In this protocol, we describe the technical procedures to generate brown adipose tissue (BAT)-specific knockout mice leveraging a combined Cre-LoxP, CRISPR-Cas9, and adeno-associated virus (AAV) single-guide RNA (sgRNA) system. The described steps include the design of the sgRNAs, the preparation of the AAV-sgRNA particles, and the microinjection of AAV into the BAT lobes.