Cell-type deconvolution of preoperative RNA-sequencing revealed elevated S100A8/9-high neutrophils alongside reduced naïve CD4 T-cells in those later developing pneumonia. The gene discussed is CD4; the disease is susceptibility to pneumonia measurement.