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Li Y, Lu R, Abuduhailili X, Feng Y. NSUN7 promotes cervical cancer progression through activation of ErbB signaling pathway. Funct Integr Genomics 2025; 25:37. [PMID: 39954044 DOI: 10.1007/s10142-025-01546-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 01/27/2025] [Accepted: 02/01/2025] [Indexed: 02/17/2025]
Abstract
We aimed to investigate the role of NSUN7 in the progression of Cervical Cancer through a combination of bioinformatics analysis and cell and animal culture experiments. We comprehensively assessed the expression levels of NSUN7 in the TCGA and CCLE databases, and explored its correlations with clinicopathological features, immune cell infiltration, DNA damage repair gene function, drug sensitivity, and methylation status. The NSUN7 gene was disrupted through lentiviral infection, and the effects on cell proliferation, invasion, and apoptosis were evaluated using CCK-8 assay, Transwell migration assay, and flow cytometry analysis. Gene enrichment analysis wasidentify the biological pathways associated with NSUN7 and cervical cancer development. Additionally, a xenograft model of cervical cancer was established to assess the in vivo inhibitory effect of NSUN7 and its impact on pathway molecules. The results of both in vitro and in vivo experiments confirmed that silencing the NSUN7 gene significantly inhibited the growth, spread, and metastasis of cervical cancer cells, while promoting apoptosis. TUNEL assay and HE staining further verified the apoptotic effect of NSUN7 on tumor tissues, and KEGG enrichment analysis revealed a significant enrichment of NSUN7 in the ErbB pathway. Silencing of NSUN7 resulted in a significant down-regulation of key ErbB pathway proteins (HER2, STAT5, PI3K/p-PI3K) as demonstrated by quantitative real-time PCR and Western blot. These findings suggest that NSUN7 may affect the biological behavior of cervical cancer cells and promote tumor development by activating the ErbB signaling pathway.
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Affiliation(s)
- Yuxia Li
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Cancer Hospital Affiliated to Xinjiang Medical University, Xinjiang, China
- Clinical Laboratory Center, Cancer Hospital Affiliated to Xinjiang Medical University, Xinjiang, China
| | - Ruijiao Lu
- Clinical Laboratory Center, Cancer Hospital Affiliated to Xinjiang Medical University, Xinjiang, China
| | - Xieyidai Abuduhailili
- Clinical Laboratory Center, Cancer Hospital Affiliated to Xinjiang Medical University, Xinjiang, China
| | - Yangchun Feng
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Cancer Hospital Affiliated to Xinjiang Medical University, Xinjiang, China.
- Clinical Laboratory Center, Cancer Hospital Affiliated to Xinjiang Medical University, Xinjiang, China.
- Clinical Laboratory Center, The First Huizhou Affiliated Hospital of Guangdong Medical University, Guangdong, China.
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Tian J, Li Y, Tong Y, Zhang Y, Zhao T, Kang Y, Bi Q. Uridine-cytidine kinase 2 is correlated with immune, DNA damage repair and promotion of cancer stemness in pan-cancer. Front Oncol 2025; 15:1503300. [PMID: 39931080 PMCID: PMC11807824 DOI: 10.3389/fonc.2025.1503300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Accepted: 01/03/2025] [Indexed: 02/13/2025] Open
Abstract
Background UCK2 (Uridine-Cytidine Kinase 2) is a promising prognostic marker for malignant tumors, but its association with immune infiltration and cancer stemness in pan-cancer remains to be fully understood. we find that gene UCK2 is closed related to RNA stemness scores (RNAss) and DNA stemness scores (DNAss), which is measured the tumor stemness. We also discover an association between UCK2 expression and immune cells by CIBERSORT algorithm, ESTIMATE algorithm and ssGSEA algorithm, especially, related to T cell, monocytes, mast cells, and macrophages. This study aims to shed light on the role and possible mechanism of UCK2 in pan-cancer. Methods We used the R programming language for pan-cancer bulk sequencing data analysis, which were obtained from the University of California, Santa Cruz (UCSC) datasets. UCSC database is a very useful for explore data from TCGA and other cancer genomics datasets, The data we explored at the UCK2 transcriptome level came from TCGA data in the UCSC database. We explored differential UCK2 expression between tumor and normal samples. Immunohistochemistry (IHC) was utilized to validate the expression of UCK2 in different types cancers using tumor tissue chips. The correlations of UCK2 with prognosis, genetic instability, DNA repair, cancer stem cell characteristics, and immune cell infiltration were investigated. Furthermore, single-cell datasets, acquired from the Gene Expression Omnibus (GEO) database, were used to validate the relationship between UCK2 and immune cells. GEO is a famous public genomics database supporting freely disseminates microarray data. Finally, we analyzed the correlation between UCK2 and drug sensitivity. Results UCK2 expression was observed to be high in most cancers and was remarkably related to the prognosis of pan-cancers. We found that the increased UCK2 expression was associated with higher genetic instability. Additionally, positive relationships were observed between UCK2 expression and mismatch repair genes, homologous recombination repair genes, and cancer stemness across different cancer types. There were significant correlations between UCK2 and T cells, monocytes, mast cells, and macrophages. Moreover, as expected, the immune checkpoint human leucocyte antigen (HLA) was found to be negatively related to UCK2. Similarly, UCK2 was also observed to have a negative association with major histocompatibility complex (MHC) genes. We noted that UCK2 had significant correlations with the sensitivity to various anti-cancer drug. Conclusion We have observed that UCK2 plays pivotal roles in prognosis and tumor immunity, and it is associated with DNA repair and cancer stemness. The UCK2 gene exhibits a strong correlation with the immune checkpoints HLA. This study highlights its potential impact on drug sensitivity.
