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Li MH, Yang Y, Dong QQ, Tao H, Lu C, Yang JJ. Novel epitranscriptomic and epigenetic therapeutic strategies and targets for ferroptosis in liver fibrosis. Eur J Pharmacol 2025; 996:177344. [PMID: 40015597 DOI: 10.1016/j.ejphar.2025.177344] [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: 11/17/2024] [Revised: 01/23/2025] [Accepted: 01/31/2025] [Indexed: 03/01/2025]
Abstract
Liver fibrosis is characterized by an excessive accumulation of extracellular matrix (ECM) and the activation of hepatic stellate cells (HSCs), which are influenced by epitranscriptomic and epigenetic factors. Recent advancements in epigenetic and epitranscriptomic research have revealed new opportunities for therapeutic interventions, particularly through the regulation of ferroptosis, a type of programmed cell death that is specifically linked to iron-dependent lipid peroxidation. In the context of liver fibrosis, a progressive scarring process that can progress to cirrhosis and ultimately end-stage liver disease, targeting these regulatory mechanisms to modulate ferroptosis presents a promising therapeutic strategy. This review aims to consolidate current knowledge on the epigenetic and epitranscriptomic control of ferroptosis and investigate its potential implications for the treatment of liver fibrosis.
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Affiliation(s)
- Ming-Hui Li
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China; School of Pharmacy, Anhui Medical University, Hefei, 230032, China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Yang Yang
- Department of General Surgery, Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University, Suzhou, 215153, China
| | - Qi-Qi Dong
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China; School of Pharmacy, Anhui Medical University, Hefei, 230032, China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Hui Tao
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
| | - Chao Lu
- First Affiliated Hospital, Anhui University of Science & Technology, Huainan, 232001, China.
| | - Jing-Jing Yang
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
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Li N, Jing Y, Xu L, Wang M. METTL1 Enhances RRP9 mRNA Stability Through m7G Modification to Drive Colorectal Tumorigenesis. Mol Carcinog 2025; 64:858-869. [PMID: 39960239 DOI: 10.1002/mc.23892] [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: 10/17/2024] [Revised: 01/22/2025] [Accepted: 01/24/2025] [Indexed: 04/12/2025]
Abstract
METTL1, a well-established RNA methyltransferase for the N(7)-methylguanosine (m7G) methylation modification, is responsible for human tumorigenesis. Here, we aimed to examine the activity and molecular determinants of METTL1 in colorectal cancer (CRC) development. METTL1 and ribosomal RNA processing 9 (RRP9) mRNA analysis was performed by quantitative PCR. Protein expression was detected by immunoblotting and immunohistochemistry (IHC). Cell sphere formation, invasion, and proliferation were assessed by sphere formation, transwell, and MTT assays, respectively. Cell migration was tested by transwell and wound healing assays. Subcutaneous xenografts were produced to analyze the role in vivo. The influence of METTL1 in m7G methylation and stability of RRP9 mRNA was evaluated by methylated immunoprecipitation (MeRIP) assay and Actinomycin D (Act D) treatment, respectively. METTL1 was highly expressed in CRC tumors and cell lines. METTL1 depletion suppressed CRC cell proliferation, invasiveness, migratory ability, and sphere formation potential in vitro, while increased METTL1 expression had opposite effects. METTL1 positively correlated with RRP9 expression in CRC. Mechanistically, METTL1 promoted RRP9 mRNA stability by mediating its m7G methylation, and METTL1 regulated the PI3K/AKT signaling by RRP9. Increased RRP9 expression partially reversed the suppressive effects of METTL1 depletion on CRC cell phenotypes in vitro. METTL1 depletion impeded the growth of HCT-116 subcutaneous xenografts in vivo by RRP9. Our observations identified METTL1 as a crucial protumorigenic factor to drive growth, metastasis, and stemness of CRC cells through RRP9, offering new targets for combating CRC.
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Affiliation(s)
- Nan Li
- Department of Gastroenterology, Jilin Province People's Hospital, Changchun, China
| | - Ying Jing
- Department of Gastroenterology, Jilin Province People's Hospital, Changchun, China
| | - Long Xu
- Department of Gastroenterology, Jilin Province People's Hospital, Changchun, China
| | - Maonan Wang
- Department of Abdominal Tumor Surgery, Jilin Cancer Hospital, Changchun, China
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Zheng G, Lu M, Ouyang Y, Sun G. RNA methylation: A new perspective in osteoarthritis research. Gene 2025; 959:149518. [PMID: 40254081 DOI: 10.1016/j.gene.2025.149518] [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: 02/04/2025] [Revised: 04/10/2025] [Accepted: 04/16/2025] [Indexed: 04/22/2025]
Abstract
Osteoarthritis (OA) is a prevalent degenerative joint disease characterized by cartilage degradation, osteophyte formation, and joint dysfunction, significantly impairing the quality of life in the elderly population. Recently, RNA modifications, as a dynamic and reversible epigenetic modification, have emerged as critical players in the onset and progression of OA. This review systematically summarizes the major types of RNA modifications involved in OA, including N6-methyladenosine (m6A), 5-methylcytosine (m5C), and 7-methylguanosine (m7G), and explores their roles in regulating chondrocyte autophagy, inflammatory responses, and key signaling pathways. with a primary focus on RNA methylation. Special emphasis is placed on the dynamic regulatory functions of key methyltransferases (e.g., METTL3, FTO, WTAP) and their potential contributions to OA pathogenesis. Furthermore, we address current research hotspots and controversies in the field, proposing future research directions, such as leveraging single-cell sequencing to decipher dynamic RNA modification changes during OA progression and uncovering the cooperative networks among various RNA modifications. Advancing our understanding of the biological roles and mechanisms of RNA modifications holds promise for innovative strategies in the early diagnosis, disease stratification, and targeted therapy of OA.
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Affiliation(s)
- Guihao Zheng
- Department of Sports Medicine, Orthopaedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, China; Graduate School of Jiangxi Medical College, Nanchang University, China.
| | - Meifeng Lu
- Department of Sports Medicine, Orthopaedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, China; Graduate School of Jiangxi Medical College, Nanchang University, China.
| | - Yulong Ouyang
- Department of Sports Medicine, Orthopaedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, China.
| | - Guicai Sun
- Department of Sports Medicine, Orthopaedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, China.
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Xu C, Yu XH, Wang G, Luo W, Chen L, Xia XD. The m 7G methylation modification: An emerging player of cardiovascular diseases. Int J Biol Macromol 2025; 309:142940. [PMID: 40210060 DOI: 10.1016/j.ijbiomac.2025.142940] [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: 11/27/2024] [Revised: 04/05/2025] [Accepted: 04/06/2025] [Indexed: 04/12/2025]
Abstract
Cardiovascular diseases severely endanger human health and are closely associated with epigenetic dysregulation. N7-methylguanosine (m7G), one of the common epigenetic modifications, is present in many different types of RNA molecules and has attracted significant attention due to its impact on various physiological and pathological processes. Recent studies have demonstrated that m7G methylation plays an important role in the occurrence and development of multiple cardiovascular diseases. Application of small molecule inhibitors to target m7G modification mediated by methyltransferase-like protein 1 (METTL1) has shown potentiality in the treatment of cardiovascular diseases. In this review, we summarize the basic knowledge about m7G modification and discuss its role and therapeutic potential in diverse cardiovascular diseases, aiming to provide a theoretical foundation for future research and therapeutic intervention.
