Central obesity and blood pressure burden among Chinese children and adolescents with normal body mass index: a repeated-measures analysis of the China health and nutrition survey.
Zhang X, Chen L, et al. • Frontiers in public health • 2026
Among Chinese children and adolescents with normal BMI, central obesity (WHtR ≥ 0.50) was associated with a higher burden of blood pressure, suggesting waist-based anthropometric assessment may complement BMI in identifying normal-weight youth with an unfavorable blood pressure profile, though confirmation in contemporary pediatric cohorts is warranted.
Key Findings
Results
Central obesity was uncommon among normal-BMI Chinese children and adolescents in the China Health and Nutrition Survey.
Central obesity (WHtR ≥ 0.50) was present in 4.3% (323/7,469) of normal-BMI person-wave observations.
The analysis used repeated examination data from 4,841 children and adolescents aged 7-17 years with normal BMI.
The complete-case dataset comprised 7,192 observations from survey waves between 1993 and 2011.
Results
Central obesity was independently associated with higher odds of above-normal blood pressure among normal-BMI youth.
In fully adjusted GEE models, the OR was 1.43 (95% CI: 1.07-1.90; p = 0.016).
Blood pressure was classified using age-, sex-, and height-specific Chinese references.
GEE with robust standard errors was used to estimate population-average associations.
Results
Central obesity was also associated with higher odds of high blood pressure among normal-BMI youth.
In fully adjusted models, the OR was 1.54 (95% CI: 1.07-2.21; p = 0.022).
High blood pressure was a primary outcome alongside above-normal blood pressure.
Results
Standardized absolute risk differences associated with central obesity were several percentage points for both blood pressure outcomes.
The standardized absolute risk difference was 5.1 percentage points for above-normal blood pressure.
The standardized absolute risk difference was 3.5 percentage points for high blood pressure.
Results
The associations were generally consistent across sensitivity analyses and subgroups.
Subgroup associations were generally consistent across sex, urbanicity, and survey period.
Robustness checks were performed in addition to the primary models.
Results
Exploratory longitudinal analyses were directionally compatible with the primary findings but were limited by few exposed observations.
Lagged, transition, and trajectory models were performed.
Interpretation was limited by sparse exposed observations.
Conclusions
The authors conclude that waist-based assessment may complement BMI for identifying normal-weight youth with an unfavorable blood pressure profile.
BMI cannot differentiate fat distribution and fails to identify central fat accumulation among normal-weight youth.
The authors state that findings warrant confirmation in contemporary pediatric cohorts, since data span 1993-2011.
What This Means
This study looked at Chinese children and adolescents aged 7-17 whose body mass index (BMI) was in the normal range. BMI doesn't show where body fat is stored, so some young people who look normal by BMI may still carry extra fat around the waist. The researchers used survey data collected between 1993 and 2011 and defined central obesity as a waist-to-height ratio of 0.50 or more.
About 4.3% of the normal-BMI observations showed central obesity. Those young people had higher odds of above-normal blood pressure (odds ratio 1.43) and of high blood pressure (odds ratio 1.54) after accounting for other factors. This translated to roughly 5.1 and 3.5 percentage points higher absolute risk, respectively. The pattern was similar for boys and girls, urban and rural settings, and across survey periods. Follow-up analyses pointed in the same direction but had too few exposed cases to be firm.
This research suggests that measuring waist size relative to height may help identify normal-weight young people who have a less favorable blood pressure profile, in addition to BMI. The data are observational and come from older surveys, so the study cannot show that central fat causes higher blood pressure, and the authors note that confirmation in more recent groups of children is needed.
Zhang X, Chen L, Peng J, Su L, Cao X, Chen F. (2026). Central obesity and blood pressure burden among Chinese children and adolescents with normal body mass index: a repeated-measures analysis of the China health and nutrition survey.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1973651