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Chen Y, Fan Z, Luo Z, Kang X, Wan R, Li F, Lin W, Han Z, Qi B, Lin J, Sun Y, Huang J, Xu Y, Chen S. Impacts of Nutlin-3a and exercise on murine double minute 2-enriched glioma treatment. Neural Regen Res 2025; 20:1135-1152. [PMID: 38989952 PMCID: PMC11438351 DOI: 10.4103/nrr.nrr-d-23-00875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 12/21/2023] [Indexed: 07/12/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202504000-00029/figure1/v/2024-07-06T104127Z/r/image-tiff Recent research has demonstrated the impact of physical activity on the prognosis of glioma patients, with evidence suggesting exercise may reduce mortality risks and aid neural regeneration. The role of the small ubiquitin-like modifier (SUMO) protein, especially post-exercise, in cancer progression, is gaining attention, as are the potential anti-cancer effects of SUMOylation. We used machine learning to create the exercise and SUMO-related gene signature (ESLRS). This signature shows how physical activity might help improve the outlook for low-grade glioma and other cancers. We demonstrated the prognostic and immunotherapeutic significance of ESLRS markers, specifically highlighting how murine double minute 2 (MDM2), a component of the ESLRS, can be targeted by nutlin-3. This underscores the intricate relationship between natural compounds such as nutlin-3 and immune regulation. Using comprehensive CRISPR screening, we validated the effects of specific ESLRS genes on low-grade glioma progression. We also revealed insights into the effectiveness of Nutlin-3a as a potent MDM2 inhibitor through molecular docking and dynamic simulation. Nutlin-3a inhibited glioma cell proliferation and activated the p53 pathway. Its efficacy decreased with MDM2 overexpression, and this was reversed by Nutlin-3a or exercise. Experiments using a low-grade glioma mouse model highlighted the effect of physical activity on oxidative stress and molecular pathway regulation. Notably, both physical exercise and Nutlin-3a administration improved physical function in mice bearing tumors derived from MDM2-overexpressing cells. These results suggest the potential for Nutlin-3a, an MDM2 inhibitor, with physical exercise as a therapeutic approach for glioma management. Our research also supports the use of natural products for therapy and sheds light on the interaction of exercise, natural products, and immune regulation in cancer treatment.
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Affiliation(s)
- Yisheng Chen
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Zhongcheng Fan
- Department of Orthopedic Surgery, Hainan Province Clinical Medical Center, Haikou Affiliated Hospital of Central South University Xiangya School of Medicine, Haikou, Hainan Province, China
| | - Zhiwen Luo
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Xueran Kang
- Department of Basic Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Renwen Wan
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Fangqi Li
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Weiwei Lin
- Department of Neurosurgery, Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, China
| | - Zhihua Han
- Department of Orthopedics, Shanghai General Hospital, School of Medicine Shanghai Jiao Tong University, Shanghai, China
| | - Beijie Qi
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Jinrong Lin
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Yaying Sun
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Jiebin Huang
- Department of Infectious Diseases, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Yuzhen Xu
- Department of Rehabilitation, The Second Affiliated Hospital of Shandong First Medical University, Taian, Shandong Province, China
| | - Shiyi Chen
- Department of Sport Medicine, Huashan Hospital, Fudan University, Shanghai, China
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Chen D, Cao H, Zheng X, Wang H, Han Z, Wang W. Immune checkpoint gene signature assesses immune infiltration profiles in bladder cancer and identifies KRT23 as an immunotherapeutic target. BMC Cancer 2024; 24:1024. [PMID: 39160525 PMCID: PMC11331755 DOI: 10.1186/s12885-024-12790-w] [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: 06/04/2024] [Accepted: 08/09/2024] [Indexed: 08/21/2024] Open
Abstract
BACKGROUND In the past few decades, researchers have made promising progress, including the development of immune checkpoint inhibitors (ICIs) in the therapy of bladder cancer (BLCA). Existing studies mainly focus on single immune checkpoint inhibitors but lack relevant studies on the gene expression profiles of multiple immune checkpoints. METHODS RNA-sequencing profiling data and clinical information of BLCA patients and normal human bladder samples were acquired from the Cancer Genome Atlas and Gene Expression Omnibus databases and analyzed to identify different expression profiles of immune checkpoint genes (ICGs) after consensus clustering analysis. Based on the 526 intersecting differentially expressed genes, the LASSO Cox regression analysis was utilized to construct the ICG signature. RESULTS According to the expression of ICGs, BLCA patients were divided into three subtypes with different phenotypic and mechanistic characteristics. Furthermore, the developed ICG signature were independent predictors of outcome in BLCA patients, and was correlated with the immune infiltration, the expression of ICGs and chemotherapeutic effect. CONCLUSIONS This study systematically and comprehensively analyzed the expression profile of immune checkpoint genes, and established the ICG signature to investigate the differences in ICGs expression and tumor immune microenvironment, which will help risk stratification and accelerate precision medicine. Finally, we identified KRT23 as the most critical model gene, and highlighted KRT23 as a potential target to enhance immunotherapy against BLCA.
