The main cellular structure involved in energy metabolism is the mitochondrion. Often referred to as the "powerhouse of the cell," mitochondria are responsible for generating adenosine triphosphate (ATP) through processes such as cellular respiration. This energy is essential for various cellular functions, supporting life processes and maintaining cellular homeostasis.