Transcriptional Regulation of RUNX1: An Informatics Analysis.
Amarni L ThomasJudith MarsmanJisha AntonyWilliam SchierdingJustin Martin O'SullivanJulia A HorsfieldPublished in: Genes (2021)
The RUNX1/AML1 gene encodes a developmental transcription factor that is an important regulator of haematopoiesis in vertebrates. Genetic disruptions to the RUNX1 gene are frequently associated with acute myeloid leukaemia. Gene regulatory elements (REs), such as enhancers located in non-coding DNA, are likely to be important for Runx1 transcription. Non-coding elements that modulate Runx1 expression have been investigated over several decades, but how and when these REs function remains poorly understood. Here we used bioinformatic methods and functional data to characterise the regulatory landscape of vertebrate Runx1. We identified REs that are conserved between human and mouse, many of which produce enhancer RNAs in diverse tissues. Genome-wide association studies detected single nucleotide polymorphisms in REs, some of which correlate with gene expression quantitative trait loci in tissues in which the RE is active. Our analyses also suggest that REs can be variant in haematological malignancies. In summary, our analysis identifies features of the RUNX1 regulatory landscape that are likely to be important for the regulation of this gene in normal and malignant haematopoiesis.
Keyphrases
- transcription factor
- genome wide identification
- genome wide
- gene expression
- dna binding
- dna methylation
- copy number
- genome wide association
- acute myeloid leukemia
- bone marrow
- high resolution
- machine learning
- intensive care unit
- cell free
- respiratory failure
- acute lymphoblastic leukemia
- genome wide analysis
- long non coding rna
- single cell
- mechanical ventilation
- genome wide association study