In conclusion, based on an unbiased scRNA-seq approach, we established an atlas of PWS circulating immune cells and offered insights into the function of CD16+ monocytes which partially contributed to a hyper-inflammatory state in PWS. Here, FCGR3A is linked to Prader-Willi syndrome.