The data results showed that obesity induction caused a down‐regulation of PPARγ expression in the adipose tissue, but a 6‐week intervention with extract and fractions of African walnut up‐regulated its expression, suggesting a positive modulation of pro‐obesity, pro‐inflammatory and diabetogenic processes/genes, controlled by PPARγ. Here, PPARG is linked to obesity disorder.