1
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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] [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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2
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Braza MKE, Demir Ö, Ahn SH, Morris CK, Calvó-Tusell C, McGuire KL, de la Peña Avalos B, Carpenter MA, Chen Y, Casalino L, Aihara H, Herzik MA, Harris RS, Amaro RE. Regulatory interactions between APOBEC3B N- and C-terminal domains. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.11.628032. [PMID: 39713448 PMCID: PMC11661193 DOI: 10.1101/2024.12.11.628032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/24/2024]
Abstract
APOBEC3B (A3B) is implicated in DNA mutations that facilitate tumor evolution. Although structures of its individual N- and C-terminal domains (NTD and CTD) have been resolved through X-ray crystallography, the full-length A3B (fl-A3B) structure remains elusive, limiting understanding of its dynamics and mechanisms. In particular, the APOBEC3B C-terminal domain (A3Bctd) active site is frequently closed in models and structures. In this study, we built several new models of fl-A3B using integrative structural biology methods and selected a top model for further dynamical investigation. We compared dynamics of the truncated (A3Bctd) to the fl-A3B via conventional and Gaussian accelerated molecular dynamics (MD) simulations. Subsequently, we employed weighted ensemble methods to explore the fl-A3B active site opening mechanism, finding that interactions at the NTD-CTD interface enhance the opening frequency of the fl-A3B active site. Our findings shed light on the structural dynamics of fl-A3B, which may offer new avenues for therapeutic intervention in cancer.
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Affiliation(s)
- Mac Kevin E Braza
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA
| | - Özlem Demir
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA
| | - Surl-Hee Ahn
- Department of Chemical Engineering, University of California, Davis, Davis, CA
| | - Clare K Morris
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA
| | - Carla Calvó-Tusell
- Department of Molecular Biology, University of California, San Diego, La Jolla, CA
| | - Kelly L McGuire
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA
| | - Bárbara de la Peña Avalos
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX
| | - Michael A Carpenter
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX
| | - Yanjun Chen
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX
| | - Lorenzo Casalino
- Department of Molecular Biology, University of California, San Diego, La Jolla, CA
| | - Hideki Aihara
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN
| | - Mark A Herzik
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX
| | - Rommie E Amaro
- Department of Molecular Biology, University of California, San Diego, La Jolla, CA
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3
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Garcia NMG, Becerra JN, McKinney BJ, DiMarco AV, Wu F, Fitzgibbon M, Alvarez JV. APOBEC3 activity promotes the survival and evolution of drug-tolerant persister cells during acquired resistance to EGFR inhibitors in lung cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.07.02.547443. [PMID: 37461590 PMCID: PMC10350004 DOI: 10.1101/2023.07.02.547443] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
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 (DTPs) 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 IL1α/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 suggest that approaches to target ΔNp63 in gefitinib-resistant lung cancers may have therapeutic benefit.
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Affiliation(s)
- Nina Marie G Garcia
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine
| | - Jessica N Becerra
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center
| | - Brock J McKinney
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center
| | - Ashley V DiMarco
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine
| | - Feinan Wu
- Genomics and Bioinformatics, Fred Hutchinson Cancer Center
| | | | - James V Alvarez
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Center
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4
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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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5
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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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6
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Huang G, Zhan X, Shen L, Lou L, Dai Y, Jiang A, Gao Y, Wang Y, Xie X, Zhang J. APOBEC family reshapes the immune microenvironment and therapy sensitivity in clear cell renal cell carcinoma. Clin Exp Med 2024; 24:212. [PMID: 39249558 PMCID: PMC11383847 DOI: 10.1007/s10238-024-01465-2] [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: 07/01/2024] [Accepted: 08/11/2024] [Indexed: 09/10/2024]
Abstract
Emerging evidence suggests that the APOBEC family is implicated in multiple cancers and might be utilized as a new target for cancer detection and treatment. However, the dysregulation and clinical implication of the APOBEC family in clear cell renal cell cancer (ccRCC) remain elusive. TCGA multiomics data facilitated a comprehensive exploration of the APOBEC family across cancers, including ccRCC. Remodeling analysis classified ccRCC patients into two distinct subgroups: APOBEC family pattern cancer subtype 1 (APCS1) and subtype 2 (APCS2). The study investigated differences in clinical parameters, tumor immune microenvironment, therapeutic responsiveness, and genomic mutation landscapes between these subtypes. An APOBEC family-related risk model was developed and validated for predicting ccRCC patient prognosis, demonstrating good sensitivity and specificity. Finally, the overview of APOBEC3B function was investigated in multiple cancers and verified in clinical samples. APCS1 and APCS2 demonstrated considerably distinct clinical features and biological processes in ccRCC. APCS1, an aggressive subtype, has advanced clinical stage and a poor prognosis. APCS1 exhibited an oncogenic and metabolically active phenotype. APCS1 also exhibited a greater tumor mutation load and immunocompromised condition, resulting in immunological dysfunction and immune checkpoint treatment resistance. The genomic copy number variation of APCS1, including arm gain and loss, was much more than that of APCS2, which may help explain the tired immune system. Furthermore, the two subtypes have distinct drug sensitivity patterns in clinical specimens and matching cell lines. Finally, we developed a predictive risk model based on subtype biomarkers that performed well for ccRCC patients and validated the clinical impact of APOBEC3B. Aberrant APOBEC family expression patterns might modify the tumor immune microenvironment by increasing the genome mutation frequency, thus inducing an immune-exhausted phenotype. APOBEC family-based molecular subtypes could strengthen the understanding of ccRCC characterization and guide clinical treatment. Targeting APOBEC3B may be regarded as a new therapeutic target for ccRCC.
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Affiliation(s)
- Guiying Huang
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Clinical Laboratory, Lishui Central Hospital, Lishui, Zhejiang, China
| | - Xianlin Zhan
- Department of Clinical Laboratory, PLA Navy Medical Center, Shanghai, China
| | - Lihong Shen
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Luping Lou
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Yuehong Dai
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Aiming Jiang
- Department of Urology, Changhai Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Yuzhen Gao
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Yanzhong Wang
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Xinyou Xie
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
- Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China.
| | - Jun Zhang
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
- Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China.
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7
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Tuo Z, Zhang Y, Li D, Wang Y, Wu R, Wang J, Yu Q, Ye L, Shao F, Wusiman D, Yang Y, Yoo KH, Ke M, Okoli UA, Cho WC, Heavey S, Wei W, Feng D. Relationship between clonal evolution and drug resistance in bladder cancer: A genomic research review. Pharmacol Res 2024; 206:107302. [PMID: 39004242 DOI: 10.1016/j.phrs.2024.107302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/28/2024] [Accepted: 07/09/2024] [Indexed: 07/16/2024]
Abstract
Bladder cancer stands as a prevalent global malignancy, exhibiting notable sex-based variations in both incidence and prognosis. Despite substantial strides in therapeutic approaches, the formidable challenge of drug resistance persists. The genomic landscape of bladder cancer, characterized by intricate clonal heterogeneity, emerges as a pivotal determinant in fostering this resistance. Clonal evolution, encapsulating the dynamic transformations within subpopulations of tumor cells over time, is implicated in the emergence of drug-resistant traits. Within this review, we illuminate contemporary insights into the role of clonal evolution in bladder cancer, elucidating its influence as a driver in tumor initiation, disease progression, and the formidable obstacle of therapy resistance.
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Affiliation(s)
- Zhouting Tuo
- Department of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, China
| | - Ying Zhang
- Department of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, China
| | - Dengxiong Li
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yetong Wang
- The Fourth Corps of Students of the Basic Medical College, Army Medical University, Chongqing 400038, China
| | - Ruicheng Wu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jie Wang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Qingxin Yu
- Department of Pathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo City, Zhejiang Province 315211, China
| | - Luxia Ye
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Fanglin Shao
- Department of Rehabilitation, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Dilinaer Wusiman
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, IN 47907, USA; Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
| | - Yubo Yang
- Department of Urology, Three Gorges Hospital, Chongqing University, Chongqing, Wanzhou 404000, China
| | - Koo Han Yoo
- Department of Urology, Kyung Hee University, South Korea
| | - Mang Ke
- Department of Urology, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
| | - Uzoamaka Adaobi Okoli
- Division of Surgery & Interventional Science, University College London, London W1W 7TS, UK; Basic and Translational Cancer Research Group, Department of Pharmacology and Therapeutics, College of Medicine, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - William C Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong SAR China.
| | - Susan Heavey
- Division of Surgery & Interventional Science, University College London, London W1W 7TS, UK.
| | - Wuran Wei
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China.
| | - Dechao Feng
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China; Division of Surgery & Interventional Science, University College London, London W1W 7TS, UK.
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8
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Hong R, Cao B, Chen D, Wu W, Luo T, Lv D, Zhang W, Wang S, Shao K. Multi-omics portrait of ductal carcinoma in situ in young women. Breast Cancer Res Treat 2024; 206:105-118. [PMID: 38704773 DOI: 10.1007/s10549-024-07254-5] [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: 10/19/2023] [Accepted: 01/08/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Young patients with breast ductal carcinoma in situ (DCIS) often face a poorer prognosis. The genomic intricacies in young-onset DCIS, however, remain underexplored. METHODS To address this gap, we undertook a comprehensive study encompassing exome, transcriptome, and vmethylome analyses. Our investigation included 20 DCIS samples (including 15 young-onset DCIS) and paired samples of normal breast tissue and blood. RESULTS Through RNA sequencing, we identified two distinct DCIS subgroups: "immune hot" and "immune cold". The "immune hot" subgroup was characterized by increased infiltration of lymphocytes and macrophages, elevated expression of PDCD1 and CTLA4, and reduced GATA3 expression. This group also exhibited active immunerelated transcriptional regulators. Mutational analysis revealed alterations in TP53 (38%), GATA3 (25%), and TTN (19%), with two cases showing mutations in APC, ERBB2, and SMARCC1. Common genomic alterations, irrespective of immune status, included gains in copy numbers at 1q, 8q, 17q, and 20q, and losses at 11q, 17p, and 22q. Signature analysis highlighted the predominance of signatures 2 and 1, with "immune cold" samples showing a significant presence of signature 8. Our methylome study on 13 DCIS samples identified 328 hyperdifferentially methylated regions (DMRs) and 521 hypo-DMRs, with "immune cold" cases generally showing lower levels of methylation. CONCLUSION In summary, the molecular characteristics of young-onset DCIS share similarities with invasive breast cancer (IBC), potentially indicating a poor prognosis. Understanding these characteristics, especially the immune microenvironment of DCIS, could be pivotal in identifying new therapeutic targets and preventive strategies for breast cancer.
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Affiliation(s)
- Ruoxi Hong
- State Key Laboratory of Oncology in South China, Department of Medical Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P.R. China
| | - Boyang Cao
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, BGI Research, Hangzhou, 310030, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI-Research, Shenzhen, 518083, China
| | - Dongshao Chen
- State Key Laboratory of Oncology in South China, Department of Medical Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P.R. China
| | - Wei Wu
- State Key Laboratory of Oncology in South China, Department of Medical Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P.R. China
| | - Tian Luo
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, BGI Research, Hangzhou, 310030, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI-Research, Shenzhen, 518083, China
| | - Dian Lv
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, BGI Research, Hangzhou, 310030, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI-Research, Shenzhen, 518083, China
| | - Weimin Zhang
- Institute of Intelligent Medical Research (IIMR), BGI Genomics, Shenzhen, 518083, China.
| | - Shusen Wang
- State Key Laboratory of Oncology in South China, Department of Medical Oncology, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P.R. China.
| | - Kang Shao
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, BGI Research, Hangzhou, 310030, China.
- Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI-Research, Shenzhen, 518083, China.
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9
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Ubhi T, Zaslaver O, Quaile AT, Plenker D, Cao P, Pham NA, Békési A, Jang GH, O'Kane GM, Notta F, Moffat J, Wilson JM, Gallinger S, Vértessy BG, Tuveson DA, Röst HL, Brown GW. Cytidine deaminases APOBEC3C and APOBEC3D promote DNA replication stress resistance in pancreatic cancer cells. NATURE CANCER 2024; 5:895-915. [PMID: 38448522 DOI: 10.1038/s43018-024-00742-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 02/09/2024] [Indexed: 03/08/2024]
Abstract
Gemcitabine is a potent inhibitor of DNA replication and is a mainstay therapeutic for diverse cancers, particularly pancreatic ductal adenocarcinoma (PDAC). However, most tumors remain refractory to gemcitabine therapies. Here, to define the cancer cell response to gemcitabine, we performed genome-scale CRISPR-Cas9 chemical-genetic screens in PDAC cells and found selective loss of cell fitness upon disruption of the cytidine deaminases APOBEC3C and APOBEC3D. Following gemcitabine treatment, APOBEC3C and APOBEC3D promote DNA replication stress resistance and cell survival by deaminating cytidines in the nuclear genome to ensure DNA replication fork restart and repair in PDAC cells. We provide evidence that the chemical-genetic interaction between APOBEC3C or APOBEC3D and gemcitabine is absent in nontransformed cells but is recapitulated across different PDAC cell lines, in PDAC organoids and in PDAC xenografts. Thus, we uncover roles for APOBEC3C and APOBEC3D in DNA replication stress resistance and offer plausible targets for improving gemcitabine-based therapies for PDAC.
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Affiliation(s)
- Tajinder Ubhi
- Department of Biochemistry, University of Toronto, Toronto, Ontario, Canada
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario, Canada
| | - Olga Zaslaver
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario, Canada
| | - Andrew T Quaile
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario, Canada
| | - Dennis Plenker
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
- Xilis Inc., Durham, NC, USA
| | - Pinjiang Cao
- Living Biobank, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nhu-An Pham
- Living Biobank, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Angéla Békési
- Department of Applied Biotechnology and Food Science, Faculty of Chemical Technology and Biotechnology, BME Budapest University of Technology and Economics, Budapest, Hungary
- Genome Metabolism Research Group, Institute of Molecular Life Sciences, Research Centre for Natural Sciences, Hungarian Research Network, Budapest, Hungary
| | - Gun-Ho Jang
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Grainne M O'Kane
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Wallace McCain Centre for Pancreatic Cancer, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Faiyaz Notta
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Division of Research, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jason Moffat
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Julie M Wilson
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Steven Gallinger
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Wallace McCain Centre for Pancreatic Cancer, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Hepatobiliary/Pancreatic Surgical Oncology Program, University Health Network, Toronto, Ontario, Canada
| | - Beáta G Vértessy
- Department of Applied Biotechnology and Food Science, Faculty of Chemical Technology and Biotechnology, BME Budapest University of Technology and Economics, Budapest, Hungary
- Genome Metabolism Research Group, Institute of Molecular Life Sciences, Research Centre for Natural Sciences, Hungarian Research Network, Budapest, Hungary
| | - David A Tuveson
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Hannes L Röst
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Grant W Brown
- Department of Biochemistry, University of Toronto, Toronto, Ontario, Canada.
