Furthermore, in the non-adjusted model that was used to evaluate invasive intubation, factors including GI symptoms, CKD, neurological diseases, chest X-ray patterns, troponin, D-dimer, AKI, sodium, ALT, AST, O2 saturation <90%, and steroids were significantly associated with invasive intubation. This evidence concerns the gene GPT and nervous system disorder.