Bioinformatical and experimental validation on EFNA5 biomarker for pancreatic cancer

IF 5.3 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Arabian Journal of Chemistry Pub Date : 2024-09-13 DOI:10.1016/j.arabjc.2024.105990
Ze Hua , Rongshuang Zhao , Wenbo Guan , Siya Liu , Jurui Ge , Yiran Zhang , Suliman Khan , Zhenjie Pan , Jian Wang
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Abstract

Pancreatic cancer is one of the most aggressive malignancies in the digestive system, characterized by vague early symptoms and rapid disease progression. Currently, treatment options for pancreatic cancer are limited, with unsatisfactory outcomes and poor prognosis, as the overall 5-year survival rate is less than 10%. Therefore, it is crucial to identify new biomarkers for pancreatic cancer.
We analyzed the differential expression of EFNA5 at the mRNA level using data from the TCGA, GTEX, and GEO databases, followed by validation of EFNA5 protein expression differences through immunohistochemistry. Kaplan-Meier survival analysis and Cox regression analysis were used to explore the prognostic value of EFNA5. KEGG, GO enrichment analyses, and GSEA were employed to predict the biological functions of EFNA5. Bioinformatics algorithms were utilized to analyze the impact of EFNA5 on drug sensitivity, immune cell infiltration, and tumor mutational burden. Finally, we conducted cell phenotype experiments to investigate the effects of EFNA5 on the proliferation, migration, and invasion of pancreatic cancer cells. Bioinformatics data showed that the mRNA level of EFNA5 was higher in pancreatic cancer tissues compared to normal tissues. Immunohistochemistry experiments confirmed that the protein expression level of EFNA5 was significantly higher in pancreatic cancer tissues (n = 19) than in adjacent normal tissues (n = 19). Survival analysis indicated that the overall survival (OS) and progression-free survival (PFS) were worse in the high EFNA5 expression group compared to the low expression group. Univariate and multivariate Cox regression analyses demonstrated that EFNA5 is a risk factor affecting the prognosis of pancreatic cancer patients. KEGG pathway enrichment analysis revealed that differentially expressed genes (DEGs) between high and low EFNA5 expression groups were primarily enriched in pathways such as PI3K/Akt, axon guidance, and focal adhesion. GO enrichment analysis showed that DEGs were mainly associated with functions like epidermis development, cell adhesion, and intercellular junctions. Immune cell infiltration analysis found that EFNA5 expression was correlated with the infiltration levels of various immune cells. The tumor mutational burden was higher in the high EFNA5 expression group compared to the low expression group. Drug sensitivity analysis indicated that the high EFNA5 expression group had lower sensitivity to several commonly used chemotherapy drugs for pancreatic cancer. Cellular experiments demonstrated that knocking down EFNA5 inhibited the proliferation, invasion, and migration of pancreatic cancer cells. EFNA5 is overexpressed in pancreatic cancer tissues, and its high expression is associated with poor prognosis in pancreatic cancer patients. Downregulation of EFNA5 reduces the proliferation, migration, and invasion capabilities of the pancreatic cancer cell line BxPC-3. EFNA5 is closely related to the occurrence, development, prognosis, immune infiltration, and drug sensitivity of pancreatic cancer. Our study suggests that EFNA5 is a potential biomarker and therapeutic target.
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胰腺癌 EFNA5 生物标志物的生物信息学和实验验证
胰腺癌是消化系统中最具侵袭性的恶性肿瘤之一,其特点是早期症状模糊,病情发展迅速。目前,胰腺癌的治疗方案有限,疗效不理想,预后差,5 年总生存率不到 10%。我们利用 TCGA、GTEX 和 GEO 数据库的数据分析了 EFNA5 在 mRNA 水平上的差异表达,然后通过免疫组化验证了 EFNA5 蛋白表达的差异。Kaplan-Meier生存分析和Cox回归分析用于探讨EFNA5的预后价值。利用KEGG、GO富集分析和GSEA来预测EFNA5的生物学功能。利用生物信息学算法分析了 EFNA5 对药物敏感性、免疫细胞浸润和肿瘤突变负荷的影响。最后,我们进行了细胞表型实验,研究 EFNA5 对胰腺癌细胞增殖、迁移和侵袭的影响。生物信息学数据显示,与正常组织相比,胰腺癌组织中 EFNA5 的 mRNA 水平较高。免疫组化实验证实,胰腺癌组织(n = 19)中 EFNA5 蛋白表达水平明显高于邻近的正常组织(n = 19)。生存分析表明,与低表达组相比,EFNA5高表达组的总生存期(OS)和无进展生存期(PFS)更差。单变量和多变量Cox回归分析表明,EFNA5是影响胰腺癌患者预后的一个危险因素。KEGG通路富集分析显示,EFNA5高表达组和低表达组之间的差异表达基因(DEGs)主要富集在PI3K/Akt、轴突导向和病灶粘附等通路中。GO富集分析表明,DEGs主要与表皮发育、细胞粘附和细胞间连接等功能有关。免疫细胞浸润分析发现,EFNA5的表达与各种免疫细胞的浸润水平相关。与低表达组相比,高 EFNA5 表达组的肿瘤突变负荷更高。药物敏感性分析表明,EFNA5高表达组对几种常用的胰腺癌化疗药物的敏感性较低。细胞实验表明,敲除 EFNA5 可抑制胰腺癌细胞的增殖、侵袭和迁移。EFNA5 在胰腺癌组织中过表达,它的高表达与胰腺癌患者的不良预后有关。下调 EFNA5 可降低胰腺癌细胞系 BxPC-3 的增殖、迁移和侵袭能力。EFNA5 与胰腺癌的发生、发展、预后、免疫浸润和药物敏感性密切相关。我们的研究表明 EFNA5 是一种潜在的生物标记物和治疗靶点。
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来源期刊
Arabian Journal of Chemistry
Arabian Journal of Chemistry CHEMISTRY, MULTIDISCIPLINARY-
CiteScore
10.80
自引率
3.30%
发文量
763
审稿时长
63 days
期刊介绍: The Arabian Journal of Chemistry is an English language, peer-reviewed scholarly publication in the area of chemistry. The Arabian Journal of Chemistry publishes original papers, reviews and short reports on, but not limited to: inorganic, physical, organic, analytical and biochemistry. The Arabian Journal of Chemistry is issued by the Arab Union of Chemists and is published by King Saud University together with the Saudi Chemical Society in collaboration with Elsevier and is edited by an international group of eminent researchers.
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