Multiomics analysis of homologous recombination deficiency across cancer types.

0 MEDICINE, RESEARCH & EXPERIMENTAL Biomolecules & biomedicine Pub Date : 2024-12-11 DOI:10.17305/bb.2024.10448
Lin Dong, Lin Li, Linyan Zhu, Fei Xu, Rumeng Zhang, Qiushuang Li, Yong Zhu, Zhutian Zeng, Keshuo Ding
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Abstract

There remains ongoing debate regarding the association of homologous recombination deficiency (HRD) with patient survival across various malignancies, highlighting the need for a comprehensive understanding of HRD's role in different cancer types. Based on data from databases, we conducted a multivariable omics analysis on HRD in 33 cancer types, focusing mainly on 23 cancers in which HRD was significantly associated with patient overall survival (OS) rates. This analysis included the mechanisms related to patient prognosis, gene expression, gene mutation, and signaling pathways. In this study, HRD was found to be significantly associated with patient prognosis, but its impact varied among different cancers. HRD was linked to different outcomes for patients with distinct tumor subtypes and was correlated with clinical features such as clinical stage and tumor grade. Driver gene mutations, including TP53, MUC4, KRAS, HRAS, FLG, ANK3, BRCA2, ATRX, FGFR3, NFE2L2, MAP3K1, PIK3CA, CIC, FUBP1, ALB, CTNNB1, and MED12, were associated with HRD across specific cancer types. We also analyzed differentially expressed genes (DEGs) and differentially methylated regions (DMRs) in relation to HRD levels in these cancers. Furthermore, we explored the correlation between HRD and signaling pathways, as well as immune cell infiltration. Overall, our findings contribute to a comprehensive understanding of HRD's multifaceted role in cancer.

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跨癌症类型同源重组缺陷的多组学分析
关于同源重组缺陷(HRD)与各种恶性肿瘤患者生存率的关系,目前仍存在争论,这凸显了全面了解HRD在不同癌症类型中的作用的必要性。根据数据库中的数据,我们对33种癌症类型中的HRD进行了多变量omics分析,主要集中在HRD与患者总生存率(OS)显著相关的23种癌症中。该分析包括与患者预后、基因表达、基因突变和信号通路相关的机制。这项研究发现,HRD与患者预后有显著相关性,但其影响因癌症而异。HRD与不同肿瘤亚型患者的不同预后有关,并与临床分期和肿瘤分级等临床特征相关。包括 TP53、MUC4、KRAS、HRAS、FLG、ANK3、BRCA2、ATRX、FGFR3、NFE2L2、MAP3K1、PIK3CA、CIC、FUBP1、ALB、CTNNB1 和 MED12 在内的驱动基因突变与特定癌症类型的 HRD 相关。我们还分析了这些癌症中与 HRD 水平相关的差异表达基因(DEGs)和差异甲基化区域(DMRs)。此外,我们还探讨了 HRD 与信号通路以及免疫细胞浸润之间的相关性。总之,我们的研究结果有助于全面了解 HRD 在癌症中的多方面作用。
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