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Wang Z, Zheng Z, Wang B, Zhan C, Yuan X, Lin X, Xin Q, Zhong Z, Qiu X. Characterization of a G2M checkpoint-related gene model and subtypes associated with immunotherapy response for clear cell renal cell carcinoma. Heliyon 2024; 10:e29289. [PMID: 38617927 PMCID: PMC11015143 DOI: 10.1016/j.heliyon.2024.e29289] [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: 02/06/2024] [Revised: 03/28/2024] [Accepted: 04/04/2024] [Indexed: 04/16/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) presents challenges in early diagnosis and effective treatment. In this study, we aimed to establish a prognostic model based on G2M checkpoint-related genes and identify associated clusters in ccRCC through clinical bioinformatic analysis and experimental validation. Utilizing a single-cell RNA dataset (GSE159115) and bulk-sequencing data from The Cancer Genome Atlas (TCGA) database, we analyzed the G2M checkpoint pathway in ccRCC. Differential expression analysis identified 45 genes associated with the G2M checkpoint, leading to the construction of a predictive model with four key genes (E2F2, GTSE1, RAD54L, and UBE2C). The model demonstrated reliable predictive ability for 1-, 3-, and 5-year overall survival, with AUC values of 0.794, 0.790, and 0.794, respectively. Patients in the high-risk group exhibited a worse prognosis, accompanied by significant differences in immune cell infiltration, immune function, TIDE and IPS scores, and drug sensitivities. Two clusters of ccRCC were identified using the "ConsensusClusterPlus" package, cluster 1 exhibited a worse survival rate and was resistant to chemotherapeutic drugs of Axitinib, Erlotinib, Pazopanib, Sunitinib, and Temsirolimus, but not Sorafenib. Targeted experiments on RAD54L, a gene involved in DNA repair processes, revealed its crucial role in inhibiting proliferation, invasion, and migration in 786-O cells. In conclusion, our study offers valuable insights into the molecular mechanisms underlying ccRCC, identifying potential prognostic genes and molecular subtypes associated with the G2M checkpoint. These findings hold promise for guiding personalized treatment strategies in the management of ccRCC.
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Affiliation(s)
- Zhenwei Wang
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
| | - Zongtai Zheng
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
| | - Bangqi Wang
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
| | - Changxin Zhan
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
- The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, 510317, China
| | - Xuefeng Yuan
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Xiaoqi Lin
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
| | - Qifan Xin
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
| | - Zhihui Zhong
- Center of Stem Cell and Regenerative Medicine, Gaozhou People's Hospital, Gaozhou, 525200, Guangdong, China
| | - Xiaofu Qiu
- Department of Urology, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China
- The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, 510317, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
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2
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Ito M, Fujita Y, Shinohara A. Positive and negative regulators of RAD51/DMC1 in homologous recombination and DNA replication. DNA Repair (Amst) 2024; 134:103613. [PMID: 38142595 DOI: 10.1016/j.dnarep.2023.103613] [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: 08/02/2023] [Revised: 12/10/2023] [Accepted: 12/10/2023] [Indexed: 12/26/2023]
Abstract
RAD51 recombinase plays a central role in homologous recombination (HR) by forming a nucleoprotein filament on single-stranded DNA (ssDNA) to catalyze homology search and strand exchange between the ssDNA and a homologous double-stranded DNA (dsDNA). The catalytic activity of RAD51 assembled on ssDNA is critical for the DNA-homology-mediated repair of DNA double-strand breaks in somatic and meiotic cells and restarting stalled replication forks during DNA replication. The RAD51-ssDNA complex also plays a structural role in protecting the regressed/reversed replication fork. Two types of regulators control RAD51 filament formation, stability, and dynamics, namely positive regulators, including mediators, and negative regulators, so-called remodelers. The appropriate balance of action by the two regulators assures genome stability. This review describes the roles of positive and negative RAD51 regulators in HR and DNA replication and its meiosis-specific homolog DMC1 in meiotic recombination. We also provide future study directions for a comprehensive understanding of RAD51/DMC1-mediated regulation in maintaining and inheriting genome integrity.
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Affiliation(s)
- Masaru Ito
- Institute for Protein Research, Osaka University, Yamadaoka 3-2, Suita, Osaka 565-0871, Japan.
| | - Yurika Fujita
- Institute for Protein Research, Osaka University, Yamadaoka 3-2, Suita, Osaka 565-0871, Japan.
| | - Akira Shinohara
- Institute for Protein Research, Osaka University, Yamadaoka 3-2, Suita, Osaka 565-0871, Japan.