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Affiliation(s)
- Can Xu
- The First Affiliated Hospital, Department of Cardiology, Hengyang Medical school, University of South China, Hengyang, Hunan 421001, China
| | - Xiao-Hua Yu
- Institute of Clinical Medicine, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570100, China
| | - Gang Wang
- The First Affiliated Hospital, Department of Cardiology, Hengyang Medical school, University of South China, Hengyang, Hunan 421001, China
| | - Wei Luo
- The First Affiliated Hospital, Department of Cardiology, Hengyang Medical school, University of South China, Hengyang, Hunan 421001, China
| | - Lei Chen
- Department of Cardiology, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570100, China.
| | - Xiao-Dan Xia
- Department of Orthopedics, Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, Guangdong 511518, China.
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Chen H, Han C, Ha C. EXT1 and Its Methylation Involved in the Progression of Uterine Corpus Endometrial Carcinoma Pathogenesis. Appl Biochem Biotechnol 2025; 197:2133-2150. [PMID: 39673673 DOI: 10.1007/s12010-024-05116-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] [Accepted: 11/19/2024] [Indexed: 12/16/2024]
Abstract
Uterine corpus endometrial carcinoma (UCEC) is one of the most common gynecologic tumors. Due to the high recurrence and metastasis of UCEC, it is crucial for patients to find new biomarkers for diagnosis and therapy. In this study, R software and the TCGA database were used to screen candidate UCEC predictive markers. Western blot and RT-qPCR were performed to detect protein and mRNA expression of EXT1 in UCEC cell lines. In addition, MTT assay, flow cytometry, transwell assay, and wound healing assay were conducted to assess the cell viability, apoptosis, invasion, and migration in UCEC cells. Overlap-extension PCR technique was employed to construct the vector targeting the deletion of the methylated segment of EXT1. The results showed that a total of 11 candidate genes were obtained and EXT1 was identified as a potential target. The expression and methylation levels of EXT1 were both increased in UCEC tissues and cell lines, as well as elevated EXT1 was closely related to the poor prognosis of patients. Besides, the knockdown of EXT1 significantly inhibited the malignant biological behaviors in UCEC cells. Additionally, the current study also found that the deletion of 1559-2146 bp CpG island segment upregulated EXT1 expression and promoted malignant biological behaviors in UCEC cells. Furthermore, the presence of m7G RNA methylation in UCEC cells also was found. In conclusion, the methylation of EXT1 influenced the gene expression, thereby affecting the malignant biological behaviors in UCEC cells and regulating the pathological progression of UCEC.
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Affiliation(s)
- Hua Chen
- Department of Gynecology, General Hospital of Ningxia Medical University, Shengli South Street, Xingqing District, Yinchuan, 750004, Ningxia, China
| | - Cailing Han
- Department of Anesthesiology, General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China
| | - Chunfang Ha
- Department of Gynecology, General Hospital of Ningxia Medical University, Shengli South Street, Xingqing District, Yinchuan, 750004, Ningxia, China.
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Xiao N, Liu H, Zhang R, Li Y, Zhao X, Chen H, Zhang C, Zhu Y, Lu H, Wang X, Liu H, Wan J. N-acetyltransferase 10 impedes EZH2/H3K27me3/GABARAP axis mediated autophagy and facilitates lung cancer tumorigenesis through enhancing SGK2 mRNA acetylation. Int J Biol Macromol 2025; 297:139823. [PMID: 39814292 DOI: 10.1016/j.ijbiomac.2025.139823] [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: 11/23/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 01/18/2025]
Abstract
N4-acetylcytidine (ac4C) is a critical RNA modification implicated in cancer progression. Currently, N-acetyltransferase 10 (NAT10) is recognized as the sole "writer" protein responsible for ac4C modification. However, the study of NAT10 and ac4C modification in lung cancer remains sparse. In this study, we observed a significant upregulation of NAT10 expression in lung cancer, which is strongly correlated with poor prognostic outcomes. In vitro and in vivo experiments have demonstrated that NAT10 facilitates the proliferation, migration, and invasion of non-small cell lung cancer (NSCLC) cells while inhibiting autophagy flux. Mechanistically, NAT10 may enhance mRNA stability through ac4c modification at the 3' untranslated region (UTR) of SGK2 mRNA. Furthermore, SGK2 interacts with EZH2 and phosphorylates it at threonine 367, leading to increased protein stability of EZH2 and a reduction in its ubiquitination. Additionally, NAT10 impedes autophagy flux by preventing the fusion of autophagosomes with lysosomes and suppressing GABARAP transcription, which is regulated by EZH2-mediated H3K27me3. In summary, our study elucidates the biological significance and molecular mechanisms of the NAT10/SGK2/EZH2 axis in the pathogenesis of lung cancer, potentially providing novel prognostic markers and therapeutic targets for its treatment.
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Affiliation(s)
- Nan Xiao
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Hongyang Liu
- Department of Obstetrics and Gynecology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Ruike Zhang
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yang Li
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Xiangzhuan Zhao
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Huanxiang Chen
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Chenxing Zhang
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Ying Zhu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Hongshen Lu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Xuanzhi Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Hongchun Liu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
| | - Junhu Wan
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
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Zhang L, Yang L, Chen X, Huang Q, Ouyang Z, Wang R, Xiang B, Lu H, Ren W, Wang P. Construction and validation of a prognostic model of lncRNAs associated with RNA methylation in lung adenocarcinoma. Transl Cancer Res 2025; 14:761-777. [PMID: 40104741 PMCID: PMC11912078 DOI: 10.21037/tcr-24-1085] [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: 06/27/2024] [Accepted: 01/09/2025] [Indexed: 03/20/2025]
Abstract
Background Lung adenocarcinoma (LUAD) is a common type of lung cancer and one of the leading causes of cancer death worldwide. Long non-coding RNAs (lncRNAs) play a crucial role in tumors. The purpose of this study was to explore the expression of lncRNAs associated with RNA methylation modification and their prognostic value in LUAD. Methods The RNA sequencing and clinical data were downloaded from The Cancer Genome Atlas dataset, and the messenger RNA and lncRNAs were annotated by Ensemble. The lncRNAs related to RNA methylation regulators (RMlncRNAs) were filtered by Pearson correlation analysis between differentially expressed lncRNAs and RNA methylation regulators. Univariate Cox regression analysis, multivariate Cox regression analysis, and least absolute shrinkage and selection operator regression analysis were used to construct a prognostic model. The receiver operating characteristic curve (ROC) was plotted to validate the predictive value of the prognostic model. Then, tumor mutational burden (TMB) and microsatellite instability were used to compare the immunotherapy response. Finally, to perform a drug sensitivity analysis, the half-maximal inhibitory concentration (IC50) of targeted drugs was calculated using pRRophetic package. Results In total, 18 RMlncRNAs associated with the prognosis of LUAD patients were identified. Then, six feature lncRNAs (NFYC-AS1, OGFRP1, MIR4435-2HG, TDRKH-AS1, DANCR, and TMPO-AS1) were used to construct a prognostic model. The ROC curves for training, testing, and validation sets showed that the prognosis model was effective. The subindex based on the prognostic model had a high correlation with TMB. The high-risk group might be subject to greater immune resistance according to the comparison of Tumor Immune Dysfunction and Exclusion scores. Finally, the IC50 of 11 drugs had differences between high- and low-risk group, and only three of the drug's target genes (ERBB4, CASP8, and CD86) were differentially expressed. Conclusions In conclusion, a prognostic model based on six feature lncRNAs (NFYC-AS1, OGFRP1, MIR4435-2HG, TDRKH-AS1, DANCR, and TMPO-AS1) was constructed by bioinformatics analysis, which might provide a new insight into the evaluation and treatment of LUAD.
