Data contradiction analysis:
Technical optimization:
Experimental framework:
Model selection: Use SCD2KO mice fed HFD to assess metabolic endpoints (e.g., bone mineral density) .
Antibody pairing: Combine SCD2 antibodies with phospho-specific probes (e.g., pSer129 antibodies) for pathway crosstalk analysis .
Controls: Include lentiviral Scd2 overexpression in null backgrounds to confirm functional rescue .
Critical considerations:
Weak signal in Western blots:
High background in IHC: