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, California, United States; Center for Virus Research, University of California Irvine, Irvine, California, United States; Department of Pharmaceutical Sciences, School of Pharmacy & Pharmaceutical Sciences, University of California Irvine, Irvine, California, United States.
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31
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Que Y, Lu X, Lu S, Sun F, Zhu J, Zhang Y, Wang J, Huang J, Liu W, Wang F, Li L, Zhang L, Gao M, Zhen Z, Zhang Y. Genomic and clinical characterization of pediatric lymphoepithelioma-like carcinoma. J Transl Med 2024; 22:1102. [PMID: 39633439 PMCID: PMC11616302 DOI: 10.1186/s12967-024-05921-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 11/27/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Pediatric lymphoepithelioma-like carcinoma (pLELC) is a rare neoplasm with unclear prognosis, genome, and tumor microenvironment. Our study aims to elucidate its genomic and clinical characteristics. METHODS Forty-one pLELC patients were enrolled at Sun Yat-sen University Cancer Center from 2012 to 2023. Kaplan-Meier analysis was utilized to estimate progression-free survival (PFS) and overall survival (OS). Baseline plasma protein levels from 16 patients and 9 health controls were analyzed using a Olink proteomic platform and whole exon sequence (WES) was performed on 11 tumor samples from 10 pediatric patients. Immunohistochemistry (IHC) for PD-L1was performed, and the infiltration of CD4+ or CD8+ T cells was evaluated. RESULTS Patients receiving anti PD-1 in combination with chemotherapy had a 1-year PFS of 100%, while the 2-year PFS was 72.92% (95%CI: 46.80‒100%). The 1-year OS for patients receiving anti PD-1 in combination with chemotherapy was 100%, and the 2-year OS was 87.5% (95%CI: 67.34-100%). Significant upregulation of immune checkpoint molecules was detected including LAG-3, PD-L1, and galectin-9 in LELC group by proteomic analysis (P < 0.05). The mutational landscape of pediatric LELC presented more genes mutated in pathways associated with immune, DNA repair, cell cycle and NOTCH. Pathway analysis of mutational profiles indicated DNA repair pathway and SWI/SNF complex were potential drug targets for pLELC patients. All the pediatric LELC patients evaluated exhibited positive PD-L1 expression and CD4+/CD8+ T cells infiltration. CONCLUSIONS Our findings indicate a promising response rate associated with the combination of PD-1 antibody treatment and chemotherapy in pediatric patients with LELC, providing a theoretical basis for targeting DNA repair pathways. These outcomes suggest that clinical trials involving immune checkpoint inhibitors are warranted in pediatric patients with LELC.
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Affiliation(s)
- Yi Que
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Xiuxia Lu
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Suying Lu
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Feifei Sun
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Jia Zhu
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Yu Zhang
- Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Juan Wang
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Junting Huang
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Wei Liu
- Department of Thoracic Surgery, Guangzhou Women and Children's Medical Centre, Guangzhou, Guangdong, People's Republic of China
| | - Fenghua Wang
- Department of Thoracic Surgery, Guangzhou Women and Children's Medical Centre, Guangzhou, Guangdong, People's Republic of China
| | - Liping Li
- Department of Pathology, Guangzhou Women and Children's Medical Centre, Guangzhou, Guangdong, People's Republic of China
| | - Li Zhang
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Min Gao
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Zijun Zhen
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Yizhuo Zhang
- Department of Pediatric Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.
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32
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Ortega P, Bournique E, Li J, Sanchez A, Santiago G, Harris BR, Green AM, Buisson R. ATR safeguards replication forks against APOBEC3B-induced toxic PARP1 trapping. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.14.623607. [PMID: 39605722 PMCID: PMC11601322 DOI: 10.1101/2024.11.14.623607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
ATR is the master safeguard of genomic integrity during DNA replication. Acute inhibition of ATR with ATR inhibitor (ATRi) triggers a surge in origin firing, leading to increased levels of single-stranded DNA (ssDNA) that rapidly deplete all available RPA. This leaves ssDNA unprotected and susceptible to breakage, a phenomenon known as replication catastrophe. However, the mechanism by which unprotected ssDNA breaks remains unclear. Here, we reveal that APOBEC3B is the key enzyme targeting unprotected ssDNA at replication forks, triggering a reaction cascade that induces fork collapse and PARP1 hyperactivation. Mechanistically, we demonstrate that uracils generated by APOBEC3B at replication forks are removed by UNG2, creating abasic sites that are subsequently cleaved by APE1 endonuclease. Moreover, we demonstrate that APE1-mediated DNA cleavage is the critical enzymatic step for PARP1 trapping and hyperactivation in cells, regardless of how abasic sites are generated on DNA. Finally, we show that APOBEC3B-induced toxic PARP1 trapping in response to ATRi drives cell sensitivity to ATR inhibition, creating to a context of synthetic lethality when combined with PARP inhibitors. Together, these findings reveal the mechanisms that cause replication forks to break during replication catastrophe and explain why ATRi-treated cells are particularly sensitive to PARP inhibitors.
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Affiliation(s)
- Pedro Ortega
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Elodie Bournique
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Junyi Li
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Ambrocio Sanchez
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Gisselle Santiago
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
| | - Brooke R. Harris
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
- Center for Genome Integrity, Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Abby M. Green
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
- Center for Genome Integrity, Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Rémi Buisson
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
- Center for Virus Research, University of California Irvine, Irvine, CA, USA
- Department of Pharmaceutical Sciences, School of Pharmacy & Pharmaceutical Sciences, University of California Irvine, Irvine, CA, USA
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33
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Zhang C, Lu YJ, Wang M, Chen B, Xiong F, Mitsopoulos C, Rossanese O, Li X, Clarke PA. Characterisation of APOBEC3B-Mediated RNA editing in breast cancer cells reveals regulatory roles of NEAT1 and MALAT1 lncRNAs. Oncogene 2024; 43:3366-3377. [PMID: 39322638 PMCID: PMC11554567 DOI: 10.1038/s41388-024-03171-5] [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: 11/16/2023] [Revised: 08/30/2024] [Accepted: 09/13/2024] [Indexed: 09/27/2024]
Abstract
RNA editing is a crucial post-transcriptional process that influences gene expression and increases the diversity of the proteome as a result of amino acid substitution. Recently, the APOBEC3 family has emerged as a significant player in this mechanism, with APOBEC3A (A3A) having prominent roles in base editing during immune and stress responses. APOBEC3B (A3B), another family member, has gained attention for its potential role in generating genomic DNA mutations in breast cancer. In this study, we coupled an inducible expression cell model with a novel methodology for identifying differential variants in RNA (DVRs) to map A3B-mediated RNA editing sites in a breast cancer cell model. Our findings indicate that A3B engages in selective RNA editing including targeting NEAT1 and MALAT1 long non-coding RNAs that are often highly expressed in tumour cells. Notably, the binding of these RNAs sequesters A3B and suppresses global A3B activity against RNA and DNA. Release of A3B from NEAT1/MALAT1 resulted in increased A3B activity at the expense of A3A activity suggesting a regulatory feedback loop between the two family members. This research substantially advances our understanding of A3B's role in RNA editing, its mechanistic underpinnings, and its potential relevance in the pathogenesis of breast cancer.
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Affiliation(s)
- Chi Zhang
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
- Shanghai Institute of Biological Products, Shanghai, China
| | - Yu-Jing Lu
- Guangdong Medicine-Engineering Interdisciplinary Technology Research Centre, School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou, China
| | - Mei Wang
- Shanghai Institute of Biological Products, Shanghai, China
| | - Bingjie Chen
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
- GMU-GIBH Joint School of Life Sciences, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Feifei Xiong
- Shanghai Institute of Biological Products, Shanghai, China
| | - Costas Mitsopoulos
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
| | - Olivia Rossanese
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
| | - Xiuling Li
- Shanghai Institute of Biological Products, Shanghai, China.
| | - Paul A Clarke
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK.
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Yang Y, Liu N, Gong L. An overview of the functions and mechanisms of APOBEC3A in tumorigenesis. Acta Pharm Sin B 2024; 14:4637-4648. [PMID: 39664421 PMCID: PMC11628810 DOI: 10.1016/j.apsb.2024.08.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Revised: 06/06/2024] [Accepted: 07/26/2024] [Indexed: 12/13/2024] Open
Abstract
The APOBEC3 (A3) family plays a pivotal role in the immune system by performing DNA/RNA single-strand deamination. Cancers mostly arise from the accumulation of chronic mutations in somatic cells, and recent research has highlighted the A3 family as a major contributor to tumor-associated mutations, with A3A being a key driver gene leading to cancer-related mutations. A3A helps to defend the host against virus-induced tumors by editing the genome of cancer-associated viruses that invade the host. However, when it is abnormally expressed, it leads to persistent, chronic mutations in the genome, thereby fueling tumorigenesis. Notably, A3A is prominently expressed in innate immune cells, particularly macrophages, thereby affecting the functional state of tumor-infiltrating immune cells and tumor growth. Furthermore, the expression of A3A in tumor cells may directly affect their proliferation and migration. A growing body of research has unveiled that A3A is closely related to various cancers, which signifies the potential significance of A3A in cancer therapy. This paper mainly classifies and summarizes the evidence of the relationship between A3A and tumorigenesis based on the potential mechanisms, aiming to provide valuable references for further research on the functions of A3A and its development in the area of cancer therapy.
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Affiliation(s)
- Yuqi Yang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Nan Liu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Likun Gong
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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35
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Devenport JM, Tran T, Harris BR, Fingerman DF, DeWeerd RA, Elkhidir L, LaVigne D, Fuh K, Sun L, Bednarski JJ, Drapkin R, Mullen M, Green AM. APOBEC3A drives metastasis of high-grade serous ovarian cancer by altering epithelial-to-mesenchymal transition. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.25.620297. [PMID: 39553968 PMCID: PMC11565781 DOI: 10.1101/2024.10.25.620297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
High-grade serous ovarian cancer (HGSOC) is the most prevalent and aggressive histological subtype of ovarian cancer, and often presents with metastatic disease. The drivers of metastasis in HGSOC remain enigmatic. APOBEC3A (A3A), an enzyme that generates mutations across various cancers, has been proposed as a mediator of tumor heterogeneity and disease progression. However, the role of A3A in HGSOC has not been explored. Through analysis of genome sequencing from primary HGSOC, we observed an association between high levels of APOBEC3 mutagenesis and poor overall survival. We experimentally addressed this correlation by modeling A3A activity in HGSOC cell lines and mouse models which resulted in increased metastatic behavior of HGSOC cells in culture and distant metastatic spread in vivo . A3A activity in both primary and cultured HGSOC cells yielded consistent alterations in expression of epithelial-mesenchymal-transition (EMT) genes resulting in hybrid EMT and mesenchymal signatures, and providing a mechanism for their increased metastatic potential. Our findings define the prevalence of A3A mutagenesis in HGSOC and implicate A3A as a driver of HGSOC metastasis via EMT, underscoring its clinical relevance as a potential prognostic biomarker. Our study lays the groundwork for the development of targeted therapies aimed at mitigating the deleterious impact of A3A-driven EMT in HGSOC.
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36
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Schmid S, Russell ZR, Yamashita AS, West ME, Parrish AG, Walker J, Rudoy D, Yan JZ, Quist DC, Gessesse BN, Alvinez N, Hill KD, Anderson LW, Cimino PJ, Kumasaka DK, Parchment RE, Holland EC, Szulzewsky F. ERK signaling promotes resistance to TRK kinase inhibition in NTRK fusion-driven glioma mouse models. Cell Rep 2024; 43:114829. [PMID: 39365700 PMCID: PMC11572037 DOI: 10.1016/j.celrep.2024.114829] [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: 05/28/2024] [Revised: 08/21/2024] [Accepted: 09/19/2024] [Indexed: 10/06/2024] Open
Abstract
Pediatric-type high-grade gliomas frequently harbor gene fusions involving receptor tyrosine kinase genes, including neurotrophic tyrosine kinase receptor (NTRK) fusions. Clinically, these tumors show high initial response rates to tyrosine kinase inhibition but ultimately recur due to the accumulation of additional resistance-conferring mutations. Here, we develop a series of genetically engineered mouse models of treatment-naive and -experienced NTRK1/2/3 fusion-driven gliomas. All tested NTRK fusions are oncogenic in vivo. The NTRK variant, N-terminal fusion partners, and resistance-associated point mutations all influence tumor histology and aggressiveness. Additional tumor suppressor losses greatly enhance tumor aggressiveness. Treatment with TRK kinase inhibitors significantly extends the survival of NTRK fusion-driven glioma mice, but fails to fully eradicate tumors, leading to recurrence upon treatment discontinuation. Finally, we show that ERK activation promotes resistance to TRK kinase inhibition and identify MEK inhibition as a potential combination therapy. These models will be invaluable tools to study therapy resistance of NTRK fusion tumors.
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MESH Headings
- Animals
- Glioma/genetics
- Glioma/pathology
- Glioma/drug therapy
- Protein Kinase Inhibitors/pharmacology
- Protein Kinase Inhibitors/therapeutic use
- Mice
- Disease Models, Animal
- MAP Kinase Signaling System/drug effects
- MAP Kinase Signaling System/genetics
- Receptor, trkA/metabolism
- Receptor, trkA/genetics
- Receptor, trkA/antagonists & inhibitors
- Humans
- Drug Resistance, Neoplasm/genetics
- Oncogene Proteins, Fusion/metabolism
- Oncogene Proteins, Fusion/genetics
- Receptor, trkC/genetics
- Receptor, trkC/metabolism
- Receptor, trkC/antagonists & inhibitors
- Receptor, trkB/metabolism
- Receptor, trkB/genetics
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Affiliation(s)
- Sebastian Schmid
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Zachary R Russell
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Alex Shimura Yamashita
- Clinical Pharmacodynamic Biomarkers Program, Applied/Developmental Research Directorate, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 21701, USA
| | - Madeline E West
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Abigail G Parrish
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Julia Walker
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Dmytro Rudoy
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - James Z Yan
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - David C Quist
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | | | - Neriah Alvinez
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Kimberly D Hill
- Pharmacokinetics Laboratory, Developmental Therapeutics Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21701, USA
| | - Larry W Anderson
- Pharmacokinetics Laboratory, Developmental Therapeutics Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21701, USA
| | - Patrick J Cimino
- Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Debra K Kumasaka
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Ralph E Parchment
- Clinical Pharmacodynamic Biomarkers Program, Applied/Developmental Research Directorate, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 21701, USA
| | - Eric C Holland
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Seattle Translational Tumor Research Center, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Frank Szulzewsky
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA; Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, UT 84112, USA.
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37
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Russo M, Chen M, Mariella E, Peng H, Rehman SK, Sancho E, Sogari A, Toh TS, Balaban NQ, Batlle E, Bernards R, Garnett MJ, Hangauer M, Leucci E, Marine JC, O'Brien CA, Oren Y, Patton EE, Robert C, Rosenberg SM, Shen S, Bardelli A. Cancer drug-tolerant persister cells: from biological questions to clinical opportunities. Nat Rev Cancer 2024; 24:694-717. [PMID: 39223250 DOI: 10.1038/s41568-024-00737-z] [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] [Accepted: 07/29/2024] [Indexed: 09/04/2024]
Abstract
The emergence of drug resistance is the most substantial challenge to the effectiveness of anticancer therapies. Orthogonal approaches have revealed that a subset of cells, known as drug-tolerant 'persister' (DTP) cells, have a prominent role in drug resistance. Although long recognized in bacterial populations which have acquired resistance to antibiotics, the presence of DTPs in various cancer types has come to light only in the past two decades, yet several aspects of their biology remain enigmatic. Here, we delve into the biological characteristics of DTPs and explore potential strategies for tracking and targeting them. Recent findings suggest that DTPs exhibit remarkable plasticity, being capable of transitioning between different cellular states, resulting in distinct DTP phenotypes within a single tumour. However, defining the biological features of DTPs has been challenging, partly due to the complex interplay between clonal dynamics and tissue-specific factors influencing their phenotype. Moreover, the interactions between DTPs and the tumour microenvironment, including their potential to evade immune surveillance, remain to be discovered. Finally, the mechanisms underlying DTP-derived drug resistance and their correlation with clinical outcomes remain poorly understood. This Roadmap aims to provide a comprehensive overview of the field of DTPs, encompassing past achievements and current endeavours in elucidating their biology. We also discuss the prospect of future advancements in technologies in helping to unveil the features of DTPs and propose novel therapeutic strategies that could lead to their eradication.
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Affiliation(s)
- Mariangela Russo
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy.
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy.
| | - Mengnuo Chen
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Elisa Mariella
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy
| | - Haoning Peng
- Institute of Thoracic Oncology and National Clinical Research Center for Geriatrics, West China Hospital of Sichuan University, Chengdu, China
| | - Sumaiyah K Rehman
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Elena Sancho
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain
| | - Alberto Sogari
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy
| | - Tzen S Toh
- Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Nathalie Q Balaban
- Racah Institute of Physics, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Eduard Batlle
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Rene Bernards
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Matthew Hangauer
- Department of Dermatology, University of California San Diego, San Diego, CA, USA
| | | | - Jean-Christophe Marine
- Department of Oncology, KU Leuven, Leuven, Belgium
- Center for Cancer Biology, VIB, Leuven, Belgium
| | - Catherine A O'Brien
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Surgery, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Yaara Oren
- Department of Human Molecular Genetics and Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - E Elizabeth Patton
- MRC Human Genetics Unit, and CRUK Scotland Centre and Edinburgh Cancer Research, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Caroline Robert
- Oncology Department, Dermatology Unit, Villejuif, France
- Oncology Department and INSERM U981, Villejuif, France
- Paris Saclay University, Villejuif, France
| | - Susan M Rosenberg
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Shensi Shen
- Institute of Thoracic Oncology and National Clinical Research Center for Geriatrics, West China Hospital of Sichuan University, Chengdu, China
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy.
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy.
