At the mechanism level, this study focuses on the molecular interaction network between gut microbiota metabolites and HF, with a detailed analysis of regulatory mechanisms involving signaling pathways (e.g., NF-κB and NLRP3) and verification of key targets. The gene discussed is NLRP3; the disease is hydrops fetalis.