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Wan S, Gao Y, Wu S, Wang H, Tong J, Wei W, Ren H, Yang D, He H, Ye H, Cai H. Somatic mutation of targeted sequencing identifies risk stratification in advanced ovarian clear cell carcinoma. Gynecol Oncol 2024; 191:56-66. [PMID: 39342920 DOI: 10.1016/j.ygyno.2024.09.017] [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: 08/19/2024] [Revised: 09/19/2024] [Accepted: 09/20/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND Ovarian clear cell carcinoma (OCCC) is a unique subtype of epithelial ovarian cancer. Advanced OCCC display a poor prognosis. Therefore, we aimed to make risk stratification for precise medicine. METHODS We performed a large next generation sequencing (NGS) gene panel on 44 patients with OCCC in FIGO stage II-IV. Then, by machine learning algorithms, including extreme gradient boosting (XGBoost), random survival forest (RSF), and Cox regression, we screened for feature genes associated with prognosis and constructed a 5-gene panel for risk stratification. The prediction efficacy of the 5-gene panel was compared with FIGO stage and residual disease by receiver operating characteristic curve and decision curve analysis. RESULTS The feature mutated genes related to prognosis, selected by machine learning algorithms, include MUC16, ATM, NOTCH3, KMT2A, and CTNNA1. The 5-gene panel can effectively distinguish the prognosis, as well as platinum response, of advanced OCCC in both internal and external cohorts, with the predictive capability superior to FIGO stage and residual disease. CONCLUSIONS Mutations in genes, including MUC16, ATM, NOTCH3, KMT2A, and CTNNA1, were associated with the poor prognosis of advanced OCCC. The risk stratification according to these genes demonstrated acceptable prediction power of prognosis and platinum response, suggesting the potential to be a novel target for precision medicine.
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Affiliation(s)
- Shimeng Wan
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China
| | - Yang Gao
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China
| | - Sisi Wu
- Gynecology Department, Yichang Central People 's Hospital, China
| | - Hua Wang
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China
| | - Jiyu Tong
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China
| | - Wei Wei
- Gynecology Department, Yichang Central People 's Hospital, China
| | - Hang Ren
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China
| | - Danni Yang
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China
| | - Hao He
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China
| | - Hong Ye
- Gynecology Department, Yichang Central People 's Hospital, China.
| | - Hongbing Cai
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, China; Hubei Cancer Clinical Study Center, Wuhan, China.
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Ashraf S, Deshpande N, Cheung Q, Asabere JB, Wong RJ, Gauthier AG, Parekh M, Adhikari Y, Melangath G, Jurkunas UV. Modulation of ATM enhances DNA repair in G2/M phase of cell cycle and averts senescence in Fuchs endothelial corneal dystrophy. Commun Biol 2024; 7:1482. [PMID: 39523410 PMCID: PMC11551145 DOI: 10.1038/s42003-024-07179-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024] Open
Abstract
Fuchs Endothelial Corneal Dystrophy (FECD) is an aging disorder characterized by expedited loss of corneal endothelial cells (CEnCs) and heightened DNA damage compared to normal CEnCs. We previously established that ultraviolet-A (UVA) light causes DNA damage and leads to FECD phenotype in a non-genetic mouse model. Here, we demonstrate that acute treatment with chemical stressor, menadione, or physiological stressors, UVA, and catechol estrogen (4-OHE2), results in an early and increased activation of ATM-mediated DNA damage response in FECD compared to normal CEnCs. Acute stress with UVA and 4OHE2 causes (i) greater cell-cycle arrest and DNA repair in G2/M phase, and (ii) greater cytoprotective senescence in NQO1-/- compared to NQO1+/+ cells, which was reversed upon ATM inhibition. Chronic stress with UVA and 4OHE2 results in ATM-driven cell-cycle arrest in G0/G1 phase, reduced DNA repair, and cytotoxic senescence, due to sustained damage. Likewise, UVA-induced cell-cycle reentry, gamma-H2AX foci, and senescence-associated heterochromatin were reduced in Atm-null mice. Remarkably, inhibiting ATM activation with KU-55933 restored DNA repair in G2/M phase and attenuated senescence in chronic cellular model of FECD lacking NQO1. This study provides insights into understanding the pivotal role of ATM in regulating cell-cycle, DNA repair, and senescence, in oxidative-stress disorders like FECD.
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Affiliation(s)
- Shazia Ashraf
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Neha Deshpande
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Queenie Cheung
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Jeffrey Boakye Asabere
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Raymond Jeff Wong
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Alex G Gauthier
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Mohit Parekh
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Yadav Adhikari
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Geetha Melangath
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA
| | - Ula V Jurkunas
- Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA.
