A randomised controlled trial study by Ren et al. showed that an almond-based low carbohydrate diet (LCD) improved depression and glucose metabolism in patients with type 2 diabetes by modulating gut microbiota and glucagon-like peptide-1 (GLP-1) [99]. The gene discussed is GCG; the disease is depressive disorder.