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基底膜相关调节因子预测肝细胞癌的预后和对多种治疗的反应。

Basement membrane-related regulators for prediction of prognoses and responses to diverse therapies in hepatocellular carcinoma.

机构信息

Department of Anesthesiology, Renmin Hospital of Wuhan University, No.238, Jiefang Road, Wuhan, 430061, Hubei Province, China.

Department of Pancreatic Surgery, Renmin Hospital of Wuhan University, No.238, Jiefang Road, Wuhan, 430061, Hubei Province, China.

出版信息

BMC Med Genomics. 2023 Apr 20;16(1):81. doi: 10.1186/s12920-023-01504-z.

Abstract

BACKGROUND

Hepatocellular carcinoma (HCC) remains a global health threat. Finding a novel biomarker for assessing the prognosis and new therapeutic targets is vital to treating this patient population. Our study aimed to explore the contribution of basement membrane-related regulators (BMR) to prognostic assessment and therapeutic response prediction in HCC.

MATERIAL AND METHODS

The RNA sequencing and clinical information of HCC were downloaded from TCGA-LIHC, ICGC-JP, GSE14520, GSE104580, and CCLE datasets. The BMR signature was created by the Least Absolute Shrinkage and Selection Operator (LASSO) algorithm and used to separate HCC patients into low- and high-risk groups. We conducted analyses using various R 4.1.3 software packages to compare prognoses and responses to immunotherapy, transcatheter arterial chemoembolization (TACE), and chemotherapeutic drugs between the groups. Additionally, stemness indices, molecular functions, and somatic mutation analyses were further explored in these subgroups.

RESULTS

The BMR signature included 3 basement membrane-related genes (CTSA, P3H1, and ADAM9). We revealed that BMR signature was an independent risk contributor to poor prognosis in HCC, and high-risk group patients presented shorter overall survival. We discovered that patients in the high-risk group might be responsive to immunotherapy, while patients in the low-risk group may be susceptible to TACE therapy. Over 300 agents were screened to identify effective drugs for the two subgroups.

CONCLUSION

Overall, basement membrane-related regulators represent novel biomarkers in HCC for assessing prognosis, response to immunotherapy, the effectiveness of TACE therapy, and drug susceptibility.

摘要

背景

肝细胞癌(HCC)仍然是全球健康威胁。寻找新的生物标志物来评估预后和新的治疗靶点对于治疗这一患者群体至关重要。我们的研究旨在探讨基底膜相关调节因子(BMR)对 HCC 预后评估和治疗反应预测的贡献。

材料和方法

从 TCGA-LIHC、ICGC-JP、GSE14520、GSE104580 和 CCLE 数据集下载 HCC 的 RNA 测序和临床信息。使用最小绝对值收缩和选择算子(LASSO)算法创建 BMR 特征,并将 HCC 患者分为低风险组和高风险组。我们使用各种 R 4.1.3 软件包进行分析,比较两组之间的预后和对免疫治疗、经导管动脉化疗栓塞(TACE)和化疗药物的反应。此外,还进一步探索了这些亚组中的干性指数、分子功能和体细胞突变分析。

结果

BMR 特征包括 3 个基底膜相关基因(CTSA、P3H1 和 ADAM9)。我们揭示 BMR 特征是 HCC 预后不良的独立危险因素,高风险组患者的总生存期更短。我们发现高风险组的患者可能对免疫治疗有反应,而低风险组的患者可能对 TACE 治疗敏感。筛选了 300 多种药物,以确定这两个亚组的有效药物。

结论

总体而言,基底膜相关调节因子是 HCC 中评估预后、免疫治疗反应、TACE 治疗效果和药物敏感性的新型生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2131/10116671/a5d0d7e992de/12920_2023_1504_Fig1_HTML.jpg

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