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Structural equation modeling revealed NAOPs regulate ARGs directly and indirectly via ECG-microbe cascades while suppressing native microbiota. Organophosphorus pesticides (OPPs) directly altered ARG profiles, dominating ARG abundance variation at 46.1%. The P\u2550S functional group of OPPs was the key structural motif driving ARG accumulation. 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