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Das SK, Karmakar S, Venkatachalapathy H, Jha RK, Batchelor E, Levens D. Excessive MYC-topoisome activity triggers acute DNA damage, MYC degradation, and replacement by a p53-topoisome. Mol Cell 2024; 84:4059-4078.e10. [PMID: 39481385 PMCID: PMC11560571 DOI: 10.1016/j.molcel.2024.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 06/28/2024] [Accepted: 10/03/2024] [Indexed: 11/02/2024]
Abstract
Hyperproliferation driven by the protooncogene MYC may lead to tumor suppressor p53 activating DNA damage that has been presumed to derive from hypertranscription and over-replication. Here, we report that excessive MYC-topoisome (MYC/topoisomerase 1/topoisomerase 2) activity acutely damages DNA-activating pATM and p53. In turn, MYC is shut off and degraded, releasing TOP1 and TOP2A from MYC topoisomes in vitro and in vivo. To manage the topological and torsional stress generated at its target genes, p53 assembles a separate topoisome. Because topoisomerase activity is intrinsically DNA damaging, p53 topoisomes provoke an initial burst of DNA damage. Because p53, unlike MYC, upregulates the DNA-damage response (DDR) and activates tyrosyl-DNA-phosphodiesterase (TDP) 1 and TDP2, it suppresses further topoisome-mediated damage. The physical coupling and activation of TOP1 and TOP2 by p53 creates a tool that supports p53-target expression while braking MYC-driven proliferation in mammalian cells.
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Affiliation(s)
- Subhendu K Das
- Laboratory of Pathology, National Cancer Institute, Bethesda, MD 20892, USA
| | - Sharmistha Karmakar
- Energy Storage and Technology Department, Energy and Environment Science and Technology Division, Idaho National Laboratory, Idaho Falls, ID 83415, USA
| | | | - Rajiv Kumar Jha
- Laboratory of Pathology, National Cancer Institute, Bethesda, MD 20892, USA
| | - Eric Batchelor
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN, USA
| | - David Levens
- Laboratory of Pathology, National Cancer Institute, Bethesda, MD 20892, USA.
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Manguso N, Kim M, Joshi N, Al Mahmud MR, Aldaco J, Suzuki R, Cortes-Ledesma F, Cui X, Yamada S, Takeda S, Giuliano A, You S, Tanaka H. TDP2 is a regulator of estrogen-responsive oncogene expression. NAR Cancer 2024; 6:zcae016. [PMID: 38596431 PMCID: PMC11000318 DOI: 10.1093/narcan/zcae016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 02/19/2024] [Accepted: 03/14/2024] [Indexed: 04/11/2024] Open
Abstract
With its ligand estrogen, the estrogen receptor (ER) initiates a global transcriptional program, promoting cell growth. This process involves topoisomerase 2 (TOP2), a key protein in resolving topological issues during transcription by cleaving a DNA duplex, passing another duplex through the break, and repairing the break. Recent studies revealed the involvement of various DNA repair proteins in the repair of TOP2-induced breaks, suggesting potential alternative repair pathways in cases where TOP2 is halted after cleavage. However, the contribution of these proteins in ER-induced transcriptional regulation remains unclear. We investigated the role of tyrosyl-DNA phosphodiesterase 2 (TDP2), an enzyme for the removal of halted TOP2 from the DNA ends, in the estrogen-induced transcriptome using both targeted and global transcription analyses. MYC activation by estrogen, a TOP2-dependent and transient event, became prolonged in the absence of TDP2 in both TDP2-deficient cells and mice. Bulk and single-cell RNA-seq analyses defined MYC and CCND1 as oncogenes whose estrogen response is tightly regulated by TDP2. These results suggest that TDP2 may inherently participate in the repair of estrogen-induced breaks at specific genomic loci, exerting precise control over oncogenic gene expression.
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Affiliation(s)
- Nicholas Manguso
- Department of Surgery, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
| | - Minhyung Kim
- Department of Urology and Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
| | - Neeraj Joshi
- Department of Surgery, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
| | - Md Rasel Al Mahmud
- Department of Radiation Genetics, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan
| | - Juan Aldaco
- Department of Surgery, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
| | - Ryusuke Suzuki
- Department of Surgery, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
| | - Felipe Cortes-Ledesma
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), CSIC-Universidad de Sevilla-Universidad Pablo de Olavide, Sevilla, 41092, Spain
| | - Xiaojiang Cui
- Department of Surgery, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, West Hollywood, CA 90048, USA
| | - Shintaro Yamada
- Department of Radiation Genetics, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan
| | - Shunichi Takeda
- Department of Radiation Genetics, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan
| | - Armando Giuliano
- Department of Surgery, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, West Hollywood, CA 90048, USA
| | - Sungyong You
- Department of Urology and Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, West Hollywood, CA 90048, USA
| | - Hisashi Tanaka
- Department of Surgery, Cedars-Sinai Medical Center, West Hollywood, CA 90048 USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, West Hollywood, CA 90048, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, West Hollywood, CA 90048, USA
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Jha RK, Kouzine F, Levens D. MYC function and regulation in physiological perspective. Front Cell Dev Biol 2023; 11:1268275. [PMID: 37941901 PMCID: PMC10627926 DOI: 10.3389/fcell.2023.1268275] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/12/2023] [Indexed: 11/10/2023] Open
Abstract
MYC, a key member of the Myc-proto-oncogene family, is a universal transcription amplifier that regulates almost every physiological process in a cell including cell cycle, proliferation, metabolism, differentiation, and apoptosis. MYC interacts with several cofactors, chromatin modifiers, and regulators to direct gene expression. MYC levels are tightly regulated, and deregulation of MYC has been associated with numerous diseases including cancer. Understanding the comprehensive biology of MYC under physiological conditions is an utmost necessity to demark biological functions of MYC from its pathological functions. Here we review the recent advances in biological mechanisms, functions, and regulation of MYC. We also emphasize the role of MYC as a global transcription amplifier.
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Affiliation(s)
| | | | - David Levens
- Gene Regulation Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute (NCI), Bethesda, MD, United States
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