However, during sepsis, PDK4 is significantly upregulated in males, disrupting glucose and fatty acid metabolism, increasing ROS production, impairing mitochondrial structure and function, inhibiting mitophagy, and exacerbating cardiac inflammation, ultimately leading to heart failure. This evidence concerns the gene PDK4 and Sepsis.