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Zi X, Ma J, Li X, Wang H, Bao Y, Deng T, Yuan X. BUB1-deficiency suppresses kidney renal clear cell carcinoma progression via the PI3K/Akt pathway: A bioinformatics-oriented validating study. Mol Cell Probes 2025; 81:102024. [PMID: 40081509 DOI: 10.1016/j.mcp.2025.102024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2025] [Revised: 02/28/2025] [Accepted: 03/10/2025] [Indexed: 03/16/2025]
Abstract
Although great advances have been reached in the diagnosis, treatment and prognosis of kidney renal clear cell carcinoma (KIRC), the advancement of therapeutic strategies for KIRC in clinical practices have been seriously limited due to its unknown molecular mechanisms. To resolve this issue, through analyzing the datasets from the online UCSC database, a novel BUB1 gene was found to be elevated in the cancerous tissues compared to their normal tissues of KIRC, and and KIRC patients with high-expressed BUB1 tended to have a worse prognosis. The subsequent experiments validated that BUB1 protein was located in both nucleus and cytoplasm of KIRC cells, and the expression levels of BUB1 gene were significantly elevated in KIRC tissues and cells, in contrast to their normal counterparts. Loss-of-function experiments verified that knockdown of BUB1 suppressed cell proliferation, mobility, epithelial-mesenchymal transition (EMT) and tumor growth, whereas induced apoptotic cell death in the KIRC cells in vitro and in vivo. In addition, bioinformatics analysis predicted that the differentially-expressed genes (DEGs) in the BUB1-deficient cohorts were enriched in the cell division-related PI3K/Akt signal pathway, and we evidenced that silencing of BUB1 was capable of inactivating the downstream PI3K/Akt signal pathway. Of note, deficiency of BUB1-induced suppressing effects on the malignant phenotypes in KIRC cells were all reversed by co-treating cells with PI3K/Akt pathway activator 740Y-P. Furthermore, it was found that the expression status of BUB1 gene were related with epigenetic modifications, immune infiltration and immunotherapy responses in KIRC. Collectively, silencing of BUB1 inhibited the progression of KIRC through inactivating the downstream PI3K/Akt signal pathway, and BUB1 gene could be potentially used as biomarkers for the diagnosis and treatment of KIRC in clinic.
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Affiliation(s)
- Xiaolin Zi
- Department of Medical Oncology, Fourth Hospital of Harbin Medical University, Yiyuan Street No. 37, Nangang District, Harbin, 150001, China.
| | - Jinpeng Ma
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Gansu Urological Clinical Center, Lanzhou, China.
| | - Xiaoxia Li
- Department of Medical Laboratory, Fourth Affiliated Hospital of Harbin Medical University, Yiyuan Street No. 37, Nangang District, Harbin, 150001, China.
| | - Honglei Wang
- Urology Surgery Department, Harbin Medical University Cancer Hospital, Harbin, 150081, Heilongjiang, China.
| | - Yuchen Bao
- Urology Surgery Department, Harbin Medical University Cancer Hospital, Harbin, 150081, Heilongjiang, China.
| | - Tao Deng
- Department of Gastroenterology, Fourth Hospital of Harbin Medical University, Yiyuan Street No. 37, Nangang District, Harbin, 150001, China.
| | - Xueli Yuan
- Department of Medical Oncology, Fourth Hospital of Harbin Medical University, Yiyuan Street No. 37, Nangang District, Harbin, 150001, China.
