The arterial supply to the chest primarily involves the thoracic aorta and its branches, which include the intercostal arteries, internal thoracic arteries, and bronchial arteries. These arteries ensure adequate blood flow to the chest wall, lungs, and other thoracic structures, playing a crucial role in respiratory and cardiovascular function.