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Daily Salt Intake Associated with BMI and Cardiometabolic Indicators in Beijing Occupational Population

Daily Salt Intake Associated with BMI and Cardiometabolic Indicators in Beijing Occupational Populat…
Photo by Alexander Grey / Unsplash
Key Takeaway
Interpret cross-sectional results cautiously regarding daily salt intake and BMI associations in adults.

This specific cross-sectional study involved 1,866 adults from a Beijing occupational population undergoing occupational health examinations. The primary exposure was daily salt intake (DSI), with the primary outcome focusing on the association between body mass index (BMI) and cardiometabolic indicators.

Mean DSI was recorded at 9.50 ± 2.18 g. Restricted cubic spline analysis further revealed significant non-linear associations between BMI and markers, including HDL-C, ApoA1, and uric acid, with all P-non-linear values less than 0.05. Inflection points for BMI and markers were concentrated at 24.95 kg/m2.

Daily salt intake significantly moderated relationships between BMI and HDL-C as well as ApoA1 levels. However, the interaction regarding uric acid was suggestive but did not reach statistical significance. Moderating influence varied by age, being more evident in younger adults. Sex-specific thresholds for DSI were approximately 13–16 g/d in men and 11–12 g/d in women.

The WHO-recommended ceiling for DSI is 5 g/d. Metabolic burden of excess body weight was evident across the working-age adult population regardless of current sodium intake. Limitations include the cross-sectional design, which precludes causal conclusions.

Practice relevance suggests a single sodium restriction target may not fully reflect differences in metabolic context. Results should be interpreted cautiously in light of the cross-sectional design.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
ObjectiveThis study aims to examine whether daily salt intake (DSI) modifies the association between body mass index (BMI) and cardiometabolic indicators in a Beijing occupational population.MethodsIn this cross-sectional study, 1,866 adults undergoing occupational health examinations were included. DSI was estimated from fasting morning spot urine using the Sun_C equation. Based on correlation screening, seven cardiometabolic indicators were selected for further analysis: HDL-C, uric acid (UA), ApoA1, creatinine (Cr), ALT, ApoB/ApoA1, and diastolic blood pressure (DBP). Associations were assessed using multiple linear regression and restricted cubic spline models adjusted for age and sex. Effect modification by DSI was evaluated using interaction terms and the Johnson–Neyman technique.ResultsMean DSI was 9.50 ± 2.18 g. RCS analysis revealed significant non-linear associations between BMI and markers, including HDL-C, ApoA1, and UA (all P-non-linear < 0.05), with inflection points concentrated at 24.95 kg/m2. DSI significantly moderated the relationships between BMI and HDL-C and ApoA1, whereas the interaction for UA was suggestive but did not reach statistical significance. In the young and middle-aged population ( 0.2).ConclusionThe moderating influence of daily salt intake on cardiometabolic associations with BMI varied by age and was more evident in younger adults. The thresholds identified in this study differed by sex, at approximately 13–16 g/d in men and 11–12 g/d in women, and were higher than the WHO-recommended ceiling of 5 g/d. In practical terms, although most participants remained below these sex-specific thresholds, the metabolic burden of excess body weight was evident across the working-age adult population regardless of current sodium intake. These findings suggest that a single sodium restriction target may not fully reflect differences in metabolic context, although the present results should be interpreted cautiously in light of the cross-sectional design.
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