1
|
Kmiec D, Kirchhoff F. Antiviral factors and their counteraction by HIV-1: many uncovered and more to be discovered. J Mol Cell Biol 2024; 16:mjae005. [PMID: 38318650 PMCID: PMC11334937 DOI: 10.1093/jmcb/mjae005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 12/13/2023] [Accepted: 02/04/2024] [Indexed: 02/07/2024] Open
Abstract
Extensive studies on HIV-1 have led to the discovery of a variety of structurally and functionally diverse innate defense factors that target various steps of the retroviral replication cycle. Some of them, such as APOBEC3, tetherin, and SERINC5, are well established. Their importance is evident from the fact that HIV-1 uses its accessory proteins Vif, Vpu, and Nef to counteract them. However, the list of antiviral factors is constantly increasing, and accumulating evidence suggests that innate defense mechanisms, which restrict HIV-1 and/or are counteracted by viral proteins, remain to be discovered. These antiviral factors are relevant to diseases other than HIV/AIDS, since they are commonly active against various viral pathogens. In this review, we provide an overview of recently reported antiretroviral factors and viral countermeasures, present the evidence suggesting that more innate defense mechanisms remain to be discovered, and discuss why this is a challenging but rewarding task.
Collapse
Affiliation(s)
- Dorota Kmiec
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | - Frank Kirchhoff
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| |
Collapse
|
2
|
Ye B, Hongting G, Zhuang W, Chen C, Yi S, Tang X, Jiang A, Zhong Y. Deciphering lung adenocarcinoma prognosis and immunotherapy response through an AI-driven stemness-related gene signature. J Cell Mol Med 2024; 28:e18564. [PMID: 39046884 PMCID: PMC11268368 DOI: 10.1111/jcmm.18564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 06/03/2024] [Accepted: 06/27/2024] [Indexed: 07/27/2024] Open
Abstract
Lung adenocarcinoma (LUAD) is a leading cause of cancer-related deaths, and improving prognostic accuracy is vital for personalised treatment approaches, especially in the context of immunotherapy. In this study, we constructed an artificial intelligence (AI)-driven stemness-related gene signature (SRS) that deciphered LUAD prognosis and immunotherapy response. CytoTRACE analysis of single-cell RNA sequencing data identified genes associated with stemness in LUAD epithelial cells. An AI network integrating traditional regression, machine learning, and deep learning algorithms constructed the SRS based on genes associated with stemness. Subsequently, we conducted a comprehensive exploration of the connection between SRS and both intrinsic and extrinsic immune environments using multi-omics data. Experimental validation through siRNA knockdown in LUAD cell lines, followed by assessments of proliferation, migration, and invasion, confirmed the functional role of CKS1B, a top SRS gene. The SRS demonstrated high precision in predicting LUAD prognosis and likelihood of benefiting from immunotherapy. High-risk groups classified by the SRS exhibited decreased immunogenicity and reduced immune cell infiltration, indicating challenges for immunotherapy. Conversely, in vitro experiments revealed CKS1B knockdown significantly impaired aggressive cancer phenotypes like proliferation, migration, and invasion of LUAD cells, highlighting its pivotal role. These results underscore a close association between stemness and tumour immunity, offering predictive insights into the immune landscape and immunotherapy responses in LUAD. The newly established SRS holds promise as a valuable tool for selecting LUAD populations likely to benefit from future clinical stratification efforts.
Collapse
Affiliation(s)
- Bicheng Ye
- School of Clinical MedicineYangzhou Polytechnic CollegeYangzhouChina
| | - Ge Hongting
- Department of Respiratory and Critical Care MedicineHuai'an Hospital Affiliated to Yangzhou University (The Fifth People's Hospital of Huai'an)Huai'anChina
| | - Wen Zhuang
- Huai'an Second People's Hospital Affiliated to Xuzhou Medical UniversityHuai'anJiangsuChina
| | - Cheng Chen
- School of Clinical MedicineYangzhou Polytechnic CollegeYangzhouChina
| | - Shulin Yi
- School of Clinical MedicineYangzhou Polytechnic CollegeYangzhouChina
| | - Xinyan Tang
- Department of NursingJiangsu Vocational College of MedicineYanchengChina
| | - Aimin Jiang
- Department of Urology, Changhai HospitalNaval Medical University (Second Military Medical University)ShanghaiChina
| | - Yating Zhong
- Department of OncologyShuyang County Hospital of Traditional Chinese MedicineSuqianChina
| |
Collapse
|
3
|
Shen J, Xu X, Fan J, Chen H, Zhao Y, Huang W, Liu W, Zhang Z, Cui Q, Li Q, Niu Z, Jiang D, Cao G. APOBEC3-related mutations in the spike protein-encoding region facilitate SARS-CoV-2 evolution. Heliyon 2024; 10:e32139. [PMID: 38868014 PMCID: PMC11168432 DOI: 10.1016/j.heliyon.2024.e32139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 05/28/2024] [Accepted: 05/29/2024] [Indexed: 06/14/2024] Open
Abstract
SARS-CoV-2 evolves gradually to cause COVID-19 epidemic. One of driving forces of SARS-CoV-2 evolution might be activation of apolipoprotein B mRNA editing catalytic subunit-like protein 3 (APOBEC3) by inflammatory factors. Here, we aimed to elucidate the effect of the APOBEC3-related viral mutations on the infectivity and immune evasion of SARS-CoV-2. The APOBEC3-related C > U mutations ranked as the second most common mutation types in the SARS-CoV-2 genome. mRNA expression of APOBEC3A (A3A), APOBEC3B (A3B), and APOBEC3G (A3G) in peripheral blood cells increased with disease severity. A3B, a critical member of the APOBEC3 family, was significantly upregulated in both severe and moderate COVID-19 patients and positively associated with neutrophil proportion and COVID-19 severity. We identified USP18 protein, a key molecule centralizing the protein-protein interaction network of key APOBEC3 proteins. Furthermore, mRNA expression of USP18 was significantly correlated to ACE2 and TMPRSS2 expression in the tissue of upper airways. Knockdown of USP18 mRNA significantly decreased A3B expression. Ectopic expression of A3B gene increased SARS-CoV-2 infectivity. C > U mutations at S371F, S373L, and S375F significantly conferred with the immune escape of SARS-CoV-2. Thus, APOBEC3, whose expression are upregulated by inflammatory factors, might promote SARS-CoV-2 evolution and spread via upregulating USP18 level and facilitating the immune escape. A3B and USP18 might be therapeutic targets for interfering with SARS-CoV-2 evolution.
Collapse
Affiliation(s)
- Jiaying Shen
- Tongji University School of Medicine, Tongji University, Shanghai 200120, China
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
| | - Xinxin Xu
- Department of Gynecology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, 200092, China
| | - Junyan Fan
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
- Department of Epidemiology, Second Military Medical University, Shanghai, China
| | - Hongsen Chen
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
- Department of Epidemiology, Second Military Medical University, Shanghai, China
| | - Yue Zhao
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
- Department of Epidemiology, Second Military Medical University, Shanghai, China
| | - Weijin Huang
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC), WHO Collaborating Center for Standardization and Evaluation of Biologicals, NHC Key Laboratory of Research on Quality and Standardization of Biotech Products and NMPA Key Laboratory for Quality Research and Evaluation of Biological Products, 102629 Beijing, China
| | - Wenbin Liu
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
- Department of Epidemiology, Second Military Medical University, Shanghai, China
| | - Zihan Zhang
- Tongji University School of Medicine, Tongji University, Shanghai 200120, China
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
| | - Qianqian Cui
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC), WHO Collaborating Center for Standardization and Evaluation of Biologicals, NHC Key Laboratory of Research on Quality and Standardization of Biotech Products and NMPA Key Laboratory for Quality Research and Evaluation of Biological Products, 102629 Beijing, China
| | - Qianqian Li
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC), WHO Collaborating Center for Standardization and Evaluation of Biologicals, NHC Key Laboratory of Research on Quality and Standardization of Biotech Products and NMPA Key Laboratory for Quality Research and Evaluation of Biological Products, 102629 Beijing, China
| | - Zheyun Niu
- Tongji University School of Medicine, Tongji University, Shanghai 200120, China
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
| | - Dongming Jiang
- Tongji University School of Medicine, Tongji University, Shanghai 200120, China
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
| | - Guangwen Cao
- Tongji University School of Medicine, Tongji University, Shanghai 200120, China
- Key Laboratory of Biological Defense, Ministry of Education, China
- Shanghai Key Laboratory of Medical Bioprotection, China
- Department of Epidemiology, Second Military Medical University, Shanghai, China
| |
Collapse
|
4
|
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.
Collapse
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
| |
Collapse
|
5
|
Liu YT, Meng XY. The underexplored role of APOBEC3 enzymes in autoimmune diseases. Rheumatology (Oxford) 2024; 63:e166-e167. [PMID: 38060252 DOI: 10.1093/rheumatology/kead663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 11/29/2023] [Indexed: 12/08/2023] Open
Affiliation(s)
- Yi-Tong Liu
- Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Minzu University, Enshi, China
- Health Science Center, Hubei Minzu University, Enshi, China
| | - Xiang-Yu Meng
- Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Minzu University, Enshi, China
- Health Science Center, Hubei Minzu University, Enshi, China
| |
Collapse
|
6
|
Kwon HJ, Lee S, Han YB, Lee J, Kwon S, Kim H, Chung JH. Genomic Landscape of Pulmonary Sarcomatoid Carcinoma. Cancer Res Treat 2024; 56:442-454. [PMID: 37973906 PMCID: PMC11016656 DOI: 10.4143/crt.2023.764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 11/13/2023] [Indexed: 11/19/2023] Open
Abstract
PURPOSE Pulmonary sarcomatoid carcinoma (PSC) is a rare aggressive subtype of non-small cell lung cancer (NSCLC) with limited therapeutic strategies. We attempted to elucidate the evolutionary trajectories of PSC using multiregional and longitudinal tumor samples. MATERIALS AND METHODS A total of 31 patients were enrolled in this study and 11 longitudinal samples were available from them. Using whole exome sequencing data, we analyzed the mutational signatures in both carcinomatous and sarcomatous areas in primary tumors of the 31 patients and longitudinal samples obtained from 11 patients. Furthermore, digital droplet polymerase chain reaction (ddPCR), and programmed death-ligand 1 (PD-L1) immunohistochemistry using the Ventana SP263 assay were performed. RESULTS TP53 was identified as the most frequently altered gene in the primary (74%) and metastatic (73%) samples. MET exon 14 skipping mutations, confirmed by ddPCR, and TP53 mutations were mutually exclusive; whereas, MET exon 14 skipping mutations frequently co-occurred with MDM2 amplification. Metastatic tumors showed dissimilar genetic profiles from either primary component. During metastasis, the signatures of APOBEC decreased in metastatic lesions compared with that in primary lesions. PSC showed higher MET and KEAP1 mutations and stronger PD-L1 protein expression compared with that recorded in other NSCLCs. CONCLUSION Decreased APOBEC signatures and subclonal diversity were detected during malignant progression in PSC. Frequent MET mutations and strong PD-L1 expression distinguished PSC from other NSCLCs. The aggressiveness and therapeutic difficulties of PSC were possibly attributable to profound intratumoral and intertumoral genetic diversity. Next-generation sequencing could suggest the appropriate treatment strategy for PSC.
Collapse
Affiliation(s)
- Hyun Jung Kwon
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Sejoon Lee
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Yeon Bi Han
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Jeonghyo Lee
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Soohyeon Kwon
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Hyojin Kim
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Jin-Haeng Chung
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Artificial Intelligence Institute of Seoul National University, Seoul, Korea
- Genomic Medicine Institute, Seoul National University Medical Research Center, Seoul, Korea
| |
Collapse
|
7
|
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.
Collapse
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.
| |
Collapse
|
8
|
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: 0] [Impact Index Per Article: 0] [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.
