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首页> 外文期刊>Environmental toxicology and pharmacology >Microarray-based data mining reveals key genes and potential therapeutic drugs for Cadmium-induced prostate cell malignant transformation
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Microarray-based data mining reveals key genes and potential therapeutic drugs for Cadmium-induced prostate cell malignant transformation

机译:基于微阵列的数据挖掘揭示了镉诱导的前列腺细胞恶性转化的关键基因和潜在的治疗药物

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Increasing evidence showed that Cadmium (Cd) can accumulate in the body and damage cells, resulting in cancerigenesis of the prostate with complex mechanisms. In the present study, we aimed to explore the possible key genes, pathways and therapeutic drugs using bioinformatics methods. Microarray-based data were retrieved and analyzed to screen differentially expressed genes (DEGs) between Cd-treated prostate cells and controls. Then, functions of the DEGs were annotated and hub genes were screened. Next, key genes were selected from the hub genes via validation in a prostate cancer cohort from The Cancer Genome Atlas (TCGA). Afterward, potential drugs were further predicted. Consequently, a gene expression profile, GSE9951, was retrieved. Then, 361 up-regulated and 30 down-regulated DEGs were screened out, which were enriched in various pathways. Among the DEGs, seven hub genes (HSPA5, HSP90AB1, RHOA, HSPD1, MAD2L1, SKP2, and CCT2) were dys-regulated in prostate cancer compared to normal controls, and two of them (HSPD1 and CCT2) might influence the prostate cancer prognosis. Lastly, ionomycin was predicted to be a potential agent reversing Cd-induced prostate cell malignant transformation. In summary, the present study provided novel evidence regarding the mechanisms of Cd-induced prostate cell malignant transformation, and identified ionomycin as a potential small molecule against Cd toxicity.
机译:越来越多的证据表明,镉(Cd)可以在体内蓄积并破坏细胞,从而导致前列腺癌的发生具有复杂的机制。在本研究中,我们旨在利用生物信息学方法探索可能的关键基因,途径和治疗药物。检索并分析基于微阵列的数据,以筛选Cd治疗的前列腺细胞和对照之间的差异表达基因(DEG)。然后,注释DEG的功能并筛选集线器基因。接下来,通过来自The Cancer Genome Atlas(TCGA)的前列腺癌队列中的验证,从中心基因中选择关键基因。之后,进一步预测了潜在的药物。因此,检索到了基因表达图谱GSE9951。然后,筛选出361种上调的DEG和30种下调的DEG,它们富含各种途径。在DEG中,与正常对照相比,前列腺癌中有7个中枢基因(HSPA5,HSP90AB1,RHOA,HSPD1,MAD2L1,SKP2和CCT2)失调,并且其中两个(HSPD1和CCT2)可能会影响前列腺癌的预后。 。最后,离子霉素被认为是逆转镉诱导的前列腺细胞恶性转化的潜在药物。总之,本研究提供了有关Cd诱导的前列腺细胞恶性转化机制的新证据,并确定了离子霉素是对抗Cd毒性的潜在小分子。

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