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Affiliation(s)
- Liren Zhang
- Department of Thoracic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Lei Yang
- Department of Traditional Chinese Medicine Rehabilitation Medicine, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Xiaobo Chen
- First Department of Thoracic Surgery, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China
| | - Qiubo Huang
- First Department of Thoracic Surgery, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China
| | - Zhiqiang Ouyang
- Department of Radiology, Kunming Yan'an Hospital, Yan'an Hospital Affiliated to Kunming Medical University, Kunming, China
| | - Ran Wang
- Department of Epidemiology and Biostatistics, University of California Irvine, Irvine, USA
| | - Bingquan Xiang
- Department of Intensive Care Unit, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China
| | - Hong Lu
- Department of Thoracic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Wenjun Ren
- Department of Thoracic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
- Department of Cardiovascular Surgery, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Ping Wang
- Department of Thoracic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
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Wu Q, Fu X, Liu G, He X, Li Y, Ou C. N7-methylguanosine modification in cancers: from mechanisms to therapeutic potential. J Hematol Oncol 2025; 18:12. [PMID: 39881381 PMCID: PMC11780989 DOI: 10.1186/s13045-025-01665-7] [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: 11/27/2024] [Accepted: 01/13/2025] [Indexed: 01/31/2025] Open
Abstract
N7-methylguanosine (m7G) is an important RNA modification involved in epigenetic regulation that is commonly observed in both prokaryotic and eukaryotic organisms. Their influence on the synthesis and processing of messenger RNA, ribosomal RNA, and transfer RNA allows m7G modifications to affect diverse cellular, physiological, and pathological processes. m7G modifications are pivotal in human diseases, particularly cancer progression. On one hand, m7G modification-associated modulate tumour progression and affect malignant biological characteristics, including sustained proliferation signalling, resistance to cell death, activation of invasion and metastasis, reprogramming of energy metabolism, genome instability, and immune evasion. This suggests that they may be novel therapeutic targets for cancer treatment. On the other hand, the aberrant expression of m7G modification-associated molecules is linked to clinicopathological characteristics, including tumour staging, lymph node metastasis, and unfavourable prognoses in patients with cancer, indicating their potential as tumour biomarkers. This review consolidates the discovery, identification, detection methodologies, and functional roles of m7G modification, analysing the mechanisms by which m7G modification-associated molecules contribute to tumour development, and exploring their potential clinical applications in cancer diagnostics and therapy, thereby providing innovative strategies for tumour identification and targeted treatment.
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Affiliation(s)
- Qihui Wu
- Department of Gynecology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Xiaodan Fu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Guoqian Liu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Xiaoyun He
- Departments of Ultrasound Imaging, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
| | - Yimin Li
- Department of Pathology, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China.
| | - Chunlin Ou
- Department of Gynecology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
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Wang D, Huo R, Ye L. Identification of lethality-related m7G methylation modification patterns and the regulatory features of immune microenvironment in sepsis. Heliyon 2025; 11:e40870. [PMID: 39758389 PMCID: PMC11699318 DOI: 10.1016/j.heliyon.2024.e40870] [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: 02/04/2024] [Revised: 11/30/2024] [Accepted: 12/01/2024] [Indexed: 01/07/2025] Open
Abstract
Objectives N7-methylguanosine (m7G) modification is closely related to the occurrence of human diseases, but its roles in sepsis remain unclear. This study aimed to explore the patterns of lethality-related m7G regulatory factor-mediated RNA methylation modification and immune microenvironment regulatory features in sepsis. Methods Three sepsis-related datasets (E-MTAB-4421 and E-MTAB-4451 as training sets and GSE185263 as a validation set) were collected, and differentially expressed m7G-related genes were analyzed between survivors and non-survivors. Lethality-related m7G signature genes were then screened using machine learning methods, followed by the construction of a survival recognition model. Additionally, differences in immune cell distribution were determined and differentially expressed genes (DEGs) between different subtypes were analyzed. Weighted gene co-expression network analysis (WGCNA) was used to select important modules and related hub genes. Results In total, 10 differentially expressed m7G-related genes were identified between the survivors and non-survivors, and after further analysis, EIF4G3, EIF4E3, NSUN2, NUDT4, and GEMIN5 were identified as the optimal lethality-related m7G genes. A survival status diagnostic model was then constructed with a combined AUC of 0.678. Fifteen types of immune cells were significantly different between survivors and non-survivors. Sepsis samples were classified into two subtypes, with 22 types of immune cells showing significant differences. Subsequently, 1707 DEGs were identified between the two subtypes, which were significantly enriched in 91 GO terms and 16 KEGG pathways. Finally, the green module with |correlation| > 0.3 was found to be closely related to the subtypes and survival status; further, the top10 hub genes were obtained. Conclusion The constructed survival status diagnostic model based on the five lethality-related m7G signature genes may help predict the survival status of patients, and the 10 hub genes obtained may be potential therapeutic targets for sepsis.
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Affiliation(s)
- Dan Wang
- Department of Respiratory Medicine, The Second Hospital of Shanxi Medical University, 382 Wuyi Road, Xinghualing Area, 030000, Taiyuan, China
| | - Rujie Huo
- Department of Respiratory Medicine, The Second Hospital of Shanxi Medical University, 382 Wuyi Road, Xinghualing Area, 030000, Taiyuan, China
| | - Lu Ye
- Department of Respiratory Medicine, The Second Hospital of Shanxi Medical University, 382 Wuyi Road, Xinghualing Area, 030000, Taiyuan, China
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Lu B, Li X, Miao W, Liu Q, Li R, Cui C, Gao Q, Lian R. Upregulation of WDR4 mediated by RBFOX2 promotes laryngeal cancer progression through the WDR4/m7G/lncRNA ZFAS1/RBFOX2 axis. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025:10.1007/s00210-024-03779-0. [PMID: 39774908 DOI: 10.1007/s00210-024-03779-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 12/29/2024] [Indexed: 01/11/2025]
Abstract
High levels of the N7 methylguanosine (m7G) methyltransferase WD repeat domain 4 (WDR4) are associated with the progression of multiple tumors, including head and neck squamous cell carcinoma. Laryngeal cancer (LC) is the second most common malignant tumor of the head and neck. However, the role of WDR4 in LC remains unclear. Here, we found that WDR4 expression was significantly upregulated in LC tissues and cells. Silencing WDR4 inhibited proliferation, invasion, and epithelial-mesenchymal transition (EMT, manifested by an increase in E-cadherin protein levels and a decrease in N-cadherin and Vimentin protein levels) in TU177 and M4E cells. Furthermore, the levels of m7G and ZFAS1 were significantly upregulated in LC tissues and cells. Mechanistic studies revealed that WDR4 upregulated the levels of ZFAS1 and RBFOX2 proteins by promoting the stability of ZFAS1 in an m7G-dependent manner, and RBFOX2 promoted WDR4 expression by binding to WDR4 mRNA. Overexpression of WDR4 increased m7G and ZFAS1 levels, whereas overexpression of WDR4 with m7G catalytic site mutation had no effect on m7G and ZFAS1 levels in TU177 and M4E cells. Silencing ZFAS1 or RBFOX2 counteracted the promoting effect of WDR4 overexpression on the malignant proliferation of TU177 and M4E cells. TU177 cells transfected with sh-WDR4 lentiviral vectors were intraperitoneally injected into nude mice to construct xenograft tumor models. Knockdown of WDR4 significantly inhibited LC tumor growth in vivo. In conclusion, RBFOX2-mediated upregulation of WDR4 promoted LC progression through the WDR4/m7G/ZFAS1/RBFOX2 axis.
