Unfortunately, our study indicates that glycolipid metabolism index (TyG, AIP, NHHR, and TG/HDL-C) do not effectively predict the occurrence of urinary tract infections, sepsis, or gastrointestinal ulceration and bleeding post-ICH. The gene discussed is AIP; the disease is Sepsis.