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario, Canada.
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10
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Kvach MV, Harjes S, Kurup HM, Jameson GB, Harjes E, Filichev VV. Synthesis of 1,4-azaphosphinine nucleosides and evaluation as inhibitors of human cytidine deaminase and APOBEC3A. Beilstein J Org Chem 2024; 20:1088-1098. [PMID: 38774272 PMCID: PMC11106675 DOI: 10.3762/bjoc.20.96] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 04/26/2024] [Indexed: 05/24/2024] Open
Abstract
Nucleoside and polynucleotide cytidine deaminases (CDAs), such as CDA and APOBEC3, share a similar mechanism of cytosine to uracil conversion. In 1984, phosphapyrimidine riboside was characterised as the most potent inhibitor of human CDA, but the quick degradation in water limited the applicability as a potential therapeutic. To improve stability in water, we synthesised derivatives of phosphapyrimidine nucleoside having a CH2 group instead of the N3 atom in the nucleobase. A charge-neutral phosphinamide and a negatively charged phosphinic acid derivative had excellent stability in water at pH 7.4, but only the charge-neutral compound inhibited human CDA, similar to previously described 2'-deoxyzebularine (Ki = 8.0 ± 1.9 and 10.7 ± 0.5 µM, respectively). However, under basic conditions, the charge-neutral phosphinamide was unstable, which prevented the incorporation into DNA using conventional DNA chemistry. In contrast, the negatively charged phosphinic acid derivative was incorporated into DNA instead of the target 2'-deoxycytidine using an automated DNA synthesiser, but no inhibition of APOBEC3A was observed for modified DNAs. Although this shows that the negative charge is poorly accommodated in the active site of CDA and APOBEC3, the synthetic route reported here provides opportunities for the synthesis of other derivatives of phosphapyrimidine riboside for potential development of more potent CDA and APOBEC3 inhibitors.
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Affiliation(s)
- Maksim V Kvach
- School of Food Technology and Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
| | - Stefan Harjes
- School of Food Technology and Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
| | - Harikrishnan M Kurup
- School of Food Technology and Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Thomas Building of the University of Auckland, Level 2, 3A Symonds Street, Auckland 1142, New Zealand
| | - Geoffrey B Jameson
- School of Food Technology and Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Thomas Building of the University of Auckland, Level 2, 3A Symonds Street, Auckland 1142, New Zealand
| | - Elena Harjes
- School of Food Technology and Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Thomas Building of the University of Auckland, Level 2, 3A Symonds Street, Auckland 1142, New Zealand
| | - Vyacheslav V Filichev
- School of Food Technology and Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Thomas Building of the University of Auckland, Level 2, 3A Symonds Street, Auckland 1142, New Zealand
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11
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Gupta A, Gazzo A, Selenica P, Safonov A, Pareja F, da Silva EM, Brown DN, Zhu Y, Patel J, Blanco-Heredia J, Stefanovska B, Carpenter MA, 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. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.29.591453. [PMID: 38746158 PMCID: PMC11092499 DOI: 10.1101/2024.04.29.591453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Acquired genetic alterations commonly drive resistance to endocrine and targeted therapies in metastatic breast cancer 1-7 , however the underlying processes engendering these diverse alterations are largely uncharacterized. To identify the mutational processes operant in breast cancer and their impact on clinical outcomes, we utilized a well-annotated cohort of 3,880 patient samples with paired tumor-normal sequencing data. The mutational signatures associated with apolipoprotein B mRNA-editing enzyme catalytic polypeptide-like 3 (APOBEC3) enzymes were highly prevalent and enriched in post-treatment compared to treatment-naïve hormone receptor-positive (HR+) cancers. APOBEC3 mutational signatures were independently associated with shorter progression-free survival on antiestrogen plus CDK4/6 inhibitor combination therapy in patients with HR+ metastatic breast cancer. Whole genome sequencing (WGS) of breast cancer models and selected paired primary-metastatic samples demonstrated that active APOBEC3 mutagenesis promoted resistance to both endocrine and targeted therapies through characteristic alterations such as RB1 loss-of-function mutations. Evidence of APOBEC3 activity in pre-treatment samples illustrated a pervasive role for this mutational process in breast cancer evolution. The study reveals APOBEC3 mutagenesis to be a frequent mediator of therapy resistance in breast cancer and highlights its potential as a biomarker and target for overcoming resistance.
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12
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Dennis M, Hurley A, Bray N, Cordero C, Ilagan J, Mertz TM, Roberts SA. Her2 amplification, Rel-A, and Bach1 can influence APOBEC3A expression in breast cancer cells. PLoS Genet 2024; 20:e1011293. [PMID: 38805570 PMCID: PMC11161071 DOI: 10.1371/journal.pgen.1011293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/07/2024] [Accepted: 05/08/2024] [Indexed: 05/30/2024] Open
Abstract
APOBEC-induced mutations occur in 50% of sequenced human tumors, with APOBEC3A (A3A) being a major contributor to mutagenesis in breast cancer cells. The mechanisms that cause A3A activation and mutagenesis in breast cancers are still unknown. Here, we describe factors that influence basal A3A mRNA transcript levels in breast cancer cells. We found that basal A3A mRNA correlates with A3A protein levels and predicts the amount of APOBEC signature mutations in a panel of breast cancer cell lines, indicating that increased basal transcription may be one mechanism leading to breast cancer mutagenesis. We also show that alteration of ERBB2 expression can drive A3A mRNA levels, suggesting the enrichment of the APOBEC mutation signature in Her2-enriched breast cancer could in part result from elevated A3A transcription. Hierarchical clustering of transcripts in primary breast cancers determined that A3A mRNA was co-expressed with other genes functioning in viral restriction and interferon responses. However, reduction of STAT signaling via inhibitors or shRNA in breast cancer cell lines had only minor impact on A3A abundance. Analysis of single cell RNA-seq from primary tumors indicated that A3A mRNA was highest in infiltrating immune cells within the tumor, indicating that correlations of A3A with STAT signaling in primary tumors may be result from higher immune infiltrates and are not reflective of STAT signaling controlling A3A expression in breast cancer cells. Analysis of ATAC-seq data in multiple breast cancer cell lines identified two transcription factor sites in the APOBEC3A promoter region that could promote A3A transcription. We determined that Rel-A, and Bach1, which have binding sites in these peaks, elevated basal A3A expression. Our findings highlight a complex and variable set of transcriptional activators for A3A in breast cancer cells.
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Affiliation(s)
- Madeline Dennis
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington, United States of America
| | - Alyssa Hurley
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont, United States of America
| | - Nicholas Bray
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington, United States of America
| | - Cameron Cordero
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington, United States of America
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont, United States of America
| | - Jose Ilagan
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington, United States of America
| | - Tony M. Mertz
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington, United States of America
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont, United States of America
| | - Steven A. Roberts
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington, United States of America
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont, United States of America
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13
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Jones KFM, Demir Ö, Wyllie MK, Grillo MJ, Morris C, Hirakis SP, Kardile RD, Walters MA, Harris RS, Amaro RE, Harki DA. Development of Allosteric Small Molecule APOBEC3B Inhibitors from In Silico Screening. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.25.591187. [PMID: 38712210 PMCID: PMC11071470 DOI: 10.1101/2024.04.25.591187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
APOBEC3B cytosine deaminase contributes to the mutational burdens of tumors, resulting in tumor progression and therapy resistance. Small molecule APOBEC3B inhibitors have potential to slow or mitigate these detrimental outcomes. Through molecular dynamics (MD) simulations and computational solvent mapping analysis, we identified a novel putative allosteric pocket on the C-terminal domain of APOBEC3B (A3Bctd), and virtually screened the ChemBridge Diversity Set (N~110,000) against both the active and potential allosteric sites. Selected high-scoring compounds were subsequently purchased, characterized for purity and composition, and tested in biochemical assays, which yielded 13 hit compounds. Orthogonal NMR assays verified binding to the target protein. Initial selectivity studies suggest these compounds preferentially target A3Bctd over related deaminase APOBEC3A (A3A), and MD simulations indicate this selectivity may be due to the steric repulsion from H56 that is unique to A3A. Taken together, our studies represent the first virtual screening effort against A3Bctd that has yielded candidate inhibitors suitable for further development.
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Affiliation(s)
| | - Özlem Demir
- Department of Chemistry and Biochemistry, University of California – San Diego, La Jolla, CA, USA
| | - Mackenzie K. Wyllie
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN, USA
| | - Michael J. Grillo
- Department of Chemistry, University of Minnesota, Minneapolis, MN, USA
| | - Clare Morris
- Department of Chemistry and Biochemistry, University of California – San Diego, La Jolla, CA, USA
| | - Sophia P. Hirakis
- Department of Chemistry and Biochemistry, University of California – San Diego, La Jolla, CA, USA
| | | | - Michael A. Walters
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN, USA
- Institute for Therapeutics Discovery and Development, University of Minnesota, Minneapolis, MN, USA
| | - Reuben S. Harris
- Department of Biochemistry & Structural Biology, University of Texas Health Science Center San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health Science Center San Antonio, San Antonio, TX, USA
| | - Rommie E. Amaro
- Department of Chemistry and Biochemistry, University of California – San Diego, La Jolla, CA, USA
| | - Daniel A. Harki
- Department of Chemistry, University of Minnesota, Minneapolis, MN, USA
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN, USA
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14
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Hata AN, Larijani M. Targeting APOBECs in cancer: It's about timing. Cancer Cell 2024; 42:497-501. [PMID: 38593778 DOI: 10.1016/j.ccell.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/08/2024] [Accepted: 03/15/2024] [Indexed: 04/11/2024]
Abstract
APOBEC3 cytidine deaminases have emerged as key drivers of mutagenesis in a wide spectrum of tumor types and are now appreciated to play a causal role in driving tumor evolution and drug resistance. As efforts to develop APOBEC3 inhibitors progress, understanding the timing and consequences of APOBEC3-mediated mutagenesis in distinct clinical contexts will be critical for guiding the development of anti-cancer therapeutic strategies.
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Affiliation(s)
- Aaron N Hata
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Mani Larijani
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada.
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15
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Butt Y, Sakhtemani R, Mohamad-Ramshan R, Lawrence MS, Bhagwat AS. Distinguishing preferences of human APOBEC3A and APOBEC3B for cytosines in hairpin loops, and reflection of these preferences in APOBEC-signature cancer genome mutations. Nat Commun 2024; 15:2369. [PMID: 38499553 PMCID: PMC10948833 DOI: 10.1038/s41467-024-46231-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: 07/31/2023] [Accepted: 02/19/2024] [Indexed: 03/20/2024] Open
Abstract
The APOBEC3 enzymes convert cytosines in single-stranded DNA to uracils to protect against viruses and retrotransposons but can contribute to mutations that diversify tumors. To understand the mechanism of mutagenesis, we map the uracils resulting from expression of APOBEC3B or its catalytic carboxy-terminal domain (CTD) in Escherichia coli. Like APOBEC3A, the uracilomes of A3B and A3B-CTD show a preference to deaminate cytosines near transcription start sites and the lagging-strand replication templates and in hairpin loops. Both biochemical activities of the enzymes and genomic uracil distribution show that A3A prefers 3 nt loops the best, while A3B prefers 4 nt loops. Reanalysis of hairpin loop mutations in human tumors finds intrinsic characteristics of both the enzymes, with a much stronger contribution from A3A. We apply Hairpin Signatures 1 and 2, which define A3A and A3B preferences respectively and are orthogonal to published methods, to evaluate their contribution to human tumor mutations.
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Affiliation(s)
- Yasha Butt
- Department of Chemistry, Wayne State University, Detroit, MI, 48202, USA
| | - Ramin Sakhtemani
- Department of Chemistry, Wayne State University, Detroit, MI, 48202, USA
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Michael S Lawrence
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ashok S Bhagwat
- Department of Chemistry, Wayne State University, Detroit, MI, 48202, USA.
- Department of Biochemistry, Microbiology and Immunology, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
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16
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Sanchez A, Ortega P, Sakhtemani R, Manjunath L, Oh S, Bournique E, Becker A, Kim K, Durfee C, Temiz NA, Chen XS, Harris RS, Lawrence MS, Buisson R. Mesoscale DNA features impact APOBEC3A and APOBEC3B deaminase activity and shape tumor mutational landscapes. Nat Commun 2024; 15:2370. [PMID: 38499542 PMCID: PMC10948877 DOI: 10.1038/s41467-024-45909-5] [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: 07/31/2023] [Accepted: 01/09/2024] [Indexed: 03/20/2024] Open
Abstract
Antiviral DNA cytosine deaminases APOBEC3A and APOBEC3B are major sources of mutations in cancer by catalyzing cytosine-to-uracil deamination. APOBEC3A preferentially targets single-stranded DNAs, with a noted affinity for DNA regions that adopt stem-loop secondary structures. However, the detailed substrate preferences of APOBEC3A and APOBEC3B have not been fully established, and the specific influence of the DNA sequence on APOBEC3A and APOBEC3B deaminase activity remains to be investigated. Here, we find that APOBEC3B also selectively targets DNA stem-loop structures, and they are distinct from those subjected to deamination by APOBEC3A. We develop Oligo-seq, an in vitro sequencing-based method to identify specific sequence contexts promoting APOBEC3A and APOBEC3B activity. Through this approach, we demonstrate that APOBEC3A and APOBEC3B deaminase activity is strongly regulated by specific sequences surrounding the targeted cytosine. Moreover, we identify the structural features of APOBEC3B and APOBEC3A responsible for their substrate preferences. Importantly, we determine that APOBEC3B-induced mutations in hairpin-forming sequences within tumor genomes differ from the DNA stem-loop sequences mutated by APOBEC3A. Together, our study provides evidence that APOBEC3A and APOBEC3B can generate distinct mutation landscapes in cancer genomes, driven by their unique substrate selectivity.
