PRKAG2 and heart failure: As evidenced by the positive correlation between PRKAG2-AS and PRKAG2b/PRKAG2d expression in heart failure (Fig. 7H), we concluded that up-regulation of PRKAG2-AS may underlie the mechanism of heart failure through regulation of PRKAG2 transcription in the nucleus.