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2
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Wagner RT, Hlady RA, Pan X, Wang L, Kim S, Zhao X, El Khoury LY, Shaikh S, Zhong J, Lee JH, Grembecka J, Cierpicki T, Ho TH, Robertson KD. SETD2 loss-of-function uniquely sensitizes cells to epigenetic targeting of NSD1-directed H3K36 methylation. Genome Biol 2025; 26:22. [PMID: 39910618 PMCID: PMC11800516 DOI: 10.1186/s13059-025-03483-z] [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: 05/09/2024] [Accepted: 01/24/2025] [Indexed: 02/07/2025] Open
Abstract
BACKGROUND SETD2 is the sole epigenetic factor responsible for catalyzing histone 3, lysine 36, tri-methylation (H3K36me3) in mammals. Its role in regulating cellular processes such as RNA splicing, DNA repair, and spurious transcription initiation underlies its broader tumor suppressor function. SETD2 mutation promotes the epithelial-mesenchymal transition and is clinically associated with adverse outcomes highlighting a therapeutic need to develop targeted therapies against this dangerous mutation. RESULTS We employ an unbiased genome-wide synthetic lethal screen, which identifies another H3K36me writer, NSD1, as a synthetic lethal modifier in SETD2-mutant cells. Confirmation of this synthetic lethal interaction is performed in isogenic clear cell renal cell carcinoma and immortalized renal epithelial cell lines, in mouse and human backgrounds. Depletion of NSD1 using a CRISPRi targeting approach promotes the loss of SETD2-mutant cells coincident with elevated levels of DNA damage and apoptosis. Surprisingly, only suppression of NSD1, but not related H3K36-methyltransferases, promotes synthetic lethality in these models. Mapping of genomic H3K36me2 targeting by NSD1 and NSD2 individually highlights the independent functions of these epigenetic writers. Furthermore, as a proof-of-principle, we demonstrate the therapeutic feasibility of targeting this synthetic lethal interaction by recapitulating the phenotype using BT5, a first-in-class pharmacologic inhibitor against NSD1. CONCLUSIONS These findings unify genome-wide screening approaches with the latest genetic and pharmacologic modeling methodologies to reveal an entirely novel epigenetic approach to individualize therapies against a challenging loss-of-function SETD2 mutation in cancer.
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Affiliation(s)
- Ryan T Wagner
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Stabile 12-70, Rochester, MN, 55905, USA
| | - Ryan A Hlady
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Stabile 12-70, Rochester, MN, 55905, USA
| | - Xiaoyu Pan
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Stabile 12-70, Rochester, MN, 55905, USA
| | - Liguo Wang
- Division of Computational Biology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Sungho Kim
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Stabile 12-70, Rochester, MN, 55905, USA
| | - Xia Zhao
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Stabile 12-70, Rochester, MN, 55905, USA
| | - Louis Y El Khoury
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Stabile 12-70, Rochester, MN, 55905, USA
| | - Shafiq Shaikh
- Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jian Zhong
- Epigenomics Development Laboratory, Mayo Clinic, CIM Epigenomics Program, Rochester, MN, USA
| | - Jeong-Heon Lee
- Epigenomics Development Laboratory, Mayo Clinic, CIM Epigenomics Program, Rochester, MN, USA
| | | | - Tomasz Cierpicki
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Thai H Ho
- Division of Hematology and Oncology, Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC, 29425, USA.
| | - Keith D Robertson
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Stabile 12-70, Rochester, MN, 55905, USA.
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3
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Zhang J, Chen B, Xu F, Wang R, Zhao X, Yao Z, Zhang J, Zhou S, Xu A, Wu L, Zhao G. Phospho-TRIM21 orchestrates RPA2 ubiquitination switch to promote homologous recombination and tumor radio/chemo-resistance. Oncogene 2025:10.1038/s41388-025-03288-1. [PMID: 39900724 DOI: 10.1038/s41388-025-03288-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 01/05/2025] [Accepted: 01/23/2025] [Indexed: 02/05/2025]
Abstract
RPA2, a key component of the RPA complex, is essential for single-stranded DNA (ssDNA) binding and DNA repair. However, the regulation of RPA2-ssDNA interaction and the recruitment of repair proteins following DNA damage remain incompletely understood. Our study uncovers a novel mechanism by which phosphorylated TRIM21 (Phospho-TRIM21) regulates RPA2 ubiquitination, thereby modulating homologous recombination and tumor radio/chemo-resistance. In the absence of DNA damage, TRIM21 mediates K63-linked ubiquitination of RPA2, countering K6-linked ubiquitination. Upon DNA damage, ubiquitination-modified RPA2 binds ssDNA, stabilizing the DNA structure and facilitating ATRIP/ATR recruitment. ATR subsequently phosphorylates TRIM21 at Ser41, leading to the dissociation of the TRIM21-RPA2 complex and a shift in RPA2 ubiquitination from K63 to K6 linkage. This shift maintains RPA2 ubiquitination homeostasis and stabilizes the RPA2-ATRIP complex, which is crucial for efficient homologous recombination (HR) repair and enhanced tumor radio/chemo-resistance. We also demonstrate that TRIM21 is frequently upregulated in cancers, and its depletion sensitizes cancer cells to radio/chemotherapy, suggesting its potential as a therapeutic target. This study provides novel insights into TRIM21's role in the DNA damage response and its implications for cancer treatment.