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Tischler JD, Tsuchida H, Bosire R, Oda TT, Park A, Adeyemi RO. FLIP(C1orf112)-FIGNL1 complex regulates RAD51 chromatin association to promote viability after replication stress. Nat Commun 2024; 15:866. [PMID: 38286805 PMCID: PMC10825145 DOI: 10.1038/s41467-024-45139-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 01/16/2024] [Indexed: 01/31/2024] Open
Abstract
Homologous recombination (HR) plays critical roles in repairing lesions that arise during DNA replication and is thus essential for viability. RAD51 plays important roles during replication and HR, however, how RAD51 is regulated downstream of nucleofilament formation and how the varied RAD51 functions are regulated is not clear. We have investigated the protein c1orf112/FLIP that previously scored in genome-wide screens for mediators of DNA inter-strand crosslink (ICL) repair. Upon ICL agent exposure, FLIP loss leads to marked cell death, elevated chromosomal instability, increased micronuclei formation, altered cell cycle progression and increased DNA damage signaling. FLIP is recruited to damage foci and forms a complex with FIGNL1. Both proteins have epistatic roles in ICL repair, forming a stable complex. Mechanistically, FLIP loss leads to increased RAD51 amounts and foci on chromatin both with or without exogenous DNA damage, defective replication fork progression and reduced HR competency. We posit that FLIP is essential for limiting RAD51 levels on chromatin in the absence of damage and for RAD51 dissociation from nucleofilaments to properly complete HR. Failure to do so leads to replication slowing and inability to complete repair.
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Affiliation(s)
- Jessica D Tischler
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Hiroshi Tsuchida
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | | | - Tommy T Oda
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
- University of Washington, Seattle, 98195, USA
| | - Ana Park
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
- University of Washington, Seattle, 98195, USA
| | - Richard O Adeyemi
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA.
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4
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Rakotopare J, Toledo F. p53 in the Molecular Circuitry of Bone Marrow Failure Syndromes. Int J Mol Sci 2023; 24:14940. [PMID: 37834388 PMCID: PMC10573108 DOI: 10.3390/ijms241914940] [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: 09/20/2023] [Revised: 10/02/2023] [Accepted: 10/04/2023] [Indexed: 10/15/2023] Open
Abstract
Mice with a constitutive increase in p53 activity exhibited features of dyskeratosis congenita (DC), a bone marrow failure syndrome (BMFS) caused by defective telomere maintenance. Further studies confirmed, in humans and mice, that germline mutations affecting TP53 or its regulator MDM4 may cause short telomeres and alter hematopoiesis, but also revealed features of Diamond-Blackfan anemia (DBA) or Fanconi anemia (FA), two BMFSs, respectively, caused by defects in ribosomal function or DNA repair. p53 downregulates several genes mutated in DC, either by binding to promoter sequences (DKC1) or indirectly via the DREAM repressor complex (RTEL1, DCLRE1B), and the p53-DREAM pathway represses 22 additional telomere-related genes. Interestingly, mutations in any DC-causal gene will cause telomere dysfunction and subsequent p53 activation to further promote the repression of p53-DREAM targets. Similarly, ribosomal dysfunction and DNA lesions cause p53 activation, and p53-DREAM targets include the DBA-causal gene TSR2, at least 9 FA-causal genes, and 38 other genes affecting ribosomes or the FA pathway. Furthermore, patients with BMFSs may exhibit brain abnormalities, and p53-DREAM represses 16 genes mutated in microcephaly or cerebellar hypoplasia. In sum, positive feedback loops and the repertoire of p53-DREAM targets likely contribute to partial phenotypic overlaps between BMFSs of distinct molecular origins.
