A 2025 Chinese case control study demonstrated that interleukin-6 concentrations were significantly higher in PPD patients and correlated (r = 0.48) with concurrent anxiety scores; machine-learning classifiers using cytokine panels achieved 86% accuracy in identifying anxious–depressed phenotypes [34]. The gene discussed is IL6; the disease is Anxiety.