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Affiliation(s)
- Jie Zhang
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
- University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Bin Chen
- Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Feng Xu
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
- University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Ruru Wang
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
| | - Xipeng Zhao
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
- University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Zhicheng Yao
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
- University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Jie Zhang
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
- University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Shenglan Zhou
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
- University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - An Xu
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
| | - Lijun Wu
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China
- Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, Hefei, Anhui, 230601, China
| | - Guoping Zhao
- High Magnetic Field Laboratory, Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Chinese Academy of Sciences, Anhui Province Key Laboratory of Environmental Toxicology and Pollution Control Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China.
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4
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Johnson M, Turcotte S. Loss of SETD2 in wild-type VHL clear cell renal cell carcinoma sensitizes cells to STF-62247 and leads to DNA damage, cell cycle arrest, and cell death characteristic of pyroptosis. Mol Oncol 2024. [PMID: 39592433 DOI: 10.1002/1878-0261.13770] [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: 08/07/2024] [Revised: 10/01/2024] [Accepted: 11/08/2024] [Indexed: 11/28/2024] Open
Abstract
Loss of chromosome 3p and loss of heterogeneity of the von Hippel-Lindau (VHL) gene are common characteristics of clear cell renal cell carcinoma (ccRCC). Despite frequent mutations on VHL, a fraction of tumors still grows with the expression of wild-type (WT) VHL and evolve into an aggressive subtype. Additionally, mutations on chromatin-modifying genes, such as the gene coding for the histone methyltransferase SET containing domain 2 (SETD2), are essential to ccRCC evolution. We previously identified STF-62247, a small molecule first discovered as a synthetically lethal molecule for VHL-deficient cells by blocking late stages of autophagy. This study investigated how other commonly mutated genes in ccRCC could impact the response to STF-62247. We showed that SETD2 inactivation in ccRCC cells expressing WT-VHL became vulnerable to STF-62247, as indicated by decreases in cell proliferation and survival. Furthermore, activation of the DNA damage response pathway leads to the loss of M-phase inducer phosphatase 1 (CDC25A) and cell cycle arrest in S phase. Cleavage of both caspase-3 and gasdermin E suggests that STF-62247 eliminates WT-VHL ccRCC cells through pyroptosis specifically when SETD2 is inactivated.
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Affiliation(s)
- Mathieu Johnson
- Department of Chemistry and Biochemistry, Université de Moncton, Canada
- Atlantic Cancer Research Institute, Moncton, Canada
| | - Sandra Turcotte
- Department of Chemistry and Biochemistry, Université de Moncton, Canada
- Atlantic Cancer Research Institute, Moncton, Canada
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5
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Che X, Tian X, Wang Z, Zhu S, Ye S, Wang Y, Chen Y, Huang Y, Anwaier A, Yao P, Chen Y, Wu K, Liu Y, Xu W, Zhang H, Ye D. Systematic multiomics analysis and in vitro experiments suggest that ITGA5 could serve as a promising therapeutic target for ccRCC. Cancer Cell Int 2024; 24:363. [PMID: 39501306 PMCID: PMC11539770 DOI: 10.1186/s12935-024-03546-4] [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: 04/24/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Integrin alpha 5 (ITGA5) was previously confirmed to be related to prognosis in several cancer types; however, its function in clear cell renal cell carcinoma (ccRCC) and how this molecule regulates tumor progression and the tumor microenvironment (TME) remain to be elucidated. METHODS We investigated the prognostic implications of ITGA5 with a machine learning model and evaluated biological behaviors of different levels of ITGA5 expression in vitro. Bioinformatic analysis was performed to explain the comprehensive effect of ITGA5 on the TME and drug sensitivity. RESULTS We constructed a machine learning model to elaborate the prognostic implication of ITGA5. As tumorigenesis of ccRCC was tightly relevant with several mutant genes, we investigated the correlation between ITGA5 expression and frequent mutations and found ITGA5 upregulation in VHL mutant ccRCC (P = 0.016). Through overexpressing, silencing, and blocking ITGA5, we verified the role of ITGA5 in promoting ccRCC adverse biological activities; and the potential functions of ITGA5 in ccRCC were bioinformatically demonstrated, summarizing as cell proliferation, migration, and angiogenesis. The localization of ITGA5 primarily in endothelia and macrophages further verified its magnitude in angiogenesis and aroused our excavation in ITGA5 regulation of immune infiltration landscape. Generally, ITGA5-high ccRCC presented an immunosuppressive TME by inducing a lower level of CD8 + T cell infiltration. For the last part we predicted drug sensitivity relevant to ITGA5 and concluded that a joint medication of ITGA5 inhibitors and VEGFR-target drugs (including sunitinib, axitinib, pazopanib, and motesanib) might be a promising therapeutic strategy. CONCLUSION Our findings clarified the adverse outcome induced by high expression of ITGA5 in ccRCC patients. In vitro experiments and bioinformatical analysis identified ITGA5 function as predominantly cell proliferation, migration, angiogenesis, and macrophage recruitment. Further, we predicted immune infiltration and medication sensitivity regulation by ITGA5 and proposed a joint use of ITGA5 inhibitors and anti-angiogenetic drugs as a potential potent therapeutic strategy.
