By way of illustration, in a patient with urosepsis and sepsis-associated acute kidney injury, a consistent fall in GDF15 from approximately Day 3 onward—paralleling declines in creatinine/BUN and an increase in eGFR—would support effective source control and renal recovery and could inform step-down decisions. The gene discussed is GDF15; the disease is Sepsis.