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Affiliation(s)
- Ambrocio Sanchez
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
| | - Pedro Ortega
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
| | - Ramin Sakhtemani
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Lavanya Manjunath
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
| | - Sunwoo Oh
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
| | - Elodie Bournique
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
| | - Alexandrea Becker
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA
- Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, CA, USA
| | - Kyumin Kim
- Molecular and Computational Biology, Departments of Biological Sciences and Chemistry, University of Southern California, Los Angeles, CA, USA
| | - Cameron Durfee
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Nuri Alpay Temiz
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Xiaojiang S Chen
- Molecular and Computational Biology, Departments of Biological Sciences and Chemistry, University of Southern California, Los Angeles, 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
| | - Michael S Lawrence
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Rémi Buisson
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, CA, USA.
- Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, 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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17
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Dananberg A, Striepen J, Rozowsky JS, Petljak M. APOBEC Mutagenesis in Cancer Development and Susceptibility. Cancers (Basel) 2024; 16:374. [PMID: 38254863 PMCID: PMC10814203 DOI: 10.3390/cancers16020374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/09/2024] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
APOBEC cytosine deaminases are prominent mutators in cancer, mediating mutations in over 50% of cancers. APOBEC mutagenesis has been linked to tumor heterogeneity, persistent cell evolution, and therapy responses. While emerging evidence supports the impact of APOBEC mutagenesis on cancer progression, the understanding of its contribution to cancer susceptibility and malignant transformation is limited. We examine the existing evidence for the role of APOBEC mutagenesis in carcinogenesis on the basis of the reported associations between germline polymorphisms in genes encoding APOBEC enzymes and cancer risk, insights into APOBEC activities from sequencing efforts of both malignant and non-malignant human tissues, and in vivo studies. We discuss key knowledge gaps and highlight possible ways to gain a deeper understanding of the contribution of APOBEC mutagenesis to cancer development.
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Affiliation(s)
- Alexandra Dananberg
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (A.D.); (J.S.)
| | - Josefine Striepen
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (A.D.); (J.S.)
| | - Jacob S. Rozowsky
- Medical Scientist Training Program, New York University Grossman School of Medicine, New York, NY 10016, USA;
- Department of Pathology, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Mia Petljak
- Department of Pathology, NYU Grossman School of Medicine, New York, NY 10016, USA
- Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY 10016, USA
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18
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Caswell DR, Gui P, Mayekar MK, Law EK, Pich O, Bailey C, Boumelha J, Kerr DL, Blakely CM, Manabe T, Martinez-Ruiz C, Bakker B, De Dios Palomino Villcas J, I Vokes N, Dietzen M, Angelova M, Gini B, Tamaki W, Allegakoen P, Wu W, Humpton TJ, Hill W, Tomaschko M, Lu WT, Haderk F, Al Bakir M, Nagano A, Gimeno-Valiente F, de Carné Trécesson S, Vendramin R, Barbè V, Mugabo M, Weeden CE, Rowan A, McCoach CE, Almeida B, Green M, Gomez C, Nanjo S, Barbosa D, Moore C, Przewrocka J, Black JRM, Grönroos E, Suarez-Bonnet A, Priestnall SL, Zverev C, Lighterness S, Cormack J, Olivas V, Cech L, Andrews T, Rule B, Jiao Y, Zhang X, Ashford P, Durfee C, Venkatesan S, Temiz NA, Tan L, Larson LK, Argyris PP, Brown WL, Yu EA, Rotow JK, Guha U, Roper N, Yu J, Vogel RI, Thomas NJ, Marra A, Selenica P, Yu H, Bakhoum SF, Chew SK, Reis-Filho JS, Jamal-Hanjani M, Vousden KH, McGranahan N, Van Allen EM, Kanu N, Harris RS, Downward J, Bivona TG, Swanton C. The role of APOBEC3B in lung tumor evolution and targeted cancer therapy resistance. Nat Genet 2024; 56:60-73. [PMID: 38049664 PMCID: PMC10786726 DOI: 10.1038/s41588-023-01592-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Accepted: 10/25/2023] [Indexed: 12/06/2023]
Abstract
In this study, the impact of the apolipoprotein B mRNA-editing catalytic subunit-like (APOBEC) enzyme APOBEC3B (A3B) on epidermal growth factor receptor (EGFR)-driven lung cancer was assessed. A3B expression in EGFR mutant (EGFRmut) non-small-cell lung cancer (NSCLC) mouse models constrained tumorigenesis, while A3B expression in tumors treated with EGFR-targeted cancer therapy was associated with treatment resistance. Analyses of human NSCLC models treated with EGFR-targeted therapy showed upregulation of A3B and revealed therapy-induced activation of nuclear factor kappa B (NF-κB) as an inducer of A3B expression. Significantly reduced viability was observed with A3B deficiency, and A3B was required for the enrichment of APOBEC mutation signatures, in targeted therapy-treated human NSCLC preclinical models. Upregulation of A3B was confirmed in patients with NSCLC treated with EGFR-targeted therapy. This study uncovers the multifaceted roles of A3B in NSCLC and identifies A3B as a potential target for more durable responses to targeted cancer therapy.
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Affiliation(s)
- Deborah R Caswell
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK.
| | - Philippe Gui
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Manasi K Mayekar
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Emily K Law
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Oriol Pich
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Chris Bailey
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Jesse Boumelha
- Oncogene Biology Laboratory, The Francis Crick Institute, London, UK
| | - D Lucas Kerr
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Collin M Blakely
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Tadashi Manabe
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Carlos Martinez-Ruiz
- Cancer Genome Evolution Research Group, University College London, Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
| | - Bjorn Bakker
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | | | - Natalie I Vokes
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michelle Dietzen
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Cancer Genome Evolution Research Group, University College London, Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
| | - Mihaela Angelova
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Beatrice Gini
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Whitney Tamaki
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Paul Allegakoen
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Wei Wu
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Timothy J Humpton
- p53 and Metabolism Laboratory, The Francis Crick Institute, London, UK
- CRUK Beatson Institute, Glasgow, UK
- Glasgow Caledonian University, Glasgow, UK
| | - William Hill
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Mona Tomaschko
- Oncogene Biology Laboratory, The Francis Crick Institute, London, UK
| | - Wei-Ting Lu
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Franziska Haderk
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Maise Al Bakir
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Ai Nagano
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | | | | | - Roberto Vendramin
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Vittorio Barbè
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Miriam Mugabo
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
| | - Clare E Weeden
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Andrew Rowan
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | | | - Bruna Almeida
- The Roger Williams Institute of Hepatology, Foundation for Liver Research, London, UK
- Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Mary Green
- Experimental Histopathology, The Francis Crick Institute, London, UK
| | - Carlos Gomez
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Shigeki Nanjo
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Dora Barbosa
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Chris Moore
- Oncogene Biology Laboratory, The Francis Crick Institute, London, UK
| | - Joanna Przewrocka
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - James R M Black
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Cancer Genome Evolution Research Group, University College London, Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
| | - Eva Grönroos
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Alejandro Suarez-Bonnet
- Experimental Histopathology, The Francis Crick Institute, London, UK
- Department of Pathobiology & Population Sciences, The Royal Veterinary College, London, UK
| | - Simon L Priestnall
- Experimental Histopathology, The Francis Crick Institute, London, UK
- Department of Pathobiology & Population Sciences, The Royal Veterinary College, London, UK
| | - Caroline Zverev
- Biological Research Facility, The Francis Crick Institute, London, UK
| | - Scott Lighterness
- Biological Research Facility, The Francis Crick Institute, London, UK
| | - James Cormack
- Biological Research Facility, The Francis Crick Institute, London, UK
| | - Victor Olivas
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Lauren Cech
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Trisha Andrews
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | | | | | | | - Paul Ashford
- Institute of Structural and Molecular Biology, University College London, London, UK
| | - Cameron Durfee
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Subramanian Venkatesan
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Nuri Alpay Temiz
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Lisa Tan
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Lindsay K Larson
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Prokopios P Argyris
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
- School of Dentistry, University of Minnesota, Minneapolis, MN, USA
- College of Dentistry, Ohio State University, Columbus, OH, USA
| | - William L Brown
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Elizabeth A Yu
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Sutter Health Palo Alto Medical Foundation, Department of Pulmonary and Critical Care, Mountain View, CA, USA
| | - Julia K Rotow
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Udayan Guha
- Thoracic and GI Malignancies Branch, NCI, NIH, Bethesda, MD, USA
- NextCure Inc., Beltsville, MD, USA
| | - Nitin Roper
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Johnny Yu
- Biomedical Sciences Program, University of California, San Francisco, San Francisco, CA, USA
| | - Rachel I Vogel
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, Minneapolis, MN, USA
| | - Nicholas J Thomas
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Antonio Marra
- Division of Early Drug Development for Innovative Therapy, European Institute of Oncology IRCCS, Milan, Italy
| | - Pier Selenica
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York City, NY, USA
| | - Helena Yu
- Memorial Sloan Kettering Cancer Center, New York City, NY, USA
- Department of Medicine, Weill Cornell College of Medicine, New York City, NY, USA
| | - Samuel F Bakhoum
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York City, NY, USA
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York City, NY, USA
| | - Su Kit Chew
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | | | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK
- Department of Medical Oncology, University College London Hospitals, London, UK
| | - Karen H Vousden
- p53 and Metabolism Laboratory, The Francis Crick Institute, London, UK
| | - Nicholas McGranahan
- Cancer Genome Evolution Research Group, University College London, Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nnennaya Kanu
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
| | - 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
| | - Julian Downward
- Oncogene Biology Laboratory, The Francis Crick Institute, London, UK
| | - Trever G Bivona
- Departments of Medicine and Cellular and Molecular Pharmacology, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA.
- Chan Zuckerberg Biohub, San Francisco, CA, USA.
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, London, UK
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19
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Coxon M, Dennis MA, Dananberg A, Collins C, Wilson H, Meekma J, Savenkova M, Ng D, Osbron C, Mertz T, Goodman A, Duttke S, Maciejowski J, Roberts S. An impaired ubiquitin-proteasome system increases APOBEC3A abundance. NAR Cancer 2023; 5:zcad058. [PMID: 38155930 PMCID: PMC10753533 DOI: 10.1093/narcan/zcad058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 11/21/2023] [Accepted: 12/08/2023] [Indexed: 12/30/2023] Open
Abstract
Apolipoprotein B messenger RNA (mRNA) editing enzyme, catalytic polypeptide-like (APOBEC) cytidine deaminases cause genetic instability during cancer development. Elevated APOBEC3A (A3A) levels result in APOBEC signature mutations; however, mechanisms regulating A3A abundance in breast cancer are unknown. Here, we show that dysregulating the ubiquitin-proteasome system with proteasome inhibitors, including Food and Drug Administration-approved anticancer drugs, increased A3A abundance in breast cancer and multiple myeloma cell lines. Unexpectedly, elevated A3A occurs via an ∼100-fold increase in A3A mRNA levels, indicating that proteasome inhibition triggers a transcriptional response as opposed to or in addition to blocking A3A degradation. This transcriptional regulation is mediated in part through FBXO22, a protein that functions in SKP1-cullin-F-box ubiquitin ligase complexes and becomes dysregulated during carcinogenesis. Proteasome inhibitors increased cellular cytidine deaminase activity, decreased cellular proliferation and increased genomic DNA damage in an A3A-dependent manner. Our findings suggest that proteasome dysfunction, either acquired during cancer development or induced therapeutically, could increase A3A-induced genetic heterogeneity and thereby influence therapeutic responses in patients.
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Affiliation(s)
- Margo Coxon
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Madeline A Dennis
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Alexandra Dananberg
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Christopher D Collins
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Hannah E Wilson
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Jordyn Meekma
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Marina I Savenkova
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Daniel Ng
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Chelsea A Osbron
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Tony M Mertz
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, VT 05405, USA
| | - Alan G Goodman
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - Sascha H Duttke
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
| | - John Maciejowski
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Steven A Roberts
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-7520, USA
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, VT 05405, USA
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20
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Alonso de la Vega A, Temiz NA, Tasakis R, Somogyi K, Salgueiro L, Zimmer E, Ramos M, Diaz-Jimenez A, Chocarro S, Fernández-Vaquero M, Stefanovska B, Reuveni E, Ben-David U, Stenzinger A, Poth T, Heikenwälder M, Papavasiliou N, Harris RS, Sotillo R. Acute expression of human APOBEC3B in mice results in RNA editing and lethality. Genome Biol 2023; 24:267. [PMID: 38001542 PMCID: PMC10668425 DOI: 10.1186/s13059-023-03115-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 11/20/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND RNA editing has been described as promoting genetic heterogeneity, leading to the development of multiple disorders, including cancer. The cytosine deaminase APOBEC3B is implicated in tumor evolution through DNA mutation, but whether it also functions as an RNA editing enzyme has not been studied. RESULTS Here, we engineer a novel doxycycline-inducible mouse model of human APOBEC3B-overexpression to understand the impact of this enzyme in tissue homeostasis and address a potential role in C-to-U RNA editing. Elevated and sustained levels of APOBEC3B lead to rapid alteration of cellular fitness, major organ dysfunction, and ultimately lethality in mice. Importantly, RNA-sequencing of mouse tissues expressing high levels of APOBEC3B identifies frequent UCC-to-UUC RNA editing events that are not evident in the corresponding genomic DNA. CONCLUSIONS This work identifies, for the first time, a new deaminase-dependent function for APOBEC3B in RNA editing and presents a preclinical tool to help understand the emerging role of APOBEC3B as a driver of carcinogenesis.
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Affiliation(s)
- Alicia Alonso de la Vega
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Ruprecht Karl University of Heidelberg, 69120, Heidelberg, Germany
| | - Nuri Alpay Temiz
- Health Informatics Institute, University of Minnesota, Minneapolis, 55455, USA
| | - Rafail Tasakis
- Division of Immune Diversity, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Kalman Somogyi
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Lorena Salgueiro
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Eleni Zimmer
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Ruprecht Karl University of Heidelberg, 69120, Heidelberg, Germany
| | - Maria Ramos
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Ruprecht Karl University of Heidelberg, 69120, Heidelberg, Germany
| | - Alberto Diaz-Jimenez
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Ruprecht Karl University of Heidelberg, 69120, Heidelberg, Germany
| | - Sara Chocarro
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Ruprecht Karl University of Heidelberg, 69120, Heidelberg, Germany
| | - Mirian Fernández-Vaquero
- Ruprecht Karl University of Heidelberg, 69120, Heidelberg, Germany
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Bojana Stefanovska
- 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
| | - Eli Reuveni
- Department of Human Molecular Genetics and Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Uri Ben-David
- Department of Human Molecular Genetics and Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TRLC), German Center for Lung Research (DZL), Heidelberg, Germany
| | - Tanja Poth
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Mathias Heikenwälder
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nina Papavasiliou
- Division of Immune Diversity, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - 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
| | - Rocio Sotillo
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.
