AKR1B1 and depressive symptom measurement: For example, knockdown or overexpression of hub genes in cell or animal models could be used to assess effects on neuronal function, inflammatory factor release, and depression-like behaviors, and to validate potential causal relationships among UCP2, AKR1B1, TP53, and F5.