Methods and compositions are presented for use in diagnostic, imaging or targeting of therapeutic agents to treat obesity/adiposity-associated disorders, where such as compositions and methods identify and use peptides to selectively target adipose tissue stromal cells in mammals, both in vitro and in vivo.