- Translational Lung Research Center Heidelberg (TRLC), German Center for Lung Research (DZL), Heidelberg, Germany.
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21
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Frezza V, Chellini L, Del Verme A, Paronetto MP. RNA Editing in Cancer Progression. Cancers (Basel) 2023; 15:5277. [PMID: 37958449 PMCID: PMC10648226 DOI: 10.3390/cancers15215277] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/31/2023] [Accepted: 10/31/2023] [Indexed: 11/15/2023] Open
Abstract
Coding and noncoding RNA molecules play their roles in ensuring cell function and tissue homeostasis in an ordered and systematic fashion. RNA chemical modifications can occur both at bases and ribose sugar, and, similarly to DNA and histone modifications, can be written, erased, and recognized by the corresponding enzymes, thus modulating RNA activities and fine-tuning gene expression programs. RNA editing is one of the most prevalent and abundant forms of post-transcriptional RNA modification in normal physiological processes. By altering the sequences of mRNAs, it makes them different from the corresponding genomic template. Hence, edited mRNAs can produce protein isoforms that are functionally different from the corresponding genome-encoded variants. Abnormalities in regulatory enzymes and changes in RNA-modification patterns are closely associated with the occurrence and development of various human diseases, including cancer. To date, the roles played by RNA modifications in cancer are gathering increasing interest. In this review, we focus on the role of RNA editing in cancer transformation and provide a new perspective on its impact on tumorigenesis, by regulating cell proliferation, differentiation, invasion, migration, stemness, metabolism, and drug resistance.
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Affiliation(s)
- Valentina Frezza
- Laboratory of Molecular and Cellular Neurobiology, Fondazione Santa Lucia, CERC, Via del Fosso di Fiorano, 64, 00143 Rome, Italy; (V.F.); (L.C.); (A.D.V.)
| | - Lidia Chellini
- Laboratory of Molecular and Cellular Neurobiology, Fondazione Santa Lucia, CERC, Via del Fosso di Fiorano, 64, 00143 Rome, Italy; (V.F.); (L.C.); (A.D.V.)
| | - Arianna Del Verme
- Laboratory of Molecular and Cellular Neurobiology, Fondazione Santa Lucia, CERC, Via del Fosso di Fiorano, 64, 00143 Rome, Italy; (V.F.); (L.C.); (A.D.V.)
| | - Maria Paola Paronetto
- Laboratory of Molecular and Cellular Neurobiology, Fondazione Santa Lucia, CERC, Via del Fosso di Fiorano, 64, 00143 Rome, Italy; (V.F.); (L.C.); (A.D.V.)
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Piazza Lauro de Bosis, 15, 00135 Rome, Italy
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22
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Carpenter MA, Temiz NA, Ibrahim MA, Jarvis MC, Brown MR, Argyris PP, Brown WL, Starrett GJ, Yee D, Harris RS. Mutational impact of APOBEC3A and APOBEC3B in a human cell line and comparisons to breast cancer. PLoS Genet 2023; 19:e1011043. [PMID: 38033156 PMCID: PMC10715669 DOI: 10.1371/journal.pgen.1011043] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 12/12/2023] [Accepted: 10/30/2023] [Indexed: 12/02/2023] Open
Abstract
A prominent source of mutation in cancer is single-stranded DNA cytosine deamination by cellular APOBEC3 enzymes, which results in signature C-to-T and C-to-G mutations in TCA and TCT motifs. Although multiple enzymes have been implicated, reports conflict and it is unclear which protein(s) are responsible. Here we report the development of a selectable system to quantify genome mutation and demonstrate its utility by comparing the mutagenic activities of three leading candidates-APOBEC3A, APOBEC3B, and APOBEC3H. The human cell line, HAP1, is engineered to express the thymidine kinase (TK) gene of HSV-1, which confers sensitivity to ganciclovir. Expression of APOBEC3A and APOBEC3B, but not catalytic mutant controls or APOBEC3H, triggers increased frequencies of TK mutation and similar TC-biased cytosine mutation profiles in the selectable TK reporter gene. Whole genome sequences from independent clones enabled an analysis of thousands of single base substitution mutations and extraction of local sequence preferences with APOBEC3A preferring YTCW motifs 70% of the time and APOBEC3B 50% of the time (Y = C/T; W = A/T). Signature comparisons with breast tumor whole genome sequences indicate that most malignancies manifest intermediate percentages of APOBEC3 signature mutations in YTCW motifs, mostly between 50 and 70%, suggesting that both enzymes contribute in a combinatorial manner to the overall mutation landscape. Although the vast majority of APOBEC3A- and APOBEC3B-induced single base substitution mutations occur outside of predicted chromosomal DNA hairpin structures, whole genome sequence analyses and supporting biochemical studies also indicate that both enzymes are capable of deaminating the single-stranded loop regions of DNA hairpins at elevated rates. These studies combine to help resolve a long-standing etiologic debate on the source of APOBEC3 signature mutations in cancer and indicate that future diagnostic and therapeutic efforts should focus on both APOBEC3A and APOBEC3B.
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Affiliation(s)
- Michael A. Carpenter
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, United States of America
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, Minnesota, United States of America
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, United States of America
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas, United States of America
| | - Nuri A. Temiz
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Mahmoud A. Ibrahim
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, United States of America
| | - Matthew C. Jarvis
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, United States of America
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Margaret R. Brown
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, United States of America
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Prokopios P. Argyris
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, United States of America
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - William L. Brown
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, United States of America
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Gabriel J. Starrett
- Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States of America
| | - Douglas Yee
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota, United States of America
| | - Reuben S. Harris
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, United States of America
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, Minnesota, United States of America
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, United States of America
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas, United States of America
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23
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Wick C, Moghadasi SA, Becker JT, Fanunza E, Oh S, Bournique E, Buisson R, Harris RS. Mitochondrial double-stranded RNA triggers induction of the antiviral DNA deaminase APOBEC3A and nuclear DNA damage. J Biol Chem 2023; 299:105073. [PMID: 37474103 PMCID: PMC10457583 DOI: 10.1016/j.jbc.2023.105073] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 07/22/2023] Open
Abstract
APOBEC3A is an antiviral DNA deaminase often induced by virus infection. APOBEC3A is also a source of cancer mutation in viral and nonviral tumor types. It is therefore critical to identify factors responsible for APOBEC3A upregulation. Here, we test the hypothesis that leaked mitochondrial (mt) double-stranded (ds)RNA is recognized as foreign nucleic acid, which triggers innate immune signaling, APOBEC3A upregulation, and DNA damage. Knockdown of an enzyme responsible for degrading mtdsRNA, the exoribonuclease polynucleotide phosphorylase, results in mtdsRNA leakage into the cytosol and induction of APOBEC3A expression. APOBEC3A upregulation by cytoplasmic mtdsRNA requires RIG-I, MAVS, and STAT2 and is likely part of a broader type I interferon response. Importantly, although mtdsRNA-induced APOBEC3A appears cytoplasmic by subcellular fractionation experiments, its induction triggers an overt DNA damage response characterized by elevated nuclear γ-H2AX staining. Thus, mtdsRNA dysregulation may induce APOBEC3A and contribute to observed genomic instability and mutation signatures in cancer.
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Affiliation(s)
- Chloe Wick
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Seyed Arad Moghadasi
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Jordan T Becker
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Elisa Fanunza
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA; Department of Life and Environmental Sciences, University of Cagliari, Cittadella Universitaria di Monserrato, Monserrato, Cagliari, Italy
| | - Sunwoo Oh
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, USA; Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, California, USA
| | - Elodie Bournique
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, USA; Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, California, USA
| | - Rémi Buisson
- Department of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, USA; Center for Epigenetics and Metabolism, Chao Family Comprehensive Cancer Center, University of California Irvine, Irvine, California, USA
| | - Reuben S Harris
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA; Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA; Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas, USA.
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24
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Mertz TM, Rice-Reynolds E, Nguyen L, Wood A, Cordero C, Bray N, Harcy V, Vyas RK, Mitchell D, Lobachev K, Roberts SA. Genetic inhibitors of APOBEC3B-induced mutagenesis. Genome Res 2023; 33:1568-1581. [PMID: 37532520 PMCID: PMC10620048 DOI: 10.1101/gr.277430.122] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 07/27/2023] [Indexed: 08/04/2023]
Abstract
The cytidine deaminases APOBEC3A (A3A) and APOBEC3B (A3B) are prominent mutators of human cancer genomes. However, tumor-specific genetic modulators of APOBEC-induced mutagenesis are poorly defined. Here, we used a screen to identify 61 gene deletions that increase A3B-induced mutations in yeast. We also determined whether each deletion was epistatic with Ung1 loss, which indicated whether the encoded factors participate in the homologous recombination (HR)-dependent bypass of A3B/Ung1-dependent abasic sites or suppress A3B-catalyzed deamination by protecting against aberrant formation of single-stranded DNA (ssDNA). We found that the mutation spectra of A3B-induced mutations revealed genotype-specific patterns of strand-specific ssDNA formation and nucleotide incorporation across APOBEC-induced lesions. Combining these three metrics, we were able to establish a multifactorial signature of APOBEC-induced mutations specific to (1) failure to remove H3K56 acetylation, (2) defective CTF18-RFC complex function, and (3) defective HR-mediated bypass of APOBEC-induced lesions. We extended these results by analyzing mutation data for human tumors and found BRCA1/2-deficient breast cancers display three- to fourfold more APOBEC-induced mutations. Mirroring our results in yeast, Rev1-mediated C-to-G substitutions are mainly responsible for increased APOBEC-signature mutations in BRCA1/2-deficient tumors, and these mutations associate with lagging strand synthesis during replication. These results identify important factors that influence DNA replication dynamics and likely the abundance of APOBEC-induced mutation during tumor progression. They also highlight a novel role for BRCA1/2 during HR-dependent lesion bypass of APOBEC-induced lesions during cancer cell replication.
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Affiliation(s)
- Tony M Mertz
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA;
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont 05405, USA
| | - Elizabeth Rice-Reynolds
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
| | - Ly Nguyen
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
| | - Anna Wood
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
| | - Cameron Cordero
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont 05405, USA
| | - Nicholas Bray
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
| | - Victoria Harcy
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
| | - Rudri K Vyas
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont 05405, USA
| | - Debra Mitchell
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA
| | - Kirill Lobachev
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia 30332, USA
| | - Steven A Roberts
- School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164, USA;
- Department of Microbiology and Molecular Genetics, University of Vermont Cancer Center, University of Vermont, Burlington, Vermont 05405, USA
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25
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Sanchez A, Ortega P, Sakhtemani R, Manjunath L, Oh S, Bournique E, Becker A, Kim K, Durfee C, Temiz NA, Chen XS, Harris RS, Lawrence MS, Buisson R. Mesoscale DNA Features Impact APOBEC3A and APOBEC3B Deaminase Activity and Shape Tumor Mutational Landscapes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.02.551499. [PMID: 37577509 PMCID: PMC10418229 DOI: 10.1101/2023.08.02.551499] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Antiviral DNA cytosine deaminases APOBEC3A and APOBEC3B are major sources of mutations in cancer by catalyzing cytosine-to-uracil deamination. APOBEC3A preferentially targets singlestranded DNAs, with a noted affinity for DNA regions that adopt stem-loop secondary structures. However, the detailed substrate preferences of APOBEC3A and APOBEC3B have been fully established, and the specific influence of the DNA sequence on APOBEC3A APOBEC3B deaminase activity remains to be investigated. Here, we find that APOBEC3B selectively targets DNA stem-loop structures, and they are distinct from those subjected deamination by APOBEC3A. We develop Oligo-seq, a novel in vitro sequencing-based to identify specific sequence contexts promoting APOBEC3A and APOBEC3B activity. Through this approach, we demonstrate that APOBEC3A an APOBEC3B deaminase activity is strongly regulated by specific sequences surrounding the targeted cytosine. Moreover, we identify structural features of APOBEC3B and APOBEC3A responsible for their substrate preferences. Importantly, we determine that APOBEC3B-induced mutations in hairpin-forming sequences within tumor genomes differ from the DNA stem-loop sequences mutated by APOBEC3A. Together, our study provides evidence that APOBEC3A and APOBEC3B can generate mutation landscapes in cancer genomes, driven by their unique substrate selectivity.
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26
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Butt Y, Sakhtemani R, Mohamad-Ramshan R, Lawrence MS, Bhagwat AS. Distinguishing preferences of human APOBEC3A and APOBEC3B for cytosines in hairpin loops, and reflection of these preferences in APOBEC-signature cancer genome mutations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.01.551518. [PMID: 37577595 PMCID: PMC10418155 DOI: 10.1101/2023.08.01.551518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
The APOBEC3 family of enzymes convert cytosines in single-stranded DNA to uracils thereby causing mutations. These enzymes protect human cells against viruses and retrotransposons, but in many cancers they contribute to mutations that diversify the tumors and help them escape anticancer drug treatments. To understand the mechanism of mutagenesis by APOBEC3B, we expressed the complete enzyme or its catalytic carboxy-terminal domain (CTD) in repair-deficient Eschericia coli and mapped the resulting uracils using uracil pull-down and sequencing technology. The uracilomes of A3B-full and A3B-CTD showed peaks in many of the same regions where APOBEC3A also created uracilation peaks. Like A3A, the two A3B enzymes also preferred to deaminate cytosines near transcription start sites and in the lagging-strand template at replication forks. In contrast to an earlier report that A3B does not favor hairpin loops over linear DNA, we found that both A3B-full and A3B-CTD showed a strong preference for cytosines in hairpin loops. The major difference between A3A and A3B was that while the former enzyme prefers 3 nt loops the best, A3B prefers loops of 4 nt over those of other lengths. Furthermore, within 5 nt loops, A3A prefers cytosine to be in the penultimate position, while A3B prefers it to be at the 3' end of the loop. We confirmed these loop size and sequence preferences experimentally using purified A3A and A3B-CTD proteins. Reanalysis of hairpin loop mutations in human tumors using the size, sequence and position preferences of the two enzymes found that the tumors displayed mutations with intrinsic characteristics of both the enzymes with a stronger contribution from A3A.