Collapse
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
| |
Collapse
|
9
|
Harjes S, Kurup HM, Rieffer AE, Bayarjargal M, Filitcheva J, Su Y, Hale TK, Filichev VV, Harjes E, Harris RS, Jameson GB. Structure-guided inhibition of the cancer DNA-mutating enzyme APOBEC3A. Nat Commun 2023; 14:6382. [PMID: 37821454 PMCID: PMC10567711 DOI: 10.1038/s41467-023-42174-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: 03/07/2023] [Accepted: 09/28/2023] [Indexed: 10/13/2023] Open
Abstract
The normally antiviral enzyme APOBEC3A is an endogenous mutagen in human cancer. Its single-stranded DNA C-to-U editing activity results in multiple mutagenic outcomes including signature single-base substitution mutations (isolated and clustered), DNA breakage, and larger-scale chromosomal aberrations. APOBEC3A inhibitors may therefore comprise a unique class of anti-cancer agents that work by blocking mutagenesis, slowing tumor evolvability, and preventing detrimental outcomes such as drug resistance and metastasis. Here we reveal the structural basis of competitive inhibition of wildtype APOBEC3A by hairpin DNA bearing 2'-deoxy-5-fluorozebularine in place of the cytidine in the TC substrate motif that is part of a 3-nucleotide loop. In addition, the structural basis of APOBEC3A's preference for YTCD motifs (Y = T, C; D = A, G, T) is explained. The nuclease-resistant phosphorothioated derivatives of these inhibitors have nanomolar potency in vitro and block APOBEC3A activity in human cells. These inhibitors may be useful probes for studying APOBEC3A activity in cellular systems and leading toward, potentially as conjuvants, next-generation, combinatorial anti-mutator and anti-cancer therapies.
Collapse
Affiliation(s)
- Stefan Harjes
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
| | | | - Amanda E Rieffer
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota-Twin Cities, Minneapolis, MN, USA
| | - Maitsetseg Bayarjargal
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Jana Filitcheva
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
| | - Yongdong Su
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
- Department of Pediatrics, Emory University School of Medicine, and the Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Tracy K Hale
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
| | - Vyacheslav V Filichev
- School of Natural Sciences, Massey University, Palmerston North, New Zealand.
- Maurice Wilkins Centre for Molecular Biodiscovery, University of Auckland, Auckland, New Zealand.
| | - Elena Harjes
- School of Natural Sciences, Massey University, Palmerston North, New Zealand.
- Maurice Wilkins Centre for Molecular Biodiscovery, University of Auckland, Auckland, New Zealand.
| | - 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.
| | - Geoffrey B Jameson
- School of Natural Sciences, Massey University, Palmerston North, New Zealand.
- Maurice Wilkins Centre for Molecular Biodiscovery, University of Auckland, Auckland, New Zealand.
| |
Collapse
|
10
|
McCann JL, Cristini A, Law EK, Lee SY, Tellier M, Carpenter MA, Beghè C, Kim JJ, Sanchez A, Jarvis MC, Stefanovska B, Temiz NA, Bergstrom EN, Salamango DJ, Brown MR, Murphy S, Alexandrov LB, Miller KM, Gromak N, Harris RS. APOBEC3B regulates R-loops and promotes transcription-associated mutagenesis in cancer. Nat Genet 2023; 55:1721-1734. [PMID: 37735199 PMCID: PMC10562255 DOI: 10.1038/s41588-023-01504-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: 07/12/2020] [Accepted: 08/17/2023] [Indexed: 09/23/2023]
Abstract
The single-stranded DNA cytosine-to-uracil deaminase APOBEC3B is an antiviral protein implicated in cancer. However, its substrates in cells are not fully delineated. Here APOBEC3B proteomics reveal interactions with a surprising number of R-loop factors. Biochemical experiments show APOBEC3B binding to R-loops in cells and in vitro. Genetic experiments demonstrate R-loop increases in cells lacking APOBEC3B and decreases in cells overexpressing APOBEC3B. Genome-wide analyses show major changes in the overall landscape of physiological and stimulus-induced R-loops with thousands of differentially altered regions, as well as binding of APOBEC3B to many of these sites. APOBEC3 mutagenesis impacts genes overexpressed in tumors and splice factor mutant tumors preferentially, and APOBEC3-attributed kataegis are enriched in RTCW motifs consistent with APOBEC3B deamination. Taken together with the fact that APOBEC3B binds single-stranded DNA and RNA and preferentially deaminates DNA, these results support a mechanism in which APOBEC3B regulates R-loops and contributes to R-loop mutagenesis in cancer.
Collapse
Affiliation(s)
- Jennifer L McCann
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Agnese Cristini
- Sir William Dunn School of Pathology, University of Oxford, Oxford, UK
| | - Emily K Law
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Seo Yun Lee
- Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA
- Department of Life Science and Multidisciplinary Genome Institute, Hallym University, Chuncheon, Republic of Korea
| | - Michael Tellier
- Sir William Dunn School of Pathology, University of Oxford, Oxford, UK
- Department of Molecular and Cell Biology, University of Leicester, Leicester, UK
| | - Michael A Carpenter
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
- Biochemistry and Structural Biology Department, University of Texas Health San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Chiara Beghè
- Sir William Dunn School of Pathology, University of Oxford, Oxford, UK
| | - Jae Jin Kim
- Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA
- Department of Life Science and Multidisciplinary Genome Institute, Hallym University, Chuncheon, Republic of Korea
| | - Anthony Sanchez
- Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA
| | - Matthew C Jarvis
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Bojana Stefanovska
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
- Biochemistry and Structural Biology Department, University of Texas Health San Antonio, San Antonio, TX, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Nuri A Temiz
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
| | - Erik N Bergstrom
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | - Daniel J Salamango
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Margaret R Brown
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Shona Murphy
- Sir William Dunn School of Pathology, University of Oxford, Oxford, UK
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | - Kyle M Miller
- Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA.
- Livestrong Cancer Institutes, Dell Medical School, University of Texas at Austin, Austin, TX, USA.
| | - Natalia Gromak
- Sir William Dunn School of Pathology, University of Oxford, Oxford, UK.
| | - Reuben S Harris
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN, USA.
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA.
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA.
- Biochemistry and Structural Biology Department, University of Texas Health San Antonio, San Antonio, TX, USA.
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX, USA.
| |
Collapse
|
11
|
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: 0] [Impact Index Per Article: 0] [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.
Collapse
|
12
|
Sadee W, Wang D, Hartmann K, Toland AE. Pharmacogenomics: Driving Personalized Medicine. Pharmacol Rev 2023; 75:789-814. [PMID: 36927888 PMCID: PMC10289244 DOI: 10.1124/pharmrev.122.000810] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 03/09/2023] [Accepted: 03/10/2023] [Indexed: 03/18/2023] Open
Abstract
Personalized medicine tailors therapies, disease prevention, and health maintenance to the individual, with pharmacogenomics serving as a key tool to improve outcomes and prevent adverse effects. Advances in genomics have transformed pharmacogenetics, traditionally focused on single gene-drug pairs, into pharmacogenomics, encompassing all "-omics" fields (e.g., proteomics, transcriptomics, metabolomics, and metagenomics). This review summarizes basic genomics principles relevant to translation into therapies, assessing pharmacogenomics' central role in converging diverse elements of personalized medicine. We discuss genetic variations in pharmacogenes (drug-metabolizing enzymes, drug transporters, and receptors), their clinical relevance as biomarkers, and the legacy of decades of research in pharmacogenetics. All types of therapies, including proteins, nucleic acids, viruses, cells, genes, and irradiation, can benefit from genomics, expanding the role of pharmacogenomics across medicine. Food and Drug Administration approvals of personalized therapeutics involving biomarkers increase rapidly, demonstrating the growing impact of pharmacogenomics. A beacon for all therapeutic approaches, molecularly targeted cancer therapies highlight trends in drug discovery and clinical applications. To account for human complexity, multicomponent biomarker panels encompassing genetic, personal, and environmental factors can guide diagnosis and therapies, increasingly involving artificial intelligence to cope with extreme data complexities. However, clinical application encounters substantial hurdles, such as unknown validity across ethnic groups, underlying bias in health care, and real-world validation. This review address the underlying science and technologies germane to pharmacogenomics and personalized medicine, integrated with economic, ethical, and regulatory issues, providing insights into the current status and future direction of health care. SIGNIFICANCE STATEMENT: Personalized medicine aims to optimize health care for the individual patients with use of predictive biomarkers to improve outcomes and prevent adverse effects. Pharmacogenomics drives biomarker discovery and guides the development of targeted therapeutics. This review addresses basic principles and current trends in pharmacogenomics, with large-scale data repositories accelerating medical advances. The impact of pharmacogenomics is discussed, along with hurdles impeding broad clinical implementation, in the context of clinical care, ethics, economics, and regulatory affairs.
Collapse
Affiliation(s)
- Wolfgang Sadee
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, Columbus Ohio (W.S., A.E.T.); Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, Florida (D.W.); Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania (K.H.); Department of Bioengineering and Therapeutic Sciences, Schools of Pharmacy and Medicine, University of California San Francisco, San Francisco, California (W.S.); and Aether Therapeutics, Austin, Texas (W.S.)
| | - Danxin Wang
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, Columbus Ohio (W.S., A.E.T.); Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, Florida (D.W.); Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania (K.H.); Department of Bioengineering and Therapeutic Sciences, Schools of Pharmacy and Medicine, University of California San Francisco, San Francisco, California (W.S.); and Aether Therapeutics, Austin, Texas (W.S.)
| | - Katherine Hartmann
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, Columbus Ohio (W.S., A.E.T.); Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, Florida (D.W.); Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania (K.H.); Department of Bioengineering and Therapeutic Sciences, Schools of Pharmacy and Medicine, University of California San Francisco, San Francisco, California (W.S.); and Aether Therapeutics, Austin, Texas (W.S.)
| | - Amanda Ewart Toland
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, Columbus Ohio (W.S., A.E.T.); Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, Florida (D.W.); Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania (K.H.); Department of Bioengineering and Therapeutic Sciences, Schools of Pharmacy and Medicine, University of California San Francisco, San Francisco, California (W.S.); and Aether Therapeutics, Austin, Texas (W.S.)
| |
Collapse
|
13
|
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: 2.0] [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.
Collapse
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
| |
Collapse
|
14
|
Yang J, Xiang T, Zhu S, Lao Y, Wang Y, Liu T, Li K, Ma Y, Zhong C, Zhang S, Tan W, Lin D, Wu C. Comprehensive Analyses Reveal Effects on Tumor Immune Infiltration and Immunotherapy Response of APOBEC Mutagenesis and Its Molecular Mechanisms in Esophageal Squamous Cell Carcinoma. Int J Biol Sci 2023; 19:2551-2571. [PMID: 37215984 PMCID: PMC10197887 DOI: 10.7150/ijbs.83824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 04/25/2023] [Indexed: 05/24/2023] Open
Abstract
The apolipoprotein B mRNA editing enzyme catalytic polypeptide (APOBEC) mutagenesis is prevalent in esophageal squamous cell carcinoma (ESCC). However, the functional role of APOBEC mutagenesis has yet to be fully delineated. To address this, we collect matched multi-omics data of 169 ESCC patients and evaluate characteristics of immune infiltration using multiple bioinformatic approaches based on bulk and single-cell RNA sequencing (scRNA-seq) data and verified by functional assays. We find that APOBEC mutagenesis prolongs overall survival (OS) of ESCC patients. The reason for this outcome is probably due to high anti-tumor immune infiltration, immune checkpoints expression and immune related pathway enrichment, such as interferon (IFN) signaling, innate and adaptive immune system. The elevated AOBEC3A (A3A) activity paramountly contributes to the footprints of APOBEC mutagenesis and is first discovered to be transactivated by FOSL1. Mechanistically, upregulated A3A exacerbates cytosolic double-stranded DNA (dsDNA) accumulation, thus stimulating cGAS-STING pathway. Simultaneously, A3A is associated with immunotherapy response which is predicted by TIDE algorithm, validated in a clinical cohort and further confirmed in mouse models. These findings systematically elucidate the clinical relevance, immunological characteristics, prognostic value for immunotherapy and underlying mechanisms of APOBEC mutagenesis in ESCC, which demonstrate great potential in clinical utility to facilitate clinical decisions.
