CASP8 and depressive symptom measurement: Additionally, air pollution can activate inflammatory response pathways (e.g., IL1RN [39], galectin-3 [40], CLEC4D [41], CASP8 [42, 43]), disrupting neurotransmitter balance and exacerbating neuronal inflammation, thereby increasing the incidence of depression [44, 45].