The analysis results indicated IL-6 and TNF-α were effective biomarkers to differentiate between mild and severe symptoms in children diagnosed with HMPV pneumonia with an AUC of 0.678 (95% CI 0.526–0.829) and 0.658 (95% CI 0.506–0.809), respectively. Here, IL6 is linked to pneumonia.