Mehmet Kivrak, Ihsan Nalkiran, Hatice Sevim Nalkiran
{"title":"利用生物信息学和分子对接方法探索DOT1L抑制剂EPZ004777在急性髓系白血病中的治疗潜力","authors":"Mehmet Kivrak, Ihsan Nalkiran, Hatice Sevim Nalkiran","doi":"10.3390/cimb47030173","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Acute myeloid leukemia (AML) is a malignancy characterized by the clonal expansion of hematopoietic stem and progenitor cells, often associated with mutations such as NPM1. DOT1L inhibitors have shown potential as new therapeutic opportunities for NPM1-mutant AML. The aim of this study was to investigate potential alternative targets of the small-molecule inhibitor EPZ004777, in addition to its primary target, DOT1L, using RNA sequencing data from the NCBI-GEO database (GSE85107).</p><p><strong>Methods: </strong>Differentially expressed genes (DEGs) were identified through bioinformatic analysis, followed by pathway enrichment analysis to uncover the relevant biological pathways. Additionally, molecular docking analysis was conducted to assess the binding affinity of EPZ004777 with the proteins CT45A3, HOXA4, SNX19, TPBG, and ZNF185, which were identified as significantly DEGs. The protein structures were obtained from AlphaFold and the Protein Data Bank.</p><p><strong>Results: </strong>EPZ004777 significantly altered gene expression. Oncofetal genes (CT45A3, TPBG) and genes associated with oncogenic pathways (HOXA4, ZNF185, SNX19) were downregulated, while the pro-apoptotic gene BEX3 was upregulated. Pathway enrichment analysis revealed the suppression of the Rap1 signaling pathway and cell adhesion molecules, which may reduce the invasiveness of AML cells. Additionally, upregulation of immune-related pathways suggests enhanced anti-tumor immune responses. Molecular docking analysis demonstrated that EPZ004777 has strong binding potential with SNX19, TPBG, and ZNF185 proteins.</p><p><strong>Conclusions: </strong>EPZ004777 has been identified as a potent modulator of SNX19, TPBG, and ZNF185 associated with apoptosis and tumor progression in AML.</p>","PeriodicalId":10839,"journal":{"name":"Current Issues in Molecular Biology","volume":"47 3","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11941229/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring the Therapeutic Potential of the DOT1L Inhibitor EPZ004777 Using Bioinformatics and Molecular Docking Approaches in Acute Myeloid Leukemia.\",\"authors\":\"Mehmet Kivrak, Ihsan Nalkiran, Hatice Sevim Nalkiran\",\"doi\":\"10.3390/cimb47030173\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Acute myeloid leukemia (AML) is a malignancy characterized by the clonal expansion of hematopoietic stem and progenitor cells, often associated with mutations such as NPM1. DOT1L inhibitors have shown potential as new therapeutic opportunities for NPM1-mutant AML. The aim of this study was to investigate potential alternative targets of the small-molecule inhibitor EPZ004777, in addition to its primary target, DOT1L, using RNA sequencing data from the NCBI-GEO database (GSE85107).</p><p><strong>Methods: </strong>Differentially expressed genes (DEGs) were identified through bioinformatic analysis, followed by pathway enrichment analysis to uncover the relevant biological pathways. Additionally, molecular docking analysis was conducted to assess the binding affinity of EPZ004777 with the proteins CT45A3, HOXA4, SNX19, TPBG, and ZNF185, which were identified as significantly DEGs. The protein structures were obtained from AlphaFold and the Protein Data Bank.</p><p><strong>Results: </strong>EPZ004777 significantly altered gene expression. Oncofetal genes (CT45A3, TPBG) and genes associated with oncogenic pathways (HOXA4, ZNF185, SNX19) were downregulated, while the pro-apoptotic gene BEX3 was upregulated. Pathway enrichment analysis revealed the suppression of the Rap1 signaling pathway and cell adhesion molecules, which may reduce the invasiveness of AML cells. Additionally, upregulation of immune-related pathways suggests enhanced anti-tumor immune responses. Molecular docking analysis demonstrated that EPZ004777 has strong binding potential with SNX19, TPBG, and ZNF185 proteins.