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Affiliation(s)
- Jeanne Rakotopare
- Genetics of Tumor Suppression, Institut Curie, CEDEX 05, 75248 Paris, France;
- CNRS UMR3244, 75005 Paris, France
- Faculty of Science and Engineering, Sorbonne University, 75005 Paris, France
- Institut Curie, PSL Research University, 75005 Paris, France
| | - Franck Toledo
- Genetics of Tumor Suppression, Institut Curie, CEDEX 05, 75248 Paris, France;
- CNRS UMR3244, 75005 Paris, France
- Faculty of Science and Engineering, Sorbonne University, 75005 Paris, France
- Institut Curie, PSL Research University, 75005 Paris, France
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Tischler JD, Tsuchida H, Oda TT, Park A, Adeyemi RO. RADIF(C1orf112)-FIGNL1 Complex Regulates RAD51 Chromatin Association to Promote Viability After Replication Stress. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.25.556595. [PMID: 37808755 PMCID: PMC10557588 DOI: 10.1101/2023.09.25.556595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Homologous recombination (HR) plays critical roles in repairing lesions that arise during DNA replication and is thus essential for viability. RAD51 plays important roles during replication and HR, however, how RAD51 is regulated downstream of nucleofilament formation and how the varied RAD51 functions are regulated is not clear. We have investigated the poorly characterized protein c1orf112/RADIF that previously scored in genome-wide screens for mediators of DNA inter-strand crosslink (ICL) repair. Upon ICL agent exposure, RADIF loss leads to marked cell death, elevated chromosomal instability, increased micronuclei formation, altered cell cycle progression and increased DNA damage signaling. RADIF is recruited to damage foci and forms a complex with FIGNL1. Both proteins have epistatic roles in ICL repair, forming a co-stable complex. Mechanistically, RADIF loss leads to increased RAD51 amounts and foci on chromatin both with or without exogenous DNA damage, defective replication fork progression and reduced HR competency. We posit that RADIF is essential for limiting RAD51 levels on chromatin in the absence of damage and for RAD51 dissociation from nucleofilaments to properly complete HR. Failure to do so leads to replication slowing and inability to complete repair.
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6
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Ghosh I, Kwon Y, Shabestari AB, Chikhale R, Chen J, Wiese C, Sung P, De Benedetti A. TLK1-mediated RAD54 phosphorylation spatio-temporally regulates Homologous Recombination Repair. Nucleic Acids Res 2023; 51:8643-8662. [PMID: 37439356 PMCID: PMC10484734 DOI: 10.1093/nar/gkad589] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 05/17/2023] [Accepted: 06/28/2023] [Indexed: 07/14/2023] Open
Abstract
Environmental agents like ionizing radiation (IR) and chemotherapeutic drugs can cause severe damage to the DNA, often in the form of double-strand breaks (DSBs). Remaining unrepaired, DSBs can lead to chromosomal rearrangements, and cell death. One major error-free pathway to repair DSBs is homologous recombination repair (HRR). Tousled-like kinase 1 (TLK1), a Ser/Thr kinase that regulates the DNA damage checkpoint, has been found to interact with RAD54, a central DNA translocase in HRR. To determine how TLK1 regulates RAD54, we inhibited or depleted TLK1 and tested how this impacts HRR in human cells using a ISce-I-GR-DsRed fused reporter endonuclease. Our results show that TLK1 phosphorylates RAD54 at three threonines (T41, T59 and T700), two of which are located within its N-terminal domain (NTD) and one is located within its C-terminal domain (CTD). Phosphorylation at both T41 and T59 supports HRR and protects cells from DNA DSB damage. In contrast, phosphorylation of T700 leads to impaired HRR and engenders no protection to cells from cytotoxicity and rather results in repair delay. Further, our work enlightens the effect of RAD54-T700 (RAD54-CTD) phosphorylation by TLK1 in mammalian system and reveals a new site of interaction with RAD51.
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Affiliation(s)
- Ishita Ghosh
- Department of Biochemistry and Molecular Biology, Louisiana Health Science Center-Shreveport, Shreveport, Louisiana 71130, US2. Texas 78229, USA
| | - Youngho Kwon
- Department of Biochemistry & Structural Biology, Greehey Children's Cancer Research Institute, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Aida Badamchi Shabestari
- Department of Biochemistry & Structural Biology, Greehey Children's Cancer Research Institute, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Rupesh Chikhale
- Division of Pharmacy & Optometry, University of Manchester, Manchester, UK
| | - Jing Chen
- Department of Molecular and Cellular Biochemistry and Proteomics Core, Center for Structural Biology, University of Kentucky, Lexington, KY, USA
| | - Claudia Wiese
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, USA
| | - Patrick Sung
- Department of Biochemistry & Structural Biology, Greehey Children's Cancer Research Institute, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Arrigo De Benedetti
- Department of Biochemistry and Molecular Biology, Louisiana Health Science Center-Shreveport, Shreveport, Louisiana 71130, US2. Texas 78229, USA
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Kitagawa R, Niikura Y, Becker A, Houghton PJ, Kitagawa K. EWSR1 maintains centromere identity. Cell Rep 2023; 42:112568. [PMID: 37243594 PMCID: PMC10758295 DOI: 10.1016/j.celrep.2023.112568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 04/03/2023] [Accepted: 05/11/2023] [Indexed: 05/29/2023] Open
Abstract
The centromere is essential for ensuring high-fidelity transmission of chromosomes. CENP-A, the centromeric histone H3 variant, is thought to be the epigenetic mark of centromere identity. CENP-A deposition at the centromere is crucial for proper centromere function and inheritance. Despite its importance, the precise mechanism responsible for maintenance of centromere position remains obscure. Here, we report a mechanism to maintain centromere identity. We demonstrate that CENP-A interacts with EWSR1 (Ewing sarcoma breakpoint region 1) and EWSR1-FLI1 (the oncogenic fusion protein in Ewing sarcoma). EWSR1 is required for maintaining CENP-A at the centromere in interphase cells. EWSR1 and EWSR1-FLI1 bind CENP-A through the SYGQ2 region within the prion-like domain, important for phase separation. EWSR1 binds to R-loops through its RNA-recognition motif in vitro. Both the domain and motif are required for maintaining CENP-A at the centromere. Therefore, we conclude that EWSR1 guards CENP-A in centromeric chromatins by binding to centromeric RNA.
