Development of Ghon focus begins when inhaled tubercle bacilli reach the alveoli in the lungs. The immune system responds by forming a granuloma to contain the bacteria. Over time, the center of this granuloma undergoes caseous necrosis, creating the characteristic appearance of Ghon focus.