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27
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Liu L, Zhang Y, Hu X, Zhang H, Jiang C, Guo Y, Cang S. MiR-138-5p inhibits prostate cancer cell proliferation and chemoresistance by targeting APOBEC3B. Transl Oncol 2023; 35:101723. [PMID: 37364333 DOI: 10.1016/j.tranon.2023.101723] [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: 04/08/2023] [Revised: 05/22/2023] [Accepted: 06/12/2023] [Indexed: 06/28/2023] Open
Abstract
Docetaxel is one of the most commonly used drugs in prostate cancer (PCa) chemotherapy, but its therapeutic effect in PCa is usually limited due to its drug resistance. APOBEC3B is a DNA cytosine deaminase that can alter biological processes, including chemoresistance. APOBEC3B is upregulated in various cancers. However, the biological function and underlying regulation of APOBEC3B in PCa remain unclear. In this study, we explored the role of APOBEC3B in PCa chemoresistance and the molecular mechanism of its dysregulated expression. Our results revealed that APOBEC3B was upregulated in PCa docetaxel-resistant cells, while its knockdown significantly repressed cell proliferation and docetaxel resistance of PCa cells. Bioinformatics and luciferase report analysis showed that miR-138-5p targeted APOBEC3B. In addition, miR-138-5p overexpression impeded cell proliferation and docetaxel resistance in PCa, while miR-138-5p inhibitors reversed this process. Further studies showed that upregulation of APOBEC3B expression in docetaxel-resistant cells overexpressing miR-138-5p could desensitize PCa cells to docetaxel treatment. Taken together, miR-138-5p regulates PCa cell proliferation and chemoresistance by targeting the 3'-UTR of APOBEC3B, which may provide novel insights and therapeutic targets for the treatment of PCa.
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Affiliation(s)
- Lina Liu
- Department of Oncology, Henan Provincial International Coalition Laboratory of Oncology Precision Treatment, Henan Provincial Academician Workstation of Non-coding RNA Translational Research, Henan Provincial People's Hospital, Henan University People's Hospital and Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Yan Zhang
- Department of Oncology, Henan Provincial International Coalition Laboratory of Oncology Precision Treatment, Henan Provincial Academician Workstation of Non-coding RNA Translational Research, Henan Provincial People's Hospital, Henan University People's Hospital and Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Xi Hu
- Department of Oncology, Henan Provincial International Coalition Laboratory of Oncology Precision Treatment, Henan Provincial Academician Workstation of Non-coding RNA Translational Research, Henan Provincial People's Hospital, Henan University People's Hospital and Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Hui Zhang
- Department of Oncology, Henan Provincial International Coalition Laboratory of Oncology Precision Treatment, Henan Provincial Academician Workstation of Non-coding RNA Translational Research, Henan Provincial People's Hospital, Henan University People's Hospital and Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Chenyang Jiang
- Department of Oncology, Henan Provincial International Coalition Laboratory of Oncology Precision Treatment, Henan Provincial Academician Workstation of Non-coding RNA Translational Research, Henan Provincial People's Hospital, Henan University People's Hospital and Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Yan Guo
- Department of Oncology, Henan Provincial International Coalition Laboratory of Oncology Precision Treatment, Henan Provincial Academician Workstation of Non-coding RNA Translational Research, Henan Provincial People's Hospital, Henan University People's Hospital and Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Shundong Cang
- Department of Oncology, Henan Provincial International Coalition Laboratory of Oncology Precision Treatment, Henan Provincial Academician Workstation of Non-coding RNA Translational Research, Henan Provincial People's Hospital, Henan University People's Hospital and Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China.
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28
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Kurup HM, Kvach MV, Harjes S, Jameson GB, Harjes E, Filichev VV. Seven-membered ring nucleobases as inhibitors of human cytidine deaminase and APOBEC3A. Org Biomol Chem 2023; 21:5117-5128. [PMID: 37282621 PMCID: PMC10282898 DOI: 10.1039/d3ob00392b] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 05/22/2023] [Indexed: 06/08/2023]
Abstract
The APOBEC3 (APOBEC3A-H) enzyme family as a part of the human innate immune system deaminates cytosine to uracil in single-stranded DNA (ssDNA) and thereby prevents the spread of pathogenic genetic information. However, APOBEC3-induced mutagenesis promotes viral and cancer evolution, thus enabling the progression of diseases and development of drug resistance. Therefore, APOBEC3 inhibition offers a possibility to complement existing antiviral and anticancer therapies and prevent the emergence of drug resistance, thus making such therapies effective for longer periods of time. Here, we synthesised nucleosides containing seven-membered nucleobases based on azepinone and compared their inhibitory potential against human cytidine deaminase (hCDA) and APOBEC3A with previously described 2'-deoxyzebularine (dZ) and 5-fluoro-2'-deoxyzebularine (FdZ). The nanomolar inhibitor of wild-type APOBEC3A was obtained by the incorporation of 1,3,4,7-tetrahydro-2H-1,3-diazepin-2-one in the TTC loop of a DNA hairpin instead of the target 2'-deoxycytidine providing a Ki of 290 ± 40 nM, which is only slightly weaker than the Ki of the FdZ-containing inhibitor (117 ± 15 nM). A less potent but notably different inhibition of human cytidine deaminase (CDA) and engineered C-terminal domain of APOBEC3B was observed for 2'-deoxyribosides of the S and R isomers of hexahydro-5-hydroxy-azepin-2-one: the S-isomer was more active than the R-isomer. The S-isomer shows resemblance in the position of the OH-group observed recently for the hydrated dZ and FdZ in the crystal structures with APOBEC3G and APOBEC3A, respectively. This shows that 7-membered ring analogues of pyrimidine nucleosides can serve as a platform for further development of modified ssDNAs as powerful A3 inhibitors.
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Affiliation(s)
- Harikrishnan M Kurup
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand.
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
| | - Maksim V Kvach
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand.
| | - Stefan Harjes
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand.
| | - Geoffrey B Jameson
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand.
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
| | - Elena Harjes
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand.
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
| | - Vyacheslav V Filichev
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand.
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
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29
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Zong C, Zhang Z, Gao L, He J, Wang Y, Li Q, Liu X, Yang J, Chen D, Huang R, Zheng G, Jin X, Wei W, Jia R, Shen J. APOBEC3B coordinates R-loop to promote replication stress and sensitize cancer cells to ATR/Chk1 inhibitors. Cell Death Dis 2023; 14:348. [PMID: 37270643 DOI: 10.1038/s41419-023-05867-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 05/08/2023] [Accepted: 05/16/2023] [Indexed: 06/05/2023]
Abstract
The cytidine deaminase, Apolipoprotein B mRNA editing enzyme catalytic subunit 3B (APOBEC3B, herein termed A3B), is a critical mutation driver that induces genomic instability in cancer by catalyzing cytosine-to-thymine (C-to-T) conversion and promoting replication stress (RS). However, the detailed function of A3B in RS is not fully determined and it is not known whether the mechanism of A3B action can be exploited for cancer therapy. Here, we conducted an immunoprecipitation-mass spectrometry (IP-MS) study and identified A3B to be a novel binding component of R-loops, which are RNA:DNA hybrid structures. Mechanistically, overexpression of A3B exacerbated RS by promoting R-loop formation and altering the distribution of R-loops in the genome. This was rescued by the R-loop gatekeeper, Ribonuclease H1 (RNASEH1, herein termed RNH1). In addition, a high level of A3B conferred sensitivity to ATR/Chk1 inhibitors (ATRi/Chk1i) in melanoma cells, which was dependent on R-loop status. Together, our results provide novel insights into the mechanistic link between A3B and R-loops in the promotion of RS in cancer. This will inform the development of markers to predict the response of patients to ATRi/Chk1i.
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Affiliation(s)
- Chunyan Zong
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Zhe Zhang
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Li Gao
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Jie He
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yiran Wang
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Qian Li
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xiaoting Liu
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
| | - Jie Yang
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
| | - Di Chen
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Rui Huang
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Guopei Zheng
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xiaoliang Jin
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China
| | - Wu Wei
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China.
- Lingang Laboratory, Shanghai, 200031, China.
| | - Renbing Jia
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China.
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China.
| | - Jianfeng Shen
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, 200025, China.
- Institute of Translational Medicine, National Facility for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China.
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30
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Granadillo Rodríguez M, Wong L, Chelico L. Similar deamination activities but different phenotypic outcomes induced by APOBEC3 enzymes in breast epithelial cells. Front Genome Ed 2023; 5:1196697. [PMID: 37324648 PMCID: PMC10267419 DOI: 10.3389/fgeed.2023.1196697] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/22/2023] [Indexed: 06/17/2023] Open
Abstract
APOBEC3 (A3) enzymes deaminate cytosine to uracil in viral single-stranded DNA as a mutagenic barrier for some viruses. A3-induced deaminations can also occur in human genomes resulting in an endogenous source of somatic mutations in multiple cancers. However, the roles of each A3 are unclear since few studies have assessed these enzymes in parallel. Thus, we developed stable cell lines expressing A3A, A3B, or A3H Hap I using non-tumorigenic MCF10A and tumorigenic MCF7 breast epithelial cells to assess their mutagenic potential and cancer phenotypes in breast cells. The activity of these enzymes was characterized by γH2AX foci formation and in vitro deamination. Cell migration and soft agar colony formation assays assessed cellular transformation potential. We found that all three A3 enzymes had similar γH2AX foci formation, despite different deamination activities in vitro. Notably, in nuclear lysates, the in vitro deaminase activity of A3A, A3B, and A3H did not require digestion of cellular RNA, in contrast to that of A3B and A3H in whole-cell lysates. Their similar activities in cells, nonetheless, resulted in distinct phenotypes where A3A decreased colony formation in soft agar, A3B decreased colony formation in soft agar after hydroxyurea treatment, and A3H Hap I promoted cell migration. Overall, we show that in vitro deamination data do not always reflect cell DNA damage, all three A3s induce DNA damage, and the impact of each is different.
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31
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Roelofs PA, Martens JW, Harris RS, Span PN. Clinical Implications of APOBEC3-Mediated Mutagenesis in Breast Cancer. Clin Cancer Res 2023; 29:1658-1669. [PMID: 36478188 PMCID: PMC10159886 DOI: 10.1158/1078-0432.ccr-22-2861] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/30/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022]
Abstract
Over recent years, members of the APOBEC3 family of cytosine deaminases have been implicated in increased cancer genome mutagenesis, thereby contributing to intratumor and intertumor genomic heterogeneity and therapy resistance in, among others, breast cancer. Understanding the available methods for clinical detection of these enzymes, the conditions required for their (dysregulated) expression, the clinical impact they have, and the clinical implications they may offer is crucial in understanding the current impact of APOBEC3-mediated mutagenesis in breast cancer. Here, we provide a comprehensive review of recent developments in the detection of APOBEC3-mediated mutagenesis and responsible APOBEC3 enzymes, summarize the pathways that control their expression, and explore the clinical ramifications and opportunities they pose. We propose that APOBEC3-mediated mutagenesis can function as a helpful predictive biomarker in several standard-of-care breast cancer treatment plans and may be a novel target for treatment.
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Affiliation(s)
- Pieter A. Roelofs
- Department of Radiation Oncology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - John W.M. Martens
- Erasmus MC Cancer Institute, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Reuben S. Harris
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
- 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
| | - Paul N. Span
- Department of Radiation Oncology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
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Roelofs PA, Timmermans MAM, Stefanovska B, den Boestert MA, van den Borne AWM, Balcioglu HE, Trapman AM, Harris RS, Martens JWM, Span PN. Aberrant APOBEC3B Expression in Breast Cancer Is Linked to Proliferation and Cell Cycle Phase. Cells 2023; 12:1185. [PMID: 37190094 PMCID: PMC10136826 DOI: 10.3390/cells12081185] [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: 02/13/2023] [Revised: 04/15/2023] [Accepted: 04/15/2023] [Indexed: 05/17/2023] Open
Abstract
APOBEC3B (A3B) is aberrantly overexpressed in a subset of breast cancers, where it associates with advanced disease, poor prognosis, and treatment resistance, yet the causes of A3B dysregulation in breast cancer remain unclear. Here, A3B mRNA and protein expression levels were quantified in different cell lines and breast tumors and related to cell cycle markers using RT-qPCR and multiplex immunofluorescence imaging. The inducibility of A3B expression during the cell cycle was additionally addressed after cell cycle synchronization with multiple methods. First, we found that A3B protein levels within cell lines and tumors are heterogeneous and associate strongly with the proliferation marker Cyclin B1 characteristic of the G2/M phase of the cell cycle. Second, in multiple breast cancer cell lines with high A3B, expression levels were observed to oscillate throughout the cell cycle and again associate with Cyclin B1. Third, induction of A3B expression is potently repressed throughout G0/early G1, likely by RB/E2F pathway effector proteins. Fourth, in cells with low A3B, induction of A3B through the PKC/ncNF-κB pathway occurs predominantly in actively proliferating cells and is largely absent in cells arrested in G0. Altogether, these results support a model in which dysregulated A3B overexpression in breast cancer is the cumulative result of proliferation-associated relief from repression with concomitant pathway activation during the G2/M phase of the cell cycle.
