{"title":"CKS2在高级别和复发性脑膜瘤中过表达,并通过CKS2/miR-26a/miR-101轴作为癌基因发挥作用。","authors":"Anuja Sharma, Ritanksha Joshi, Deepshikha Shahdeo, Jyotsna Singh, Vaishali Suri, Ritu Kulshreshtha","doi":"10.1016/j.compbiomed.2025.111142","DOIUrl":null,"url":null,"abstract":"<p><p>Meningiomas are among the most common CNS tumors, typically benign (WHO grade 1) but with increasing malignancy in higher grades (2 and 3). Currently, there are no therapeutic alternatives for meningioma apart from surgery and radiotherapy. We performed multi-GEO dataset analyses to identify differentially expressed genes, pathways and ontologies, and hub genes within meningioma grades and/or recurrent tumors. Notably, cell cycle regulators (BUB1, CDK1, CCNB1, CCNB2, TOP2A, CKS2), kinesins (KIF11, KIF20A), and glutathione metabolism genes (GSTM1/3/5) were prominent. CKS2 was identified as a consistently upregulated gene in both higher-grade and recurrent tumors in multi-datasets and was selected for functional analyses. We first validated CKS2 expression in Indian meningioma patient cohort, demonstrating increased levels in higher grades. siRNA-mediated knockdown of CKS2 in meningioma cell line significantly reduced proliferation, colony formation, and migration, and altered cell cycle progression (notably G2-M transition). Univariate and multivariate cox survival analysis identified CKS2 as an independent prognostic factor for meningioma recurrence; its high expression correlated with shorter restricted mean survival time (RMST) to recurrence. ROC analysis revealed strong diagnostic potential of CKS2 in distinguishing high-grade and recurrent meningiomas. Further, epigenetic regulation of CKS2 via downregulated microRNAs-miR-26a-5p and miR-101-3p, and their tumor-suppressive effects in meningioma were elucidated. In summary, we identify the CKS2/miR-26a/miR-101 axis as a key regulatory axis in advanced grade meningiomas with therapeutic potential and highlight CKS2 as a promising diagnostic and prognostic marker.</p>","PeriodicalId":10578,"journal":{"name":"Computers in biology and medicine","volume":"198 Pt A","pages":"111142"},"PeriodicalIF":6.3000,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"CKS2 is overexpressed in high-grade and recurrent meningiomas and functions as an oncogene via the CKS2/miR-26a/miR-101 axis.\",\"authors\":\"Anuja Sharma, Ritanksha Joshi, Deepshikha Shahdeo, Jyotsna Singh, Vaishali Suri, Ritu Kulshreshtha\",\"doi\":\"10.1016/j.compbiomed.2025.111142\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Meningiomas are among the most common CNS tumors, typically benign (WHO grade 1) but with increasing malignancy in higher grades (2 and 3). Currently, there are no therapeutic alternatives for meningioma apart from surgery and radiotherapy. We performed multi-GEO dataset analyses to identify differentially expressed genes, pathways and ontologies, and hub genes within meningioma grades and/or recurrent tumors. Notably, cell cycle regulators (BUB1, CDK1, CCNB1, CCNB2, TOP2A, CKS2), kinesins (KIF11, KIF20A), and glutathione metabolism genes (GSTM1/3/5) were prominent. CKS2 was identified as a consistently upregulated gene in both higher-grade and recurrent tumors in multi-datasets and was selected for functional analyses. We first validated CKS2 expression in Indian meningioma patient cohort, demonstrating increased levels in higher grades. siRNA-mediated knockdown of CKS2 in meningioma cell line significantly reduced proliferation, colony formation, and migration, and altered cell cycle progression (notably G2-M transition). Univariate and multivariate cox survival analysis identified CKS2 as an independent prognostic factor for meningioma