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

Brief Funct Genomics

Data Science Division, Tam Anh Research Institute (TamRI), 2B Pho Quang Street, Ward 2, Tan Binh District, Ho Chi Minh City 700000, Vietnam.

Published: June 2024

AI Article Synopsis

  • Acute myeloid leukemia (AML) displays a variety of genetic mutations and DNA methylation changes, with a study focusing on FLT3 mutant versus wild-type cases to explore the causes behind differentiation blockage in AML.
  • The analysis utilized TCGA-LAML data, employing tools like cBioPortal and ChAMP to assess gene expression and methylation, revealing significant correlations and biological processes associated with altered gene activity in AML.
  • Key findings included a global hypo-methylated status in certain genes linked to critical transcription pathways, particularly the homeobox gene superfamily, and the overexpression of WT1 in FLT3 mutants, suggesting a mechanism for regulating methylation and advancing understanding of AML's biology for potential therapy development.

Article 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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http://dx.doi.org/10.1093/bfgp/elae028DOI Listing

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