The partial dependence diagrams show a positive correlation of infection with the following variables: MFI of CD64 on CD14lowβ7-CD16+ monocytes and neutrophils, MFI of CD14 on CD14lowβ7-CD16+ monocytes, MFI of CD16 on monocytes, percentage and MFI of integrin β7 on CD14+CD91low monocytes. The gene discussed is CD14; the disease is infection.