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Affiliation(s)
- Pieter A. Roelofs
- Radiotherapy & OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, and Center for Genome Engineering, University of Minnesota, Minneapolis, MN 55455, USA
| | - Mieke A. M. Timmermans
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Bojana Stefanovska
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, and Center for Genome Engineering, University of Minnesota, Minneapolis, MN 55455, USA
- 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
| | - Myrthe A. den Boestert
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Amber W. M. van den Borne
- Radiotherapy & OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
| | - Hayri E. Balcioglu
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Anita M. Trapman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Reuben S. Harris
- Department of Biochemistry, Molecular Biology and Biophysics, Masonic Cancer Center, Institute for Molecular Virology, and Center for Genome Engineering, University of Minnesota, Minneapolis, MN 55455, USA
- 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
| | - John W. M. Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Paul N. Span
- Radiotherapy & OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
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Mertz TM, Rice-Reynolds E, Nguyen L, Wood A, Bray N, Mitchell D, Lobachev K, Roberts SA. Genetic modifiers of APOBEC-induced mutagenesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.05.535598. [PMID: 37066362 PMCID: PMC10104050 DOI: 10.1101/2023.04.05.535598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
The cytidine deaminases APOBEC3A and APOBEC3B (A3B) are prominent mutators of human cancer genomes. However, tumor-specific genetic modulators of APOBEC-induced mutagenesis are poorly defined. Here, we utilized a screen to identify 61 gene deletions that increase A3B-induced mutations in yeast. Also, we determined whether each deletion was epistatic with UNG1 loss, which indicated whether the encoded factors participate in the error-free bypass of A3B/Ung1-dependent abasic sites or suppress A3B-catalyzed deamination by protecting against aberrant formation of single stranded DNA (ssDNA). Additionally, we determined that the mutation spectra of A3B-induced mutations revealed genotype-specific patterns of strand-specific ssDNA formation and nucleotide incorporation across APOBEC-induced lesions. Combining these three metrics we were able to establish a multifactorial signature of APOBEC-induced mutations specific to (1) failure to remove H3K56 acetylation, which results in extremely high A3B-induced mutagenesis, (2) defective CTF18-RFC complex function, which results in high levels of A3B induced mutations specifically on the leading strand template that synergistically increase with loss of UNG1, and (3) defective HR-mediated bypass of APOBEC-induced lesions, which were epistatic with Ung1 loss and result from increased Rev1-mediated C-to-G substitutions. We extended these results by analyzing mutation data for human tumors and found BRCA1/2-deficient breast cancer tumors display 3- to 4-fold more APOBEC-induced mutations. Mirroring our results in yeast, for BRCA1/2 deficient tumors Rev1-mediated C-to-G substitutions are solely responsible for increased APOBEC-signature mutations and these mutations occur on the lagging strand during DNA replication. Together these results identify important factors that influence the dynamics of DNA replication and likely the abundance of APOBEC-induced mutation during tumor progression as well as a novel mechanistic role for BRCA1/2 during HR-dependent lesion bypass of APOBEC-induced lesions during cancer cell replication.
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Butler K, Banday AR. APOBEC3-mediated mutagenesis in cancer: causes, clinical significance and therapeutic potential. J Hematol Oncol 2023; 16:31. [PMID: 36978147 PMCID: PMC10044795 DOI: 10.1186/s13045-023-01425-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 03/14/2023] [Indexed: 03/30/2023] Open
Abstract
Apolipoprotein B mRNA-editing enzyme, catalytic polypeptides (APOBECs) are cytosine deaminases involved in innate and adaptive immunity. However, some APOBEC family members can also deaminate host genomes to generate oncogenic mutations. The resulting mutations, primarily signatures 2 and 13, occur in many tumor types and are among the most common mutational signatures in cancer. This review summarizes the current evidence implicating APOBEC3s as major mutators and outlines the exogenous and endogenous triggers of APOBEC3 expression and mutational activity. The review also discusses how APOBEC3-mediated mutagenesis impacts tumor evolution through both mutagenic and non-mutagenic pathways, including by inducing driver mutations and modulating the tumor immune microenvironment. Moving from molecular biology to clinical outcomes, the review concludes by summarizing the divergent prognostic significance of APOBEC3s across cancer types and their therapeutic potential in the current and future clinical landscapes.
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Affiliation(s)
- Kelly Butler
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - A Rouf Banday
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
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Argyris PP, Naumann J, Jarvis MC, Wilkinson PE, Ho DP, Islam MN, Bhattacharyya I, Gopalakrishnan R, Li F, Koutlas IG, Giubellino A, Harris RS. Primary mucosal melanomas of the head and neck are characterised by overexpression of the DNA mutating enzyme APOBEC3B. Histopathology 2023; 82:608-621. [PMID: 36416305 PMCID: PMC10107945 DOI: 10.1111/his.14843] [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: 05/05/2022] [Revised: 09/12/2022] [Accepted: 09/23/2022] [Indexed: 11/24/2022]
Abstract
AIMS Primary head/neck mucosal melanomas (MMs) are rare and exhibit aggressive biologic behaviour and elevated mutational loads. The molecular mechanisms responsible for high genomic instability observed in head/neck MMs remain elusive. The DNA cytosine deaminase APOBEC3B (A3B) constitutes a major endogenous source of mutation in human cancer. A3B-related mutations are identified through C-to-T/-G base substitutions in 5'-TCA/T motifs. Herein, we present immunohistochemical and genomic data supportive of a role for A3B in head/neck MMs. METHODS AND RESULTS A3B protein levels were assessed in oral (n = 13) and sinonasal (n = 13) melanomas, and oral melanocytic nevi (n = 13) by immunohistochemistry using a custom rabbit α-A3B mAb (5210-87-13). Heterogeneous, selective-to-diffuse, nuclear only, A3B immunopositivity was observed in 12 of 13 (92.3%) oral melanomas (H-score range = 9-72, median = 40) and 8 of 13 (62%) sinonasal melanomas (H-score range = 1-110, median = 24). Two cases negative for A3B showed prominent cytoplasmic staining consistent with A3G. A3B protein levels were significantly higher in oral and sinonasal MMs than intraoral melanocytic nevi (P < 0.0001 and P = 0.0022, respectively), which were A3B-negative (H-score range = 1-8, median = 4). A3B levels, however, did not differ significantly between oral and sinonasal tumours (P > 0.99). NGS performed in 10 sinonasal MMs revealed missense NRAS mutations in 50% of the studied cases and one each KIT and HRAS mutations. Publicly available whole-genome sequencing (WGS) data disclosed that the number of C-to-T mutations and APOBEC3 enrichment score were markedly elevated in head/neck MMs (n = 2). CONCLUSION The above data strongly indicate a possible role for the mutagenic enzyme A3B in head/neck melanomagenesis, but not benign melanocytic neoplasms.
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Affiliation(s)
- Prokopios P Argyris
- Department of Biochemistry, Molecular Biology and BiophysicsUniversity of MinnesotaMinneapolisMNUSA
- Masonic Cancer CenterUniversity of MinnesotaMinneapolisMNUSA
- Institute for Molecular VirologyUniversity of MinnesotaMinneapolisMNUSA
- Center for Genome EngineeringUniversity of MinnesotaMinneapolisMNUSA
- Howard Hughes Medical InstituteUniversity of MinnesotaMinneapolisMNUSA
- Division of Oral and Maxillofacial PathologySchool of Dentistry, University of MinnesotaMinneapolisMNUSA
| | - Jordan Naumann
- Department of Biochemistry, Molecular Biology and BiophysicsUniversity of MinnesotaMinneapolisMNUSA
- Masonic Cancer CenterUniversity of MinnesotaMinneapolisMNUSA
- Institute for Molecular VirologyUniversity of MinnesotaMinneapolisMNUSA
- Center for Genome EngineeringUniversity of MinnesotaMinneapolisMNUSA
| | - Matthew C Jarvis
- Department of Biochemistry, Molecular Biology and BiophysicsUniversity of MinnesotaMinneapolisMNUSA
- Masonic Cancer CenterUniversity of MinnesotaMinneapolisMNUSA
- Institute for Molecular VirologyUniversity of MinnesotaMinneapolisMNUSA
- Center for Genome EngineeringUniversity of MinnesotaMinneapolisMNUSA
| | - Peter E Wilkinson
- Department of Diagnostic and Biological SciencesSchool of Dentistry, University of MinnesotaMinneapolisMNUSA
| | - Dan P Ho
- Department of Diagnostic and Biological SciencesSchool of Dentistry, University of MinnesotaMinneapolisMNUSA
| | - Mohammed N Islam
- Department of Oral and Maxillofacial Diagnostic SciencesUniversity of Florida College of DentistryGainesvilleFLUSA
| | - Indraneel Bhattacharyya
- Department of Oral and Maxillofacial Diagnostic SciencesUniversity of Florida College of DentistryGainesvilleFLUSA
| | - Rajaram Gopalakrishnan
- Division of Oral and Maxillofacial PathologySchool of Dentistry, University of MinnesotaMinneapolisMNUSA
| | - Faqian Li
- Department of Laboratory Medicine and PathologyMedical School, University of MinnesotaMinneapolisMNUSA
| | - Ioannis G Koutlas
- Division of Oral and Maxillofacial PathologySchool of Dentistry, University of MinnesotaMinneapolisMNUSA
| | - Alessio Giubellino
- Department of Laboratory Medicine and PathologyMedical School, University of MinnesotaMinneapolisMNUSA
| | - Reuben S Harris
- Department of Biochemistry, Molecular Biology and BiophysicsUniversity of MinnesotaMinneapolisMNUSA
- Masonic Cancer CenterUniversity of MinnesotaMinneapolisMNUSA
- Institute for Molecular VirologyUniversity of MinnesotaMinneapolisMNUSA
- Center for Genome EngineeringUniversity of MinnesotaMinneapolisMNUSA
- Howard Hughes Medical InstituteUniversity of MinnesotaMinneapolisMNUSA
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Alromema N, Syed AH, Khan T. A Hybrid Machine Learning Approach to Screen Optimal Predictors for the Classification of Primary Breast Tumors from Gene Expression Microarray Data. Diagnostics (Basel) 2023; 13:diagnostics13040708. [PMID: 36832196 PMCID: PMC9955903 DOI: 10.3390/diagnostics13040708] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 01/30/2023] [Accepted: 02/07/2023] [Indexed: 02/16/2023] Open
Abstract
The high dimensionality and sparsity of the microarray gene expression data make it challenging to analyze and screen the optimal subset of genes as predictors of breast cancer (BC). The authors in the present study propose a novel hybrid Feature Selection (FS) sequential framework involving minimum Redundancy-Maximum Relevance (mRMR), a two-tailed unpaired t-test, and meta-heuristics to screen the most optimal set of gene biomarkers as predictors for BC. The proposed framework identified a set of three most optimal gene biomarkers, namely, MAPK 1, APOBEC3B, and ENAH. In addition, the state-of-the-art supervised Machine Learning (ML) algorithms, namely Support Vector Machine (SVM), K-Nearest Neighbors (KNN), Neural Net (NN), Naïve Bayes (NB), Decision Tree (DT), eXtreme Gradient Boosting (XGBoost), and Logistic Regression (LR) were used to test the predictive capability of the selected gene biomarkers and select the most effective breast cancer diagnostic model with higher values of performance matrices. Our study found that the XGBoost-based model was the superior performer with an accuracy of 0.976 ± 0.027, an F1-Score of 0.974 ± 0.030, and an AUC value of 0.961 ± 0.035 when tested on an independent test dataset. The screened gene biomarkers-based classification system efficiently detects primary breast tumors from normal breast samples.
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Affiliation(s)
- Nashwan Alromema
- Department of Computer Science, Faculty of Computing and Information Technology Rabigh (FCITR), King Abdulaziz University, Jeddah 22254, Saudi Arabia
- Correspondence:
| | - Asif Hassan Syed
- Department of Computer Science, Faculty of Computing and Information Technology Rabigh (FCITR), King Abdulaziz University, Jeddah 22254, Saudi Arabia
| | - Tabrej Khan
- Department of Information Systems, Faculty of Computing and Information Technology Rabigh (FCITR), King Abdulaziz University, Jeddah 22254, Saudi Arabia
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Li L, Sun J, Liu N, Yu R, Zhang J, Pang J, Ou Q, Yin Y, Cui J, Yao X, Zhao R, Shao Y, Yuan S, Yu J. Clinical Outcome-Related Cancer Pathways and Mutational Signatures in Patients With Unresectable Esophageal Squamous Cell Carcinoma Treated With Chemoradiotherapy. Int J Radiat Oncol Biol Phys 2023; 115:382-394. [PMID: 36167753 DOI: 10.1016/j.ijrobp.2022.07.1835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 07/20/2022] [Accepted: 07/26/2022] [Indexed: 01/11/2023]
Abstract
PURPOSE Definitive chemoradiotherapy (dCRT) is a standard-of-care for locally advanced unresectable esophageal squamous cell carcinoma (ESCC). However, even in individuals treated with the same dCRT regimen, differences in the local control rate and radiation-induced thoracic toxicity exist (radiation-induced esophagitis [RIE]). METHODS AND MATERIALS Here, we describe a comprehensive genomic evaluation of pretreatment tumor tissue samples from 183 patients with ESCC using targeted sequencing of 474 cancer-related genes. The association between endpoints (progression-free survival [PFS], overall survival, locoregional relapse-free survival, distant metastasis-free survival), toxicity (RIE) and genomic features, including altered pathways and the mutational signature, was analyzed. An independent cohort of 84 stage II-III patients with ESCC was used for validation. RESULTS Gene alterations in the cell cycle pathway were identified in 87% of cases. Other frequently altered pathways included PI3K-AKT (45.9%), NOTCH (38.3%), NRF2 (36.6%), RKT-RAS (28.4%), and homologous recombination repair (HRR; 20.2%). HRR pathway alterations correlated with shortened PFS (mutation vs wild-type: 9.00 vs 14.40 months, hazard ratio, 2.10; 95% confidence interval, 1.29-3.44), while altered RTK-RAS pathways were correlated with worse overall survival in patients with ESCC treated with chemoradiotherapy (mutation vs wild-type: 23.70 vs 33.50 months; hazard ratio, 1.65; 95% confidence interval, 1.01-2.69). Furthermore, enrichment of apolipoprotein B mRNA editing enzyme, catalytic polypeptide (APOBEC) signatures (signatures 2 and 13) was identified in ESCC tumors with altered HRR pathways. High APOBEC signatures and an altered HRR pathway were correlated with poor prognoses in dCRT-treated ESCC. Moreover, the APOBEC signature and/or the presence of HRR pathway alterations were associated with poor PFS and overall survival, which was validated in an independent whole exome sequence cohort. Notably, the altered HRR pathway was also associated with high-grade RIE toxicity in patients with ESCC. CONCLUSIONS Collectively, our results support the use of comprehensive genomic profiling to guide treatment and minimize RIE in patients with ESCC.
