Combined with the patient's laboratory examination and medical history, it is reasonable to believe that the patient's tolerance to AZA was reduced due to mutations in the NUDT15 gene, and the patient's immune function was severely suppressed, leading to severe pneumonia caused by toxoplasma infection. The gene discussed is NUDT15; the disease is pneumonia.