Collapse
Affiliation(s)
- Jie Yang
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Tao Xiang
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Shihao Zhu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yueqiong Lao
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yuqian Wang
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Tianyuan Liu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Kai Li
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yuling Ma
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Ce Zhong
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Shaosen Zhang
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Wen Tan
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Dongxin Lin
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
- Key Laboratory of Cancer Genomic Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing 211166, China
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou 510060, China
| | - Chen Wu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
- Key Laboratory of Cancer Genomic Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing 211166, China
- CAMS Oxford Institute, Chinese Academy of Medical Sciences, Beijing 100006, China
| |
Collapse
|
15
|
Dudley JP. APOBECs: Our fickle friends? PLoS Pathog 2023; 19:e1011364. [PMID: 37200235 DOI: 10.1371/journal.ppat.1011364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2023] Open
Affiliation(s)
- Jaquelin P Dudley
- Department of Molecular Biosciences and LaMontagne Center for Infectious Disease, The University of Texas at Austin, Austin, Texas, United States of America
| |
Collapse
|
16
|
Jones KM, Shehata M, Carpenter MA, Amaro RE, Harki DA. APOBEC3A Catalytic Inactivity Mutation Induces Tertiary Structure Destabilization. ACS Med Chem Lett 2023; 14:338-343. [PMID: 36923917 PMCID: PMC10009786 DOI: 10.1021/acsmedchemlett.2c00517] [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: 12/09/2022] [Accepted: 02/03/2023] [Indexed: 02/16/2023] Open
Abstract
APOBEC3A (A3A)-catalyzed DNA cytosine deamination is implicated in virus and cancer mutagenesis, and A3A is a target for small molecule drug discovery. The catalytic glutamic acid (E72) is frequently mutated in biochemical studies to characterize deamination-dependent versus deamination-independent A3A functions. Additionally, catalytically active A3A is toxic in bacterial expression systems, which adversely affects yield during recombinant A3A expression. Here, we demonstrate that mutating the catalytic glutamic acid to an isosteric glutamine (E72Q) significantly decreases the thermal stability of the protein, compared to the alanine-inactivating mutation (E72A). Differential scanning fluorimetry and mass spectrometry reveal that A3A E72Q is less thermally stable than A3A E72A or wild-type A3A. Strikingly, A3A E72Q is partially denatured at 37 °C and binds single-stranded DNA with significantly poorer affinity compared to A3A E72A. This study constitutes an important cautionary note on A3A protein design and informs that A3A E72A is the preferred catalytic inactivation mutation for most applications.
Collapse
Affiliation(s)
- Katherine
F. M. Jones
- Department
of Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Mohamed Shehata
- Department
of Chemistry and Biochemistry, University
of California − San Diego, La Jolla, California 92093, United States
| | - Michael A. Carpenter
- Department
of Biochemistry & Structural Biology, University of Texas Health Science Center San Antonio, San Antonio, Texas 78229, United States
| | - Rommie E. Amaro
- Department
of Chemistry and Biochemistry, University
of California − San Diego, La Jolla, California 92093, United States
| | - Daniel A. Harki
- Department
of Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
- Department
of Medicinal Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
| |
Collapse
|
17
|
Silva R, Glennon K, Metoudi M, Moran B, Salta S, Slattery K, Treacy A, Martin T, Shaw J, Doran P, Lynch L, Jeronimo C, Perry AS, Brennan DJ. Unveiling the epigenomic mechanisms of acquired platinum-resistance in high-grade serous ovarian cancer. Int J Cancer 2023; 153:120-132. [PMID: 36883413 DOI: 10.1002/ijc.34496] [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: 08/30/2022] [Revised: 01/19/2023] [Accepted: 02/17/2023] [Indexed: 03/09/2023]
Abstract
Resistance to platinum-based chemotherapy is the major cause of death from high-grade serous ovarian cancer (HGSOC). We hypothesise that detection of specific DNA methylation changes may predict platinum resistance in HGSOC. Using a publicly available "discovery" dataset we examined epigenomic and transcriptomic alterations between primary platinum-sensitive (n = 32) and recurrent acquired drug resistant HGSOC (n = 28) and identified several genes involved in immune and chemoresistance-related pathways. Validation via high-resolution melt analysis of these findings, in cell lines and HGSOC tumours, demonstrated the most consistent changes were observed in three of the genes: APOBEC3A, NKAPL and PDCD1. Plasma samples from an independent HGSOC cohort (n = 17) were analysed using droplet digital PCR. Hypermethylation of NKAPL was detected in 46% and hypomethylation of APOBEC3A in 69% of plasma samples taken from women with relapsed HGSOC (n = 13), with no alterations identified in disease-free patients (n = 4). Following these results, and using a CRISPR-Cas9 approach, we were also able to demonstrate that in vitro NKAPL promoter demethylation increased platinum sensitivity by 15%. Overall, this study demonstrates the importance of aberrant methylation, especially of the NKAPL gene, in acquired platinum resistance in HGSOC.
Collapse
Affiliation(s)
- Romina Silva
- Cancer Biology and Therapeutics Laboratory, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Kate Glennon
- UCD Gynaecological Oncology Group, UCD School of Medicine Mater Misericordiae University Hospital, Dublin, Ireland
| | - Michael Metoudi
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
| | - Bruce Moran
- Department of Pathology, St Vincent's University Hospital, Dublin, Ireland
| | - Sofia Salta
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto /Porto Comprehensive Cancer Centre (Porto.CCC), Porto, Portugal
| | - Karen Slattery
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Ann Treacy
- Department of Pathology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Terri Martin
- Clinical Research Centre, UCD School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Jacqui Shaw
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - Peter Doran
- Clinical Research Centre, UCD School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Lydia Lynch
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Trinity Biomedical Science Institute, Trinity College Dublin, Dublin, Ireland
| | - Carmen Jeronimo
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto /Porto Comprehensive Cancer Centre (Porto.CCC), Porto, Portugal
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Porto, Portugal
| | - Antoinette S Perry
- Cancer Biology and Therapeutics Laboratory, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Donal J Brennan
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
- UCD Gynaecological Oncology Group, UCD School of Medicine Mater Misericordiae University Hospital, Dublin, Ireland
| |
Collapse
|
18
|
Amgalan B, Wojtowicz D, Kim YA, Przytycka TM. Influence network model uncovers relations between biological processes and mutational signatures. Genome Med 2023; 15:15. [PMID: 36879282 PMCID: PMC9987115 DOI: 10.1186/s13073-023-01162-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 02/08/2023] [Indexed: 03/08/2023] Open
Abstract
BACKGROUND There has been a growing appreciation recently that mutagenic processes can be studied through the lenses of mutational signatures, which represent characteristic mutation patterns attributed to individual mutagens. However, the causal links between mutagens and observed mutation patterns as well as other types of interactions between mutagenic processes and molecular pathways are not fully understood, limiting the utility of mutational signatures. METHODS To gain insights into these relationships, we developed a network-based method, named GENESIGNET that constructs an influence network among genes and mutational signatures. The approach leverages sparse partial correlation among other statistical techniques to uncover dominant influence relations between the activities of network nodes. RESULTS Applying GENESIGNET to cancer data sets, we uncovered important relations between mutational signatures and several cellular processes that can shed light on cancer-related processes. Our results are consistent with previous findings, such as the impact of homologous recombination deficiency on clustered APOBEC mutations in breast cancer. The network identified by GENESIGNET also suggest an interaction between APOBEC hypermutation and activation of regulatory T Cells (Tregs), as well as a relation between APOBEC mutations and changes in DNA conformation. GENESIGNET also exposed a possible link between the SBS8 signature of unknown etiology and the Nucleotide Excision Repair (NER) pathway. CONCLUSIONS GENESIGNET provides a new and powerful method to reveal the relation between mutational signatures and gene expression. The GENESIGNET method was implemented in python, and installable package, source codes and the data sets used for and generated during this study are available at the Github site https://github.com/ncbi/GeneSigNet.
Collapse
Affiliation(s)
- Bayarbaatar Amgalan
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, 20894, Bethesda, USA
| | - Damian Wojtowicz
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, 20894, Bethesda, USA.,Current address: Faculty of Mathematics, Informatics, and Mechanics, University of Warsaw, ul. Banacha 2, 02-097, Warszawa, Poland
| | - Yoo-Ah Kim
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, 20894, Bethesda, USA
| | - Teresa M Przytycka
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, 20894, Bethesda, USA.
| |
Collapse
|
19
|
Foy SP, Jacoby K, Bota DA, Hunter T, Pan Z, Stawiski E, Ma Y, Lu W, Peng S, Wang CL, Yuen B, Dalmas O, Heeringa K, Sennino B, Conroy A, Bethune MT, Mende I, White W, Kukreja M, Gunturu S, Humphrey E, Hussaini A, An D, Litterman AJ, Quach BB, Ng AHC, Lu Y, Smith C, Campbell KM, Anaya D, Skrdlant L, Huang EYH, Mendoza V, Mathur J, Dengler L, Purandare B, Moot R, Yi MC, Funke R, Sibley A, Stallings-Schmitt T, Oh DY, Chmielowski B, Abedi M, Yuan Y, Sosman JA, Lee SM, Schoenfeld AJ, Baltimore D, Heath JR, Franzusoff A, Ribas A, Rao AV, Mandl SJ. Non-viral precision T cell receptor replacement for personalized cell therapy. Nature 2023; 615:687-696. [PMID: 36356599 PMCID: PMC9768791 DOI: 10.1038/s41586-022-05531-1] [Citation(s) in RCA: 112] [Impact Index Per Article: 112.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 11/04/2022] [Indexed: 11/12/2022]
Abstract
T cell receptors (TCRs) enable T cells to specifically recognize mutations in cancer cells1-3. Here we developed a clinical-grade approach based on CRISPR-Cas9 non-viral precision genome-editing to simultaneously knockout the two endogenous TCR genes TRAC (which encodes TCRα) and TRBC (which encodes TCRβ). We also inserted into the TRAC locus two chains of a neoantigen-specific TCR (neoTCR) isolated from circulating T cells of patients. The neoTCRs were isolated using a personalized library of soluble predicted neoantigen-HLA capture reagents. Sixteen patients with different refractory solid cancers received up to three distinct neoTCR transgenic cell products. Each product expressed a patient-specific neoTCR and was administered in a cell-dose-escalation, first-in-human phase I clinical trial ( NCT03970382 ). One patient had grade 1 cytokine release syndrome and one patient had grade 3 encephalitis. All participants had the expected side effects from the lymphodepleting chemotherapy. Five patients had stable disease and the other eleven had disease progression as the best response on the therapy. neoTCR transgenic T cells were detected in tumour biopsy samples after infusion at frequencies higher than the native TCRs before infusion. This study demonstrates the feasibility of isolating and cloning multiple TCRs that recognize mutational neoantigens. Moreover, simultaneous knockout of the endogenous TCR and knock-in of neoTCRs using single-step, non-viral precision genome-editing are achieved. The manufacture of neoTCR engineered T cells at clinical grade, the safety of infusing up to three gene-edited neoTCR T cell products and the ability of the transgenic T cells to traffic to the tumours of patients are also demonstrated.
