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Multiday labeling revealed that newly deposited matrix is spatially associated with local osteocyte process architecture. Long-term amino acid tracing uncovered localized matrix turnover at osteocyte and osteoclast interfaces, including osteocyte-associated pericellular matrix remodeling and osteoclast association with newly formed, old, and mixed matrix regions. Finally, aging was associated with reduced osteoblast amino acid incorporation, diminished matrix deposition, and impaired osteocyte process-associated activity. 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