This study created a public database called FATTLAS for analyzing mouse and human adipose tissue RNA-seq data and used it to identify GPCRs with altered expression in obesity. Functional experiments in a mouse (pre)adipocyte cell line demonstrated that four newly implicated GPCRs (GPR146, MRGPRF, FZD5, PTGER2) are involved in adipogenesis, with GPR146 also regulating lipolysis.