Among them, IL-7R + neutrophils was a superior cell group in Alzheimer’s disease, GATA2 deficiency with susceptibility to MDSAML, breast ductal adenocarcinoma, diffuse gastric adenocarcinoma, and retinoblastoma. Here, IL7R is linked to breast ductal adenocarcinoma.