Third, systemic inflammatory indices such as NLR, SII, PIV, and CRP/Albumin are nonspecific markers—their levels may be influenced by unrecorded concurrent infections, subclinical inflammation, comorbid diseases or prior medications, factors that could not be fully excluded retrospectively. The gene discussed is CRP; the disease is infection.