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识别与 DNA 损伤修复相关的 LncRNA 特征用于预测肝细胞癌的预后和免疫治疗反应

英文原题:Identification of a DNA damage repair-related LncRNA signature for predicting the prognosis and immunotherapy response of hepatocellular carcinoma.

查看英文原题

Identification of a DNA damage repair-related LncRNA signature for predicting the prognosis and immunotherapy response of hepatocellular carcinoma.

PubMed 2024/02/08(内容时间) BMC Genomics Q2 · IF 3.9(JCR 2025)

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研究概要

我们的发现为 HCC 中与 DDR 相关的 lncRNAs 提供了有前景的见解,并为预后和治疗反应提供了一个个性化预测工具。

研究思路结论见上方概要

DNA损伤修复(DDR)可能影响肝细胞癌(HCC)的肿瘤发生和治疗反应。长链非编码RNA(LncRNA)可以调控DDR,并在维持癌症基因组稳定性中发挥重要作用。在此,我们鉴定了一个HCC中与DDR相关的预后特征,并探讨了其潜在的临床价值。

HCC样本数据来自癌症基因组图谱(TCGA),并从分子特征数据库(MSigDB)中提取了DDR相关基因列表。使用最小绝对收缩和选择算子-cox回归构建了与总生存期(OS)相关的DDR相关lncRNAs特征,并通过Kaplan-Meier曲线和受试者工作特征曲线进一步验证。建立了整合其他临床风险因素的列线图。此外,还探讨了该特征与体细胞突变、免疫景观和药物敏感性之间的关系。

构建了5个DDR相关lncRNA的预后模型,并以中位截断值将患者分为两个风险组。低风险组的OS更好,该特征在HCC中是独立的预后指标。构建了该特征联合TNM分期的列线图。TP53基因在高风险组中突变更为频繁。两组之间观察到免疫细胞的显著差异,如CD4 + T细胞、NK细胞和巨噬细胞。此外,在高风险组中发现免疫检查点分子表达增加。低风险组对索拉非尼或顺铂表现出显著更高的应答。最后,该特征的潜在价值在真实世界HCC患者中得到了验证。

展开英文摘要原文

DNA damage repair (DDR) may affect tumorigenesis and therapeutic response in hepatocellular carcinoma (HCC). Long noncoding RNAs (LncRNAs) can regulate DDR and play a vital role in maintaining genomic stability in cancers. Here, we identified a DDR-related prognostic signature in HCC and explored its potential clinical value.

Data of HCC samples were obtained from the Cancer Genome Atlas (TCGA), and a list of DDR-related genes was extracted from the Molecular Signatures database (MSigDB). A DDR-related lncRNAs signature associated to overall survival (OS) was constructed using the least absolute shrinkage and selection operator-cox regression, and was further validated by the Kaplan-Meier curve and receiver operating characteristic curve. A nomogram integrating other clinical risk factors was established. Moreover, the relationships between the signature with somatic mutation, immune landscape and drug sensitivity were explored.

The prognostic model of 5 DDR-related lncRNAs was constructed and classified patients into two risk groups at median cut-off. The low-risk group had a better OS, and the signature was an independent prognostic indicator in HCC. A nomogram of the signature combined with TNM stage was constructed. TP53 gene was more frequently mutated in the high-risk group. Marked differences in immune cells were observed, such as CD4 + T cells, NK cells and macrophages, between the two groups. Moreover, an increase in the expression of immune checkpoint molecules was found in the high-risk group. The low-risk group presented with a significantly higher response to sorafenib or cisplatin. Finally, potential value of this signature was validated in real-world HCC patients.

Our findings provided a promising insight into DDR-related lncRNAs in HCC and a personalized prediction tool for prognosis and therapeutic response.

论文信息

作者
Huang F、Zhang C、Yang W、Zhou Y、Yang Y、Yang X、Guo W、Wang B
第一作者单位
Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.China
通讯作者单位
Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China. wang.beili1@zs-hospital.sh.cn.China
期刊
BMC genomics2024 Feb 8
原文标识
PubMed 38326754 · DOI 10.1186/s12864-024-10055-1