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Affiliation(s)
- Baocai Lu
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Xiao Li
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Wenjie Miao
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Qi Liu
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Ruixue Li
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Can Cui
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Qingzu Gao
- Department of Pathology, the First Affiliated Hospital of Xinxiang Medical University, Xinxiang, Henan, China
| | - Rong Lian
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China.
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Liu L, Zhao YJ, Zhang F. RNA methylation modifications in neurodegenerative diseases: Focus on their enzyme system. J Adv Res 2025:S2090-1232(25)00027-X. [PMID: 39765326 DOI: 10.1016/j.jare.2025.01.008] [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: 10/12/2024] [Revised: 12/18/2024] [Accepted: 01/03/2025] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Neurodegenerative diseases (NDs) constitute a significant public health challenge, as they are increasingly contributing to global mortality and morbidity, particularly among the elderly population. Pathogenesis of NDs is intricate and multifactorial. Recently, post-transcriptional modifications (PTMs) of RNA, with a particular focus on mRNA methylation, have been gaining increasing attention. At present, several regulatory genes associated with mRNA methylation have been identified and closely associated with neurodegenerative disorders. AIM OF REVIEW This review aimed to summarize the RNA methylation enzymes system, including the writer, reader, and eraser proteins and delve into their functions in the central nervous system (CNS), hoping to open new avenues for exploring the mechanisms and therapeutic strategies for NDs. KEY SCIENTIFIC CONCEPTS OF REVIEW Recently, studies have highlighted the critical role of RNA methylation in the development and function of the CNS, and abnormalities in this process may contribute to brain damage and NDs, aberrant expression of enzymes involved in RNA methylation has been implicated in the onset and development of NDs.
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Affiliation(s)
- Lu Liu
- Key Laboratory of Basic Pharmacology of Ministry of Education and Joint International Research Laboratory of Ethnomedicine of Ministry of Education and Key Laboratory of Basic Pharmacology of Guizhou Province and Laboratory Animal Centre, Zunyi Medical University, Zunyi, Guizhou, China
| | - Yu-Jia Zhao
- Key Laboratory of Basic Pharmacology of Ministry of Education and Joint International Research Laboratory of Ethnomedicine of Ministry of Education and Key Laboratory of Basic Pharmacology of Guizhou Province and Laboratory Animal Centre, Zunyi Medical University, Zunyi, Guizhou, China
| | - Feng Zhang
- Key Laboratory of Basic Pharmacology of Ministry of Education and Joint International Research Laboratory of Ethnomedicine of Ministry of Education and Key Laboratory of Basic Pharmacology of Guizhou Province and Laboratory Animal Centre, Zunyi Medical University, Zunyi, Guizhou, China.
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12
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Agostini M, Giacobbi E, Servadei F, Bishof J, Funke L, Sica G, Rovella V, Carilli M, Iacovelli V, Shi Y, Hou J, Candi E, Melino G, Cervelli G, Scimeca M, Mauriello A, Bove P. Unveiling the molecular profile of a prostate carcinoma: implications for personalized medicine. Biol Direct 2024; 19:146. [PMID: 39741346 PMCID: PMC11686862 DOI: 10.1186/s13062-024-00492-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: 06/07/2024] [Accepted: 06/17/2024] [Indexed: 01/02/2025] Open
Abstract
BACKGROUND Prostate cancer is the most common diagnosed tumor and the fifth cancer related death among men in Europe. Although several genetic alterations such as ERG-TMPRSS2 fusion, MYC amplification, PTEN deletion and mutations in p53 and BRCA2 genes play a key role in the pathogenesis of prostate cancer, specific gene alteration signature that could distinguish indolent from aggressive prostate cancer or may aid in patient stratification for prognosis and/or clinical management of patients with prostate cancer is still missing. Therefore, here, by a multi-omics approach we describe a prostate cancer carrying the fusion of TMPRSS2 with ERG gene and deletion of 16q chromosome arm. RESULTS We have observed deletion of KDM6A gene, which may represent an additional genomic alteration to be considered for patient stratification. The cancer hallmarks gene signatures highlight intriguing molecular aspects that characterize the biology of this tumor by both a high hypoxia and immune infiltration scores. Moreover, our analysis showed a slight increase in the Tumoral Mutational Burden, as well as an over-expression of the immune checkpoints. The omics profiling integrating hypoxia, ROS and the anti-cancer immune response, optimizes therapeutic strategies and advances personalized care for prostate cancer patients. CONCLUSION The here data reported can lay the foundation for predicting a poor prognosis for the studied prostate cancer, as well as the possibility of targeted therapies based on the modulation of hypoxia, ROS, and the anti-cancer immune response.
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Affiliation(s)
- Massimiliano Agostini
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy
| | - Erica Giacobbi
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy
| | - Francesca Servadei
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy
| | - Julia Bishof
- Indivumed GmbH, Falkenried, 88 Building D, 20251, Hamburg, Germany
| | - Likas Funke
- Indivumed GmbH, Falkenried, 88 Building D, 20251, Hamburg, Germany
| | - Giuseppe Sica
- Department of Surgical Science, University Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
| | - Valentina Rovella
- Department of System Medicine, University of Rome "Tor Vergata", 00133, Rome, Italy
| | - Marco Carilli
- Urology Unit, Department of Surgery, Tor Vergata University of Rome, Rome, Italy
| | - Valerio Iacovelli
- Urology Unit, Department of Surgery, Tor Vergata University of Rome, Rome, Italy
| | - Yufang Shi
- Institutes for Translational Medicine, The Fourth Affiliated Hospital of Soochow University, Soochow University, Suzhou, 215000, China
| | - Jianquan Hou
- Institutes for Translational Medicine, The Fourth Affiliated Hospital of Soochow University, Soochow University, Suzhou, 215000, China
| | - Eleonora Candi
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy
| | - Gerry Melino
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy
| | - Giulio Cervelli
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy
| | - Manuel Scimeca
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy
| | - Alessandro Mauriello
- Department of Experimental Medicine, TOR, University of Rome "Tor Vergata", Rome, 00133, Italy.
| | - Pierluigi Bove
- Urology Unit, Department of Surgery, Tor Vergata University of Rome, Rome, Italy.
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13
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Kornienko IV, Aramova OY, Tishchenko AA, Rudoy DV, Chikindas ML. RNA Stability: A Review of the Role of Structural Features and Environmental Conditions. Molecules 2024; 29:5978. [PMID: 39770066 PMCID: PMC11676819 DOI: 10.3390/molecules29245978] [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: 10/21/2024] [Revised: 12/05/2024] [Accepted: 12/16/2024] [Indexed: 01/11/2025] Open
Abstract
The stability of RNA is a critical factor in determining its functionality and degradation in the cell. In recent years, it has been shown that the stability of RNA depends on a complex interaction of external and internal factors. External conditions, such as temperature fluctuations, the level of acidity of the environment, the presence of various substances and ions, as well as the effects of oxidative stress, can change the structure of RNA and affect its stability. Internal factors, including the specific structural features of RNA and its interactions with protein molecules, also have a significant impact on the regulation of the stability of these molecules. In this article, we review the main factors influencing RNA stability, since understanding the factors influencing this extremely complex process is important not only for understanding the regulation of expression at the RNA level but also for developing new methods for isolating and stabilizing RNA in preparation for creating biobanks of genetic material. We reviewed a modern solution to this problem and formulated basic recommendations for RNA storage aimed at minimizing degradation and damage to the molecule.