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Grants
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
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Affiliation(s)
- Xiangxian Che
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Zhenda Wang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Shuxuan Zhu
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Shiqi Ye
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yue Wang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yihan Chen
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yiyun Huang
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Peifeng Yao
- School of Informatics, Xiamen University, Xiamen, 361102, People's Republic of China
| | - Yijia Chen
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Keting Wu
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yifei Liu
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
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6
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Xiong B, Liu W, Liu Y, Chen T, Lin A, Song J, Qu L, Luo P, Jiang A, Wang L. A Multi-Omics Prognostic Model Capturing Tumor Stemness and the Immune Microenvironment in Clear Cell Renal Cell Carcinoma. Biomedicines 2024; 12:2171. [PMID: 39457484 PMCID: PMC11504857 DOI: 10.3390/biomedicines12102171] [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: 08/06/2024] [Revised: 09/11/2024] [Accepted: 09/20/2024] [Indexed: 10/28/2024] Open
Abstract
Background: Cancer stem-like cells (CSCs), a distinct subset recognized for their stem cell-like abilities, are intimately linked to the resistance to radiotherapy, metastatic behaviors, and self-renewal capacities in tumors. Despite their relevance, the definitive traits and importance of CSCs in the realm of oncology are still not fully comprehended, particularly in the context of clear cell renal cell carcinoma (ccRCC). A comprehensive understanding of these CSCs' properties in relation to stemness, and their impact on the efficacy of treatment and resistance to medication, is of paramount importance. Methods: In a meticulous research effort, we have identified new molecular categories designated as CRCS1 and CRCS2 through the application of an unsupervised clustering algorithm. The analysis of these subtypes included a comprehensive examination of the tumor immune environment, patterns of metabolic activity, progression of the disease, and its response to immunotherapy. In addition, we have delved into understanding these subtypes' distinctive clinical presentations, the landscape of their genomic alterations, and the likelihood of their response to various pharmacological interventions. Proceeding from these insights, prognostic models were developed that could potentially forecast the outcomes for patients with ccRCC, as well as inform strategies for the surveillance of recurrence after treatment and the handling of drug-resistant scenarios. Results: Compared with CRCS1, CRCS2 patients had a lower clinical stage/grading and a better prognosis. The CRCS2 subtype was in a hypoxic state and was characterized by suppression and exclusion of immune function, which was sensitive to gefitinib, erlotinib, and saracatinib. The constructed prognostic risk model performed well in both training and validation cohorts, helping to identify patients who may benefit from specific treatments or who are at risk of recurrence and drug resistance. A novel therapeutic target, SAA2, regulating neutrophil and fibroblast infiltration, and, thus promoting ccRCC progression, was identified. Conclusions: Our findings highlight the key role of CSCs in shaping the ccRCC tumor microenvironment, crucial for therapy research and clinical guidance. Recognizing tumor stemness helps to predict treatment efficacy, recurrence, and drug resistance, informing treatment strategies and enhancing ccRCC patient outcomes.
