In our multi-center retrospective analysis, we found a relationship between several independent factors (CREA, SOFA, APACHE II, driving pressure, mechanical kinetic energy, CRP/ALB, and MAP) and AKI in SPRMV patients and developed a predictive model to evaluate the clinical diagnosis of SPRMV. The gene discussed is ALB; the disease is acute kidney injury.