TLR4 and serum lipopolysaccharide activity: In contrast, dietary patterns characterized by high saturated fat and refined carbohydrate intake—negatively weighted within the DI-GM—have been associated with gut dysbiosis and elevated endotoxemia, which may exacerbate periodontal inflammation via TLR4/MyD88 pathways (49, 50).