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鉴定蛋白-蛋白相互作用网络中米替福新耐药相关关键基因及在伊朗利什曼原虫中的实验验证。

Identifying miltefosine-resistant key genes in protein-protein interactions network and experimental verification in Iranian Leishmania major.

机构信息

Department of Biochemistry, Faculty of Science, Payame Noor University, Tehran, Iran.

Department of Chemistry, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran.

出版信息

Mol Biol Rep. 2019 Oct;46(5):5371-5388. doi: 10.1007/s11033-019-04992-4. Epub 2019 Aug 5.

Abstract

Drug resistance is a complex phenomenon during leishmaniasis chemotherapy. In this study, the genes and pathways involved in miltefosine (MIL)-resistant Leishmania were identified using microarray data and in silico approaches. GSE30685 and GSE45496 were obtained from GEO database and analyzed with GEO2R tool to identify genes involved in MIL-resistant Leishmania. 177 differentially expressed genes (DEGs) were selected from these GSEs, which about half of them were uncharacterized/hypothetical proteins. The interactions between DEGs were investigated using STRING database and protein-protein interaction (PPI) networks. Five hub nodes were found in the PPI network. The gene ontology (GO) analysis of the resulting network revealed that DNA replication (GO:0006260) and ATP hydrolysis coupled proton transport (GO:0015991) were the most enriched GO term. Iranian MIL-resistant Leishmania major (L. major) parasites were generated by exposure of wild-type isolates to the increasing concentrations of MIL over a period of 5 months. Proof of mRNA expression levels of the obtained hub genes was assessed in Iranian wild-type and acquired resistant L. major parasites by real-time PCR. A significant higher expression level of LDBPK_150170 (encoding protein phosphatase 2C, PP2C), was only observed in Iranian L. major parasites resistance to MIL. Moreover, the RT-PCR results showed that the expression of metacyclic marker (small hydrophilic endoplasmic reticulum-associated protein, SHERP) and MIL-resistant marker (Leishmania MIL-transporter, LMT) was significantly increased and decreased, respectively, in Iranian MIL-resistant L. major parasites. Taken together, these data suggested that PP2C as well as SHERP and LMT genes may be prospective targets for the treatment of MIL-resistant Leishmania.

摘要

耐药性是利什曼病化疗中的一种复杂现象。在这项研究中,使用微阵列数据和计算机方法鉴定了米替福新(MIL)耐药利什曼原虫涉及的基因和途径。从 GEO 数据库中获取 GSE30685 和 GSE45496,并使用 GEO2R 工具进行分析,以鉴定与 MIL 耐药利什曼原虫相关的基因。从这些 GSE 中选择了 177 个差异表达基因(DEGs),其中约一半为未鉴定/假设蛋白。使用 STRING 数据库和蛋白质-蛋白质相互作用(PPI)网络研究 DEGs 之间的相互作用。在 PPI 网络中发现了五个枢纽节点。对所得网络的基因本体(GO)分析表明,DNA 复制(GO:0006260)和 ATP 水解偶联质子转运(GO:0015991)是最丰富的 GO 术语。通过在 5 个月的时间内将野生型分离物暴露于越来越高的 MIL 浓度下,生成了伊朗 MIL 耐药利什曼原虫(L. major)寄生虫。通过实时 PCR 评估从伊朗野生型和获得的耐药 L. major 寄生虫中获得的枢纽基因的 mRNA 表达水平的证明。仅在伊朗 L. major 寄生虫对 MIL 耐药时,观察到 LDBPK_150170(编码蛋白磷酸酶 2C,PP2C)的表达水平显着升高。此外,RT-PCR 结果表明,伊朗 MIL 耐药 L. major 寄生虫中梅塔环标记(小亲水内质网相关蛋白,SHERP)和 MIL 耐药标记(利什曼 MIL 转运蛋白,LMT)的表达分别显着增加和减少。总之,这些数据表明 PP2C 以及 SHERP 和 LMT 基因可能是治疗 MIL 耐药利什曼的潜在靶标。

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