recurrence; its high expression correlated with shorter restricted mean survival time (RMST) to recurrence. ROC analysis revealed strong diagnostic potential of CKS2 in distinguishing high-grade and recurrent meningiomas. Further, epigenetic regulation of CKS2 via downregulated microRNAs-miR-26a-5p and miR-101-3p, and their tumor-suppressive effects in meningioma were elucidated. In summary, we identify the CKS2/miR-26a/miR-101 axis as a key regulatory axis in advanced grade meningiomas with therapeutic potential and highlight CKS2 as a promising diagnostic and prognostic marker.</p>\",\"PeriodicalId\":10578,\"journal\":{\"name\":\"Computers in biology and medicine\",\"volume\":\"198 Pt A\",\"pages\":\"111142\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2025-10-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers in biology and medicine\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1016/j.compbiomed.2025.111142\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers in biology and medicine","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.compbiomed.2025.111142","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
脑膜瘤是最常见的中枢神经系统肿瘤之一,通常为良性(WHO分级为1级),但恶性程度越高(WHO分级为2级和3级),恶性程度越高。目前,除了手术和放疗,脑膜瘤没有其他治疗方法。我们进行了多geo数据集分析,以确定脑膜瘤分级和/或复发肿瘤中的差异表达基因、途径和本体以及枢纽基因。值得注意的是,细胞周期调节因子(BUB1、CDK1、CCNB1、CCNB2、TOP2A、CKS2)、运动蛋白(KIF11、KIF20A)和谷胱甘肽代谢基因(GSTM1/3/5)显著。在多个数据集中,CKS2被确定为高级别和复发性肿瘤中一致上调的基因,并被选中进行功能分析。我们首先验证了CKS2在印度脑膜瘤患者队列中的表达,表明在更高级别的患者中表达水平升高。在脑膜瘤细胞系中,sirna介导的CKS2敲低可显著降低增殖、集落形成和迁移,并改变细胞周期进程(特别是G2-M转变)。单因素和多因素cox生存分析发现CKS2是脑膜瘤复发的独立预后因素;其高表达与较短的复发限制平均生存时间(RMST)相关。ROC分析显示CKS2在鉴别高级别脑膜瘤和复发性脑膜瘤方面具有很强的诊断潜力。此外,通过下调microrna - mir -26a-5p和miR-101-3p对CKS2的表观遗传调控及其在脑膜瘤中的肿瘤抑制作用被阐明。总之,我们确定CKS2/miR-26a/miR-101轴是具有治疗潜力的晚期脑膜瘤的关键调控轴,并强调CKS2是一个有希望的诊断和预后标志物。
CKS2 is overexpressed in high-grade and recurrent meningiomas and functions as an oncogene via the CKS2/miR-26a/miR-101 axis.
Meningiomas are among the most common CNS tumors, typically benign (WHO grade 1) but with increasing malignancy in higher grades (2 and 3). Currently, there are no therapeutic alternatives for meningioma apart from surgery and radiotherapy. We performed multi-GEO dataset analyses to identify differentially expressed genes, pathways and ontologies, and hub genes within meningioma grades and/or recurrent tumors. Notably, cell cycle regulators (BUB1, CDK1, CCNB1, CCNB2, TOP2A, CKS2), kinesins (KIF11, KIF20A), and glutathione metabolism genes (GSTM1/3/5) were prominent. CKS2 was identified as a consistently upregulated gene in both higher-grade and recurrent tumors in multi-datasets and was selected for functional analyses. We first validated CKS2 expression in Indian meningioma patient cohort, demonstrating increased levels in higher grades. siRNA-mediated knockdown of CKS2 in meningioma cell line significantly reduced proliferation, colony formation, and migration, and altered cell cycle progression (notably G2-M transition). Univariate and multivariate cox survival analysis identified CKS2 as an independent prognostic factor for meningioma recurrence; its high expression correlated with shorter restricted mean survival time (RMST) to recurrence. ROC analysis revealed strong diagnostic potential of CKS2 in distinguishing high-grade and recurrent meningiomas. Further, epigenetic regulation of CKS2 via downregulated microRNAs-miR-26a-5p and miR-101-3p, and their tumor-suppressive effects in meningioma were elucidated. In summary, we identify the CKS2/miR-26a/miR-101 axis as a key regulatory axis in advanced grade meningiomas with therapeutic potential and highlight CKS2 as a promising diagnostic and prognostic marker.
期刊介绍:
Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.