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Affiliation(s)
- Jinlong Tian
- Graduate School of Bengbu Medical University, Bengbu, Anhui, China
| | - Yanlei Li
- Graduate School of Bengbu Medical University, Bengbu, Anhui, China
| | - Yu Tong
- Sports Medicine Center, Department of Orthopedics, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Yuan Zhang
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Zhejiang University of Traditional Chinese Medicine, Hangzhou, China
| | - Tingxiao Zhao
- Sports Medicine Center, Department of Orthopedics, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Yao Kang
- Sports Medicine Center, Department of Orthopedics, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Qing Bi
- Graduate School of Bengbu Medical University, Bengbu, Anhui, China
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Huang QR, Jiang Q, Tan JY, Nong RB, Yan J, Yang XW, Mo LG, Ling GY, Deng T, Gong YZ. The prognostic and immunological role of MCM3 in pan-cancer and validation of prognosis in a clinical lower-grade glioma cohort. Front Pharmacol 2024; 15:1390615. [PMID: 38698811 PMCID: PMC11063780 DOI: 10.3389/fphar.2024.1390615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 04/05/2024] [Indexed: 05/05/2024] Open
Abstract
Background: Previous studies have shown that MCM3 plays a key role in initiating DNA replication. However, the mechanism of MCM3 function in most cancers is still unknown. The aim of our study was to explore the expression, prognostic role, and immunological characteristics of MCM3 across cancers. Methods: We explored the expression pattern of MCM3 across cancers. We subsequently explored the prognostic value of MCM3 expression by using univariate Cox regression analysis. Spearman correlation analysis was performed to determine the correlations between MCM3 and immune-related characteristics, mismatching repair (MMR) signatures, RNA modulator genes, cancer stemness, programmed cell death (PCD) gene expression, tumour mutation burden (TMB), microsatellite instability (MSI), and neoantigen levels. The role of MCM3 in predicting the response to immune checkpoint blockade (ICB) therapy was further evaluated in four immunotherapy cohorts. Single-cell data from CancerSEA were analysed to assess the biological functions associated with MCM3 in 14 cancers. The clinical correlation and independent prognostic significance of MCM3 were further analysed in the TCGA and CGGA lower-grade glioma (LGG) cohorts, and a prognostic nomogram was constructed. Immunohistochemistry in a clinical cohort was utilized to validate the prognostic utility of MCM3 expression in LGG. Results: MCM3 expression was upregulated in most tumours and strongly associated with patient outcomes in many cancers. Correlation analyses demonstrated that MCM3 expression was closely linked to immune cell infiltration, immune checkpoints, MMR genes, RNA modulator genes, cancer stemness, PCD genes and the TMB in most tumours. There was an obvious difference in outcomes between patients with high MCM3 expression and those with low MCM3 expression in the 4 ICB treatment cohorts. Single-cell analysis indicated that MCM3 was mainly linked to the cell cycle, DNA damage and DNA repair. The expression of MCM3 was associated with the clinical features of LGG patients and was an independent prognostic indicator. Finally, the prognostic significance of MCM3 in LGG was validated in a clinical cohort. Conclusion: Our study suggested that MCM3 can be used as a potential prognostic marker for cancers and may be associated with tumour immunity. In addition, MCM3 is a promising predictor of immunotherapy responses.