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Affiliation(s)
- Beibei Xiong
- Department of Oncology, The First People’s Hospital of Shuangliu District, Chengdu 610200, China;
| | - Wenqiang Liu
- Department of Urology, Changhai Hospital, Navel Medical University (Second Military Medical University), Shanghai 200433, China; (W.L.); (Y.L.); (T.C.); (J.S.)
| | - Ying Liu
- Department of Urology, Changhai Hospital, Navel Medical University (Second Military Medical University), Shanghai 200433, China; (W.L.); (Y.L.); (T.C.); (J.S.)
| | - Tong Chen
- Department of Urology, Changhai Hospital, Navel Medical University (Second Military Medical University), Shanghai 200433, China; (W.L.); (Y.L.); (T.C.); (J.S.)
| | - Anqi Lin
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China; (A.L.); (P.L.)
| | - Jiaao Song
- Department of Urology, Changhai Hospital, Navel Medical University (Second Military Medical University), Shanghai 200433, China; (W.L.); (Y.L.); (T.C.); (J.S.)
| | - Le Qu
- Department of Urology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing 210002, China;
| | - Peng Luo
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China; (A.L.); (P.L.)
| | - Aimin Jiang
- Department of Urology, Changhai Hospital, Navel Medical University (Second Military Medical University), Shanghai 200433, China; (W.L.); (Y.L.); (T.C.); (J.S.)
| | - Linhui Wang
- Department of Urology, Changhai Hospital, Navel Medical University (Second Military Medical University), Shanghai 200433, China; (W.L.); (Y.L.); (T.C.); (J.S.)
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7
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Weng Y, Xue J, Niu N. SETD2 in cancer: functions, molecular mechanisms, and therapeutic regimens. Cancer Biol Med 2024; 21:j.issn.2095-3941.2024.0201. [PMID: 39302028 PMCID: PMC11414219 DOI: 10.20892/j.issn.2095-3941.2024.0201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 08/13/2024] [Indexed: 09/22/2024] Open
Affiliation(s)
- Yawen Weng
- State Key Laboratory of Systems Medicine for Cancer, Stem Cell Research Center, Ren Ji Hospital, Shanghai Cancer Institute, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Jing Xue
- State Key Laboratory of Systems Medicine for Cancer, Stem Cell Research Center, Ren Ji Hospital, Shanghai Cancer Institute, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Ningning Niu
- State Key Laboratory of Systems Medicine for Cancer, Stem Cell Research Center, Ren Ji Hospital, Shanghai Cancer Institute, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
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Shahini A, Riazalhosseini Y. Combination of PARP and DNA methylation inhibitors as a potential personalized therapy for SETD2-mutated clear-cell renal cancers. Transl Androl Urol 2024; 13:1315-1318. [PMID: 39100825 PMCID: PMC11291424 DOI: 10.21037/tau-24-20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/17/2024] [Indexed: 08/06/2024] Open
Affiliation(s)
- Ali Shahini
- Department of Human Genetics, McGill University, Montreal, Canada
- Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montreal, Quebec, Canada
| | - Yasser Riazalhosseini
- Department of Human Genetics, McGill University, Montreal, Canada
- Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montreal, Quebec, Canada
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Lee AV, Nestler KA, Chiappinelli KB. Therapeutic targeting of DNA methylation alterations in cancer. Pharmacol Ther 2024; 258:108640. [PMID: 38570075 DOI: 10.1016/j.pharmthera.2024.108640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 03/13/2024] [Accepted: 03/22/2024] [Indexed: 04/05/2024]
Abstract
DNA methylation is a critical component of gene regulation and plays an important role in the development of cancer. Hypermethylation of tumor suppressor genes and silencing of DNA repair pathways facilitate uncontrolled cell growth and synergize with oncogenic mutations to perpetuate cancer phenotypes. Additionally, aberrant DNA methylation hinders immune responses crucial for antitumor immunity. Thus, inhibiting dysregulated DNA methylation is a promising cancer therapy. Pharmacologic inhibition of DNA methylation reactivates silenced tumor suppressors and bolster immune responses through induction of viral mimicry. Now, with the advent of immunotherapies and discovery of the immune-modulatory effects of DNA methylation inhibitors, there is great interest in understanding how targeting DNA methylation in combination with other therapies can enhance antitumor immunity. Here, we describe the role of aberrant DNA methylation in cancer and mechanisms by which it promotes tumorigenesis and modulates immune responses. Finally, we review the initial discoveries and ongoing efforts to target DNA methylation as a cancer therapeutic.
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Affiliation(s)
- Abigail V Lee
- Department of Microbiology, Immunology, & Tropical Medicine, The George Washington University, Washington, DC, USA
| | - Kevin A Nestler
- Department of Microbiology, Immunology, & Tropical Medicine, The George Washington University, Washington, DC, USA
| | - Katherine B Chiappinelli
- Department of Microbiology, Immunology, & Tropical Medicine, The George Washington University, Washington, DC, USA.
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