</p><p><strong>Conclusions: </strong>EPZ004777 has been identified as a potent modulator of SNX19, TPBG, and ZNF185 associated with apoptosis and tumor progression in AML.</p>\",\"PeriodicalId\":10839,\"journal\":{\"name\":\"Current Issues in Molecular Biology\",\"volume\":\"47 3\",\"pages\":\"\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11941229/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current Issues in Molecular Biology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.3390/cimb47030173\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Issues in Molecular Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3390/cimb47030173","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:急性髓系白血病(AML)是一种以造血干细胞和祖细胞克隆扩增为特征的恶性肿瘤,通常与NPM1等突变相关。DOT1L抑制剂已显示出潜在的治疗npm1突变型AML的新机会。本研究的目的是利用NCBI-GEO数据库(GSE85107)的RNA测序数据,研究小分子抑制剂EPZ004777除了其主要靶点DOT1L之外的潜在替代靶点。方法:通过生物信息学分析鉴定差异表达基因(differential expression genes, DEGs),并进行途径富集分析,揭示相关生物学途径。此外,通过分子对接分析,评估了EPZ004777与蛋白CT45A3、HOXA4、SNX19、TPBG和ZNF185的结合亲和力,这些蛋白被鉴定为显著的deg。蛋白质结构从AlphaFold和protein Data Bank中获得。结果:EPZ004777显著改变基因表达。癌胎基因(CT45A3、TPBG)和与癌通路相关的基因(HOXA4、ZNF185、SNX19)下调,促凋亡基因BEX3上调。途径富集分析显示,抑制Rap1信号通路和细胞粘附分子,可能降低AML细胞的侵袭性。此外,免疫相关通路的上调表明抗肿瘤免疫反应增强。分子对接分析表明,EPZ004777与SNX19、TPBG和ZNF185蛋白具有较强的结合潜力。结论:EPZ004777已被确定为与AML细胞凋亡和肿瘤进展相关的SNX19、TPBG和ZNF185的有效调节剂。
Exploring the Therapeutic Potential of the DOT1L Inhibitor EPZ004777 Using Bioinformatics and Molecular Docking Approaches in Acute Myeloid Leukemia.
Background: Acute myeloid leukemia (AML) is a malignancy characterized by the clonal expansion of hematopoietic stem and progenitor cells, often associated with mutations such as NPM1. DOT1L inhibitors have shown potential as new therapeutic opportunities for NPM1-mutant AML. The aim of this study was to investigate potential alternative targets of the small-molecule inhibitor EPZ004777, in addition to its primary target, DOT1L, using RNA sequencing data from the NCBI-GEO database (GSE85107).
Methods: Differentially expressed genes (DEGs) were identified through bioinformatic analysis, followed by pathway enrichment analysis to uncover the relevant biological pathways. Additionally, molecular docking analysis was conducted to assess the binding affinity of EPZ004777 with the proteins CT45A3, HOXA4, SNX19, TPBG, and ZNF185, which were identified as significantly DEGs. The protein structures were obtained from AlphaFold and the Protein Data Bank.
Results: EPZ004777 significantly altered gene expression. Oncofetal genes (CT45A3, TPBG) and genes associated with oncogenic pathways (HOXA4, ZNF185, SNX19) were downregulated, while the pro-apoptotic gene BEX3 was upregulated. Pathway enrichment analysis revealed the suppression of the Rap1 signaling pathway and cell adhesion molecules, which may reduce the invasiveness of AML cells. Additionally, upregulation of immune-related pathways suggests enhanced anti-tumor immune responses. Molecular docking analysis demonstrated that EPZ004777 has strong binding potential with SNX19, TPBG, and ZNF185 proteins.
Conclusions: EPZ004777 has been identified as a potent modulator of SNX19, TPBG, and ZNF185 associated with apoptosis and tumor progression in AML.
期刊介绍:
Current Issues in Molecular Biology (CIMB) is a peer-reviewed journal publishing review articles and minireviews in all areas of molecular biology and microbiology. Submitted articles are subject to an Article Processing Charge (APC) and are open access immediately upon publication. All manuscripts undergo a peer-review process.