Mechanistically, valeric acid enhanced ciliary biogenesis and function by inhibiting HDAC3, activating Wnt signaling, and upregulating FOXJ1, which ultimately improved clinical outcomes in severe pneumonia. This evidence concerns the gene FOXJ1 and susceptibility to pneumonia measurement.