Collapse
MESH Headings
- Humans
- Antigens, Neoplasm/genetics
- Antigens, Neoplasm/immunology
- Biopsy
- Cell- and Tissue-Based Therapy/adverse effects
- Cell- and Tissue-Based Therapy/methods
- Cytokine Release Syndrome/complications
- Disease Progression
- Encephalitis/complications
- Gene Editing
- Gene Knock-In Techniques
- Gene Knockout Techniques
- Genes, T-Cell Receptor alpha
- Genes, T-Cell Receptor beta
- Mutation
- Neoplasms/complications
- Neoplasms/genetics
- Neoplasms/immunology
- Neoplasms/therapy
- Patient Safety
- Precision Medicine/adverse effects
- Precision Medicine/methods
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/metabolism
- T-Lymphocytes/immunology
- T-Lymphocytes/metabolism
- Transgenes/genetics
- HLA Antigens/immunology
- CRISPR-Cas Systems
Collapse
Affiliation(s)
| | | | - Daniela A Bota
- Department of Neurology and Chao Family Comprehensive Cancer Center, University of California, Irvine, CA, USA
| | | | - Zheng Pan
- PACT Pharma, South San Francisco, CA, USA
| | | | - Yan Ma
- PACT Pharma, South San Francisco, CA, USA
| | - William Lu
- PACT Pharma, South San Francisco, CA, USA
| | | | | | | | | | | | | | | | | | - Ines Mende
- PACT Pharma, South San Francisco, CA, USA
| | | | | | | | | | | | - Duo An
- PACT Pharma, South San Francisco, CA, USA
| | | | | | | | - Yue Lu
- Institute for Systems Biology, Seattle, WA, USA
| | - Chad Smith
- PACT Pharma, South San Francisco, CA, USA
| | - Katie M Campbell
- Department of Medicine, Division of Hematology-Oncology, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | | | | | | | | | | | | | | | | | | | - Roel Funke
- PACT Pharma, South San Francisco, CA, USA
| | | | | | - David Y Oh
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Bartosz Chmielowski
- Department of Medicine, Division of Hematology-Oncology, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center at the University of California, Los Angeles, CA, USA
| | - Mehrdad Abedi
- Division of Hematology/Oncology, Department of Internal Medicine, University of California Davis Comprehensive Cancer Center, Sacramento, CA, USA
| | - Yuan Yuan
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA, USA
| | - Jeffrey A Sosman
- Department of Medicine and Robert H. Lurie Cancer Center, Northwestern University, Evanston, IL, USA
| | - Sylvia M Lee
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Adam J Schoenfeld
- Thoracic Oncology Service, Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY, USA
| | - David Baltimore
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | | | | | - Antoni Ribas
- Department of Medicine, Division of Hematology-Oncology, University of California, Los Angeles (UCLA), Los Angeles, CA, USA.
- Jonsson Comprehensive Cancer Center at the University of California, Los Angeles, CA, USA.
| | | | | |
Collapse
|
20
|
Chameettachal A, Mustafa F, Rizvi TA. Understanding Retroviral Life Cycle and its Genomic RNA Packaging. J Mol Biol 2023; 435:167924. [PMID: 36535429 DOI: 10.1016/j.jmb.2022.167924] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/12/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
Members of the family Retroviridae are important animal and human pathogens. Being obligate parasites, their replication involves a series of steps during which the virus hijacks the cellular machinery. Additionally, many of the steps of retrovirus replication are unique among viruses, including reverse transcription, integration, and specific packaging of their genomic RNA (gRNA) as a dimer. Progress in retrovirology has helped identify several molecular mechanisms involved in each of these steps, but many are still unknown or remain controversial. This review summarizes our present understanding of the molecular mechanisms involved in various stages of retrovirus replication. Furthermore, it provides a comprehensive analysis of our current understanding of how different retroviruses package their gRNA into the assembling virions. RNA packaging in retroviruses holds a special interest because of the uniqueness of packaging a dimeric genome. Dimerization and packaging are highly regulated and interlinked events, critical for the virus to decide whether its unspliced RNA will be packaged as a "genome" or translated into proteins. Finally, some of the outstanding areas of exploration in the field of RNA packaging are highlighted, such as the role of epitranscriptomics, heterogeneity of transcript start sites, and the necessity of functional polyA sequences. An in-depth knowledge of mechanisms that interplay between viral and cellular factors during virus replication is critical in understanding not only the virus life cycle, but also its pathogenesis, and development of new antiretroviral compounds, vaccines, as well as retroviral-based vectors for human gene therapy.
Collapse
Affiliation(s)
- Akhil Chameettachal
- Department of Microbiology & Immunology, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates. https://twitter.com/chameettachal
| | - Farah Mustafa
- Department of Biochemistry, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates; Zayed bin Sultan Center for Health Sciences (ZCHS), United Arab Emirates University, Al Ain, United Arab Emirates.
| | - Tahir A Rizvi
- Department of Microbiology & Immunology, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates; Zayed bin Sultan Center for Health Sciences (ZCHS), United Arab Emirates University, Al Ain, United Arab Emirates.
| |
Collapse
|
21
|
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: 1.0] [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.
Collapse
|
22
|
Fokam J, Ngoufack Jagni Semengue E, Molimbou E, Etame NK, Santoro MM, Takou D, Mossiang L, Meledie AP, Chenwi CA, Yagai B, Nka AD, Dambaya B, Teto G, Ka’e AC, Beloumou GA, Ndjeyep SCD, Fainguem N, Abba A, Kengni AMN, Tchouaket MCT, Bouba NP, Billong SC, Djubgang R, Saounde ET, Sosso SM, Kouanfack C, Bissek ACZK, Eben-Moussi E, Colizzi V, Perno CF, Ceccherini-Silberstein F, Ndjolo A. Evaluation of Circulating and Archived HIV-1 Integrase Drug-Resistance Variants among Patients on Third-Line ART in Cameroon: Implications for Dolutegravir-Containing Regimens in Resource-Limited Settings. Microbiol Spectr 2022; 10:e0342022. [PMID: 36259973 PMCID: PMC9769697 DOI: 10.1128/spectrum.03420-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 09/14/2022] [Indexed: 01/10/2023] Open
Abstract
To ensure the long-term efficacy of dolutegravir (DTG), we evaluated the genotypic profile in viral reservoirs among patients on third-line (3L) antiretroviral therapy (ART) in Cameroon, according to prior exposure to raltegravir (RAL). A facility-based study was conducted from May through December 2021 among patients on 3L ART from HIV treatment centers in Yaoundé and Douala. Viral load was measured, and genotyping was performed on plasma RNA and proviral DNA. HIV-1 drug resistance mutations were interpreted using HIVdb.v9.1 and phylogeny analysis was performed using MEGA.v7, with P < 0.05 considered significant. Of the 12,093 patients on ART, 53 fully met our inclusion criteria. The median (IQR) age was 51 years (40 to 55 years), and the male/female ratio was 4/5. The median duration on integrase strand-transfer inhibitors (INSTI)-containing regimens was 18 months (12 to 32 months), and 15.09% (8/53) were exposed to RAL. The most administered 3L ART was TDF+3TC+DTG+DRV/r (33.96%, 18/53). Only 5.66% (3/53) had unsuppressed viremia (>1000 copies/mL). Resistance testing in proviral DNA was successful for 18/22 participants and revealed 1/18 patients (5.56%, in the RAL-arm) with archived mutations at major resistance positions (G140R and G163R). Five subtypes were identified, CRF02_AG (12/18), CRF22_01AE (3/18), A1 (1/18), G (1/18), and F2 (1/18). In Cameroon, 3L-experienced patients had a good virological response with a low level of archived mutations in the integrase. This finding underscored the use of DTG-containing ART for heavily treated patients in similar programmatic settings. However, patients with prior exposure to RAL should be closely monitored following a stratified or personalized approach to mitigate risks of INSTI-resistance, alongside pharmacovigilance. IMPORTANCE We described the analysis of the genotypes of the population within third-line antiviral therapy in Cameroon, with a focus on defining the effects of prior raltegravir (RAL) treatment and resistance mutations for current dolutegravir (DTG) treatment. While supporting the current transition to DTG-containing ART in resource-limited settings toward the achievement of the UNAIDS' goal of HIV elimination by 2030, our findings suggested that RAL-exposed patients may need a specific monitoring approach either in a stratified or personalized model of third-line ART to ensure the long-term success of DTG-containing regimens.
Collapse
Affiliation(s)
- Joseph Fokam
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- Faculty of Health Sciences, University of Buea, Buea, Cameroon
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroun
- National HIV Drug Resistance Working Group, Ministry of Public Health, Yaoundé, Cameroun
| | - Ezechiel Ngoufack Jagni Semengue
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- University of Rome Tor Vergata, Rome, Italy
- Evangelical University of Cameroon, Bandjoun, Cameroon
| | - Evariste Molimbou
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- Evangelical University of Cameroon, Bandjoun, Cameroon
| | - Naomi-Karell Etame
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- School of Health Sciences, Catholic University of Central Africa, Yaoundé, Cameroun
| | | | - Désiré Takou
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
| | | | | | - Collins Ambe Chenwi
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- Mvangan District Hospital, Mvangan, Cameroon
| | - Bouba Yagai
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- University of Rome Tor Vergata, Rome, Italy
| | - Alex Durand Nka
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- University of Rome Tor Vergata, Rome, Italy
- Evangelical University of Cameroon, Bandjoun, Cameroon
| | - Beatrice Dambaya
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
| | - Georges Teto
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
| | - Aude Christelle Ka’e
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- PhD Courses in Microbiology, Immunology, Infectious Diseases and Transplants (MIMIT), University of Rome “Tor Vergata”, Rome, Italy
| | - Grâce Angong Beloumou
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
| | | | - Nadine Fainguem
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- University of Rome Tor Vergata, Rome, Italy
| | - Aissatou Abba
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
| | - Aurelie Minelle Ngueko Kengni
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- School of Health Sciences, Catholic University of Central Africa, Yaoundé, Cameroun
| | - Michel Carlos Tommo Tchouaket
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- School of Health Sciences, Catholic University of Central Africa, Yaoundé, Cameroun
| | - Nounouce Pamen Bouba
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroun
- Directorate for Disease, Epidemic and Pandemic Control, Yaounde, Cameroon
| | - Serge-Clotaire Billong
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroun
- National HIV Drug Resistance Working Group, Ministry of Public Health, Yaoundé, Cameroun
- Central Technical Group, National AIDS Control Committee, Yaoundé, Cameroun
| | - Rina Djubgang
- Directorate of Pharmacy, Drug and Laboratory, Ministry of Public Health, Yaoundé, Cameroun
| | | | - Samuel Martin Sosso
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
| | - Charles Kouanfack
- Yaoundé Central Hospital, Yaoundé, Cameroun
- Faculty of Medicine and Pharmaceutical Sciences, University de Dschang, Dschang, Cameroon
| | - Anne-Cecile Zoung-Kanyi Bissek
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroun
- National HIV Drug Resistance Working Group, Ministry of Public Health, Yaoundé, Cameroun
- Division of Operational Health Research, Ministry of Public Health, Yaoundé, Cameroun
| | - Emmanuel Eben-Moussi
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
| | - Vittorio Colizzi
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- University of Rome Tor Vergata, Rome, Italy
- Evangelical University of Cameroon, Bandjoun, Cameroon
| | - Carlo-Federico Perno
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- Bambino Gesu Pediatric Hospital, Rome, Italy
| | | | - Alexis Ndjolo
- Chantal BIYA International Reference Centre for Research on HIV/AIDS Management and Care, Yaoundé, Cameroun
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroun
| |
Collapse
|
23
|
Moraes SN, Becker JT, Moghadasi SA, Shaban NM, Auerbach AA, Cheng AZ, Harris RS. Evidence linking APOBEC3B genesis and evolution of innate immune antagonism by gamma-herpesvirus ribonucleotide reductases. eLife 2022; 11:83893. [PMID: 36458685 DOI: 10.7554/elife.83893] [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: 10/04/2022] [Accepted: 10/12/2022] [Indexed: 12/04/2022] Open
Abstract
Viruses have evolved diverse mechanisms to antagonize host immunity such as direct inhibition and relocalization of cellular APOBEC3B (A3B) by the ribonucleotide reductase (RNR) of Epstein-Barr virus. Here, we investigate the mechanistic conservation and evolutionary origin of this innate immune counteraction strategy. First, we find that human gamma-herpesvirus RNRs engage A3B via largely distinct surfaces. Second, we show that RNR-mediated enzymatic inhibition and relocalization of A3B depend upon binding to different regions of the catalytic domain. Third, we show that the capability of viral RNRs to antagonize A3B is conserved among gamma-herpesviruses that infect humans and Old World monkeys that encode this enzyme but absent in homologous viruses that infect New World monkeys that naturally lack the A3B gene. Finally, we reconstruct the ancestral primate A3B protein and demonstrate that it is active and similarly engaged by the RNRs from viruses that infect humans and Old World monkeys but not by the RNRs from viruses that infect New World monkeys. These results combine to indicate that the birth of A3B at a critical branchpoint in primate evolution may have been a driving force in selecting for an ancestral gamma-herpesvirus with an expanded RNR functionality through counteraction of this antiviral enzyme.