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Affiliation(s)
- Li Li
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Jujie Sun
- Department of Pathology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Shandong Cancer Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Ning Liu
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Ruoying Yu
- Nanjing Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - Junli Zhang
- Nanjing Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - Jiaohui Pang
- Nanjing Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - Qiuxiang Ou
- Nanjing Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - Ying Yin
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Jinfeng Cui
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Xuling Yao
- Department of Pathology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Shandong Cancer Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Ranran Zhao
- Department of Pathology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Shandong Cancer Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Yang Shao
- Nanjing Geneseeq Technology Inc, Nanjing, Jiangsu, China; School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China.
| | - Shuanghu Yuan
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China; Department of Radiation Oncology, The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, Henan, China.
| | - Jinming Yu
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China; Research Unit of Radiation Oncology, Chinese Academy of Medical Sciences, Jinan, Shandong, China.
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Research on the influence of APOBEC family on the occurrence, diagnosis, and treatment of various tumors. J Cancer Res Clin Oncol 2023; 149:357-366. [PMID: 36222899 DOI: 10.1007/s00432-022-04395-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 10/05/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND Apolipoprotein B mRNA-editing catalytic polypeptide (APOBEC) is a family of highly efficient cytidine deaminase enzymes. APOBECs have been proven to deaminate cytidine on single-stranded DNA or RNA. Inducing the deamination of cytosine on the target gene into uracil, which exerts a variety of physiological functions, plays an important role in innate immunity, adaptive immunity, and antiviral. As the research progresses, APOBECs have been confirmed to be highly expressed in a variety of tumors, causing abnormal mutations in host genes, leading to inactivation of tumor suppressor genes or activation of proto-oncogenes, and their role in tumor development and as diagnostic and treatment markers gradually be found. CONCLUSION This article will review the mechanism of APOBECs and their impact on tumor occurrence, development, diagnosis, and treatment, and provide a theoretical basis for future tumor treatment.
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Tsuji J, Li T, Grinshpun A, Coorens T, Russo D, Anderson L, Rees R, Nardone A, Patterson C, Lennon NJ, Cibulskis C, Leshchiner I, Tayob N, Tolaney SM, Tung N, McDonnell DP, Krop IE, Winer EP, Stewart C, Getz G, Jeselsohn R. Clinical Efficacy and Whole-Exome Sequencing of Liquid Biopsies in a Phase IB/II Study of Bazedoxifene and Palbociclib in Advanced Hormone Receptor-Positive Breast Cancer. Clin Cancer Res 2022; 28:5066-5078. [PMID: 36215125 PMCID: PMC9722539 DOI: 10.1158/1078-0432.ccr-22-2305] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/10/2022] [Accepted: 10/06/2022] [Indexed: 01/24/2023]
Abstract
PURPOSE Sensitivity to endocrine therapy (ET) is critical for the clinical benefit from the combination of palbociclib plus ET in hormone receptor-positive/HER2-negative (HR+/HER2-) advanced breast cancer. Bazedoxifene is a third-generation selective estrogen receptor (ER) modulator and selective ER degrader with activity in preclinical models of endocrine-resistant breast cancer, including models harboring ESR1 mutations. Clinical trials in healthy women showed that bazedoxifene is well tolerated. PATIENTS AND METHODS We conducted a phase Ib/II study of bazedoxifene plus palbociclib in patients with HR+/HER2- advanced breast cancer who progressed on prior ET (N = 36; NCT02448771). RESULTS The study met its primary endpoint, with a clinical benefit rate of 33.3%, and the safety profile was consistent with what has previously been seen with palbociclib monotherapy. The median progression-free survival (PFS) was 3.6 months [95% confidence interval (CI), 2.0-7.2]. An activating PIK3CA mutation at baseline was associated with a shorter PFS (HR = 4.4; 95% CI, 1.5-13; P = 0.0026), but activating ESR1 mutations did not impact the PFS. Longitudinal plasma circulating tumor DNA whole-exome sequencing (WES; N = 68 plasma samples) provided an overview of the tumor heterogeneity and the subclonal genetic evolution, and identified actionable mutations acquired during treatment. CONCLUSIONS The combination of palbociclib and bazedoxifene has clinical efficacy and an acceptable safety profile in a heavily pretreated patient population with advanced HR+/HER2- breast cancer. These results merit continued investigation of bazedoxifene in breast cancer.
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Affiliation(s)
- Junko Tsuji
- Broad Institute of MIT and Harvard; Cambridge, Massachusetts, USA
| | - Tianyu Li
- Department of Data Science, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
| | - Albert Grinshpun
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Tim Coorens
- Broad Institute of MIT and Harvard; Cambridge, Massachusetts, USA
| | - Douglas Russo
- Department of Data Science, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
| | - Leilani Anderson
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center; Boston, Massachusetts, USA
| | - Rebecca Rees
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center; Boston, Massachusetts, USA
| | - Agostina Nardone
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
| | | | - Niall J. Lennon
- Broad Institute of MIT and Harvard; Cambridge, Massachusetts, USA
| | - Carrie Cibulskis
- Broad Institute of MIT and Harvard; Cambridge, Massachusetts, USA
| | | | - Nabihah Tayob
- Department of Data Science, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Sara M. Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center; Boston, Massachusetts, USA
| | - Nadine Tung
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Medical Oncology, Beth Israel Deaconess Medical Center; Boston, Massachusetts, USA
| | - Donald P. McDonnell
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine; Durham, NC, USA
| | - Ian E. Krop
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center; Boston, Massachusetts, USA
| | - Eric P. Winer
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center; Boston, Massachusetts, USA
| | - Chip Stewart
- Broad Institute of MIT and Harvard; Cambridge, Massachusetts, USA
| | - Gad Getz
- Broad Institute of MIT and Harvard; Cambridge, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Massachusetts General Hospital Cancer Center and Department of Pathology, Massachusetts General Hospital; Boston, Massachusetts, USA
| | - Rinath Jeselsohn
- Department of Medical Oncology, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute; Boston, Massachusetts, USA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center; Boston, Massachusetts, USA
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Maiti A, Hedger AK, Myint W, Balachandran V, Watts JK, Schiffer CA, Matsuo H. Structure of the catalytically active APOBEC3G bound to a DNA oligonucleotide inhibitor reveals tetrahedral geometry of the transition state. Nat Commun 2022; 13:7117. [PMID: 36402773 PMCID: PMC9675756 DOI: 10.1038/s41467-022-34752-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 11/04/2022] [Indexed: 11/21/2022] Open
Abstract
APOBEC3 proteins (A3s) are enzymes that catalyze the deamination of cytidine to uridine in single-stranded DNA (ssDNA) substrates, thus playing a key role in innate antiviral immunity. However, the APOBEC3 family has also been linked to many mutational signatures in cancer cells, which has led to an intense interest to develop inhibitors of A3's catalytic activity as therapeutics as well as tools to study A3's biochemistry, structure, and cellular function. Recent studies have shown that ssDNA containing 2'-deoxy-zebularine (dZ-ssDNA) is an inhibitor of A3s such as A3A, A3B, and A3G, although the atomic determinants of this activity have remained unknown. To fill this knowledge gap, we determined a 1.5 Å resolution structure of a dZ-ssDNA inhibitor bound to active A3G. The crystal structure revealed that the activated dZ-H2O mimics the transition state by coordinating the active site Zn2+ and engaging in additional stabilizing interactions, such as the one with the catalytic residue E259. Therefore, this structure allowed us to capture a snapshot of the A3's transition state and suggests that developing transition-state mimicking inhibitors may provide a new opportunity to design more targeted molecules for A3s in the future.
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Affiliation(s)
- Atanu Maiti
- grid.418021.e0000 0004 0535 8394Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD USA
| | - Adam K. Hedger
- grid.168645.80000 0001 0742 0364Institute for Drug Resistance, University of Massachusetts Chan Medical School, Worcester, MA USA ,grid.168645.80000 0001 0742 0364RNA Therapeutics Institute, University of Massachusetts Chan Medical School, Worcester, MA USA ,grid.168645.80000 0001 0742 0364Department of Biochemistry and Molecular Biotechnology, University of Massachusetts Chan Medical School, Worcester, MA USA
| | - Wazo Myint
- grid.418021.e0000 0004 0535 8394Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD USA
| | - Vanivilasini Balachandran
- grid.418021.e0000 0004 0535 8394Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD USA
| | - Jonathan K. Watts
- grid.168645.80000 0001 0742 0364RNA Therapeutics Institute, University of Massachusetts Chan Medical School, Worcester, MA USA ,grid.168645.80000 0001 0742 0364Department of Biochemistry and Molecular Biotechnology, University of Massachusetts Chan Medical School, Worcester, MA USA
| | - Celia A. Schiffer
- grid.168645.80000 0001 0742 0364Institute for Drug Resistance, University of Massachusetts Chan Medical School, Worcester, MA USA ,grid.168645.80000 0001 0742 0364Department of Biochemistry and Molecular Biotechnology, University of Massachusetts Chan Medical School, Worcester, MA USA
| | - Hiroshi Matsuo
- grid.418021.e0000 0004 0535 8394Cancer Innovation Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD USA
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41
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Dananberg A, Maciejowski J. Monitoring APOBEC3A protein levels in human cancer cells. Methods Cell Biol 2022; 182:313-327. [PMID: 38359985 PMCID: PMC10869936 DOI: 10.1016/bs.mcb.2022.10.008] [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: 11/19/2022]
Abstract
The APOBEC3 family of cytosine deaminases, which target single-stranded DNA and RNA of viruses and retroelements as part of the innate immune defense, generate mutations in many human cancers. Although the APOBEC3A paralog is a major endogenous source of these mutations, low APOBEC3A mRNA levels and protein abundance have hampered functional characterization. Extensive homology across APOBEC3 paralogs have further challenged the development of specific detection reagents. Here, we describe the isolation and use of monoclonal antibodies with specificity for APOBEC3A and the APOBEC3A/APOBEC3B/APOBEC3G proteins. We provide protocols and technical advice for detection and measurement of APOBEC3A protein across human cancer cell lines using standard immunoblotting and immunofluorescence protocols.
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Affiliation(s)
- Alexandra Dananberg
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - John Maciejowski
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, United States.
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42
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Chen C, Sui X, Ning H, Sun Y, Du J, Chen X, Zhou X, Chen G, Shen W, Pang L, Zhou X, Shi R, Li W, Wang H, Zhao W, Zhai W, Qi Y, Wu Y, Gao Y. Identification of natural product 3, 5-diiodotyrosine as APOBEC3B inhibitor to prevent somatic mutation accumulation and cancer progression. J Immunother Cancer 2022; 10:jitc-2022-005503. [PMID: 36323433 PMCID: PMC9639148 DOI: 10.1136/jitc-2022-005503] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/10/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The development of cancer is largely dependent on the accumulation of somatic mutations, indicating the potential to develop cancer chemoprevention agents targeting mutation drivers. However, ideal cancer chemoprevention agents that can effectively inhibit the mutation drivers have not been identified yet. METHODS The somatic mutation signatures and expression analyses of APOBEC3B were performed in patient with pan-cancer. The computer-aided screening and skeleton-based searching were performed to identify natural products that can inhibit the activity of APOBEC3B. 4-nitroquinoline-1-oxide (4-NQO)-induced spontaneous esophageal squamous cell carcinoma (ESCC) and azoxymethane/dextran sulfate sodium (AOM/DSS)-induced spontaneous colon cancer mouse models were conducted to investigate the influences of APOBEC3B inhibitor on the prevention of somatic mutation accumulation and cancer progression. RESULTS Here, we discovered that the cytidine deaminase APOBEC3B correlated somatic mutations were widely observed in a variety of cancers, and its overexpression indicated poor survival. SMC247 (3, 5-diiodotyrosine), as a source of kelp iodine without side effects, could strongly bind APOBEC3B (KD=65 nM) and effectively inhibit its deaminase activity (IC50=1.69 µM). Interestingly, 3, 5-diiodotyrosine could significantly reduce the clusters of mutations, prevent the precancerous lesion progression, and prolong the survival in 4-NQO-induced spontaneous ESCC and AOM/DSS-induced spontaneous colon cancer mouse models. Furthermore, 3, 5-diiodotyrosine could reduce colitis, increase the proportion and function of T lymphocytes via IL-15 in tumor microenvironment. The synergistic cancer prevention effects were observed when 3, 5-diiodotyrosine combined with PD-1/PD-L1 blockade. CONCLUSIONS This is the first prove-of-concept study to elucidate that the natural product 3, 5-diiodotyrosine could prevent somatic mutation accumulation and cancer progression through inhibiting the enzymatic activity of APOBEC3B. In addition, 3, 5-diiodotyrosine could reduce the colitis and increase the infiltration and function of T lymphocytes via IL-15 in tumor microenvironment. 3, 5-diiodotyrosine combined with PD-1/PD-L1 blockade could elicit synergistic cancer prevention effects, indicating a novel strategy for both prevent the somatic mutation accumulation and the immune-suppressive microenvironment exacerbation.
