3-Hydroxybutyrate dehydrogenase

3T3-L1 preadipocytes are induced to differentiate after growth arrest using adipogenic media containing insulin, dexamethasone, and IBMX; differentiation is assessed by lipid-droplet accumulation, triglyceride increase, Oil Red O staining, and adipocyte-marker induction such as PPARγ and C/EBPα.

AMP-activated protein kinase, AMPK, is a conserved cellular energy sensor that responds to reduced cellular energy status and coordinates metabolism by increasing ATP-generating catabolic pathways while suppressing ATP-consuming anabolic processes. In metabolic disease research, the AMPK pathway is experimentally relevant because it regulates hepatic lipid synthesis, fatty acid oxidation, glucose production, skeletal-muscle glucose disposal, mTORC1-linked biosynthesis, autophagy, mitochondrial homeostasis, and whole-body energy balance. The central pathway logic is that energy stress, metformin, exercise-like stimulation, or direct AMPK activators increase AMPKα Thr172 phosphorylation and downstream substrate phosphorylation, including ACC and RAPTOR. Phosphorylation of ACC suppresses lipogenesis and supports fatty acid oxidation, whereas phosphorylation of RAPTOR suppresses mTORC1 signaling and links cellular energy status to growth and protein synthesis control. The pathway is linked

Lipid droplets are intracellular organelles with a neutral-lipid core that stores triacylglycerols and sterol esters, and Oil Red O or Sudan dyes detect these hydrophobic lipid deposits by partitioning into retained lipids in fresh or frozen specimens. Oil Red O stains neutral triglycerides and lipids in frozen tissue sections or air-dried cytologic preparations, while Sudan Black B has also been used as a histochemical fat stain for lipid-rich tissue structures.