Based on the summary here of the available data, it may be concluded that at least in mice, diet-induced thermogenesis may be observable under certain conditions and is as such located to brown adipose tissue, and its absence (as in UCP1 KO mice) may lead to obesity. Here, UCP1 is linked to obesity due to melanocortin 4 receptor deficiency.