H728 -H741, 2017. First published February 24, 2017 doi:10.1152/ajpheart.00068.2016.-Cardiac failure has been widely associated with an increase in glucose utilization. The aim of our study was to identify factors that mechanistically bridge this link between hyperglycemia and heart failure. Here, we screened the Hybrid Mouse Diversity Panel (HMDP) for substrate-specific cardiomyocyte candidates based on heart transcriptional profile and circulating nutrients. Next, we utilized an in vitro model of rat cardiomyocytes to demonstrate that the gene expression changes were in direct response to substrate abundance. After overlaying candidates of interest with a separate HMDP study evaluating isoproterenol-induced heart failure, we chose to focus on the gene Trp53inp2 as a cardiomyocyte glucose utilization-specific factor. Trp53inp2 gene knockdown in rat cardiomyocytes reduced expression and protein abundance of key glycolytic enzymes. This resulted in reduction of both glucose uptake and glycogen content in cardiomyocytes stimulated with isoproterenol. Furthermore, this reduction effectively blunted the capacity of glucose and isoprotereonol to synergistically induce hypertrophic gene expression and cell size expansion. We conclude that Trp53inp2 serves as regulator of cardiomyocyte glycolytic activity and can consequently regulate hypertrophic response in the context of elevated glucose content.NEW & NOTEWORTHY Here, we apply a novel method for screening transcripts based on a substrate-specific expression pattern to identify Trp53inp2 as an induced cardiomyocyte glucose utilization factor. We further show that reducing expression of the gene could effectively blunt hypertrophic response in the context of elevated glucose content. glucose; Trp53inp2; metabolic shift; hypertrophy IMPAIRED HEART METABOLISM has been shown as both contributory and causal to cardiac failure (45,57,60,61). The heart possesses a unique capacity to utilize a diverse array of substrates and shift preferences as a result of availability and/or disease state. Multiple studies have shown a clear association between heart failure (HF) and reduction of fatty acid oxidation machinery (36,38,47,54). To account for sustained energetic demands, this reduction in lipid oxidation is generally accompanied by increased glucose utilization (3,53,63). Although these phenomena have been described in detail, the specific mechanisms of cardiomyocyte substrate preference and utilization remain unclear.The relative contribution of this metabolic shift to a HF phenotype has been widely debated over the past few decades. Much of this debate has focused on differing observations as to the extent of glucose uptake (2, 71) and subsequent oxidation (1,11,14,31) in connection with HF. Many of these discrepancies are thought to be due to the complex etiology underlying HF and the various models used to assess it as well as the idiopathic progression of the disease (15,26,61,68).Here, we took a systems genetics approach to identify cardiomyocyte genes whose expressio...