Here, CALR-dependent remodeling of gene networks that contain Pitx2, and gene ontology prioritization of “Cardiac Arrhythmia”, provide bioinformatic evidence that suggest the arrhythmogenic phenotype generated by CALR dysregulation could be mediated by a CALR-PITX2 signaling pathway. Here, PITX2 is linked to cardiac arrhythmia.