Collapse
Affiliation(s)
- Sofia N Moraes
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, United States
| | - Jordan T Becker
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, United States
| | - Seyed Arad Moghadasi
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, United States
| | - Nadine M Shaban
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, United States
| | - Ashley A Auerbach
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, United States.,Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, United States
| | - Adam Z Cheng
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, United States
| | - Reuben S Harris
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, United States.,Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, United States.,Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, United States
| |
Collapse
|
24
|
Selenica P, Marra A, Choudhury NJ, Gazzo A, Falcon CJ, Patel J, Pei X, Zhu Y, Ng CKY, Curry M, Heller G, Zhang YK, Berger MF, Ladanyi M, Rudin CM, Chandarlapaty S, Lovly CM, Reis-Filho JS, Yu HA. APOBEC mutagenesis, kataegis, chromothripsis in EGFR-mutant osimertinib-resistant lung adenocarcinomas. Ann Oncol 2022; 33:1284-1295. [PMID: 36089134 PMCID: PMC10360454 DOI: 10.1016/j.annonc.2022.09.151] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 08/02/2022] [Accepted: 09/01/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Studies of targeted therapy resistance in lung cancer have primarily focused on single-gene alterations. Based on prior work implicating apolipoprotein b mRNA-editing enzyme, catalytic polypeptide-like (APOBEC) mutagenesis in histological transformation of epidermal growth factor receptor (EGFR)-mutant lung cancers, we hypothesized that mutational signature analysis may help elucidate acquired resistance to targeted therapies. PATIENTS AND METHODS APOBEC mutational signatures derived from an Food and Drug Administration-cleared multigene panel [Memorial Sloan Kettering Cancer Center Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT)] using the Signature Multivariate Analysis (SigMA) algorithm were validated against the gold standard of mutational signatures derived from whole-exome sequencing. Mutational signatures were decomposed in 3276 unique lung adenocarcinomas (LUADs), including 93 paired osimertinib-naïve and -resistant EGFR-mutant tumors. Associations between APOBEC and mechanisms of resistance to osimertinib were investigated. Whole-genome sequencing was carried out on available EGFR-mutant lung cancer samples (10 paired, 17 unpaired) to investigate large-scale genomic alterations potentially contributing to osimertinib resistance. RESULTS APOBEC mutational signatures were more frequent in receptor tyrosine kinase (RTK)-driven lung cancers (EGFR, ALK, RET, and ROS1; 25%) compared to LUADs at large (20%, P < 0.001); across all subtypes, APOBEC mutational signatures were enriched in subclonal mutations (P < 0.001). In EGFR-mutant lung cancers, osimertinib-resistant samples more frequently displayed an APOBEC-dominant mutational signature compared to osimertinib-naïve samples (28% versus 14%, P = 0.03). Specifically, mutations detected in osimertinib-resistant tumors but not in pre-treatment samples significantly more frequently displayed an APOBEC-dominant mutational signature (44% versus 23%, P < 0.001). EGFR-mutant samples with APOBEC-dominant signatures had enrichment of large-scale genomic rearrangements (P = 0.01) and kataegis (P = 0.03) in areas of APOBEC mutagenesis. CONCLUSIONS APOBEC mutational signatures are frequent in RTK-driven LUADs and increase under the selective pressure of osimertinib in EGFR-mutant lung cancer. APOBEC mutational signature enrichment in subclonal mutations, private mutations acquired after osimertinib treatment, and areas of large-scale genomic rearrangements highlights a potentially fundamental role for APOBEC mutagenesis in the development of resistance to targeted therapies, which may be potentially exploited to overcome such resistance.
Collapse
Affiliation(s)
- P Selenica
- Memorial Sloan Kettering Cancer Center, New York City
| | - A Marra
- Memorial Sloan Kettering Cancer Center, New York City
| | - N J Choudhury
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York City
| | - A Gazzo
- Memorial Sloan Kettering Cancer Center, New York City
| | - C J Falcon
- Druckenmiller Center for Cancer Research, Memorial Sloan Kettering Cancer Center, New York City, USA
| | - J Patel
- Memorial Sloan Kettering Cancer Center, New York City
| | - X Pei
- Memorial Sloan Kettering Cancer Center, New York City
| | - Y Zhu
- Memorial Sloan Kettering Cancer Center, New York City
| | - C K Y Ng
- Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - M Curry
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York City
| | - G Heller
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York City
| | - Y-K Zhang
- Department of Medicine, Division of Hematology and Oncology and Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville
| | - M F Berger
- Memorial Sloan Kettering Cancer Center, New York City; Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York City; Department of Pathology, Molecular Diagnostics Service, Memorial Sloan Kettering Cancer Center, New York City
| | - M Ladanyi
- Department of Pathology, Molecular Diagnostics Service, Memorial Sloan Kettering Cancer Center, New York City
| | - C M Rudin
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York City; Department of Medicine, Weill Cornell Medical College, New York City, USA
| | - S Chandarlapaty
- Memorial Sloan Kettering Cancer Center, New York City; Department of Medicine, Weill Cornell Medical College, New York City, USA
| | - C M Lovly
- Department of Medicine, Division of Hematology and Oncology and Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville
| | | | - H A Yu
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York City; Department of Medicine, Weill Cornell Medical College, New York City, USA.
| |
Collapse
|
25
|
Wong L, Sami A, Chelico L. Competition for DNA binding between the genome protector replication protein A and the genome modifying APOBEC3 single-stranded DNA deaminases. Nucleic Acids Res 2022; 50:12039-12057. [PMID: 36444883 PMCID: PMC9757055 DOI: 10.1093/nar/gkac1121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/21/2022] [Accepted: 11/08/2022] [Indexed: 11/30/2022] Open
Abstract
The human APOBEC family of eleven cytosine deaminases use RNA and single-stranded DNA (ssDNA) as substrates to deaminate cytosine to uracil. This deamination event has roles in lipid metabolism by altering mRNA coding, adaptive immunity by causing evolution of antibody genes, and innate immunity through inactivation of viral genomes. These benefits come at a cost where some family members, primarily from the APOBEC3 subfamily (APOBEC3A-H, excluding E), can cause off-target deaminations of cytosine to form uracil on transiently single-stranded genomic DNA, which induces mutations that are associated with cancer evolution. Since uracil is only promutagenic, the mutations observed in cancer genomes originate only when uracil is not removed by uracil DNA glycosylase (UNG) or when the UNG-induced abasic site is erroneously repaired. However, when ssDNA is present, replication protein A (RPA) binds and protects the DNA from nucleases or recruits DNA repair proteins, such as UNG. Thus, APOBEC enzymes must compete with RPA to access their substrate. Certain APOBEC enzymes can displace RPA, bind and scan ssDNA efficiently to search for cytosines, and can become highly overexpressed in tumor cells. Depending on the DNA replication conditions and DNA structure, RPA can either be in excess or deficient. Here we discuss the interplay between these factors and how despite RPA, multiple cancer genomes have a mutation bias at cytosines indicative of APOBEC activity.
Collapse
Affiliation(s)
- Lai Wong
- University of Saskatchewan, College of Medicine, Department of Biochemistry, Microbiology, and Immunology, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Alina Sami
- University of Saskatchewan, College of Medicine, Department of Biochemistry, Microbiology, and Immunology, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Linda Chelico
- To whom correspondence should be addressed. Tel: +1 306 966 4318; Fax: +1 306 966 4298;
| |
Collapse
|
26
|
Li P, Meng Q, Xue Y, Teng Z, Chen H, Zhang J, Xu Y, Wang S, Yu R, Ou Q, Wu X, Jia B. Comprehensive genomic profiling of colorectal cancer patients reveals differences in mutational landscapes among clinical and pathological subgroups. Front Oncol 2022; 12:1000146. [DOI: 10.3389/fonc.2022.1000146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 10/20/2022] [Indexed: 11/11/2022] Open
Abstract
With the widespread of colonoscopy, colorectal cancer remains to be one of the most detrimental types of cancer. Though there were multiple studies investigating the genomic landscape of colorectal cancer, a comprehensive analysis uncovering the differences between various types of colorectal cancer is still lacking. In our study, we performed genomic analysis on 133 patients with colorectal cancer. Mutated FAT1 and PKHD1 and altered Hippo pathway genes were found to be enriched in early-onset colorectal cancer. APOBEC signature was prevalent in microsatellite stable (MSS) patients and was related to lymph node metastasis. ZNF217 mutations were significantly associated with early-stage colorectal cancer. In all, this study represents a comprehensive genomic analysis uncovering potential molecular mechanisms underneath different subgroups of colorectal cancer thus providing new targets for precision treatment development.
Collapse
|
27
|
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: 21] [Impact Index Per Article: 10.5] [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.
Collapse
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
| |
Collapse
|
28
|
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
| |
Collapse
|
29
|
King CR, Mehle A. Retasking of canonical antiviral factors into proviral effectors. Curr Opin Virol 2022; 56:101271. [PMID: 36242894 PMCID: PMC10090225 DOI: 10.1016/j.coviro.2022.101271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 09/13/2022] [Accepted: 09/15/2022] [Indexed: 11/26/2022]
Abstract
Under constant barrage by viruses, hosts have evolved a plethora of antiviral effectors and defense mechanisms. To survive, viruses must adapt to evade or subvert these defenses while still capturing cellular resources to fuel their replication cycles. Large-scale studies of the antiviral activities of cellular proteins and processes have shown that different viruses are controlled by distinct subsets of antiviral genes. The remaining antiviral genes are either ineffective in controlling infection, or in some cases, actually promote infection. In these cases, classically defined antiviral factors are retasked by viruses to enhance viral replication. This creates a more nuanced picture revealing the contextual nature of antiviral activity. The same protein can exert different effects on replication, depending on multiple factors, including the host, the target cells, and the specific virus infecting it. Here, we review numerous examples of viruses hijacking canonically antiviral proteins and retasking them for proviral purposes.
Collapse
Affiliation(s)
- Cason R King
- Department of Medical Microbiology & Immunology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Andrew Mehle
- Department of Medical Microbiology & Immunology, University of Wisconsin-Madison, Madison, WI 53706, USA.
| |
Collapse
|
30
|
Small-Angle X-ray Scattering (SAXS) Measurements of APOBEC3G Provide Structural Basis for Binding of Single-Stranded DNA and Processivity. Viruses 2022; 14:v14091974. [PMID: 36146779 PMCID: PMC9505750 DOI: 10.3390/v14091974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 08/05/2022] [Accepted: 08/31/2022] [Indexed: 11/17/2022] Open
Abstract
APOBEC3 enzymes are polynucleotide deaminases, converting cytosine to uracil on single-stranded DNA (ssDNA) and RNA as part of the innate immune response against viruses and retrotransposons. APOBEC3G is a two-domain protein that restricts HIV. Although X-ray single-crystal structures of individual catalytic domains of APOBEC3G with ssDNA as well as full-length APOBEC3G have been solved recently, there is little structural information available about ssDNA interaction with the full-length APOBEC3G or any other two-domain APOBEC3. Here, we investigated the solution-state structures of full-length APOBEC3G with and without a 40-mer modified ssDNA by small-angle X-ray scattering (SAXS), using size-exclusion chromatography (SEC) immediately prior to irradiation to effect partial separation of multi-component mixtures. To prevent cytosine deamination, the target 2′-deoxycytidine embedded in 40-mer ssDNA was replaced by 2′-deoxyzebularine, which is known to inhibit APOBEC3A, APOBEC3B and APOBEC3G when incorporated into short ssDNA oligomers. Full-length APOBEC3G without ssDNA comprised multiple multimeric species, of which tetramer was the most scattering species. The structure of the tetramer was elucidated. Dimeric interfaces significantly occlude the DNA-binding interface, whereas the tetrameric interface does not. This explains why dimers completely disappeared, and monomeric protein species became dominant, when ssDNA was added. Data analysis of the monomeric species revealed a full-length APOBEC3G–ssDNA complex that gives insight into the observed “jumping” behavior revealed in studies of enzyme processivity. This solution-state SAXS study provides the first structural model of ssDNA binding both domains of APOBEC3G and provides data to guide further structural and enzymatic work on APOBEC3–ssDNA complexes.