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Affiliation(s)
- Igor V. Kornienko
- Center for Agrobiotechnology, Don State Technical University, Gagarina Sq. 1, Rostov-on-Don 344003, Russia; (I.V.K.); (D.V.R.); (M.L.C.)
- Federal Research Centre Southern Scientific Centre of the Russian Academy of Sciences, Chekhov Ave. 41, Rostov-on-Don 344006, Russia
- Department of Genetics Academy of Biology and Biotechnology, Southern Federal University, Stachki Ave. 194/1, Rostov-on-Don 344090, Russia
| | - Olga Yu. Aramova
- Federal Research Centre Southern Scientific Centre of the Russian Academy of Sciences, Chekhov Ave. 41, Rostov-on-Don 344006, Russia
- Department of Genetics Academy of Biology and Biotechnology, Southern Federal University, Stachki Ave. 194/1, Rostov-on-Don 344090, Russia
| | - Anna A. Tishchenko
- Department of Big Data and Machine Learning, St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Kronverksky Pr. 49, St. Petersburg 197101, Russia;
| | - Dmitriy V. Rudoy
- Center for Agrobiotechnology, Don State Technical University, Gagarina Sq. 1, Rostov-on-Don 344003, Russia; (I.V.K.); (D.V.R.); (M.L.C.)
| | - Michael Leonidas Chikindas
- Center for Agrobiotechnology, Don State Technical University, Gagarina Sq. 1, Rostov-on-Don 344003, Russia; (I.V.K.); (D.V.R.); (M.L.C.)
- Health Promoting Naturals Laboratory, School of Environmental and Biological Sciences, Rutgers State University, 65 Dudley Road, New Brunswick, NJ 08901-8525, USA
- Department of General Hygiene, I.M. Sechenov First Moscow State Medical University, Trubetskaya Str. 8, Bldg 2, Moscow 119048, Russia
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14
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Xu Q, Yang C, Wang L, Zhou J. Unveiling the role of RNA methylation in glioma: Mechanisms, prognostic biomarkers, and therapeutic targets. Cell Signal 2024; 124:111380. [PMID: 39236835 DOI: 10.1016/j.cellsig.2024.111380] [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: 07/31/2024] [Revised: 08/30/2024] [Accepted: 09/01/2024] [Indexed: 09/07/2024]
Abstract
Gliomas, the most prevalent malignant brain tumors in the central nervous system, are marked by rapid growth, high recurrence rates, and poor prognosis. Glioblastoma (GBM) stands out as the most aggressive subtype, characterized by significant heterogeneity. The etiology of gliomas remains elusive. RNA modifications, particularly reversible methylation, play a crucial role in regulating transcription and translation throughout the RNA lifecycle. Increasing evidence highlights the prevalence of RNA methylation in primary central nervous system malignancies, underscoring its pivotal role in glioma pathogenesis. This review focuses on recent findings regarding changes in RNA methylation expression and their effects on glioma development and progression, including N6-methyladenosine (m6A), 5-methylcytosine (m5C), N1-methyladenosine (m1A), and N7-methylguanosine (m7G). Given the extensive roles of RNA methylation in gliomas, the potential of RNA methylation-related regulators as prognostic markers and therapeutic targets was also explored, aiming to enhance clinical management and improve patient outcomes.
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Affiliation(s)
- Qichen Xu
- Department of Neurosurgery, Shengzhou People's Hospital (the First Affiliated Hospital of Zhejiang University Shengzhou Branch), Zhejiang, China
| | - Chunsong Yang
- Department of Neurosurgery, Shengzhou People's Hospital (the First Affiliated Hospital of Zhejiang University Shengzhou Branch), Zhejiang, China
| | - Liyun Wang
- Department of Neurosurgery, Shengzhou People's Hospital (the First Affiliated Hospital of Zhejiang University Shengzhou Branch), Zhejiang, China
| | - Jing Zhou
- Department of Neurosurgery, Shengzhou People's Hospital (the First Affiliated Hospital of Zhejiang University Shengzhou Branch), Zhejiang, China.
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15
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Lin Y, Lin P, Lu Y, Zheng J, Zheng Y, Huang X, Zhao X, Cui L. Post-Translational Modifications of RNA-Modifying Proteins in Cellular Dynamics and Disease Progression. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2406318. [PMID: 39377984 PMCID: PMC11600222 DOI: 10.1002/advs.202406318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 09/02/2024] [Indexed: 11/28/2024]
Abstract
RNA-modifying proteins, classified as "writers," "erasers," and "readers," dynamically modulate RNA by adding, removing, or interpreting chemical groups, thereby influencing RNA stability, functionality, and interactions. To date, over 170 distinct RNA chemical modifications and more than 100 RNA-modifying enzymes have been identified, with ongoing research expanding these numbers. Although significant progress has been made in understanding RNA modification, the regulatory mechanisms that govern RNA-modifying proteins themselves remain insufficiently explored. Post-translational modifications (PTMs) such as phosphorylation, ubiquitination, and acetylation are crucial in modulating the function and behavior of these proteins. However, the full extent of PTM influence on RNA-modifying proteins and their role in disease development remains to be fully elucidated. This review addresses these gaps by offering a comprehensive analysis of the roles PTMs play in regulating RNA-modifying proteins. Mechanistic insights are provided into how these modifications alter biological processes, contribute to cellular function, and drive disease progression. In addition, the current research landscape is examined, highlighting the therapeutic potential of targeting PTMs on RNA-modifying proteins for precision medicine. By advancing understanding of these regulatory networks, this review seeks to facilitate the development of more effective therapeutic strategies and inspire future research in the critical area of PTMs in RNA-modifying proteins.
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Affiliation(s)
- Yunfan Lin
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdong510280China
| | - Pei Lin
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdong510280China
| | - Ye Lu
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdong510280China
| | - Jiarong Zheng
- Department of Dentistry, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhou510080China
| | - Yucheng Zheng
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdong510280China
| | - Xiangyu Huang
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdong510280China
| | - Xinyuan Zhao
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdong510280China
| | - Li Cui
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdong510280China
- School of DentistryUniversity of California, Los AngelesLos AngelesCA90095USA
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16
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Li P, Huang D. NSUN2-mediated RNA methylation: Molecular mechanisms and clinical relevance in cancer. Cell Signal 2024; 123:111375. [PMID: 39218271 DOI: 10.1016/j.cellsig.2024.111375] [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: 07/06/2024] [Revised: 08/26/2024] [Accepted: 08/29/2024] [Indexed: 09/04/2024]
Abstract
Cancer remains a leading cause of morbidity and mortality worldwide, necessitating the ongoing investigation of molecular targets for improved diagnosis, prognosis, and therapy. Among these targets, RNA modifications, particularly N5-methylcytosine (m5C) in RNA, have emerged as critical regulators of gene expression and cellular functions. NOP2/Sun RNA methyltransferase family member 2 (NSUN2) is a key enzyme in m5C modification, significantly influencing various biological processes and tumorigenesis. NSUN2 methylates multiple RNA species, including transfer RNAs (tRNAs), messenger RNAs (mRNAs), and non-coding RNAs, impacting RNA stability, translation efficiency, and cellular stress responses. These modifications, in turn, affect cell proliferation, differentiation, and survival. In cancer, NSUN2 is frequently upregulated, associated with aggressive tumor phenotypes, poor prognosis, and therapy resistance. Its role in oncogenic signaling pathways further underscores its importance in cancer biology. This review offers a comprehensive overview of NSUN2's role in cancer, focusing on its involvement in RNA methylation and its implications for tumor initiation and progression. Additionally, we explore the potential of NSUN2 as a biomarker for cancer diagnosis and prognosis, and its promise as a therapeutic target.
