PPI network analysis revealed that LILRB1 interacts with the top 10 hub genes including IL-10, PTPRC, IL-6, CD86, CD4, CD40, CD80, ITGAX, ITGAM, and CSF2, which have been linked to tumor development in previous studies. Here, CSF2 is linked to neoplasm.