Collapse
|
31
|
Tikhonov AS, Mintaev RR, Glazkova DV, Bogoslovskaya EV, Shipulin GA. HIV Restriction Factor APOBEC3G and Prospects for Its Use in Gene Therapy for HIV. Mol Biol 2022. [DOI: 10.1134/s0026893322040112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
32
|
Pan-Cancer Analysis for Immune Cell Infiltration and Mutational Signatures Using Non-Negative Canonical Correlation Analysis. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12136596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Mutational signatures indicate the mutational processes and substitution patterns in cancer cell genomes. However, the functional consequences of mutational signatures remain unclear, and there have been no comprehensive systematic studies to examine the relationships between the mutational signatures and the immune cell infiltration. Here, the relationship between mutational signatures and immune cell infiltration using non-negative canonical correlation analysis based on 8927 patients across 25 tumor types was investigated. By inspecting mutational signatures with the maximal coefficients determined by the non-negative canonical correlation analysis, the study identified mutational signatures related to immune cell infiltration composed of tumor microenvironments. The analysis was validated by showing that the genes associated with the identified mutational signatures were linked to overall survival by a Kaplan–Meier curve and a log-rank test and were mainly related to immunity by gene set enrichment analysis. These results will help expand our knowledge of tumor biology and recognize the functional roles and associations of immune systems with mutational signatures.
Collapse
|
33
|
Qian Y, Gong Y, Zou X, Liu Y, Chen Y, Wang R, Dai Z, Tasiheng Y, Lin X, Wang X, Luo G, Yu X, Cheng H, Liu C. Aberrant APOBEC3C expression induces characteristic genomic instability in pancreatic ductal adenocarcinoma. Oncogenesis 2022; 11:35. [PMID: 35750693 PMCID: PMC9232547 DOI: 10.1038/s41389-022-00411-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 06/08/2022] [Accepted: 06/13/2022] [Indexed: 11/12/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a well-known lethal and heterogeneous disease. Apolipoprotein B mRNA-editing enzyme catalytic polypeptide-like (APOBEC) is an important mutagenic driver that has seldom been investigated in PDAC. Therefore, this study investigated the significance of APOBEC3C in PDAC. First, cytosine deamination-associated mutation signatures were identified in the PDAC cohorts from TCGA and Fudan University Shanghai Cancer Center (FUSCC) datasets, and C > X-enriched kataegis regions were identified in the FUSCC cohort (12 to 27 counts per sample). Patients were stratified according to APOBEC3C expression, and high APOBEC3C expression was found to correlate with a higher motif enrichment score of 5’-CC-3’ and an elevated kataegis count within PCSK5 and NES genes. Second, we compared APOBEC expression in PDAC and normal pancreatic tissues and found that APOBEC3C was substantially upregulated in PDAC. APOBEC3C-overexpressing cell lines were generated to substantiate the effects of APOBEC3C on PDAC genome, including alterations in single-nucleotide variant (SNV) classes (higher proportion of C > T conversions) and the formation of kataegis regions (newly occurring kataegis regions detected in ACHE and MUC6 genes). Three different PDAC cohorts (FUSCC, TCGA, and QCMG) were analysed to evaluate the prognostic value of APOBEC3C, and APOBEC3C overexpression predicted shorter survival. Finally, the APOBEC3C overexpression correalted with the PDAC tumour microenvironment (TME) remodelling, APOBEC3C expression was associated with the invasion of CD4 + T lymphocytes and CD8 + T lymphocytes (cytotoxic T lymphocytes, CTLs), indicating enhanced immune activity and validating the practicality of APOBEC3C for guiding immunotherapy.
Collapse
Affiliation(s)
- Yunzhen Qian
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Yitao Gong
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Xuan Zou
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Yu Liu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Yusheng Chen
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Ruijie Wang
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Zhengjie Dai
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Yesiboli Tasiheng
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Xuan Lin
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Xu Wang
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Guopei Luo
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China.,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China
| | - Xianjun Yu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China. .,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China. .,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China. .,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China.
| | - He Cheng
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China. .,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China. .,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China. .,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China.
| | - Chen Liu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China. .,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China. .,Shanghai Pancreatic Cancer Institute, 200032, Shanghai, China. .,Pancreatic Cancer Institute, Fudan University, 200032, Shanghai, China.
| |
Collapse
|
34
|
Guo H, Zhu L, Huang L, Sun Z, Zhang H, Nong B, Xiong Y. APOBEC Alteration Contributes to Tumor Growth and Immune Escape in Pan-Cancer. Cancers (Basel) 2022; 14:cancers14122827. [PMID: 35740493 PMCID: PMC9221198 DOI: 10.3390/cancers14122827] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/02/2022] [Accepted: 06/04/2022] [Indexed: 12/04/2022] Open
Abstract
Simple Summary The APOBEC3 family (apolipoprotein B mRNA editing enzyme catalytic polypeptide-like) was shown to induce tumor mutations through an aberrant DNA editing mechanism. In this study, we found that APOBEC genes were widely and significantly differentially expressed between normal and cancer samples in 16 cancer types, and their expression levels were significantly correlated with the prognostic value in 17 cancer types. Further analysis of the APOBEC family revealed extensive regulatory mechanisms by which they affect the tumor microenvironment, the process of tumor oncogenesis and development, and their association with patient prognosis in pan-cancer. Abstract The accumulating evidence demonstrates that the apolipoprotein B mRNA editing enzyme catalytic polypeptide-like (APOBEC), DNA-editing protein plays an important role in the molecular pathogenesis of cancer. In particular, the APOBEC3 family was shown to induce tumor mutations by an aberrant DNA editing mechanism. However, knowledge regarding the reconstitution of the APOBEC family genes across cancer types is still lacking. Here, we systematically analyzed the molecular alterations, immuno-oncological features, and clinical relevance of the APOBEC family in pan-cancer. We found that APOBEC genes were widely and significantly differentially expressed between normal and cancer samples in 16 cancer types, and that their expression levels are significantly correlated with the prognostic value in 17 cancer types. Moreover, two patterns of APOBEC-mediated stratification with distinct immune characteristics were identified in different cancer types, respectively. In ACC, for example, the first pattern of APOBEC-mediated stratification was closely correlated with the phenotype of immune activation, which was characterized by a high immune score, increased infiltration of CD8 T cells, and higher survival. The other pattern of APOBEC-mediated stratification was closely correlated with the low-infiltration immune phenotype, which was characterized by a low immune score, lack of effective immune infiltration, and poorer survival. Further, we found the APOBEC-mediated pattern with low-infiltration immune was also highly associated with the advanced tumor subtype and the CIMP-high tumor subtype (CpG island hypermethylation). Patients with the APOBEC-mediated pattern with immune activation were more likely to have therapeutic advantages in ICB (immunological checkpoint blockade) treatment. Overall, our results provide a valuable resource that will be useful in guiding oncologic and therapeutic analyses of the role of APOBEC family in cancer.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Yuanyan Xiong
- Correspondence: ; Tel.: +86-20-3994-3531; Fax: +86-20-3994-3778
| |
Collapse
|
35
|
Zhang Y, Guo X, Zhong J, Zhong D, Huang X, Fang Z, Zhang C, Lu Y. Discovery of APOBEC Cytidine Deaminases Inhibitors Using a BspH1 Restriction Enzyme‐Based Biosensor. ChemistrySelect 2022. [DOI: 10.1002/slct.202201456] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- Yi‐Han Zhang
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
| | - Xiao‐Chun Guo
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
| | - Jia‐Ben Zhong
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
| | - Dong‐Xiao Zhong
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
| | - Xuan‐He Huang
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
| | - Zhi‐Yuan Fang
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
| | - Chi Zhang
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
- Shanghai Institute of Biological Products Co., Ltd 350 Anshun Road, Changning District Shanghai 200052 China
| | - Yu‐Jing Lu
- School of Biomedicinal and Pharmaceutical Sciences Guangdong University of Technology 100 Waihuan West Road, Panyu District Guangzhou 510006 China
- Golden Health (Guangdong) Biotechnology Co., Ltd 99 Taoyuan East Road, Shishan District Foshan 528225 China
- Engineering Research Academy of High Value Utilisation of Green Plants Building 19, Meizhou High Technology Industrial Zone, Meixian District Meizhou 514779 China
| |
Collapse
|
36
|
Abstract
The evolutionary history of hepatobiliary cancers is embedded in their genomes. By analysing their catalogue of somatic mutations and the DNA sequence context in which they occur, it is possible to infer the mechanisms underpinning tumorigenesis. These mutational signatures reflect the exogenous and endogenous origins of genetic damage as well as the capacity of hepatobiliary cells to repair and replicate DNA. Genomic analysis of thousands of patients with hepatobiliary cancers has highlighted the diversity of mutagenic processes active in these malignancies, highlighting a prominent source of the inter-cancer-type, inter-patient, intertumour and intratumoural heterogeneity that is observed clinically. However, a substantial proportion of mutational signatures detected in hepatocellular carcinoma and biliary tract cancer remain of unknown cause, emphasizing the important contribution of processes yet to be identified. Exploiting mutational signatures to retrospectively understand hepatobiliary carcinogenesis could advance preventative management of these aggressive tumours as well as potentially predict treatment response and guide the development of therapies targeting tumour evolution.
Collapse
|
37
|
Shaban NM, Yan R, Shi K, Moraes SN, Cheng AZ, Carpenter MA, McLellan JS, Yu Z, Harris RS. Cryo-EM structure of the EBV ribonucleotide reductase BORF2 and mechanism of APOBEC3B inhibition. SCIENCE ADVANCES 2022; 8:eabm2827. [PMID: 35476445 PMCID: PMC9045721 DOI: 10.1126/sciadv.abm2827] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 02/23/2022] [Indexed: 05/26/2023]
Abstract
Viruses use a plethora of mechanisms to evade immune responses. A recent example is neutralization of the nuclear DNA cytosine deaminase APOBEC3B by the Epstein-Barr virus (EBV) ribonucleotide reductase subunit BORF2. Cryo-EM studies of APOBEC3B-BORF2 complexes reveal a large >1000-Å2 binding surface composed of multiple structural elements from each protein, which effectively blocks the APOBEC3B active site from accessing single-stranded DNA substrates. Evolutionary optimization is suggested by unique insertions in BORF2 absent from other ribonucleotide reductases and preferential binding to APOBEC3B relative to the highly related APOBEC3A and APOBEC3G enzymes. A molecular understanding of this pathogen-host interaction has potential to inform the development of drugs that block the interaction and liberate the natural antiviral activity of APOBEC3B. In addition, given a role for APOBEC3B in cancer mutagenesis, it may also be possible for information from the interaction to be used to develop DNA deaminase inhibitors.
Collapse
Affiliation(s)
- Nadine M. Shaban
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Rui Yan
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA 55416, USA
| | - Ke Shi
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Sofia N. Moraes
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Adam Z. Cheng
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Michael A. Carpenter
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN 55416, USA
| | - Jason S. McLellan
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712, USA
| | - Zhiheng Yu
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA 55416, USA
| | - Reuben S. Harris
- Department of Biochemistry, Molecular Biology, and Biophysics, Institute for Molecular Virology, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN 55416, USA
| |
Collapse
|
38
|
Teoh JYC, Kamat AM, Black PC, Grivas P, Shariat SF, Babjuk M. Recurrence mechanisms of non-muscle-invasive bladder cancer - a clinical perspective. Nat Rev Urol 2022; 19:280-294. [PMID: 35361927 DOI: 10.1038/s41585-022-00578-1] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2022] [Indexed: 12/24/2022]
Abstract
Non-muscle-invasive bladder cancer (NMIBC) is an early-stage cancer without invasion into the detrusor muscle layer. Transurethral resection of bladder tumour (TURBT) is a diagnostic and potentially curative procedure for NMIBC, but has some limitations, including difficulties in ascertaining complete tumour removal upon piecemeal resection and the possibility of tumour re-implantation after the procedure. The oncological control of NMIBC is far from satisfactory, with a 1-year recurrence rate of 15-61%, and a 5-year recurrence rate of 31-78%. Various recurrence mechanisms have been described for NMIBC, such as undetected tumours upon cystoscopy, incomplete resection during TURBT, tumour re-implantation after TURBT, drop metastasis from upper tract urothelial carcinoma and field change cancerization. Understanding the recurrence mechanisms from a clinical perspective has strong implications for the optimization of NMIBC oncological outcomes, as a cure for patients with NMIBC can only be achieved by tackling all possible recurrence mechanisms in a comprehensive manner.
