Suppr超能文献

肝细胞癌中染色质调节因子的特征分析以指导临床治疗

Characterization of chromatin regulators in hepatocellular carcinoma to guide clinical therapy.

作者信息

Jia Xiangen, Zhang Guozhi

机构信息

North China University of Science and Technology Affiliated Hospital, Tangshan, China.

North China University of Science and Technology, Tangshan, China.

出版信息

Front Genet. 2022 Aug 25;13:961018. doi: 10.3389/fgene.2022.961018. eCollection 2022.

Abstract

Hepatocellular carcinoma (HCC) is notorious for its high mortality and incidence. Accumulating evidence confirms that chromatin regulators (CRs) have a significant impact on cancer. Therefore, exploring the mode of action and prognostic value of CRs is imminent for the treatment of hepatocellular carcinoma. Transcriptome and clinical data for this study have been downloaded from TCGA (https://portal.gdc.cancer.gov/) and ICGC (https://dcc.icgc.org/). Univariate analysis was used to screen CRs with prognostic value, and our prognostic risk score signature was developed using least absolute shrinkage along with selection operator (lasso) Cox regression analysis. The CRs-based prognostic model was constructed in the TCGA dataset, and low-risk HCC patients had a better prognosis, which was finally validated in the ICGC dataset. We used the receiver operating characteristic curve to identify the accuracy of the prediction model and establish a line chart to prove the clinical effectiveness of the model. We also discussed the differences in drug sensitivity CellMiner database, tumor immune microenvironment ssGSEA algorithm, and clinical characteristics among different risk groups. A prognostic model consisting of seven CRs was constructed and verified in HCC patients. Furthermore, we found that this risk score prognostic signature could independently predict the prognosis of HCC patients. Functional enrichment analysis revealed that CRs are mainly associated with cancer-related signaling pathways and metabolic pathways. In addition, immune cell abundance correlates with risk score levels In brief, we systematically explored the mode of action of CRs in HCC patients and established a reliable prognostic prediction model.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ddbd/9452841/ef6090371181/fgene-13-961018-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验