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Affiliation(s)
- Qian-Rong Huang
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Qian Jiang
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Ju-Yuan Tan
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Ren-Bao Nong
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Jun Yan
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | | | - Li-Gen Mo
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Guo-Yuan Ling
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Teng Deng
- Department of Neurosurgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Yi-Zhen Gong
- Department of Clinical Research, Guangxi Medical University Cancer Hospital, Nanning, China
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Wang X, Chen S, Wen F, Zeng Y, Zhang Y. RNA helicase DHX33 regulates HMGB family genes in human cancer cells. Cell Signal 2023; 110:110832. [PMID: 37543097 DOI: 10.1016/j.cellsig.2023.110832] [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: 05/12/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/07/2023]
Abstract
RNA helicase DHX33 has been shown to be aberrantly expressed in various human cancers, however, its role in tumorigenesis remains incompletely understood. In this report, we uncovered that a family of DNA architecture proteins, HMGBs, can be regulated by DHX33 in cancer cells but not in normal cells. Specifically, DHX33 knockdown caused the downregulation of HMGBs at the levels of both gene transcription and protein expression. Notably, in RAS driven lung tumorigenesis, nuclear HMGBs proteins can be induced via DHX33. When DHX33 was knocked out, HMGBs overexpression was debilitated. Mechanistically, DHX33 was found to bind to the promoters of HMGB family genes and regulated their transcription through demethylation on gene promoters. Our study reveals a novel mechanism for DHX33 to promote tumorigenesis and highlights its therapeutic value in human cancers.
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Affiliation(s)
- Xingshun Wang
- The Sixth Affiliated Hospital of Kunming Medical University, Yuxi, Yunnan 653199, China
| | - Shiyun Chen
- Shenzhen KeYe Life Technologies, Co., Ltd, Shenzhen, Guangdong 518122, China; Southern University of Science and Technology, Shenzhen, China
| | - Fuyu Wen
- Shenzhen KeYe Life Technologies, Co., Ltd, Shenzhen, Guangdong 518122, China
| | - Yong Zeng
- The Sixth Affiliated Hospital of Kunming Medical University, Yuxi, Yunnan 653199, China.
| | - Yandong Zhang
- Shenzhen KeYe Life Technologies, Co., Ltd, Shenzhen, Guangdong 518122, China.
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Liang X, Zhang H, Wang Z, Zhang X, Dai Z, Zhang J, Luo P, Zhang L, Hu J, Liu Z, Bi C, Cheng Q. JMJD8 Is an M2 Macrophage Biomarker, and It Associates With DNA Damage Repair to Facilitate Stemness Maintenance, Chemoresistance, and Immunosuppression in Pan-Cancer. Front Immunol 2022; 13:875786. [PMID: 35898493 PMCID: PMC9309472 DOI: 10.3389/fimmu.2022.875786] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 05/02/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND JMJD8 has recently been identified as a cancer-related gene, but current studies provide limited information. We aimed to clarify its roles and the potential mechanisms in pan-cancer. METHODS Pan-cancer bulk sequencing data and online web tools were applied to analyze JMJD8's correlations with prognosis, genome instability, cancer stemness, DNA repair, and immune infiltration. Moreover, single-cell datasets, SpatialDB database, and multiple fluorescence staining were used to validate the association between JMJD8 expression and M2 macrophages. Further, we utilized ROCplotter and cMap web tool to analyze the therapeutic responses and screened JMJD8-targeted compounds, respectively, and we used AlphaFold2 and Discovery Studio to conduct JMJD8 homology modeling and molecular docking. RESULTS We first noticed that JMJD8 was an oncogene in many cancer types. High JMJD8 was associated with lower genome stability. We then found that high JMJD8 correlated with high expression of mismatch repair genes, stemness, homologous repair gene signature in more than 9 cancers. ESTIMATE and cytokine analyses results presented JMJD8's association with immunosuppression. Also, immune checkpoint CD276 was positively relevant to JMJD8. Subsequently, we validated JMJD8 as the M2 macrophage marker and showed its connection with other immunosuppressive cells and CD8+ T-cell depression. Finally, potential JMJD8-targeted drugs were screened out and docked to JMJD8 protein. CONCLUSION We found that JMJD8 was a novel oncogene, and it correlated with immunosuppression and DNA repair. JMJD8 was highly associated with immune checkpoint CD276 and was an M2 macrophage biomarker in many cancers. This study will reveal JMJD8's roles in pan-cancer and its potential as a novel therapeutic target.
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Affiliation(s)
- Xisong Liang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Hao Zhang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Zeyu Wang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Xun Zhang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Ziyu Dai
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Jian Zhang
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Peng Luo
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Longbo Zhang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Jason Hu
- Department of Neonatology, Yale School of Medicine, New Haven, CT, United States
| | - Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Changlong Bi
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Quan Cheng
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, China
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