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Affiliation(s)
- Chunxia Chen
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Xinghua Sui
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University - Shenzhen Campus, Shenzhen, Guangdong, China
| | - Haoming Ning
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Yixuan Sun
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Jiangfeng Du
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China,Henan Key Laboratory of Bioactive Macromolecules, Zhengzhou University, Zhengzhou, Henan, China
| | - Xiaotong Chen
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Xiuman Zhou
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University - Shenzhen Campus, Shenzhen, Guangdong, China
| | - Guanyu Chen
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University - Shenzhen Campus, Shenzhen, Guangdong, China
| | - Wenhui Shen
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University - Shenzhen Campus, Shenzhen, Guangdong, China
| | - Liwei Pang
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Xiaowen Zhou
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Ranran Shi
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Wanqiong Li
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University - Shenzhen Campus, Shenzhen, Guangdong, China
| | - Hongfei Wang
- Henan Key Laboratory of Immunology and Targeted Therapy, School of Laboratory Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Wenshan Zhao
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China,International Joint Laboratory for Protein and Peptide Drugs of Henan Province, Zhengzhou University, Zhengzhou, Henan, China
| | - Wenjie Zhai
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China,International Joint Laboratory for Protein and Peptide Drugs of Henan Province, Zhengzhou University, Zhengzhou, Henan, China
| | - Yuanming Qi
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China,International Joint Laboratory for Protein and Peptide Drugs of Henan Province, Zhengzhou University, Zhengzhou, Henan, China
| | - Yahong Wu
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China,Henan Key Laboratory of Bioactive Macromolecules, Zhengzhou University, Zhengzhou, Henan, China
| | - Yanfeng Gao
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China,School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University - Shenzhen Campus, Shenzhen, Guangdong, China
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Petljak M, Green AM, Maciejowski J, Weitzman MD. Addressing the benefits of inhibiting APOBEC3-dependent mutagenesis in cancer. Nat Genet 2022; 54:1599-1608. [PMID: 36280735 PMCID: PMC9700387 DOI: 10.1038/s41588-022-01196-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 08/29/2022] [Indexed: 01/21/2023]
Abstract
Mutational signatures associated with apolipoprotein B mRNA-editing enzyme catalytic polypeptide-like (APOBEC)3 cytosine deaminase activity have been found in over half of cancer types, including some therapy-resistant and metastatic tumors. Driver mutations can occur in APOBEC3-favored sequence contexts, suggesting that mutagenesis by APOBEC3 enzymes may drive cancer evolution. The APOBEC3-mediated signatures are often detected in subclonal branches of tumor phylogenies and are acquired in cancer cell lines over long periods of time, indicating that APOBEC3 mutagenesis can be ongoing in cancer. Collectively, these and other observations have led to the proposal that APOBEC3 mutagenesis represents a disease-modifying process that could be inhibited to limit tumor heterogeneity, metastasis and drug resistance. However, critical aspects of APOBEC3 biology in cancer and in healthy tissues have not been clearly defined, limiting well-grounded predictions regarding the benefits of inhibiting APOBEC3 mutagenesis in different settings in cancer. We discuss the relevant mechanistic gaps and strategies to address them to investigate whether inhibiting APOBEC3 mutagenesis may confer clinical benefits in cancer.
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Affiliation(s)
- Mia Petljak
- Broad Institute of MIT and Harvard, Cambridge, MA, 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
| | - John Maciejowski
- Molecular Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew D Weitzman
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Perelman School of Medicine, Epigenetics Institute, University of Pennsylvania, Philadelphia, PA, USA
- Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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44
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Kurup HM, Kvach MV, Harjes S, Barzak FM, Jameson GB, Harjes E, Filichev VV. Design, Synthesis, and Evaluation of a Cross-Linked Oligonucleotide as the First Nanomolar Inhibitor of APOBEC3A. Biochemistry 2022; 61:2568-2578. [DOI: 10.1021/acs.biochem.2c00449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Harikrishnan M. Kurup
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
| | - Maksim V. Kvach
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
| | - Stefan Harjes
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
| | - Fareeda M. Barzak
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
| | - Geoffrey B. Jameson
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
| | - Elena Harjes
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
| | - Vyacheslav V. Filichev
- School of Natural Sciences, Massey University, Private Bag 11 222, Palmerston North 4442, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
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Lin M, Sade-Feldman M, Wirth L, Lawrence MS, Faden DL. Single-cell transcriptomic profiling for inferring tumor origin and mechanisms of therapeutic resistance. NPJ Precis Oncol 2022; 6:71. [PMID: 36210388 PMCID: PMC9548500 DOI: 10.1038/s41698-022-00314-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 09/23/2022] [Indexed: 02/02/2023] Open
Abstract
Head and Neck Squamous Cell Carcinoma (HNSCC) is an aggressive epithelial cancer with poor overall response rates to checkpoint inhibitor therapy (CPI) despite CPI being the recommended treatment for recurrent or metastatic HNSCC. Mechanisms of resistance to CPI in HNSCC are poorly understood. To identify drivers of response and resistance to CPI in a unique patient who was believed to have developed three separate HNSCCs, we performed single-cell RNA-seq (scRNA-seq) profiling of two responding lesions and one progressive lesion that developed during CPI. Our results not only suggest interferon-induced APOBEC3-mediated acquired resistance as a mechanism of CPI resistance in the progressing lesion but further, that the lesion in question was actually a metastasis as opposed to a new primary tumor, highlighting the immense power of scRNA-seq as a clinical tool for inferring tumor origin and mechanisms of therapeutic resistance.
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Affiliation(s)
- Maoxuan Lin
- grid.39479.300000 0000 8800 3003Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear, Boston, MA 02118 USA ,grid.32224.350000 0004 0386 9924Massachusetts General Hospital Cancer Center, Boston, MA 02118 USA
| | - Moshe Sade-Feldman
- grid.32224.350000 0004 0386 9924Massachusetts General Hospital Cancer Center, Boston, MA 02118 USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA 02142 USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA 02115 USA
| | - Lori Wirth
- grid.32224.350000 0004 0386 9924Department of Medicine, Massachusetts General Hospital, Boston, MA 02118 USA
| | - Michael S. Lawrence
- grid.32224.350000 0004 0386 9924Massachusetts General Hospital Cancer Center, Boston, MA 02118 USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA 02142 USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA 02115 USA
| | - Daniel L. Faden
- grid.39479.300000 0000 8800 3003Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear, Boston, MA 02118 USA ,grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA 02142 USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA 02115 USA
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46
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Sammons S, Raskina K, Danziger N, Alder L, Schrock AB, Venstrom JM, Knutson KL, Thompson EA, McGregor K, Sokol E, Chumsri S. APOBEC Mutational Signatures in Hormone Receptor-Positive Human Epidermal Growth Factor Receptor 2-Negative Breast Cancers Are Associated With Poor Outcomes on CDK4/6 Inhibitors and Endocrine Therapy. JCO Precis Oncol 2022; 6:e2200149. [PMID: 36315915 PMCID: PMC9666120 DOI: 10.1200/po.22.00149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 06/26/2022] [Accepted: 08/29/2022] [Indexed: 12/13/2022] Open
Abstract
PURPOSE APOBEC mutagenesis underlies somatic evolution and accounts for tumor heterogeneity in several cancers, including breast cancer (BC). In this study, we evaluated the characteristics of a real-world cohort for time-to-treatment discontinuation (TTD) and overall survival on CDK4/6 inhibitors (CDK4/6i) plus endocrine therapy (ET) and immune checkpoint inhibitors. METHODS Comprehensive genomic profiling results from 29,833 BC samples were analyzed for tumor mutational burden and APOBEC signatures. For clinical outcomes, a deidentified nationwide (United States-based) BC Clinico-Genomic Database (CGDB) was evaluated with log-rank and Cox models. Patients with hormone receptor-positive (HR+) human epidermal growth factor receptor 2-negative (HER2-) BC who received first-line ET and CDK4/6i were included. Eligible patients from Mayo Clinic and Duke University were HR+ HER2- BC with sequencing data between September 2013 and July 2020. RESULTS Of 29,833 samples sequenced, 7.9% were APOBEC+ with a high rate in invasive lobular carcinoma (16.7%) and in metastatic tumors (9.7%) relative to locally biopsied BC (4.3%; P < .001). In CGDB, 857 patients with HR+ HER2- BC received ET plus CDK4/6i in the first line. APOBEC+ patients had significantly shorter TTD on ET plus CDK4/6i than APOBEC- patients, 7.8 (95% CI, 4.3 to 14.6) versus 12.4 months (95% CI, 11.2 to 14.1; hazard ratio, 1.6; 95% CI, 1.03 to 2.39; P = .0036). Clinical benefit to immune checkpoint inhibitors was observed in HR+ HER2-, APOBEC+, tumor mutational burden-high patients, with four of nine CGDB patients (TTD 0.3-11.3 months) and four of six patients in Duke/Mayo cohorts (TTD 0.9-40.5 months) with a TTD of ≥ 3 months. CONCLUSION APOBEC+ HR+ HER2- patients had shorter TTD on first-line ET plus CDK4/6i relative to APOBEC- patients. Further research is needed to optimize the treatment of APOBEC+ HR+ HER2- BC and to investigate the efficacy of immunotherapeutic strategies in this population.
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Affiliation(s)
- Sarah Sammons
- Duke Cancer Institute, Duke University, Durham, NC
- Department of Medicine, Division of Medical Oncology, Duke University, Durham, NC
| | | | | | - Laura Alder
- Duke Cancer Institute, Duke University, Durham, NC
- Department of Medicine, Division of Medical Oncology, Duke University, Durham, NC
| | | | | | | | | | | | | | - Saranya Chumsri
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, FL
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47
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Abstract
Human papillomavirus (HPV) infection is a causative agent of multiple human cancers, including cervical and head and neck cancers. In these HPV-positive tumors, somatic mutations are caused by aberrant activation of DNA mutators such as members of the apolipoprotein B messenger RNA-editing enzyme catalytic polypeptide-like 3 (APOBEC3) family of cytidine deaminases. APOBEC3 proteins are most notable for their restriction of various viruses, including anti-HPV activity. However, the potential role of APOBEC3 proteins in HPV-induced cancer progression has recently garnered significant attention. Ongoing research stems from the observations that elevated APOBEC3 expression is driven by HPV oncogene expression and that APOBEC3 activity is likely a significant contributor to somatic mutagenesis in HPV-positive cancers. This review focuses on recent advances in the study of APOBEC3 proteins and their roles in HPV infection and HPV-driven oncogenesis. Further, we discuss critical gaps and unanswered questions in our understanding of APOBEC3 in virus-associated cancers.
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Affiliation(s)
- Cody J Warren
- BioFrontiers Institute, University of Colorado Boulder, Boulder, Colorado, USA
| | - Mario L Santiago
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA;
| | - Dohun Pyeon
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, USA;
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48
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C-to-U RNA Editing: A Site Directed RNA Editing Tool for Restoration of Genetic Code. Genes (Basel) 2022; 13:genes13091636. [PMID: 36140804 PMCID: PMC9498875 DOI: 10.3390/genes13091636] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/07/2022] [Accepted: 09/08/2022] [Indexed: 11/18/2022] Open
Abstract
The restoration of genetic code by editing mutated genes is a potential method for the treatment of genetic diseases/disorders. Genetic disorders are caused by the point mutations of thymine (T) to cytidine (C) or guanosine (G) to adenine (A), for which gene editing (editing of mutated genes) is a promising therapeutic technique. In C-to-Uridine (U) RNA editing, it converts the base C-to-U in RNA molecules and leads to nonsynonymous changes when occurring in coding regions; however, for G-to-A mutations, A-to-I editing occurs. Editing of C-to-U is not as physiologically common as that of A-to-I editing. Although hundreds to thousands of coding sites have been found to be C-to-U edited or editable in humans, the biological significance of this phenomenon remains elusive. In this review, we have tried to provide detailed information on physiological and artificial approaches for C-to-U RNA editing.
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49
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Jafarpour S, Yazdi M, Nedaeinia R, Ghobakhloo S, Salehi R. Unfavorable prognosis and clinical consequences of APOBEC3B expression in breast and other cancers: A systematic review and meta-analysis. Tumour Biol 2022; 44:153-169. [DOI: 10.3233/tub-211577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION: Controversy exists regarding the association of apolipoprotein B mRNA editing enzyme catalytic subunit 3B APOBEC3B, (A3B) overexpression and poor prognosis, metastasis, and chemotherapy drug resistance in cancers. Here we conducted a systematic review and meta-analysis to determine its prognostic value and clinicopathological features in breast cancer and some other malignancies. MATERIALS AND METHODS: PubMed, Scopus, Cochrane Library, Web of Science, and EMBASE were searched up to Feb 2022 for the association of A3B with breast, ovarian, gastrointestinal and lung cancers. The pooled hazard ratios with 95% confidence interval (CI) were evaluated to assess disease-free survival (DFS), overall survival (OS), and recurrence-free survival (RFS) in cancers under study. RESULTS: Over 3700 patients were included in this meta-survey. Elevated levels of A3B were significantly related to low OS (pooled HR = 1.30; 95% CI:1.09–1.55, P < 0.01), poor DFS (pooled HR = 1.66; 95% CI:1.17–2.35, P < 0.01) and poor RFS (HR = 1.51, 95% CI:1.11–2.04, P = 0.01). Subgroup analysis revealed that high A3B expression was associated with poor OS in lung (HR = 1.85, 95% CI: 1.40–2.45), and breast cancers (HR = 1.38, 95% CI: 1.00–1.89). High expression of A3B did not display any significant association with clinicopathologic features. CONCLUSION: APOBEC3B overexpression is related to poor OS, DFS and RFS only in some cancer types and no generalized role could be predicted for all cancers.
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Affiliation(s)
- Sima Jafarpour
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- Pediatric Inherited Diseases Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Maryam Yazdi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Reza Nedaeinia
- Pediatric Inherited Diseases Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Sepideh Ghobakhloo
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Rasoul Salehi
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- Pediatric Inherited Diseases Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
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50
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Verret B, Bottosso M, Hervais S, Pistilli B. The Molecular Predictive and Prognostic Biomarkers in Metastatic Breast Cancer: The Contribution of Molecular Profiling. Cancers (Basel) 2022; 14:4203. [PMID: 36077738 PMCID: PMC9454488 DOI: 10.3390/cancers14174203] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 08/16/2022] [Accepted: 08/20/2022] [Indexed: 11/22/2022] Open
Abstract
The past decade was marked by several important studies deciphering the molecular landscape of metastatic breast cancer. Although the initial goal of these studies was to find driver oncogenic events to explain cancer progression and metastatic spreading, they have also permitted the identification of several molecular alterations associated with treatment response or resistance. Herein, we review validated (PI3KCA, ESR1, MSI, NTRK translocation) and emergent molecular biomarkers (ERBB2, AKT, PTEN, HRR gene, CD274 amplification RB1, NF1, mutational process) in metastatic breast cancer, on the bases of the largest molecular profiling studies. These biomarkers will be classed according the level of evidence and, if possible, the ESCAT (ESMO) classification. Finally, we will provide some perspective on development in clinical practice for the main biomarkers.
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Affiliation(s)
- Benjamin Verret
- Medical Oncology Department, Gustave Roussy Cancer Campus, 94800 Villejuif, France
- INSERM Unit U981, Gustave Roussy Cancer Campus, 94805 Villejuif, France
| | - Michele Bottosso
- INSERM Unit U981, Gustave Roussy Cancer Campus, 94805 Villejuif, France
- Department of Surgery, Oncology and Gastroenterology, University of Padova, 35122 Padova, Italy
| | - Sofia Hervais
- INSERM Unit U981, Gustave Roussy Cancer Campus, 94805 Villejuif, France
| | - Barbara Pistilli
- Medical Oncology Department, Gustave Roussy Cancer Campus, 94800 Villejuif, France
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