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38
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Chu T, Maksoudian C, Pedrotti S, Izci M, Perez Gilabert I, Koutsoumpou X, Sargsian A, Girmatsion H, Goncalves FR, Scheele CL, Manshian BB, Soenen SJ. Nanomaterial-Mediated Delivery of MLKL Plasmids Sensitizes Tumors to Immunotherapy and Reduces Metastases. Adv Healthc Mater 2024; 13:e2401306. [PMID: 39031098 DOI: 10.1002/adhm.202401306] [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: 04/09/2024] [Revised: 06/19/2024] [Indexed: 07/22/2024]
Abstract
Cancer immunotherapy has emerged as a promising approach for the induction of an antitumor response. While immunotherapy response rates are very high in some cancers, the efficacy against solid tumors remains limited caused by the presence of an immunosuppressive tumor microenvironment. Induction of immunogenic cell death (ICD) in the tumor can be used to boost immunotherapy response in solid cancers by eliciting the release of immune-stimulatory components. However, the delivery of components inducing ICD to tumor sites remains a challenge. Here, a novel delivery method is described for antitumor therapy based on MLKL (Mixed Lineage Kinase Domain-Like), a key mediator of necroptosis and inducer of ICD. A novel highly branched poly (β-amino ester)s (HPAEs) system is designed to efficiently deliver MLKL plasmid DNA to the tumor with consequent enhancement of immune antigen presentation for T cell responses in vitro, and improved antitumor response and prolonged survival in tumor-bearing mice. Combination of the therapy with anti-PD-1 treatment revealed significant changes in the composition of the tumor microenvironment, including increased infiltration of CD8+ T cells and tumor-associated lymphocytes. Overall, the HPAEs delivery system can enhance MLKL-based cancer immunotherapy and promote antitumor immune responses, providing a potential treatment to boost cancer immunotherapies.
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Affiliation(s)
- Tianjiao Chu
- Department of Imaging and Pathology, NanoHealth and Optical Imaging Group, KULeuven, Leuven, 3000, Belgium
| | - Christy Maksoudian
- Department of Imaging and Pathology, NanoHealth and Optical Imaging Group, KULeuven, Leuven, 3000, Belgium
| | - Stefania Pedrotti
- Laboratory of Intravital Microscopy and Dynamics of Tumor Progression, Department of Oncology, KULeuven, Leuven, 3000, Belgium
- Laboratory of Intravital Microscopy and Dynamics of Tumor Progression, VIB Center for Cancer Biology, Leuven, 3000, Belgium
| | - Mukaddes Izci
- Department of Imaging and Pathology, NanoHealth and Optical Imaging Group, KULeuven, Leuven, 3000, Belgium
| | - Irati Perez Gilabert
- Department of Imaging and Pathology, NanoHealth and Optical Imaging Group, KULeuven, Leuven, 3000, Belgium
| | - Xanthippi Koutsoumpou
- Laboratory of Intravital Microscopy and Dynamics of Tumor Progression, Department of Oncology, KULeuven, Leuven, 3000, Belgium
| | - Ara Sargsian
- Department of Imaging and Pathology, Translational Cell and Tissue Research Unit, KULeuven, Leuven, 3000, Belgium
| | - Hermon Girmatsion
- Department of Imaging and Pathology, Translational Cell and Tissue Research Unit, KULeuven, Leuven, 3000, Belgium
| | - Filipa Roque Goncalves
- Department of Imaging and Pathology, NanoHealth and Optical Imaging Group, KULeuven, Leuven, 3000, Belgium
| | - Colinda Lgj Scheele
- Laboratory of Intravital Microscopy and Dynamics of Tumor Progression, Department of Oncology, KULeuven, Leuven, 3000, Belgium
- Laboratory of Intravital Microscopy and Dynamics of Tumor Progression, VIB Center for Cancer Biology, Leuven, 3000, Belgium
| | - Bella B Manshian
- Department of Imaging and Pathology, Translational Cell and Tissue Research Unit, KULeuven, Leuven, 3000, Belgium
- Leuven Cancer Institute, KULeuven, Leuven, 3000, Belgium
| | - Stefaan J Soenen
- Department of Imaging and Pathology, NanoHealth and Optical Imaging Group, KULeuven, Leuven, 3000, Belgium
- Leuven Cancer Institute, KULeuven, Leuven, 3000, Belgium
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39
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Simoni-Nieves A, Lindzen M, Giri S, Gupta N, Chatterjee R, Selvadurai BR, Van Daele M, Love D, Haga Y, Romaniello D, Salame TM, Zerbib M, Oren R, Tsutsumi Y, Lauriola M, Marrocco I, Yarden Y. A bispecific antibody targeting EGFR and AXL delays resistance to osimertinib. Cell Rep Med 2024; 5:101703. [PMID: 39216477 PMCID: PMC11528239 DOI: 10.1016/j.xcrm.2024.101703] [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: 12/18/2023] [Revised: 06/19/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024]
Abstract
Activating EGFR (epidermal growth factor receptor) mutations can be inhibited by specific tyrosine kinase inhibitors (TKIs), which have changed the landscape of lung cancer therapy. However, due to secondary mutations and bypass receptors, such as AXL (AXL receptor tyrosine kinase), drug resistance eventually emerges in most patients treated with the first-, second-, or third-generation TKIs (e.g., osimertinib). To inhibit AXL and resistance to osimertinib, we compare two anti-AXL drugs, an antibody (mAb654) and a TKI (bemcentinib). While no pair of osimertinib and an anti-AXL drug is able to prevent relapses, triplets combining osimertinib, cetuximab (an anti-EGFR antibody), and either anti-AXL drug are initially effective. However, longer monitoring uncovers superiority of the mAb654-containing triplet, possibly due to induction of receptor endocytosis, activation of immune mechanisms, or disabling intrinsic mutators. Hence, we constructed a bispecific antibody that engages both AXL and EGFR. When combined with osimertinib, the bispecific antibody consistently inhibits tumor relapses, which warrants clinical trials.