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Affiliation(s)
- Risa Kitagawa
- Greehey Children's Cancer Research Institute, Mays Cancer Center, Department of Molecular Medicine, UT Health Science Center San Antonio, 8403 Floyd Curl Drive, San Antonio, TX 78229-3000, USA
| | - Yohei Niikura
- Greehey Children's Cancer Research Institute, Mays Cancer Center, Department of Molecular Medicine, UT Health Science Center San Antonio, 8403 Floyd Curl Drive, San Antonio, TX 78229-3000, USA
| | - Argentina Becker
- Greehey Children's Cancer Research Institute, Mays Cancer Center, Department of Molecular Medicine, UT Health Science Center San Antonio, 8403 Floyd Curl Drive, San Antonio, TX 78229-3000, USA
| | - Peter J Houghton
- Greehey Children's Cancer Research Institute, Mays Cancer Center, Department of Molecular Medicine, UT Health Science Center San Antonio, 8403 Floyd Curl Drive, San Antonio, TX 78229-3000, USA
| | - Katsumi Kitagawa
- Greehey Children's Cancer Research Institute, Mays Cancer Center, Department of Molecular Medicine, UT Health Science Center San Antonio, 8403 Floyd Curl Drive, San Antonio, TX 78229-3000, USA.
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ZGRF1 promotes end resection of DNA homologous recombination via forming complex with BRCA1/EXO1. Cell Death Discov 2021; 7:260. [PMID: 34552057 PMCID: PMC8458317 DOI: 10.1038/s41420-021-00633-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 08/16/2021] [Accepted: 08/26/2021] [Indexed: 11/08/2022] Open
Abstract
To maintain genomic stability, the mammalian cells has evolved a coordinated response to DNA damage, including activation of DNA repair and cell cycle checkpoint processes. Exonuclease 1 (EXO1)-dependent excision of DNA ends is important for the initiation of homologous recombination (HR) repair of DNA breaks, which is thought to play a key role in activating the ATR-CHK1 pathway to induce G2/M cell cycle arrest. But the mechanism is still not fully understood. Here, we report that ZGRF1 forms complexes with EXO1 as well as other repair proteins and promotes DNA repair through HR. ZGRF1 is recruited to DNA damage sites in a MDC1-RNF8-BRCA1 dependent manner. Furthermore, ZGRF1 is important for the recruitment of RPA2 to DNA damage sites and the following ATR-CHK1 mediated G2/M checkpoint in response to irradiation. ZGRF1 null cells show increased sensitivity to many DNA-damaging agents, especially PARPi and irradiation. Collectively,our findings identify ZGRF1 as a novel regulator of DNA end resection and G2/M checkpoint. ZGRF1 is a potential target of radiation and PARPi cancer therapy.
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Protocol for Purification of Human ZGRF1 and Its Regulatory Function on RAD51-Mediated D-Loop Formation. STAR Protoc 2020; 1. [PMID: 32984852 PMCID: PMC7518512 DOI: 10.1016/j.xpro.2020.100099] [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] [Indexed: 12/02/2022] Open
Abstract
Human ZGRF1 is one of the many helicases that play important roles in the repair of damaged chromosomes by homologous recombination. However, the lack of biochemical characterization of the ZGRF1 protein has hindered the understanding of its function. We have developed a facile protocol to express human ZGRF1 in insect cells and for its purification. We have also tuned biochemical assays by lowering the protein and DNA concentrations to analyze its functions in RAD51-mediated D-loop formation and dissociation. For complete details on the use and execution of this protocol, please refer to Brannvoll et al. (2020). Expression and purification of human ZGRF1 helicase in insect cells Protocol to analyze ZGRF1’s function in RAD51-mediated D-loop formation Protocol to analyze ZGRF1’s function in D-loop dissociation
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