As AMs are the most prevalent resident innate immune cells involved in the inflammatory process [7], it is likely that long-term starvation-induced low glucose and high BHB can elevate the risk of pneumonia through the activation of the GPR109A/NF-κB signaling pathway and the release of pro-inflammatory factors. The gene discussed is NFKB1; the disease is susceptibility to pneumonia measurement.