Collapse
Affiliation(s)
- Jeremy Yuen-Chun Teoh
- S.H. Ho Urology Centre, Department of Surgery, The Chinese University of Hong Kong, Hong Kong, China. .,European Association of Urology-Young Academic Urologists (EAU-YAU) Urothelial Cancer Working Group, Amsterdam, Netherlands.
| | - Ashish M Kamat
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Peter C Black
- Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Petros Grivas
- Division of Oncology, Department of Medicine, University of Washington, Washington, USA.,Fred Hutchinson Cancer Research Center, Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Shahrokh F Shariat
- Department of Urology, Medical University of Vienna, Vienna, Austria.,Department of Urology, Weill Cornell Medical College, New York, NY, USA.,Department of Urology, University of Texas Southwestern, Dallas, TX, USA.,Institute for Urology and Reproductive Health, Sechenov University, Moscow, Russia.,Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan.,Department of Urology, 2nd Faculty of Medicine, Hospital Motol, Charles University, Prague, Czech Republic
| | - Marek Babjuk
- Department of Urology, Medical University of Vienna, Vienna, Austria.,Department of Urology, 2nd Faculty of Medicine, Hospital Motol, Charles University, Prague, Czech Republic
| |
Collapse
|
39
|
Abstract
The AID/APOBEC polynucleotide cytidine deaminases have historically been classified as either DNA mutators or RNA editors based on their first identified nucleic acid substrate preference. DNA mutators can generate functional diversity at antibody genes but also cause genomic instability in cancer. RNA editors can generate informational diversity in the transcriptome of innate immune cells, and of cancer cells. Members of both classes can act as antiviral restriction factors. Recent structural work has illuminated differences and similarities between AID/APOBEC enzymes that can catalyse DNA mutation, RNA editing or both, suggesting that the strict functional classification of members of this family should be reconsidered. As many of these enzymes have been employed for targeted genome (or transcriptome) editing, a more holistic understanding will help improve the design of therapeutically relevant programmable base editors. In this Perspective, Pecori et al. provide an overview of the AID/APOBEC cytidine deaminase family, discussing key structural features, how they contribute to viral and tumour evolution and how they can be harnessed for (potentially therapeutic) base-editing purposes.
Collapse
|
40
|
The current toolbox for APOBEC drug discovery. Trends Pharmacol Sci 2022; 43:362-377. [PMID: 35272863 PMCID: PMC9018551 DOI: 10.1016/j.tips.2022.02.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 02/03/2022] [Accepted: 02/09/2022] [Indexed: 12/14/2022]
Abstract
Mutational processes driving genome evolution and heterogeneity contribute to immune evasion and therapy resistance in viral infections and cancer. APOBEC3 (A3) enzymes promote such mutations by catalyzing the deamination of cytosines to uracils in single-stranded DNA. Chemical inhibition of A3 enzymes may yield an antimutation therapeutic strategy to improve the durability of current drug therapies that are prone to resistance mutations. A3 small-molecule drug discovery efforts to date have been restricted to a single high-throughput biochemical activity assay; however, the arsenal of discovery assays has significantly expanded in recent years. The assays used to study A3 enzymes are reviewed here with an eye towards their potential for small-molecule discovery efforts.
Collapse
|
41
|
Wen Y, Xu H, Han J, Jin R, Chen H. How Does Epstein–Barr Virus Interact With Other Microbiomes in EBV-Driven Cancers? Front Cell Infect Microbiol 2022; 12:852066. [PMID: 35281433 PMCID: PMC8904896 DOI: 10.3389/fcimb.2022.852066] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 01/28/2022] [Indexed: 12/12/2022] Open
Abstract
The commensal microbiome refers to a large spectrum of microorganisms which mainly consists of viruses and bacteria, as well as some other components such as protozoa and fungi. Epstein–Barr virus (EBV) is considered as a common component of the human commensal microbiome due to its spread worldwide in about 95% of the adult population. As the first oncogenic virus recognized in human, numerous studies have reported the involvement of other components of the commensal microbiome in the increasing incidence of EBV-driven cancers. Additionally, recent advances have also defined the involvement of host–microbiota interactions in the regulation of the host immune system in EBV-driven cancers as well as other circumstances. The regulation of the host immune system by the commensal microbiome coinfects with EBV could be the implications for how we understand the persistence and reactivation of EBV, as well as the progression of EBV-associated cancers, since majority of the EBV persist as asymptomatic carrier. In this review, we attempt to summarize the possible mechanisms for EBV latency, reactivation, and EBV-driven tumorigenesis, as well as casting light on the role of other components of the microbiome in EBV infection and reactivation. Besides, whether novel microbiome targeting strategies could be applied for curing of EBV-driven cancer is discussed as well.
Collapse
Affiliation(s)
| | | | | | - Runming Jin
- *Correspondence: Hongbo Chen, ; Runming Jin,
| | - Hongbo Chen
- *Correspondence: Hongbo Chen, ; Runming Jin,
| |
Collapse
|
42
|
Farmanbar A, Firouzi S, Kneller R, Khiabanian H. Mutational signatures reveal ternary relationships between homologous recombination repair, APOBEC, and mismatch repair in gynecological cancers. J Transl Med 2022; 20:65. [PMID: 35109853 PMCID: PMC8812249 DOI: 10.1186/s12967-022-03259-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/17/2022] [Indexed: 01/29/2023] Open
Abstract
Background Revealing the impacts of endogenous and exogenous mutagenesis processes is essential for understanding the etiology of somatic genomic alterations and designing precise prognostication and treatment strategies for cancer. DNA repair deficiency is one of the main sources of endogenous mutagenesis and is increasingly recognized as a target for cancer therapeutics. The role and prevalence of mechanisms that underly different forms of DNA repair deficiencies and their interactions remain to be elucidated in gynecological malignancies. Methods We analyzed 1231 exomes and 268 whole-genomes from three major gynecological malignancies including uterine corpus endometrial carcinoma (UCEC) as well as ovarian and cervical cancers. We also analyzed data from 134 related cell lines. We extracted and compared de novo and refitted mutational signature profiles using complementary and confirmatory approaches and performed interaction analysis to detect co-occurring and mutually exclusive signatures. Results We found an inverse relationship between homologous recombination deficiency (HRd) and mismatch repair deficiency (MMRd). Moreover, APOBEC co-occurred with HRd but was mutually exclusive with MMRd. UCEC tumors were dominated by MMRd, yet a subset of them manifested the HRd and APOBEC signatures. Conversely, ovarian tumors were dominated by HRd, while a subset represented MMRd and APOBEC. In contrast to both, cervical tumors were dominated by APOBEC with a small subsets showing the POLE, HRd, and MMRd signatures. Although the type, prevalence, and heterogeneity of mutational signatures varied across the tumor types, the patterns of co-occurrence and exclusivity were consistently observed in all. Notably, mutational signatures in gynecological tumor cell lines reflected those detected in primary tumors. Conclusions Taken together, these analyses indicate that application of mutation signature analysis not only advances our understanding of mutational processes and their interactions, but also it has the potential to stratify patients that could benefit from treatments available for tumors harboring distinct mutational signatures and to improve clinical decision-making for gynecological malignancies. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-022-03259-0.
Collapse
Affiliation(s)
- Amir Farmanbar
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, 08903, USA
| | - Sanaz Firouzi
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA.
| | - Robert Kneller
- Research Center for Advanced Science and Technology, University of Tokyo, Minato-ku, Tokyo, 153-8904, Japan
| | - Hossein Khiabanian
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, 08903, USA. .,Department of Pathology and Laboratory Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, 08903, USA.
| |
Collapse
|
43
|
Bergstrom EN, Luebeck J, Petljak M, Khandekar A, Barnes M, Zhang T, Steele CD, Pillay N, Landi MT, Bafna V, Mischel PS, Harris RS, Alexandrov LB. Mapping clustered mutations in cancer reveals APOBEC3 mutagenesis of ecDNA. Nature 2022; 602:510-517. [PMID: 35140399 PMCID: PMC8850194 DOI: 10.1038/s41586-022-04398-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 01/04/2022] [Indexed: 12/28/2022]
Abstract
Clustered somatic mutations are common in cancer genomes and previous analyses reveal several types of clustered single-base substitutions, which include doublet- and multi-base substitutions1-5, diffuse hypermutation termed omikli6, and longer strand-coordinated events termed kataegis3,7-9. Here we provide a comprehensive characterization of clustered substitutions and clustered small insertions and deletions (indels) across 2,583 whole-genome-sequenced cancers from 30 types of cancer10. Clustered mutations were highly enriched in driver genes and associated with differential gene expression and changes in overall survival. Several distinct mutational processes gave rise to clustered indels, including signatures that were enriched in tobacco smokers and homologous-recombination-deficient cancers. Doublet-base substitutions were caused by at least 12 mutational processes, whereas most multi-base substitutions were generated by either tobacco smoking or exposure to ultraviolet light. Omikli events, which have previously been attributed to APOBEC3 activity6, accounted for a large proportion of clustered substitutions; however, only 16.2% of omikli matched APOBEC3 patterns. Kataegis was generated by multiple mutational processes, and 76.1% of all kataegic events exhibited mutational patterns that are associated with the activation-induced deaminase (AID) and APOBEC3 family of deaminases. Co-occurrence of APOBEC3 kataegis and extrachromosomal DNA (ecDNA), termed kyklonas (Greek for cyclone), was found in 31% of samples with ecDNA. Multiple distinct kyklonic events were observed on most mutated ecDNA. ecDNA containing known cancer genes exhibited both positive selection and kyklonic hypermutation. Our results reveal the diversity of clustered mutational processes in human cancer and the role of APOBEC3 in recurrently mutating and fuelling the evolution of ecDNA.
Collapse
Affiliation(s)
- Erik N Bergstrom
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Jens Luebeck
- Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, USA
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA
| | - Mia Petljak
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Azhar Khandekar
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, USA
| | - Mark Barnes
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Tongwu Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Christopher D Steele
- Research Department of Pathology, Cancer Institute, University College London, London, UK
| | - Nischalan Pillay
- Research Department of Pathology, Cancer Institute, University College London, London, UK
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, UK
| | - Maria Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Vineet Bafna
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA
- Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, CA, USA
| | - Paul S Mischel
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- ChEM-H, Stanford University, Stanford, CA, USA
| | - Reuben S Harris
- Howard Hughes Medical Institute, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Institute for Molecular Virology, University of Minnesota, Minneapolis, MN, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA.
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA.
| |
Collapse
|
44
|
Liu Y, Lan W, Wang C, Cao C. Two different kinds of interaction modes of deaminase APOBEC3A with single-stranded DNA in solution detected by nuclear magnetic resonance. Protein Sci 2022; 31:443-453. [PMID: 34792260 PMCID: PMC8819843 DOI: 10.1002/pro.4242] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 11/09/2021] [Accepted: 11/09/2021] [Indexed: 02/03/2023]
Abstract
APOBEC3A (A3A) deaminates deoxycytidine in target motif TC in a single-stranded DNA (we termed it as TC DNA), which mortally mutates viral pathogens and immunoglobulins, and leads to the diversification and lethality of cancers. The crystal structure of A3A-DNA revealed a unique U-shaped recognition mode of target base dC0 . However, when TC DNA was titrated into 15 N-labeled A3A solution, we observed two sets of 1 H-15 N cross-peaks of A3A in HSQC spectra, and two sets of 1 H-1 H cross-peaks of DNA in two-dimensional 13 C,15 N-filtered TOCSY spectra, indicating two different kinds of conformers of either A3A or TC DNA existing in solution. Here, mainly by NMR, we demonstrated that one DNA conformer interacted with one A3A conformer, forming a specific complex A3AS -DNAS in a way almost similar to that observed in the reported crystal A3A-DNA structure, where dC0 inserted into zinc ion binding center. While the other DNA conformer bound with another A3A conformer, but dC0 did not extend into the zinc-binding pocket, forming a nonspecific A3ANS -DNANS complex. The NMR solution structure implied three sites Asn61 , His182 and Arg189 were necessary to DNA recognition. These observations indicate a distinctive way from that reported in X-ray crystal structure, suggesting an unexpected mode of deaminase APOBEC3A to identify target motif TC in DNA in solution.
