NCF4 and Sepsis: Fan Y et al. identified diagnostic gene biomarkers such as FCER1A using machine learning, which may help in the diagnosis and treatment of patients with septic shock [32], such as NCF4 in pediatric sepsis patients with abnormal expression [33].