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Affiliation(s)
- Arturo Simoni-Nieves
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Moshit Lindzen
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Suvendu Giri
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Nitin Gupta
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Rishita Chatterjee
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Boobash-Raj Selvadurai
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Marieke Van Daele
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Danielle Love
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Yuya Haga
- Graduate School of Pharmaceutical Sciences, Osaka University, Osaka 565-0871, Japan
| | - Donatella Romaniello
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Tomer-Meir Salame
- Flow Cytometry Unit, Life Sciences Core Facilities, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Mirie Zerbib
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Roni Oren
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Yasuo Tsutsumi
- Graduate School of Pharmaceutical Sciences, Osaka University, Osaka 565-0871, Japan; Global Center for Medical Engineering and Informatics, Osaka University, Osaka 565-0871, Japan; Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka 565-0871, Japan
| | - Mattia Lauriola
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Ilaria Marrocco
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy.
| | - Yosef Yarden
- Departments of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel.
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40
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Papassotiriou I, Kapogiannatos A, Makatsoris C, Bakogeorgou S, Mantogiannakou I, Roussou E, Souras G, Liakas D, Sergentanis TN, Gavriatopoulou M, Ntanasis-Stathopoulos I. Efficacy and Safety of Amivantamab in Advanced or Metastatic EGFR-Mutant Non-Small Cell Lung Cancer: A Systematic Review. J Clin Med 2024; 13:5489. [PMID: 39336976 PMCID: PMC11432208 DOI: 10.3390/jcm13185489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 09/12/2024] [Accepted: 09/13/2024] [Indexed: 09/30/2024] Open
Abstract
Objectives: This systematic review aimed to examine the efficacy and safety profile of amivantamab in patients with advanced or metastatic non-small cell lung cancer (NSCLC) and EGFR mutations. Methods: Three scientific databases, PubMed, Cochrane library and ClinicalTrials.gov were searched for relevant articles up until 30 June 2024. Progression-free survival (PFS), overall survival (OS), objective response rate (ORR) and ≥3 grade adverse events (AE) were the outcomes of interest. Results: Five clinical trials were included in this systematic review, reporting data from 1124 patients (safety population; n = 1091 efficacy population), who received amivantamab as a monotherapy or in combination with other treatments, both in a first-line and in a relapsed/refractory setting. The median PFS for groups of patients that received amivantamab ranged from 4.3 to 8.3 months, while the lowest observed OS was 10.2 months. The ORR ranged from 30% to 73%. The rate of grade 3 or higher AEs ranged from 35% to 92%, while serious AEs ranged from 29% to 52%. Infusion-related reactions (IRRs) ranged from 42% to 78% among patients that received amivantamab intravenously, while a 13% IRR rate was found in a group of patients that received amivantamab subcutaneously. Conclusions: Current evidence suggests that amivantamab is an effective treatment option for patients with advanced or metastatic NSCLC with EGFR mutations. Amivantamab-based combinations may prolong survival both in the treatment of naïve patients and those who have progressed on chemotherapy or tyrosine kinase inhibitors.
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Affiliation(s)
- Ionas Papassotiriou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Antonios Kapogiannatos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Christos Makatsoris
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Sabrina Bakogeorgou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Ioanna Mantogiannakou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Emmanouela Roussou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Georgios Souras
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Dimitris Liakas
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | | | - Maria Gavriatopoulou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Ioannis Ntanasis-Stathopoulos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
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41
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Hedger AK, Myint W, Lee JM, Suchenski-Loustaunau D, Balachandran V, Shaqra AM, Kurt-Yilmaz N, Watts JK, Matsuo H, Schiffer CA. Next generation APOBEC3 inhibitors: Optimally designed for potency and nuclease stability. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.05.611238. [PMID: 39282427 PMCID: PMC11398451 DOI: 10.1101/2024.09.05.611238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/25/2024]
Abstract
APOBEC3 (or A3) enzymes have emerged as potential therapeutic targets due to their role in introducing heterogeneity in viruses and cancer, often leading to drug resistance. Inhibiting these enzymes has remained elusive as initial phosphodiester (PO) linked DNA based inhibitors lack stability and potency. We have enhanced both potency and nuclease stability, of 2'-deoxy-zebularine (dZ), substrate-based oligonucleotide inhibitors for two critical A3's: A3A and A3G. While replacing the phosphate backbone with phosphorothioate (PS) linkages increased nuclease stability, fully PS-modified inhibitors lost potency (1.4-3.7 fold) due to the structural constraints of the active site. For both enzymes, mixed PO/PS backbones enhanced potency (2.3-9.2 fold), while also vastly improving nuclease resistance. We also strategically introduced 2'-fluoro sugar modifications, creating the first nanomolar inhibitor of A3G-CTD2. With hairpin-structured inhibitors containing optimized PS patterns and LNA sugar modifications, we characterize the first single-digit nanomolar inhibitor targeting A3A. These extremely potent A3A inhibitors, were highly resistant to nuclease degradation in serum stability assays. Overall, our optimally designed A3 oligonucleotide inhibitors show improved potency and stability, compared to previous attempts to inhibit these critical enzymes, opening the door to realize the therapeutic potential of A3 inhibition.
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Affiliation(s)
- Adam K Hedger
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, USA
- RNA Therapeutics Institute, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Wazo Myint
- Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, USA
| | - Jeong Min Lee
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Diego Suchenski-Loustaunau
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Vanivilasini Balachandran
- Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, USA
| | - Ala M Shaqra
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Nese Kurt-Yilmaz
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Jonathan K Watts
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, USA
- RNA Therapeutics Institute, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Hiroshi Matsuo
- Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, USA
| | - Celia A Schiffer
- Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, Worcester, MA 01605, USA
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42
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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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43
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Kawale AS, Zou L. Regulation, functional impact, and therapeutic targeting of APOBEC3A in cancer. DNA Repair (Amst) 2024; 141:103734. [PMID: 39047499 PMCID: PMC11330346 DOI: 10.1016/j.dnarep.2024.103734] [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: 05/02/2024] [Revised: 07/16/2024] [Accepted: 07/19/2024] [Indexed: 07/27/2024]
Abstract
Enzymes of the apolipoprotein B mRNA editing catalytic polypeptide like (APOBEC) family are cytosine deaminases that convert cytosine to uracil in DNA and RNA. Among these proteins, APOBEC3 sub-family members, APOBEC3A (A3A) and APOBEC3B (A3B), are prominent sources of mutagenesis in cancer cells. The aberrant expression of A3A and A3B in cancer cells leads to accumulation of mutations with specific single-base substitution (SBS) signatures, characterized by C→T and C→G changes, in a number of tumor types. In addition to fueling mutagenesis, A3A and A3B, particularly A3A, induce DNA replication stress, DNA damage, and chromosomal instability through their catalytic activities, triggering a range of cellular responses. Thus, A3A/B have emerged as key drivers of genome evolution during cancer development, contributing to tumorigenesis, tumor heterogeneity, and therapeutic resistance. Yet, the expression of A3A/B in cancer cells presents a cancer vulnerability that can be exploited therapeutically. In this review, we discuss the recent studies that shed light on the mechanisms regulating A3A expression and the impact of A3A in cancer. We also review recent advances in the development of A3A inhibitors and provide perspectives on the future directions of A3A research.
