In the presence of all eight major factors (tick bite, presence of erythema, increased body temperature, signs of pharyngitis, increased levels of blood bilirubin and ALT, abnormalities found on chest X-ray image, and LD), the probability of HGA diagnosis was 95.7%. The gene discussed is GPT; the disease is Erythema.