Study

Accelerated biological age linked to high normal serum sodium in general healthcare electronic medical records and NHANES

Jonathan Rabinowitz, Ohad Green, Dayoon Kwon, Nuriel Burak, Mahmoud Darawshi, Daniel W Belsky

OBSERVATIONAL ANALYSIS OF HEALTHCARE ELECTRONIC MEDICAL RECORDS AND NHANES Tier 2 2026

Across 363,286 electronic records and 24,611 NHANES participants, higher normal-range serum sodium was associated with older biological age; intervention trials are needed.

DesignOBSERVATIONAL ANALYSIS OF HEALTHCARE ELECTRONIC MEDICAL RECORDS AND NHANES
TierTier 2, Product RCT (not peer-reviewed)
Year2026
JournalmedRxiv
N387897
PublishedAug 26, 2026
Added to NO1GEVITYAug 30, 2026

Jonathan Rabinowitz and colleagues tested whether serum sodium within the normal range tracks biological aging. They analyzed 363,286 adults aged 18 to 80 years from 20 years of electronic medical records and 24,611 adults from NHANES 1999 to 2018. Biological age was estimated with the Klemera-Doubal method using seven biomarkers, with a four-biomarker sensitivity model. Higher age-adjusted sodium was associated with accelerated biological age in both datasets, with the strongest associations in younger adults. In the electronic-record dataset, the highest versus lowest sodium category corresponded to 0.88 years of acceleration in men and 2.32 years in women. In NHANES, the largest reported male difference was 1.92 years. The study is observational and cannot show that drinking more water slows aging. Sodium can reflect diet, kidney function, medications, illness, and hydration status. Randomized hydration studies with validated aging outcomes are required.

Increased serum sodium in the normal range is associated with accelerated biological aging in the general population, especially among people aged 18-50. Intervention studies are needed to confirm the link between hydration and biological aging.
Critic notes

Preprint, not peer reviewed. Residual confounding and reverse causation are possible. Serum sodium is a regulated clinical marker, not a direct hydration score. The analysis does not test a hydration intervention or a longevity outcome.

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