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Abstract
Longer total sleep duration, greater deep sleep, and increased REM sleep were associated with lower risk of most aging hallmarks.
- Higher wakefulness after sleep onset and greater sleep irregularity were linked to higher risk of aging hallmarks.
- Light sleep did not show significant associations with aging hallmarks.
- The number of proteins associated with both sleep patterns and aging hallmarks varied from 1 to 558.
- Identified proteins were mainly involved in immune and inflammatory pathways.
- Proteins such as IL1RN, FABP1, GDF15, and LEP were consistently observed across different sleep patterns and aging hallmarks.
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