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These metabolites demonstrate dual neuroimmune regulatory capacity: indole derivatives activate aryl hydrocarbon receptor (AhR) signaling to promote anti-inflammatory cytokine production (Zhao et al., 2024), while kynurenine accumulation correlates with chronic inflammatory and neuropsychiatric disorders ( The gut-lung axis operationalizes these metabolites through systemic immunomodulation