Nitrogen bioavailability, governed by fixation and loss processes, is crucial for oceanic productivity and global biogeochemical cycles. The key nitrogen loss organisms-denitrifiers and anaerobic ammonium-oxidizing (anammox) bacteria-remain poorly understood in deep-sea cold seeps. This study combined geochemical measurements,