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银纳米颗粒对结直肠癌细胞系影响的生物信息学分析

英文原题:Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line.

查看英文原题

Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line.

PubMed 2022/04/11(内容时间) Biomed Res Int Q3 · IF 2.9(JCR 2025)

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中文摘要

结直肠癌(CRC)是全球每年诊断率最高、死亡率最高的癌症。尽管结直肠癌有治疗方法,但治疗耐药性的发展降低了治疗的成功率。使用 Caco-2 细胞系进行的体外研究揭示了银纳米颗粒(AgNPs)作为该疾病可能治疗方法的抗癌特性。

本研究纳入了四项评估暴露于 AgNPs 的 Caco-2 细胞系细胞蛋白质组谱的研究。我们进行了生物信息学分析,以预测蛋白质-蛋白质相互作用、枢纽基因、基因本体(分子功能、生物学过程和细胞组分)、KEGG 通路、表达分析以及免疫细胞浸润。这些分析使用了 STRING、DAVID、UALCAN、GEPIA2 和 TISIDB 数据库。基因本体 结果显示,AgNPs 引起与细胞-细胞黏附、细胞质、中心粒和碳代谢相关的基因失调。鉴定出枢纽基因,包括 GADPH、ENO1、EEF2 和 ATP5A1,这些基因在结肠和直肠腺癌患者中显示差异表达。

此外,枢纽基因的表达与免疫细胞相关。研究发现,ATP5A1 和 ENO1 分别与结肠腺癌中 CD4+ T 淋巴细胞的浸润呈正相关,而 GADPH 和 PDIA3 分别与直肠腺癌中 NK 细胞和 CD4+ T 淋巴细胞的浸润呈负相关。

总之,给予 AgNPs 会引起生物学过程、细胞组分、代谢通路的改变,枢纽基因的失调以及免疫细胞活性的变化,从而导致潜在抗癌效应。

展开英文摘要原文

Colorectal cancer (CRC) is the most diagnosed cancer with the highest mortality rate each year globally. Although there are treatments for CRC, the development of resistance to therapies decreases the success of treatments. In vitro studies using the Caco-2 cell line have revealed the anticancer properties of silver nanoparticles (AgNPs) as a possible treatment for this disease.

This study considered four researches that evaluated the proteomic profiles of cells of the Caco-2 line exposed to AgNPs.

We performed a bioinformatics analysis to predict protein-protein interaction, hub genes, Gene Ontology (molecular function, biological process, and cellular components), KEGG pathways, analysis of expression, and immune cell infiltration. For these analyses, the STRING, DAVID, UALCAN, GEPIA2, and TISIDB databases were used.

The results in Gene Ontology show that AgNPs cause a deregulation of genes related to cell-cell adhesion, the cytoplasm, the centriole, and carbon metabolism. Hub genes were identified, including GADPH , ENO1 , EEF2 , and ATP5A1 , which showed differential expression in patients with adenocarcinoma of the colon and rectum.

Additionally, the expression of the hub genes and immune cells was correlated. It was found that ATP5A1 and ENO1 were positively correlated with the infiltration of CD4+ T lymphocytes in colon adenocarcinoma and a negative correlation between GADPH and PDIA3 with the infiltration of NK cells and CD4+ T lymphocytes in rectal adenocarcinoma, respectively.

In conclusion, the administration of AgNPs causes an alteration of biological processes, cellular components, metabolic pathways, deregulation of hub genes, and the activity of immune cells leading to a potential anticancer effect.

论文信息

作者
Martínez-Esquivias F、Gutiérrez-Angulo M、Becerra-Ruiz JS、Martinez-Perez LA、de la Cruz-Ahumada CJ、Guzmán-Flores JM
单位
Instituto de Investigación en Biociencias, Centro Universitario de Los Altos, Universidad de Guadalajara, Tepatitlán de Morelos, Jalisco, Mexico.Mexico
期刊
BioMed research international2022
原文标识
PubMed 35445138 · DOI 10.1155/2022/6828837