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单核苷酸多态性rs615552和长链非编码RNA CDKN2B-AS1通过多组学机制影响脑癌发病机制。

SNP rs615552 and lncRNA CDKN2B-AS1 influence brain cancer pathogenesis through multi-omic mechanisms.

作者信息

Ye Zheng, Yuan Jiaqi, Yi Qianbei, Xu Peng, Liu Wenbin

机构信息

School of Mathematics and Information Science, Guangzhou University, Guangzhou, 510006, China.

Institute of Computational Science and Technology, Guangzhou University, Guangzhou, China.

出版信息

Sci Rep. 2025 Jul 28;15(1):27490. doi: 10.1038/s41598-025-10360-z.

Abstract

Brain cancer represents a complex disease influenced by a multitude of genetic and epigenetic factors. This study aims to elucidate the role of specific single nucleotide polymorphisms (SNPs) and long non-coding RNAs (lncRNAs) in the pathogenesis of brain cancer, employing a multi-omics approach. We conducted extensive eQTL, mQTL, haQTL, sQTL, and caQTL analyses to identify genetic variants and lncRNAs associated with brain cancer. Integration with GWAS-GWAS colocalization analysis provided insights into shared genetic mechanisms with other diseases. We further investigated copy number variation (CNV) and methylation status in relation to gene expression, and their prognostic implications in different brain cancer subtypes. SNP rs615552_AL359922.1 exhibited significant colocalization with key genes CDKN2A, CDKN2B, and CDKN2B-AS1, implicating its role in the regulation of gene expression. The long non-coding RNA CDKN2B-AS1 demonstrated both co-occurrence and co-expression with CDKN2A and CDKN2B, suggesting a coordinated regulatory mechanism among these genes. TERT emerged as a gene with shared susceptibility across brain cancer and other diseases, indicating a common genetic pathway. Methylation sites associated with mQTL, such as cg03935379 (TERT) and cg14069088 (CDKN2A), were identified as independent prognostic factors for lower-grade glioma (LGG), but not for glioblastoma multiforme (GBM). Bulk RNA-seq, spatial, and single-cell transcriptomic analyses revealed that CDKN2B-AS1 is predominantly expressed in malignant and dendritic cells (DCs), and is associated with DNA repair pathways in malignant cells and antigen presentation genes in DCs. This study offers a comprehensive perspective on the genetic and molecular factors influencing brain cancer. The results highlight the intricate nature of gene regulation in cancer and suggest the potential of CDKN2B-AS1 as a key regulator of immune responses and tumor suppressor genes. The SNP rs615552_AL359922.1 represents a significant pathogenic SNP for brain cancer. The identification of shared genetic mechanisms, particularly involving TERT, with other diseases points to new opportunities for developing therapeutic targets and diagnostic tools. Future research should focus on functional validation and the investigation of environmental interactions to fully leverage these findings for advancing brain cancer management.

摘要

脑癌是一种受多种遗传和表观遗传因素影响的复杂疾病。本研究旨在采用多组学方法阐明特定单核苷酸多态性(SNP)和长链非编码RNA(lncRNA)在脑癌发病机制中的作用。我们进行了广泛的eQTL、mQTL、haQTL、sQTL和caQTL分析,以鉴定与脑癌相关的遗传变异和lncRNA。与全基因组关联研究(GWAS)的GWAS共定位分析相结合,为了解与其他疾病共享的遗传机制提供了见解。我们进一步研究了拷贝数变异(CNV)和甲基化状态与基因表达的关系,以及它们在不同脑癌亚型中的预后意义。SNP rs615552_AL359922.1与关键基因CDKN2A、CDKN2B和CDKN2B-AS1表现出显著的共定位,表明其在基因表达调控中的作用。长链非编码RNA CDKN2B-AS1与CDKN2A和CDKN2B同时出现并共表达,提示这些基因之间存在协同调控机制。端粒酶逆转录酶(TERT)成为一种在脑癌和其他疾病中具有共同易感性的基因,表明存在共同的遗传途径。与mQTL相关的甲基化位点,如cg03935379(TERT)和cg14069088(CDKN2A),被确定为低级别胶质瘤(LGG)而非多形性胶质母细胞瘤(GBM)的独立预后因素。大量RNA测序、空间转录组和单细胞转录组分析表明CDKN2B-AS1主要在恶性细胞和树突状细胞(DC)中表达,并与恶性细胞中的DNA修复途径以及DC中的抗原呈递基因相关。本研究提供了关于影响脑癌的遗传和分子因素的全面观点。结果突出了癌症中基因调控的复杂性,并表明CDKN2B-AS1作为免疫反应和肿瘤抑制基因的关键调节因子的潜力。SNP rs615552_AL359922.1是脑癌的一个重要致病SNP。与其他疾病共享的遗传机制的鉴定,特别是涉及TERT的机制,为开发治疗靶点和诊断工具带来了新机会。未来的研究应侧重于功能验证以及环境相互作用的研究,以充分利用这些发现来推进脑癌管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/858f/12304104/690adb74f46a/41598_2025_10360_Fig1_HTML.jpg

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