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Affiliation(s)
- Ajinkya S Kawale
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, USA
| | - Lee Zou
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA.
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44
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Sun X, Wu LF, Altschuler SJ, Hata AN. Targeting therapy-persistent residual disease. NATURE CANCER 2024; 5:1298-1304. [PMID: 39289594 DOI: 10.1038/s43018-024-00819-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 07/26/2024] [Indexed: 09/19/2024]
Abstract
Disease relapse driven by acquired drug resistance limits the effectiveness of most systemic anti-cancer agents. Targeting persistent cancer cells in residual disease before relapse has emerged as a potential strategy for enhancing the efficacy and the durability of current therapies. However, barriers remain to implementing persister-directed approaches in the clinic. This Perspective discusses current preclinical and clinical complexities and outlines key steps toward the development of clinical strategies that target therapy-persistent residual disease.
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Affiliation(s)
- Xiaoxiao Sun
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
| | - Lani F Wu
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA.
| | - Steven J Altschuler
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA.
| | - Aaron N Hata
- Massachusetts General Hospital Cancer Center, Boston, MA, USA.
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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45
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He J, Qiu Z, Fan J, Xie X, Sheng Q, Sui X. Drug tolerant persister cell plasticity in cancer: A revolutionary strategy for more effective anticancer therapies. Signal Transduct Target Ther 2024; 9:209. [PMID: 39138145 PMCID: PMC11322379 DOI: 10.1038/s41392-024-01891-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 05/21/2024] [Accepted: 06/03/2024] [Indexed: 08/15/2024] Open
Abstract
Non-genetic mechanisms have recently emerged as important drivers of anticancer drug resistance. Among these, the drug tolerant persister (DTP) cell phenotype is attracting more and more attention and giving a predominant non-genetic role in cancer therapy resistance. The DTP phenotype is characterized by a quiescent or slow-cell-cycle reversible state of the cancer cell subpopulation and inert specialization to stimuli, which tolerates anticancer drug exposure to some extent through the interaction of multiple underlying mechanisms and recovering growth and proliferation after drug withdrawal, ultimately leading to treatment resistance and cancer recurrence. Therefore, targeting DTP cells is anticipated to provide new treatment opportunities for cancer patients, although our current knowledge of these DTP cells in treatment resistance remains limited. In this review, we provide a comprehensive overview of the formation characteristics and underlying drug tolerant mechanisms of DTP cells, investigate the potential drugs for DTP (including preclinical drugs, novel use for old drugs, and natural products) based on different medicine models, and discuss the necessity and feasibility of anti-DTP therapy, related application forms, and future issues that will need to be addressed to advance this emerging field towards clinical applications. Nonetheless, understanding the novel functions of DTP cells may enable us to develop new more effective anticancer therapy and improve clinical outcomes for cancer patients.
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Affiliation(s)
- Jun He
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Zejing Qiu
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Jingjing Fan
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Xiaohong Xie
- Department of Breast Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
| | - Qinsong Sheng
- Department of Colorectal Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
| | - Xinbing Sui
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China.
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China.
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46
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Brown GW. The cytidine deaminase APOBEC3C has unique sequence and genome feature preferences. Genetics 2024; 227:iyae092. [PMID: 38946641 PMCID: PMC12117445 DOI: 10.1093/genetics/iyae092] [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: 01/17/2024] [Accepted: 05/22/2024] [Indexed: 07/02/2024] Open
Abstract
APOBEC proteins are cytidine deaminases that restrict the replication of viruses and transposable elements. Several members of the APOBEC3 family, APOBEC3A, APOBEC3B, and APOBEC3H-I, can access the nucleus and cause what is thought to be indiscriminate deamination of the genome, resulting in mutagenesis and genome instability. Although APOBEC3C is also present in the nucleus, the full scope of its deamination target preferences is unknown. By expressing human APOBEC3C in a yeast model system, I have defined the APOBEC3C mutation signature, as well as the preferred genome features of APOBEC3C targets. The APOBEC3C mutation signature is distinct from those of the known cancer genome mutators APOBEC3A and APOBEC3B. APOBEC3C produces DNA strand-coordinated mutation clusters, and APOBEC3C mutations are enriched near the transcription start sites of active genes. Surprisingly, APOBEC3C lacks the bias for the lagging strand of DNA replication that is seen for APOBEC3A and APOBEC3B. The unique preferences of APOBEC3C constitute a mutation profile that will be useful in defining sites of APOBEC3C mutagenesis in human genomes.
