Among serum biomarkers, IL-6 not only showed the strongest response to early fever onset in HD patients, surpassing the composite index of CRP, IL-6, and PCT (Carcò et al., 2022), but was also closely associated with the occurrence of bacteremia (Lee et al., 2022). The gene discussed is CRP; the disease is bacterial infectious disease with sepsis.