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基于多组学的KPNA2分析突出了其在肝细胞癌中的多种潜力。

Multiomics-based analyses of KPNA2 highlight its multiple potentials in hepatocellular carcinoma.

作者信息

Zhang Jinzhong, Zhang Xiuzhi, Wang Lingxiao, Kang Chunyan, Li Ningning, Xiao Zhefeng, Dai Liping

机构信息

Department of Pathology, Henan Medical College, Zhengzhou, Henan Province, China.

NHC Key Laboratory of Cancer Proteomics, Xiangya Hospital, Central South University, Changsha, Hunan Province, China.

出版信息

PeerJ. 2021 Sep 21;9:e12197. doi: 10.7717/peerj.12197. eCollection 2021.

Abstract

Dysregulation and prognostic roles of Karyopherin 2 (KPNA2) were reported in many malignancies including hepatocellular carcinoma (HCC). A multi-omics analysis of KPNA2 is needed to gain a deeper understanding of its multilevel molecular characteristics and provide novel clues for HCC diagnosis, prognosis, and target therapy. Herein multi-omic alterations of KPNA2 were analyzed at genetic, epigenetic, transcript, and protein levels with evaluation of their relevance with clinicopathological features of HCC by integrative analyses. The significant correlations of KPNA2 expression with its gene copy number variation (CNV) and methylation status were shown through Spearman correlation analyses. With Cox regression, Kaplan-Meier survival, and receiver operating characteristic (ROC) analyses, based on the factors of KPNA2 CNV, methylation, expression, and tumor stage, risk models for HCC overall survival (OS) and disease-free survival (DFS) were constructed which could discriminate the 1-year, 3-year, and 5-year OS/DFS status effectively. With Microenvironment Cell Populations-counter (MCP-counter), the immune infiltrations of HCC samples were evaluated and their associations with KPNA2 were shown. KPNA2 expression in liver was found to be influenced by low fat diet and presented significant correlations with fatty acid metabolism and fatty acid synthase activity in HCC. KPNA2 was detected lowered in HCC patient's plasma by enzyme linked immunosorbent assay (ELISA), consistent with its translocation to nuclei of HCC cells. In conclusion, KPNA2 multilevel dysregulation in HCC and its correlations with immune infiltration and the fatty acid metabolism pathway indicated its multiple roles in HCC. The clinicopathological significance of KPNA2 was highlighted through the in-depth analyses at multilevels.

摘要

核转运蛋白2(KPNA2)的失调及其预后作用已在包括肝细胞癌(HCC)在内的多种恶性肿瘤中得到报道。需要对KPNA2进行多组学分析,以更深入地了解其多层次分子特征,并为HCC的诊断、预后和靶向治疗提供新线索。在此,通过综合分析,在基因、表观遗传、转录和蛋白质水平上分析了KPNA2的多组学改变,并评估了它们与HCC临床病理特征的相关性。通过Spearman相关性分析显示了KPNA2表达与其基因拷贝数变异(CNV)和甲基化状态的显著相关性。基于KPNA2 CNV、甲基化、表达和肿瘤分期等因素,通过Cox回归、Kaplan-Meier生存分析和受试者工作特征(ROC)分析,构建了HCC总生存(OS)和无病生存(DFS)的风险模型,该模型可以有效区分1年、3年和5年的OS/DFS状态。使用微环境细胞群体计数器(MCP-counter)评估了HCC样本的免疫浸润情况,并显示了它们与KPNA2的关联。发现肝脏中KPNA2的表达受低脂饮食影响,并且与HCC中的脂肪酸代谢和脂肪酸合酶活性显著相关。通过酶联免疫吸附测定(ELISA)检测到HCC患者血浆中的KPNA2降低,这与其向HCC细胞核的易位一致。总之,HCC中KPNA2的多层次失调及其与免疫浸润和脂肪酸代谢途径的相关性表明了其在HCC中的多种作用。通过多层次的深入分析突出了KPNA2的临床病理意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/688b/8462373/97059926a670/peerj-09-12197-g001.jpg

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