Based on the MIMIC-IV database, to explore the relationship of dynamic changes of serum phosphate and sepsis, this study firstly screened CKM-Sepsis comorbid patients and ultilized multiple statistical methods to identify High-Risk CKM-Sepsis patients and different subtypes, providing a foundation for early risk stratification and personalized treatment. The gene discussed is CKM; the disease is Sepsis.