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Affiliation(s)
- Penghui Li
- Department of gastrointestinal surgery, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, Luoyang 471000, Henan, China.
| | - Di Huang
- Department of Child Health Care, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
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17
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Lu Y, Gan L, Di S, Nie F, Shi H, Wang R, Yang F, Qin W, Wen W. The role of phase separation in RNA modification: both cause and effect. Int J Biol Macromol 2024; 280:135907. [PMID: 39322163 DOI: 10.1016/j.ijbiomac.2024.135907] [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: 06/29/2024] [Revised: 09/20/2024] [Accepted: 09/20/2024] [Indexed: 09/27/2024]
Abstract
Phase separation is a critical mechanism for partitioning cellular functions by specific aggregation of biological macromolecules. Recent studies have found that phase separation is widely contributed in various biological functions, particularly in RNA related processes. Over 170 different post-transcriptional modifications occur in RNA, which is considered to be one of the most important physiological and pathogenic epigenetic mechanisms. Here, we discuss the role of phase separation in regulating RNA modification processing to ensure orderly RNA metabolism and function. Enzymes responsible for RNA modification undergo compartmentalization, enabling them to traffic client RNAs and amplify modifying efficacy. Meanwhile, altered RNA affects the formation, dissolution, and biophysical properties of phase separation conversely. These findings deeper our understanding of the interplay between phase separation and RNAs that governs a wide range of cellular processes. Finally, we concluded pathological roles of phase separation in RNA modification towards clinical applications and outlined perspectives to research RNA modification through the lens of phase separation.
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Affiliation(s)
- Yu Lu
- Xi'an Key Laboratory of Stem Cell and Regenerative Medicine, Institute of Medical Research, Northwestern Polytechnical University, 710072 Xi'an, China
| | - Lunbiao Gan
- Xi'an Key Laboratory of Stem Cell and Regenerative Medicine, Institute of Medical Research, Northwestern Polytechnical University, 710072 Xi'an, China
| | - Sijia Di
- Xi'an Key Laboratory of Stem Cell and Regenerative Medicine, Institute of Medical Research, Northwestern Polytechnical University, 710072 Xi'an, China
| | - Fengze Nie
- Xi'an Key Laboratory of Stem Cell and Regenerative Medicine, Institute of Medical Research, Northwestern Polytechnical University, 710072 Xi'an, China
| | - Haoxin Shi
- Department of Urology, Xijing Hospital, Fourth Military Medical University, 710032 Xi'an, China
| | - Ruoyu Wang
- Department of Urology, Xijing Hospital, Fourth Military Medical University, 710032 Xi'an, China
| | - Fa Yang
- Department of Urology, Xijing Hospital, Fourth Military Medical University, 710032 Xi'an, China.
| | - Weijun Qin
- Department of Urology, Xijing Hospital, Fourth Military Medical University, 710032 Xi'an, China.
| | - Weihong Wen
- Xi'an Key Laboratory of Stem Cell and Regenerative Medicine, Institute of Medical Research, Northwestern Polytechnical University, 710072 Xi'an, China.
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18
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Zhang Y, Xu W, Peng C, Ren S, Mustafe Hidig S, Zhang C. Exploring the role of m7G modification in Cancer: Mechanisms, regulatory proteins, and biomarker potential. Cell Signal 2024; 121:111288. [PMID: 38971569 DOI: 10.1016/j.cellsig.2024.111288] [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: 06/02/2024] [Revised: 06/24/2024] [Accepted: 07/03/2024] [Indexed: 07/08/2024]
Abstract
The dysregulation of N(7)-methylguanosine (m7G) modification is increasingly recognized as a key factor in the pathogenesis of cancers. Aberrant expression of these regulatory proteins in various cancers, including lung, liver, and bladder cancers, suggests a universal role in tumorigenesis. Studies have established a strong correlation between the expression levels of m7G regulatory proteins, such as Methyltransferase like 1 (METTL1) and WD repeat domain 4 (WDR4), and clinical parameters including tumor stage, grade, and patient prognosis. For example, in hepatocellular carcinoma, high METTL1 expression is associated with advanced tumor stage and poor prognosis. Similarly, WDR4 overexpression in colorectal cancer correlates with increased tumor invasiveness and reduced patient survival. This correlation underscores the potential of these proteins as valuable biomarkers for cancer diagnosis and prognosis. Additionally, m7G modification regulatory proteins influence cancer progression by modulating the expression of target genes involved in critical biological processes, including cell proliferation, apoptosis, migration, and invasion. Their ability to regulate these processes highlights their significance in the intricate network of molecular interactions driving tumor development and metastasis. Given their pivotal role in cancer biology, m7G modification regulatory proteins are emerging as promising therapeutic targets. Targeting these proteins could offer a novel approach to disrupt the malignant behavior of cancer cells and enhance treatment outcomes. Furthermore, their diagnostic and prognostic value could aid in the early detection of cancer and the selection of appropriate therapeutic strategies, ultimately enhancing patient management and survival rates. This review aims to explore the mechanisms of action of RNA m7G modification regulatory proteins in tumors and their potential applications in cancer progression and treatment. By delving into the roles of these regulatory proteins, we intend to provide a theoretical foundation for the development of novel cancer treatment strategies.
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Affiliation(s)
- Yu Zhang
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Weihao Xu
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Chuanhui Peng
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Shenli Ren
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Sakarie Mustafe Hidig
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Zhejiang University School of Medicine Fourth Affiliated Hospital, Yiwu, Zhejiang, China
| | - Cheng Zhang
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
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19
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Jiang X, Zhan L, Tang X. RNA modifications in physiology and pathology: Progressing towards application in clinical settings. Cell Signal 2024; 121:111242. [PMID: 38851412 DOI: 10.1016/j.cellsig.2024.111242] [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: 02/16/2024] [Revised: 05/23/2024] [Accepted: 05/30/2024] [Indexed: 06/10/2024]
Abstract
The potential to modify individual nucleotides through chemical means in order to impact the electrostatic charge, hydrophobic properties, and base pairing of RNA molecules is harnessed in the medical application of stable synthetic RNAs like mRNA vaccines and synthetic small RNA molecules. These modifications are used to either increase or decrease the production of therapeutic proteins. Additionally, naturally occurring biochemical alterations of nucleotides play a role in regulating RNA metabolism and function, thereby modulating essential cellular processes. Research elucidating the mechanisms through which RNA modifications govern fundamental cellular functions in multicellular organisms has enhanced our comprehension of how irregular RNA modification profiles can lead to human diseases. Collectively, these fundamental scientific findings have unveiled the molecular and cellular functions of RNA modifications, offering new opportunities for therapeutic intervention and paving the way for a variety of innovative clinical strategies.