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Affiliation(s)
- Grant W Brown
- Department of Biochemistry, University of Toronto, 1 King’s College Circle, Toronto, ON, Canada M5S 1A8
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, ON, Canada M5S 3E1
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47
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Shiba-Ishii A, Isagawa T, Shiozawa T, Mato N, Nakagawa T, Takada Y, Hirai K, Hong J, Saitoh A, Takeda N, Niki T, Murakami Y, Matsubara D. Novel therapeutic strategies targeting bypass pathways and mitochondrial dysfunction to combat resistance to RET inhibitors in NSCLC. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167249. [PMID: 38768929 DOI: 10.1016/j.bbadis.2024.167249] [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: 02/19/2024] [Revised: 05/11/2024] [Accepted: 05/15/2024] [Indexed: 05/22/2024]
Abstract
RET fusion is an oncogenic driver in 1-2 % of patients with non-small cell lung cancer (NSCLC). Although RET-positive tumors have been treated with multikinase inhibitors such as vandetanib or RET-selective inhibitors, ultimately resistance to them develops. Here we established vandetanib resistance (VR) clones from LC-2/ad cells harboring CCDC6-RET fusion and explored the molecular mechanism of the resistance. Each VR clone had a distinct phenotype, implying they had acquired resistance via different mechanisms. Consistently, whole exome-seq and RNA-seq revealed that the VR clones had unique mutational signatures and expression profiles, and shared only a few common remarkable events. AXL and IGF-1R were activated as bypass pathway in different VR clones, and sensitive to a combination of RET and AXL inhibitors or IGF-1R inhibitors, respectively. SMARCA4 loss was also found in a particular VR clone and 55 % of post-TKI lung tumor tissues, being correlated with higher sensitivity to SMARCA4/SMARCA2 dual inhibition and shorter PFS after subsequent treatments. Finally, we detected an increased number of damaged mitochondria in one VR clone, which conferred sensitivity to mitochondrial electron transfer chain inhibitors. Increased mitochondria were also observed in post-TKI biopsy specimens in 13/20 cases of NSCLC, suggesting a potential strategy targeting mitochondria to treat resistant tumors. Our data propose new promising therapeutic options to combat resistance to RET inhibitors in NSCLC.
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MESH Headings
- Humans
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/metabolism
- Proto-Oncogene Proteins c-ret/antagonists & inhibitors
- Proto-Oncogene Proteins c-ret/genetics
- Proto-Oncogene Proteins c-ret/metabolism
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- Lung Neoplasms/drug therapy
- Lung Neoplasms/pathology
- Lung Neoplasms/genetics
- Lung Neoplasms/metabolism
- Mitochondria/metabolism
- Mitochondria/drug effects
- Piperidines/pharmacology
- Piperidines/therapeutic use
- Protein Kinase Inhibitors/therapeutic use
- Protein Kinase Inhibitors/pharmacology
- Cell Line, Tumor
- Quinazolines/pharmacology
- Quinazolines/therapeutic use
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Transcription Factors/antagonists & inhibitors
- Signal Transduction/drug effects
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Oncogene Proteins, Fusion/antagonists & inhibitors
- DNA Helicases/genetics
- DNA Helicases/metabolism
- DNA Helicases/antagonists & inhibitors
- Cytoskeletal Proteins
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Affiliation(s)
- Aya Shiba-Ishii
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Takayuki Isagawa
- Center for Data Science, Jichi Medical University, Tochigi, Japan
| | - Toshihiro Shiozawa
- Department of Respiratory Medicine, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Naoko Mato
- Division of Pulmonary Medicine, Department of Medicine, Jichi Medical University, Ibaraki, Japan
| | - Tomoki Nakagawa
- Department of Pathology, University of Tsukuba Hospital, Ibaraki, Japan
| | - Yurika Takada
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Kanon Hirai
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Jeongmin Hong
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Anri Saitoh
- Division of Molecular Pathology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Norihiko Takeda
- Division of Cardiology and Metabolism, Center for Molecular Medicine, Jichi Medical University, Tochigi, Japan
| | - Toshiro Niki
- Department of Pathology, Jichi Medical University, Tochigi, Japan
| | - Yoshinori Murakami
- Division of Molecular Pathology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Daisuke Matsubara
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan.
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48
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Kayhanian H, Cross W, van der Horst SEM, Barmpoutis P, Lakatos E, Caravagna G, Zapata L, Van Hoeck A, Middelkamp S, Litchfield K, Steele C, Waddingham W, Patel D, Milite S, Jin C, Baker AM, Alexander DC, Khan K, Hochhauser D, Novelli M, Werner B, van Boxtel R, Hageman JH, Buissant des Amorie JR, Linares J, Ligtenberg MJL, Nagtegaal ID, Laclé MM, Moons LMG, Brosens LAA, Pillay N, Sottoriva A, Graham TA, Rodriguez-Justo M, Shiu KK, Snippert HJG, Jansen M. Homopolymer switches mediate adaptive mutability in mismatch repair-deficient colorectal cancer. Nat Genet 2024; 56:1420-1433. [PMID: 38956208 PMCID: PMC11250277 DOI: 10.1038/s41588-024-01777-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 04/25/2024] [Indexed: 07/04/2024]
Abstract
Mismatch repair (MMR)-deficient cancer evolves through the stepwise erosion of coding homopolymers in target genes. Curiously, the MMR genes MutS homolog 6 (MSH6) and MutS homolog 3 (MSH3) also contain coding homopolymers, and these are frequent mutational targets in MMR-deficient cancers. The impact of incremental MMR mutations on MMR-deficient cancer evolution is unknown. Here we show that microsatellite instability modulates DNA repair by toggling hypermutable mononucleotide homopolymer runs in MSH6 and MSH3 through stochastic frameshift switching. Spontaneous mutation and reversion modulate subclonal mutation rate, mutation bias and HLA and neoantigen diversity. Patient-derived organoids corroborate these observations and show that MMR homopolymer sequences drift back into reading frame in the absence of immune selection, suggesting a fitness cost of elevated mutation rates. Combined experimental and simulation studies demonstrate that subclonal immune selection favors incremental MMR mutations. Overall, our data demonstrate that MMR-deficient colorectal cancers fuel intratumor heterogeneity by adapting subclonal mutation rate and diversity to immune selection.
