The present disclosure relates generally methods of treating and/or reducing risk of lipodystrophy using compositions comprising at least one fatty-acid/bile-acid conjugate (FABAC). According to some embodiments, the present disclosure provides methods of treating HIV-associated lipodystrophy using said FABACs.