Crosstalk between genomic variants and DNA methylation in FLT3 mutant acute myeloid leukemia.

IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Briefings in Functional Genomics Pub Date : 2024-06-30 DOI:10.1093/bfgp/elae028
Bac Dao, Van Ngu Trinh, Huy V Nguyen, Hoa L Nguyen, Thuc Duy Le, Phuc Loi Luu
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Abstract

Acute myeloid leukemia (AML) is a type of blood cancer with diverse genetic variations and DNA methylation alterations. By studying the interaction of gene mutations, expression, and DNA methylation, we aimed to gain valuable insights into the processes that lead to block differentiation in AML. We analyzed TCGA-LAML data (173 samples) with RNA sequencing and DNA methylation arrays, comparing FLT3 mutant (48) and wild-type (125) cases. We conducted differential gene expression analysis using cBioPortal, identified DNA methylation differences with ChAMP tool, and correlated them with gene expression changes. Gene set enrichment analysis (g:Profiler) revealed significant biological processes and pathways. ShinyGo and GeneCards were used to find potential transcription factors and their binding sites among significant genes. We found significant differentially expressed genes (DEGs) negatively correlated with their most significant methylation probes (Pearson correlation coefficient of -0.49, P-value <0.001) between FLT3 mutant and wild-type groups. Moreover, our exploration of 450 k CpG sites uncovered a global hypo-methylated status in 168 DEGs. Notably, these methylation changes were enriched in the promoter regions of Homebox superfamily gene, which are crucial in transcriptional-regulating pathways in blood cancer. Furthermore, in FLT3 mutant AML patient samples, we observed overexpress of WT1, a transcription factor known to bind homeobox gene family. This finding suggests a potential mechanism by which WT1 recruits TET2 to demethylate specific genomic regions. Integrating gene expression and DNA methylation analyses shed light on the impact of FLT3 mutations on cancer cell development and differentiation, supporting a two-hit model in AML. This research advances understanding of AML and fosters targeted therapeutic strategy development.

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FLT3突变型急性髓性白血病中基因组变异与DNA甲基化之间的相互关系
急性髓性白血病(AML)是一种具有多种基因变异和DNA甲基化改变的血癌。通过研究基因突变、表达和DNA甲基化之间的相互作用,我们旨在获得有关导致急性髓细胞白血病分化受阻过程的宝贵见解。我们用RNA测序和DNA甲基化阵列分析了TCGA-LAML数据(173个样本),比较了FLT3突变型(48个)和野生型(125个)病例。我们使用 cBioPortal 进行了差异基因表达分析,使用 ChAMP 工具确定了 DNA 甲基化差异,并将其与基因表达变化相关联。基因组富集分析(g:Profiler)揭示了重要的生物过程和通路。我们使用 ShinyGo 和 GeneCards 寻找重要基因中的潜在转录因子及其结合位点。我们发现重要的差异表达基因(DEGs)与其最重要的甲基化探针呈负相关(Pearson 相关系数为 -0.49,P-value 为
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来源期刊
Briefings in Functional Genomics
Briefings in Functional Genomics BIOTECHNOLOGY & APPLIED MICROBIOLOGY-GENETICS & HEREDITY
CiteScore
6.30
自引率
2.50%
发文量
37
审稿时长
6-12 weeks
期刊介绍: Briefings in Functional Genomics publishes high quality peer reviewed articles that focus on the use, development or exploitation of genomic approaches, and their application to all areas of biological research. As well as exploring thematic areas where these techniques and protocols are being used, articles review the impact that these approaches have had, or are likely to have, on their field. Subjects covered by the Journal include but are not restricted to: the identification and functional characterisation of coding and non-coding features in genomes, microarray technologies, gene expression profiling, next generation sequencing, pharmacogenomics, phenomics, SNP technologies, transgenic systems, mutation screens and genotyping. Articles range in scope and depth from the introductory level to specific details of protocols and analyses, encompassing bacterial, fungal, plant, animal and human data. The editorial board welcome the submission of review articles for publication. Essential criteria for the publication of papers is that they do not contain primary data, and that they are high quality, clearly written review articles which provide a balanced, highly informative and up to date perspective to researchers in the field of functional genomics.
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