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Affiliation(s)
| | - William Cross
- UCL Cancer Institute, University College London, London, UK
- Cancer Mechanisms and Biomarker Discovery Group, School of Life Sciences, University of Westminster, London, UK
| | - Suzanne E M van der Horst
- Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Panagiotis Barmpoutis
- UCL Cancer Institute, University College London, London, UK
- UCL Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - Eszter Lakatos
- Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden
| | - Giulio Caravagna
- Department of Mathematics, Informatics and Geosciences, University of Trieste, Trieste, Italy
| | - Luis Zapata
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Arne Van Hoeck
- Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Sjors Middelkamp
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | | | | | - Dominic Patel
- UCL Cancer Institute, University College London, London, UK
| | - Salvatore Milite
- Department of Mathematics, Informatics and Geosciences, University of Trieste, Trieste, Italy
| | - Chen Jin
- UCL Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - Ann-Marie Baker
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Daniel C Alexander
- UCL Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - Khurum Khan
- Department of Oncology, UCL Cancer Institute, University College London, London, UK
| | - Daniel Hochhauser
- UCL Cancer Institute, University College London, London, UK
- Department of Oncology, UCL Cancer Institute, University College London, London, UK
| | - Marco Novelli
- UCL Cancer Institute, University College London, London, UK
- Department of Pathology, University College London Hospital, London, UK
| | - Benjamin Werner
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Ruben van Boxtel
- Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Joris H Hageman
- Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | | | - Marjolijn J L Ligtenberg
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Iris D Nagtegaal
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Miangela M Laclé
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Leon M G Moons
- Department of Gastroenterology and Hepatology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Lodewijk A A Brosens
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | | | - Andrea Sottoriva
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Computational Biology Research Centre, Human Technopole, Milan, Italy
| | - Trevor A Graham
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Manuel Rodriguez-Justo
- UCL Cancer Institute, University College London, London, UK
- Department of Pathology, University College London Hospital, London, UK
| | - Kai-Keen Shiu
- UCL Cancer Institute, University College London, London, UK
- Department of Oncology, UCL Cancer Institute, University College London, London, UK
| | - Hugo J G Snippert
- Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - Marnix Jansen
- UCL Cancer Institute, University College London, London, UK.
- Department of Pathology, University College London Hospital, London, UK.
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49
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Yaacov A, Ben Cohen G, Landau J, Hope T, Simon I, Rosenberg S. Cancer mutational signatures identification in clinical assays using neural embedding-based representations. Cell Rep Med 2024; 5:101608. [PMID: 38866015 PMCID: PMC11228799 DOI: 10.1016/j.xcrm.2024.101608] [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: 09/27/2023] [Revised: 03/28/2024] [Accepted: 05/16/2024] [Indexed: 06/14/2024]
Abstract
While mutational signatures provide a plethora of prognostic and therapeutic insights, their application in clinical-setting, targeted gene panels is extremely limited. We develop a mutational representation model (which learns and embeds specific mutation signature connections) that enables prediction of dominant signatures with only a few mutations. We predict the dominant signatures across more than 60,000 tumors with gene panels, delineating their landscape across different cancers. Dominant signature predictions in gene panels are of clinical importance. These included UV, tobacco, and apolipoprotein B mRNA editing enzyme, catalytic polypeptide (APOBEC) signatures that are associated with better survival, independently from mutational burden. Further analyses reveal gene and mutation associations with signatures, such as SBS5 with TP53 and APOBEC with FGFR3S249C. In a clinical use case, APOBEC signature is a robust and specific predictor for resistance to epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs). Our model provides an easy-to-use way to detect signatures in clinical setting assays with many possible clinical implications for an unprecedented number of cancer patients.
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Affiliation(s)
- Adar Yaacov
- Gaffin Center for Neuro-Oncology, Sharett Institute for Oncology, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel; The Wohl Institute for Translational Medicine, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel; Department of Microbiology and Molecular Genetics, IMRIC, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.
| | - Gil Ben Cohen
- Gaffin Center for Neuro-Oncology, Sharett Institute for Oncology, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel; The Wohl Institute for Translational Medicine, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Jakob Landau
- Gaffin Center for Neuro-Oncology, Sharett Institute for Oncology, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel; The Wohl Institute for Translational Medicine, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Tom Hope
- School of Computer Science and Engineering, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Itamar Simon
- Department of Microbiology and Molecular Genetics, IMRIC, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Shai Rosenberg
- Gaffin Center for Neuro-Oncology, Sharett Institute for Oncology, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel; The Wohl Institute for Translational Medicine, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.
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50
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Cheong TC, Jang A, Wang Q, Leonardi GC, Ricciuti B, Alessi JV, Di Federico A, Awad MM, Lehtinen MK, Harris MH, Chiarle R. Mechanistic patterns and clinical implications of oncogenic tyrosine kinase fusions in human cancers. Nat Commun 2024; 15:5110. [PMID: 38877018 PMCID: PMC11178778 DOI: 10.1038/s41467-024-49499-0] [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: 01/08/2024] [Accepted: 06/04/2024] [Indexed: 06/16/2024] Open
Abstract
Tyrosine kinase (TK) fusions are frequently found in cancers, either as initiating events or as a mechanism of resistance to targeted therapy. Partner genes and exons in most TK fusions are followed typical recurrent patterns, but the underlying mechanisms and clinical implications of these patterns are poorly understood. By developing Functionally Active Chromosomal Translocation Sequencing (FACTS), we discover that typical TK fusions involving ALK, ROS1, RET and NTRK1 are selected from pools of chromosomal rearrangements by two major determinants: active transcription of the fusion partner genes and protein stability. In contrast, atypical TK fusions that are rarely seen in patients showed reduced protein stability, decreased downstream oncogenic signaling, and were less responsive to inhibition. Consistently, patients with atypical TK fusions were associated with a reduced response to TKI therapies. Our findings highlight the principles of oncogenic TK fusion formation and selection in cancers, with clinical implications for guiding targeted therapy.
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Affiliation(s)
- Taek-Chin Cheong
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA.
| | - Ahram Jang
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, 02115, USA
| | - Qi Wang
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA
| | - Giulia C Leonardi
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123, Catania, Italy
| | - Biagio Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA, 02115, USA
| | - Joao V Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA, 02115, USA
| | | | - Mark M Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA, 02115, USA
| | - Maria K Lehtinen
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA
| | - Marian H Harris
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA
| | - Roberto Chiarle
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA.
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Torino, 10126, Italy.
- Division of Hematopathology, IEO European Institute of Oncology IRCCS, 20141, Milan, Italy.
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