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While some terms reflect broader or less direct metabolic activities (e.g., uracil catabolism, creatinine catabolism), the strongest signal is NAD-related salvage and broader vitamin cofactor biosynthesis, suggesting a module focused on cofactor production and NAD metabolism in a microbial 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