Identification of novel biomarkers with potential for diagnosis and prognosis of gastric cancer: a Bioinformatics Approach

Marcos Vinicius Rossetto, Fernanda Pessi de Abreu, Pedro Lenz Casa, Ivaine Tais Sauthier Sartor, Scheila de Avila e Silva
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Abstract

Introduction: Gastric cancer (GC) is the fifth most diagnosed neoplasia and the third leading cause of cancer-related deaths. A substantial number of patients exhibit an advanced GC stage once diagnosed. Therefore, the search for biomarkers contributes to the improvement and development of therapies. Objective: This study aimed to identify potential GC biomarkers making use of in silico tools. Methods: Gastric tissue microarray data available in Gene Expression Omnibus and The Cancer Genome Atlas Program was extracted. We applied statistical tests in the search for differentially expressed genes between tumoral and non-tumoral adjacent tissue samples. The selected genes were submitted to an in-house tool for analyses of functional enrichment, survival rate, histological and molecular classifications, and clinical follow-up data. A decision tree analysis was performed to evaluate the predictive power of the potential biomarkers. Results: In total, 39 differentially expressed genes were found, mostly involved in extracellular structure organization, extracellular matrix organization, and angiogenesis. The genes SLC7A8, LY6E, and SIDT2 showed potential as diagnostic biomarkers considering the differential expression results coupled with the high predictive power of the decision tree models. Moreover, GC samples showed lower SLC7A8 and SIDT2 expression, whereas LY6E was higher. SIDT2 demonstrated a potential prognostic role for the diffuse type of GC, given the higher patient survival rate for lower gene expression. Conclusion: Our study outlines novel biomarkers for GC that may have a key role in tumor progression. Nevertheless, complementary in vitro analyses are still needed to further support their potential.
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鉴定具有胃癌诊断和预后潜力的新型生物标志物:生物信息学方法
简介:胃癌(GC)是第五大确诊肿瘤,也是癌症相关死亡的第三大原因。相当数量的患者一旦被诊断为晚期胃癌。因此,寻找生物标志物有助于改善和发展治疗方法。目的:本研究旨在利用硅工具鉴定潜在的气相色谱生物标志物。方法:提取基因表达Omnibus和癌症基因组图谱计划中可用的胃组织微阵列数据。我们应用统计检验来寻找肿瘤和非肿瘤邻近组织样本之间差异表达的基因。选择的基因提交给内部工具分析功能富集,存活率,组织学和分子分类,以及临床随访数据。进行决策树分析以评估潜在生物标志物的预测能力。结果:共发现39个差异表达基因,主要参与细胞外结构组织、细胞外基质组织和血管生成。考虑到差异表达结果以及决策树模型的高预测能力,SLC7A8、LY6E和SIDT2基因显示出作为诊断性生物标志物的潜力。此外,GC样品显示SLC7A8和SIDT2表达较低,而LY6E表达较高。考虑到低基因表达的患者生存率较高,SIDT2显示了弥漫性GC的潜在预后作用。结论:我们的研究概述了可能在肿瘤进展中起关键作用的新型GC生物标志物。然而,补充的体外分析仍然需要进一步支持他们的潜力。
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审稿时长
25 weeks
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