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Affiliation(s)
- Dongshan Chen
- Department of Urology, Beijing Chaoyang Hospital Affiliated Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China
- Department of Urology, Qilu Hospital of Shandong University, Wenhuaxi Road #107, Jinan, 250012, China
| | - Haoyuan Cao
- Department of Urology, Beijing Chaoyang Hospital Affiliated Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China
| | - Xiang Zheng
- Department of Urology, Beijing Chaoyang Hospital Affiliated Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China
| | - Haojun Wang
- Department of Urology, Beijing Chaoyang Hospital Affiliated Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China
| | - Zengchi Han
- Department of Urology, The Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, NO.1 Jingba Road, Shizhong District, Jinan, 250001, China.
| | - Wei Wang
- Department of Urology, Beijing Chaoyang Hospital Affiliated Capital Medical University, 8 Gong Ti Nan Road, Chaoyang District, Beijing, 100020, China.
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Yue Z, Wang D, Li X. A promising anoikis-related prognostic signature predicts prognosis of skin cutaneous melanoma. J Cancer Res Clin Oncol 2023; 149:17757-17770. [PMID: 37930439 DOI: 10.1007/s00432-023-05468-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 10/09/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND Skin cutaneous melanoma (SKCM) is a highly aggressive disease with a poor prognosis for advanced tumors. Anoikis is a caspase-dependent cell death process triggered by extracellular matrix (ECM) detachment, rectifies detachment-induced metabolic defects that compromise cell survival, recent study revealed the crucial role of anoikis for cancer cells to survive during metastasis. However, limited research focused on the role of anoikis in SKCM. METHODS Our study utilized the 27 anoikis-related genes (ARGs) to divide SKCM patients into two clusters, and obtain differentially expressed genes (DEGs) for each cluster. These DEGs were used in stepwise Cox regression analysis to develop a prediction model for SKCM patients consisting of nine ARGs, called the anoikis-related signature (ARS). Subsequently, we used the risk scores calculated from the ARS to divide SKCM patients into two groups and explored differences in immune microenvironment, immune checkpoint reactivity, and drug sensitivity between the groups. RESULTS Nine ARGs were identified to stratify SKCM patients into two risk groups, patients in the high-risk group had a poor prognosis and suppressed immune cell infiltration. Moreover, higher expression of immune checkpoint molecules and a greater sensitivity to immunotherapy and chemotherapy drugs were observed in the low-risk group. Finally, all of the ARS hub genes were found to be upregulated in SKCM tissues and cell lines. CONCLUSION A novel ARGs signature was identified for predicting the prognosis of SKCM. Based on the immune landscape associated with ARS discovered in our study, targeting ARS hub genes may be a promising treatment for SKCM.
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Affiliation(s)
- Zhanghui Yue
- Department of Dermatology, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Yuelu District, Changsha, 410000, Hunan Province, People's Republic of China
| | - Dan Wang
- Department of Dermatology, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Yuelu District, Changsha, 410000, Hunan Province, People's Republic of China.
| | - Xuemei Li
- Department of Dermatology, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Yuelu District, Changsha, 410000, Hunan Province, People's Republic of China
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Chen H, Xu N, Xu J, Zhang C, Li X, Xu H, Zhu W, Li J, Liang D, Zhou W. A risk signature based on endoplasmic reticulum stress-associated genes predicts prognosis and immunity in pancreatic cancer. Front Mol Biosci 2023; 10:1298077. [PMID: 38106991 PMCID: PMC10721979 DOI: 10.3389/fmolb.2023.1298077] [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: 09/21/2023] [Accepted: 11/15/2023] [Indexed: 12/19/2023] Open
Abstract
Introduction: The involvement of endoplasmic reticulum (ER) stress in cancer biology is increasingly recognized, yet its role in pancreatic cancer (PC) remains unclear. This study aims to elucidate the impact of ER stress on prognosis and biological characteristics in PC patients. Methods: A bioinformatic analysis was conducted using RNA-seq data and clinicopathological information from PC patients in the TCGA and ICGC databases. The ER stress-associated gene sets were extracted from MSigDB. ER stress-associated genes closely linked with overall survival (OS) of PC patients were identified via log-rank test and univariate Cox analysis, and further narrowed by LASSO method. A risk signature associated with ER stress was formulated using multivariate Cox regression and assessed through Kaplan-Meier curves, receiver operating characteristic (ROC) analyses, and Harrell's concordance index. External validation was performed with the ICGC cohort. The single-sample gene-set enrichment analysis (ssGSEA) algorithm appraised the immune cell infiltration landscape. Results: Worse OS in PC patients with high-risk signature score was observed. Multivariate analysis underscored our ER stress-associated signature as a valuable and independent predictor of prognosis. Importantly, these results based on TCGA were further validated in ICGC dataset. In addition, our risk signature was closely associated with homeostasis, protein secretion, and immune regulation in PC patients. In particular, PC microenvironment in the high-risk cluster exhibited a more immunosuppressive status. At last, we established a nomogram model by incorporating the risk signature and clinicopathological parameters, which behaves better in predicting prognosis of PC patients. Discussion: This comprehensive molecular analysis presents a new predictive model for the prognosis of PC patients, highlighting ER stress as a potential therapeutic target. Besides, the findings indicate that ER stress can have effect modulating PC immune responses.
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Affiliation(s)
- Haofei Chen
- The Second Clinical Medical School, Lanzhou University, Lanzhou, China
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China
| | - Ning Xu
- The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Jia Xu
- Wuhan Blood Center, Wuhan, China
| | - Cheng Zhang
- The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xin Li
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China
| | - Hao Xu
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Weixiong Zhu
- The Second Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Jinze Li
- Department of Gastrointestinal Surgery, The Third People’s Hospital of Hubei Province, Wuhan, China
| | - Daoming Liang
- The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Wence Zhou
- The Second Clinical Medical School, Lanzhou University, Lanzhou, China
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China
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