Collapse
Affiliation(s)
- Yaping Liu
- State Key Laboratory of Bioorganic and Natural Product ChemistryCenter for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry, Chinese Academy of SciencesShanghaiChina,University of Chinese Academy of ScienceBeijingChina
| | - Wenxian Lan
- State Key Laboratory of Bioorganic and Natural Product ChemistryCenter for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry, Chinese Academy of SciencesShanghaiChina
| | - Chunxi Wang
- State Key Laboratory of Bioorganic and Natural Product ChemistryCenter for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry, Chinese Academy of SciencesShanghaiChina
| | - Chunyang Cao
- State Key Laboratory of Bioorganic and Natural Product ChemistryCenter for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry, Chinese Academy of SciencesShanghaiChina,University of Chinese Academy of ScienceBeijingChina
| |
Collapse
|
45
|
Pathak AK, Mishra GP, Uppili B, Walia S, Fatihi S, Abbas T, Banu S, Ghosh A, Kanampalliwar A, Jha A, Fatma S, Aggarwal S, Dhar MS, Marwal R, Radhakrishnan VS, Ponnusamy K, Kabra S, Rakshit P, Bhoyar RC, Jain A, Divakar MK, Imran M, Faruq M, Sowpati DT, Thukral L, Raghav SK, Mukerji M. Spatio-temporal dynamics of intra-host variability in SARS-CoV-2 genomes. Nucleic Acids Res 2022; 50:1551-1561. [PMID: 35048970 PMCID: PMC8860616 DOI: 10.1093/nar/gkab1297] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 12/09/2021] [Accepted: 01/13/2022] [Indexed: 12/13/2022] Open
Abstract
During the course of the COVID-19 pandemic, large-scale genome sequencing of SARS-CoV-2 has been useful in tracking its spread and in identifying variants of concern (VOC). Viral and host factors could contribute to variability within a host that can be captured in next-generation sequencing reads as intra-host single nucleotide variations (iSNVs). Analysing 1347 samples collected till June 2020, we recorded 16 410 iSNV sites throughout the SARS-CoV-2 genome. We found ∼42% of the iSNV sites to be reported as SNVs by 30 September 2020 in consensus sequences submitted to GISAID, which increased to ∼80% by 30th June 2021. Following this, analysis of another set of 1774 samples sequenced in India between November 2020 and May 2021 revealed that majority of the Delta (B.1.617.2) and Kappa (B.1.617.1) lineage-defining variations appeared as iSNVs before getting fixed in the population. Besides, mutations in RdRp as well as RNA-editing by APOBEC and ADAR deaminases seem to contribute to the differential prevalence of iSNVs in hosts. We also observe hyper-variability at functionally critical residues in Spike protein that could alter the antigenicity and may contribute to immune escape. Thus, tracking and functional annotation of iSNVs in ongoing genome surveillance programs could be important for early identification of potential variants of concern and actionable interventions.
Collapse
Affiliation(s)
- Ankit K Pathak
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | | | - Bharathram Uppili
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Safal Walia
- Institute of Life Sciences (ILS), Bhubaneswar, Odisha, India
| | - Saman Fatihi
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Tahseen Abbas
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Sofia Banu
- CSIR - Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | - Arup Ghosh
- Institute of Life Sciences (ILS), Bhubaneswar, Odisha, India
| | | | - Atimukta Jha
- Institute of Life Sciences (ILS), Bhubaneswar, Odisha, India
| | - Sana Fatma
- Institute of Life Sciences (ILS), Bhubaneswar, Odisha, India
| | - Shifu Aggarwal
- Institute of Life Sciences (ILS), Bhubaneswar, Odisha, India
| | - Mahesh Shanker Dhar
- Biotechnology Division, National Centre for Disease Control (NCDC), New Delhi, India
| | - Robin Marwal
- Biotechnology Division, National Centre for Disease Control (NCDC), New Delhi, India
| | | | - Kalaiarasan Ponnusamy
- Biotechnology Division, National Centre for Disease Control (NCDC), New Delhi, India
| | - Sandhya Kabra
- Biotechnology Division, National Centre for Disease Control (NCDC), New Delhi, India
| | - Partha Rakshit
- Biotechnology Division, National Centre for Disease Control (NCDC), New Delhi, India
| | - Rahul C Bhoyar
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Abhinav Jain
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Mohit Kumar Divakar
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Mohamed Imran
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Mohammed Faruq
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Divya Tej Sowpati
- CSIR - Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | - Lipi Thukral
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Sunil K Raghav
- Institute of Life Sciences (ILS), Bhubaneswar, Odisha, India
| | - Mitali Mukerji
- CSIR - Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.,Indian Institute of Technology (IIT), Jodhpur, India
| |
Collapse
|
46
|
Peraman R, Chinni S, Sure SK, Kutagulla VK, Peraman M, V.N. A, Y. PR. Anti-evolution Drugs: A New Paradigm to Combat Drug Resistance. LETT DRUG DES DISCOV 2022. [DOI: 10.2174/1570180818666210804142612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
:
Drug resistance confronts chemotherapy of neoplasm and microbial infections. A vast
array of molecular mechanisms was implicated in drug resistance, including generation of drug efflux
transporters, mutation of drug targets, and alteration of drug metabolism. With the alarming rate
of increase in drug resistance, pathogens are bolstering in such a way that many new drugs face efficacy
problems within a short span of entry into the market. Evolution is the driving force towards the
development of drug resistance. By adopting the modern genomic and functionomic analytical techniques,
scientists have now identified novel genes and signalling proteins involved in the evolution
of drug resistance in microorganisms. Given the current knowledge of bacterial evolution, antibiotic
drug discovery is ready for a paradigm shift to explore the newer ways to tackle drug resistance. The
article discusses such recent developments and reviews their merits and demerits in an attempt to
envisage the findings in this new domain of medicine.
Collapse
Affiliation(s)
- Ramalingam Peraman
- National Institute of Pharmaceutical Education and Research (NIPER)-Hajipur, Bihar, 844102, India
| | - Santhivardhan Chinni
- National Institute of Pharmaceutical Education and Research (NIPER)-Hajipur, Bihar, 844102, India
| | - Sathish Kumar Sure
- National Institute of Pharmaceutical Education and Research (NIPER)-Hajipur, Bihar, 844102, India
| | - Vinay Kumar Kutagulla
- National Institute of Pharmaceutical Education and Research (NIPER)-Hajipur, Bihar, 844102, India
| | | | - Azger V.N.
- ICMR-National
Institute for Research in Tuberculosis, Chennai, TN, 600031, India
| | - Padmanabha Reddy Y.
- National Institute of Pharmaceutical Education and Research (NIPER)-Hajipur, Bihar, 844102, India
| |
Collapse
|
47
|
When good turns bad: how viruses exploit innate immunity factors. Curr Opin Virol 2021; 52:60-67. [PMID: 34872031 DOI: 10.1016/j.coviro.2021.11.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/11/2021] [Accepted: 11/18/2021] [Indexed: 12/12/2022]
Abstract
Humans evolved numerous cell-intrinsic restriction factors as a first line of defense against viral pathogens. Typically, they inhibit efficient viral replication and thus prevent viral zoonoses and pandemics. However, viruses show enormous adaptability and are well known for their ability to counteract antiviral mechanisms. Accumulating evidence shows that some viruses are even capable of exploiting antiviral factors for efficient infection. In addition, antiviral factors may exert enhancing effects under specific circumstances. While much progress has been made in understanding the antiviral mechanisms of restriction factors, their proviral effects are poorly defined. Here, we summarize current knowledge on how viral pathogens may exploit otherwise antiviral cellular factors for efficient infection and replication.
Collapse
|
48
|
Fenton TR. Accumulation of host cell genetic errors following high-risk HPV infection. Curr Opin Virol 2021; 51:1-8. [PMID: 34543805 DOI: 10.1016/j.coviro.2021.09.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 08/31/2021] [Accepted: 09/03/2021] [Indexed: 12/19/2022]
Affiliation(s)
- Tim R Fenton
- School of Biosciences, Division of Natural Sciences, University of Kent, Canterbury, UK; School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.
| |
Collapse
|
49
|
Münz C. Modification of EBV-Associated Pathologies and Immune Control by Coinfections. Front Oncol 2021; 11:756480. [PMID: 34778072 PMCID: PMC8581224 DOI: 10.3389/fonc.2021.756480] [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: 08/10/2021] [Accepted: 10/08/2021] [Indexed: 12/19/2022] Open
Abstract
The oncogenic Epstein–Barr virus (EBV) persistently infects more than 95% of the human adult population. Even so it can readily transform human B cells after infection in vitro, it only rarely causes tumors in patients. A substantial proportion of the 1% of all human cancers that are associated with EBV occurs during coinfections, including those with the malaria parasite Plasmodium falciparum, the human immunodeficiency virus (HIV), and the also oncogenic and closely EBV-related Kaposi sarcoma-associated herpesvirus (KSHV). In this review, I will discuss how these infections interact with EBV, modify its immune control, and shape its tumorigenesis. The underlying mechanisms reveal new aspects of EBV-associated pathologies and point toward treatment possibilities for their prevention by the human immune system.
Collapse
Affiliation(s)
- Christian Münz
- Viral Immunobiology, Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| |
Collapse
|
50
|
Schulz D, Piontek G, Zissler UM, Multhoff G, Wirth M, Pickhard A. MEK1/2 regulates APOBEC3B and polymerase iota-induced mutagenesis in head and neck cancer cells. Am J Cancer Res 2021; 11:5581-5590. [PMID: 34873481 PMCID: PMC8640808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Accepted: 09/09/2021] [Indexed: 06/13/2023] Open
Abstract
Resistance to chemotherapy provides a major challenge in treatment of metastatic cancer. Prolonged exposure to almost any drug regimen leads to the formation of resistant subclones in almost all advanced solid tumors. Tumor heterogeneity because of intrinsic genetic instability is seen as one of the major contributing factors. In this work, we present evidence that genetic instability measured by mutation frequency is induced by treatment with the EGFR inhibitor afatinib or cisplatin in head and neck squamous cancer cells. We find that APOBEC3B and polymerase iota are upregulated, and inhibition of MEK1/2 by U0126 leads to downregulation on the protein level. Costimulation of afatnib and cisplatin with U0126 leads to a significantly lower mutation frequency. These findings may represent a molecular mechanism for dynamically controlling genetic instability during chemotherapy in head and neck squamous cell carcinoma (HNSCC) cancer cells.
Collapse
Affiliation(s)
- Dominik Schulz
- Department of Internal Medicine II, Klinikum Rechts der IsarIsmaninger Straße 22, Munich 81675, Germany
| | - Guido Piontek
- Institute of Pathology, Ludwig Maximilians University of MunichMunich 81377, Germany
| | - Ulrich M Zissler
- Center of Allergy & Environment (ZAUM), German Research Center for Environmental Health, Member of The German Center for Lung Research (DZL), Helmholtz Center Munich, Technical University of Munich (TUM)Biedersteiner Street 29, Munich 80333, Germany
| | - Gabriele Multhoff
- Department of Radiotherapy, Technical University of MunichIsmaninger Straße 22, Munich 80333, Germany
| | - Markus Wirth
- Department of Head and Neck Surgery, Klinikum Rechts der IsarIsmaninger Straße 22, Munich 81675, Germany
| | - Anja Pickhard
- Department of Head and Neck Surgery, Klinikum Rechts der IsarIsmaninger Straße 22, Munich 81675, Germany
| |
Collapse
|