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Affiliation(s)
- Xue Jiang
- College of Pharmacy and Traditional Chinese Medicine, Jiangsu College of Nursing, Huaian, Jiangsu 223005, China
| | - Lijuan Zhan
- College of Pharmacy and Traditional Chinese Medicine, Jiangsu College of Nursing, Huaian, Jiangsu 223005, China.
| | - Xiaozhu Tang
- School of Medicine & Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China.
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20
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Chen D, Gu X, Nurzat Y, Xu L, Li X, Wu L, Jiao H, Gao P, Zhu X, Yan D, Li S, Xue C. Writers, readers, and erasers RNA modifications and drug resistance in cancer. Mol Cancer 2024; 23:178. [PMID: 39215288 PMCID: PMC11363509 DOI: 10.1186/s12943-024-02089-6] [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: 07/03/2024] [Accepted: 08/14/2024] [Indexed: 09/04/2024] Open
Abstract
Drug resistance in cancer cells significantly diminishes treatment efficacy, leading to recurrence and metastasis. A critical factor contributing to this resistance is the epigenetic alteration of gene expression via RNA modifications, such as N6-methyladenosine (m6A), N1-methyladenosine (m1A), 5-methylcytosine (m5C), 7-methylguanosine (m7G), pseudouridine (Ψ), and adenosine-to-inosine (A-to-I) editing. These modifications are pivotal in regulating RNA splicing, translation, transport, degradation, and stability. Governed by "writers," "readers," and "erasers," RNA modifications impact numerous biological processes and cancer progression, including cell proliferation, stemness, autophagy, invasion, and apoptosis. Aberrant RNA modifications can lead to drug resistance and adverse outcomes in various cancers. Thus, targeting RNA modification regulators offers a promising strategy for overcoming drug resistance and enhancing treatment efficacy. This review consolidates recent research on the role of prevalent RNA modifications in cancer drug resistance, with a focus on m6A, m1A, m5C, m7G, Ψ, and A-to-I editing. Additionally, it examines the regulatory mechanisms of RNA modifications linked to drug resistance in cancer and underscores the existing limitations in this field.
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Affiliation(s)
- Di Chen
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Xinyu Gu
- Department of Oncology, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, Luoyang, 471000, Henan, China
| | - Yeltai Nurzat
- State Key Laboratory of Respiratory Disease, Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Lixia Xu
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Xueyuan Li
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Lixin Wu
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Henan Jiao
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Peng Gao
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Xuqiang Zhu
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China.
| | - Dongming Yan
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China.
| | - Shaohua Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China.
| | - Chen Xue
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China.
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21
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He W, Cong Z, Niu C, Cheng F, Yi T, Yao Z, Zhang Y, Jiang X, Sun X, Niu Z, Fu Q. A prognostic signature based on genes associated with m6A/m5C/m1A/m7G modifications and its immunological characteristics in clear cell renal cell carcinoma. Sci Rep 2024; 14:18708. [PMID: 39134681 PMCID: PMC11319670 DOI: 10.1038/s41598-024-69639-2] [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: 02/16/2024] [Accepted: 08/07/2024] [Indexed: 08/15/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is characterized by a high incidence and mortality rate. Despite advancements in therapeutic interventions, the prognosis for renal cancer patients remains suboptimal. Of late, methylation modifications have emerged as promising molecular targets for tumor assessment and treatment, yet their potential has not been fully investigated in the context of ccRCC. Transcriptomic and clinical data were extracted from The Cancer Genome Atlas, Gene Expression Omnibus, and ArrayExpress databases, leading to the identification of 57 methylation-related genes (MRGs). Utilizing DESeq2 analysis, Cox regression analysis, and the LASSO regression algorithm, a Methylation-Related Risk Score (MARS) was constructed. Cluster analysis, Gene Ontology (GO) analysis, clinical feature analysis, immune infiltration analysis, and mutation analysis were further employed to evaluate the model. Our investigation identified six pivotal prognostic MRGs and established a risk score predicated on m6A/m5C/m1A/m7G regulatory factors. This score was validated across two external cohorts and can be utilized to assess individual immune infiltration statuses and predict responses to immunotherapy. Moreover, cluster analysis delineated two distinct m6A/m5C/m1A/m7G gene clusters. We have developed and validated a robust prognostic signature based on genes associated with m6A, m5C, m1A, and m7G modifications. This gene signature demonstrates significant prognostic value in assessing survival outcomes, clinical characteristics, immune infiltration, and responses to immunotherapy in ccRCC patients. This finding provides valuable insights for refining precision treatment strategies.
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Affiliation(s)
- Wei He
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zixiang Cong
- Department of Urology, Weihai Municipal Hospital Affiliated to Shandong University, Weihai, Shandong, China
| | - Chengtao Niu
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Fajuan Cheng
- Department of Nephrology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Tinghai Yi
- Department of Urology, Traditional Chinese Hospital of Yiyuan County, Zibo, Shandong, China
| | - Zhongshun Yao
- Department of Emergency, Liaocheng People's Hospital, Liaocheng, Shandong, China
| | - Yiming Zhang
- Department of Urology, People's Hospital of Changle County, Weifang, Shandong, China
| | - Xue Jiang
- Medical School, Shandong Xiehe University, Jinan, Shandong, China
| | - Xintong Sun
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zhihong Niu
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China.
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
| | - Qiang Fu
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China.
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
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Su A, Song R, Wong J. Pan-Cancer Analysis Links Altered RNA m 7G Methyltransferase Expression to Oncogenic Pathways, Immune Cell Infiltrations and Overall Survival. Cancer Rep (Hoboken) 2024; 7:e2138. [PMID: 39041608 PMCID: PMC11264101 DOI: 10.1002/cnr2.2138] [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: 03/18/2024] [Revised: 06/23/2024] [Accepted: 06/30/2024] [Indexed: 07/24/2024] Open
Abstract
BACKGROUND N7-methylguanosine (m7G) modification is one of the most prevalent RNA modifications in humans. Dysregulated m7G modifications caused by aberrant expression of m7G writers contribute to cancer progression and result in worse patient survival in several human cancers. However, studies that systematically assess the frequency and clinical relevance of aberrant m7G writer expression in a pan-cancer cohort remain to be performed. AIMS This study aims to systematically investigate the molecular alteration and clinical relevance of m7G methyltransferase in human cancers. METHODS We analysed genome, transcriptome and clinical data from the Cancer Genome Atlas Research Network spanning 33 types of human cancers for aberrant changes in genes encoding m7G writers. RESULT We demonstrate that m7G writers are dysregulated in human cancers and are associated predominantly with poorer survival. By dividing patients into those with high and low m7G scores, we show that a lower m7G score is generally associated with immune infiltration and better response to immunotherapy. CONCLUSION Our analyses indicate the genetic alterations, expression patterns and clinical relevance of m7G writers across various cancers. This study provides insights into the potential utility of m7G writer expression as a cancer biomarker and proposes the possibility of targeting m7G writers for cancer therapy.
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Affiliation(s)
- Anni Su
- Epigenetics and RNA Biology Laboratory, Charles Perkins CentreUniversity of SydneyCamperdownAustralia
- Faculty of Medicine and HealthUniversity of SydneyCamperdownAustralia
| | - Renhua Song
- Epigenetics and RNA Biology Laboratory, Charles Perkins CentreUniversity of SydneyCamperdownAustralia
- Faculty of Medicine and HealthUniversity of SydneyCamperdownAustralia
| | - Justin J.‐L. Wong
- Epigenetics and RNA Biology Laboratory, Charles Perkins CentreUniversity of SydneyCamperdownAustralia
- Faculty of Medicine and HealthUniversity of SydneyCamperdownAustralia
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23
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Wang H, Shui X, Zhang Z, He M, Tai S, Lin Y. Construction of m7G RNA modification-related prognostic model and prediction of immune therapy response in hepatocellular carcinoma. Transl Cancer Res 2024; 13:2799-2811. [PMID: 38988942 PMCID: PMC11231774 DOI: 10.21037/tcr-24-22] [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: 01/04/2024] [Accepted: 04/28/2024] [Indexed: 07/12/2024]
Abstract
Background RNA plays an important role in tumorigenesis. Changes in RNA may cause changes in the biological function. The N7-methylguanosine (m7G) methylation modification performs an integral function in tumor progression as the most widely existed RNA modification. Hepatocellular carcinoma (HCC) is among the greatest threats to human health worldwide. Low detection rates remain the main cause of advanced disease progression. Therefore, finding significant biomarkers for prognosis prediction and immune therapy response in HCC is valuable and urgently needed. Methods RNA expression and clinical data were acquired from The Cancer Genome Atlas (TCGA) database and the Gene Expression Omnibus (GEO) database. Different subtypes screening was finished by consensus cluster. Different expression was performed by R software. The results were validated by western blot (WB) methods. Genes with HCC prognostic potential were identified utilizing least absolute shrinkage and selection operator (LASSO) analyses. A prognosis model was established with the help of the risk score that we calculated. Related genes screening and protein-protein interactions (PPI) network construction were performed using the GeneMANIA database. Functional annotation was performed using the Database for Annotation, Visualization and Integrated Discovery (DAVID) databases. In addition, gene set enrichment analysis (GSEA) of key genes and immune infiltration status were both done by R software. Finally, the immune infiltration was performed by cibersort method and single sample GSEA (ssGSEA) method. The response of immune therapy was validated by Tumor Immune Dysfunction and Exclusion database (TIDE) and the immune therapy cohort in GEO database. Results We found that two different subtypes related with m7G RNA modification and four genes associated with m7G RNA modification were differentially expressed in the TCGA-Liver Hepatocellular Carcinoma (TCGA-LIHC) database. Additionally, to examine the value of these four genes in the HCC patients' prognoses according to the LASSO, we selected three genes, including WDR4, AGO2, and NCBP2, as prognostic related genes. Premised on the expression of these three genes, a risk score model and nomogram were constructed to provide a prediction of the HCC patients' prognoses. We performed functional annotation and created a PPI network based on the three genes (WDR4, NCBP2, and AGO2). Using R software, we performed the GSEA and immune regulation analyses. Finally, we predicted the relationship between the gene expression and the response of immune therapy. Conclusions Our study suggests that high expression of m7G RNA modification subtype is related with poor prognosis and immune response. WDR4, AGO2, and NCBP2 are key regulators of m7G RNA modification which can be clinically promising biomarkers that can be used to treat HCC. In addition, our risk score model was shown to have a strong link to OS in patients with HCC.
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Affiliation(s)
- Haoran Wang
- Department of Hepatobiliary Surgery, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xian Shui
- Department of Hepatobiliary Surgery, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zheng Zhang
- Department of Hepatobiliary Surgery, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Meng He
- Department of Hepatobiliary Surgery, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Sheng Tai
- Department of Hepatobiliary Surgery, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yujia Lin
- Department of Hepatobiliary Surgery, Second Affiliated Hospital of Harbin Medical University, Harbin, China
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Chen H, Zhang M, Li J, Liu M, Cao D, Li YY, Yamashita T, Nio K, Tang H. BMP9-ID1 Pathway Attenuates N 6-Methyladenosine Levels of CyclinD1 to Promote Cell Proliferation in Hepatocellular Carcinoma. Int J Mol Sci 2024; 25:981. [PMID: 38256056 PMCID: PMC10816017 DOI: 10.3390/ijms25020981] [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: 11/23/2023] [Revised: 01/09/2024] [Accepted: 01/10/2024] [Indexed: 01/24/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is a highly lethal malignant neoplasm, and the involvement of bone morphogenetic protein 9 (BMP9) has been implicated in the pathogenesis of liver diseases and HCC. Our goal was to investigate the role of BMP9 signaling in regulating N6-methyladenosine (m6A) methylation and cell cycle progression, and evaluate the therapeutic potential of BMP receptor inhibitors for HCC treatment. We observed that elevated levels of BMP9 expression in tumor tissues or serum samples from HCC patients were associated with a poorer prognosis. Through in vitro experiments utilizing the m6A dot blotting assay, we ascertained that BMP9 reduced the global RNA m6A methylation level in Huh7 and Hep3B cells, thereby facilitating their cell cycle progression. This effect was mediated by an increase in the expression of the inhibitor of DNA-binding protein 1 (ID1). Additionally, using methylated RNA immunoprecipitation qPCR(MeRIP-qPCR), we showed that the BMP9-ID1 pathway promoted CyclinD1 expression by decreasing the m6A methylation level in the 5' UTR of mRNA. This occurred through the upregulation of the fat mass and obesity-associated protein (FTO) in Huh7 and Hep3B cells. In our in vivo mouse xenograft models, we demonstrated that blocking the BMP receptor with LDN-212854 effectively suppressed HCC growth and induced global RNA m6A methylation. Overall, our findings indicate that the BMP9-ID1 pathway promotes HCC cell proliferation by down-regulating the m6A methylation level in the 5' UTR of CyclinD1 mRNA. Targeting the BMP9-ID1 pathway holds promise as a potential therapeutic strategy for treating HCC.
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Affiliation(s)
- Han Chen
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China; (H.C.); (M.Z.); (J.L.); (M.L.); (D.C.)
- Division of Infectious Diseases, State Key Laboratory of Biotherapy and Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Mingming Zhang
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China; (H.C.); (M.Z.); (J.L.); (M.L.); (D.C.)
- Division of Infectious Diseases, State Key Laboratory of Biotherapy and Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Jianhao Li
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China; (H.C.); (M.Z.); (J.L.); (M.L.); (D.C.)
- Division of Infectious Diseases, State Key Laboratory of Biotherapy and Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Miao Liu
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China; (H.C.); (M.Z.); (J.L.); (M.L.); (D.C.)
- Division of Infectious Diseases, State Key Laboratory of Biotherapy and Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Dan Cao
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China; (H.C.); (M.Z.); (J.L.); (M.L.); (D.C.)
- Division of Infectious Diseases, State Key Laboratory of Biotherapy and Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Ying-Yi Li
- Department of Gastroenterology, Kanazawa University Hospital, Kanazawa 9208641, Japan; (Y.-Y.L.); (T.Y.)
| | - Taro Yamashita
- Department of Gastroenterology, Kanazawa University Hospital, Kanazawa 9208641, Japan; (Y.-Y.L.); (T.Y.)
| | - Kouki Nio
- Department of Gastroenterology, Kanazawa University Hospital, Kanazawa 9208641, Japan; (Y.-Y.L.); (T.Y.)
| | - Hong Tang
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China; (H.C.); (M.Z.); (J.L.); (M.L.); (D.C.)
- Division of Infectious Diseases, State Key Laboratory of Biotherapy and Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
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