A potential threshold effect at VAI ≈ 103 was observed in males beyond which risk of pulmonary function impairment appeared to increase, while a more linear association was suggested in females, though the VAI × sex interaction term was not statistically significant (P = 0.095).
Key Findings
Results
A potential VAI threshold of approximately 103 was observed in males, beyond which the risk of pulmonary function impairment appeared to increase.
The nonlinear association was examined using restricted cubic splines within multivariate logistic regression models, with knots placed at the 5th, 25th, 75th, and 95th centiles.
Bootstrap 95% confidence intervals were generated using 500 replicates to assess robustness of the identified threshold.
Knot placement sensitivity analyses were performed to assess the robustness of the identified VAI threshold.
The threshold pattern was identified in males specifically, with the VAI value of approximately 103 serving as the identified inflection point.
Results
In females, a more linear association between VAI and pulmonary function impairment was suggested, rather than a threshold pattern.
The linear pattern in females suggests that risk of pulmonary function impairment may increase across a wider range of VAI values.
This contrasts with the threshold pattern observed in males at VAI ≈ 103.
The authors note this pattern suggests 'early and sustained management of visceral adiposity may be important across a wider range of values' in females.
Results
The formal test for sex differences in the association between VAI and pulmonary function impairment was not statistically significant.
A formal VAI × sex interaction term was included in a combined model to test for sex differences.
The VAI × sex interaction term was not statistically significant (P = 0.095).
The authors concluded that 'the evidence for a differential association by sex was inconclusive.'
Methods
The study included 6,749 middle-aged and older participants from the 2015 China Health and Retirement Longitudinal Study (CHARLS).
The sample comprised 3,374 males and 3,375 females.
Pulmonary function was assessed by peak expiratory flow (PEF).
Pulmonary function impairment was defined as PEF <80% of the predicted value.
The study population was drawn from the 2015 wave of the CHARLS.
Background
Visceral adiposity was assessed using the Visceral Adiposity Index (VAI), which was characterized as a core aspect of nutritional status and a modifiable risk factor.
VAI was described as 'increasingly recognized as a modifiable risk factor for extra-metabolic diseases.'
The study characterized VAI as 'a core aspect of nutritional status.'
The authors framed visceral adiposity as relevant to 'healthy aging' through its impact on pulmonary function.
The study was described as investigating 'differential associations between the Visceral Adiposity Index (VAI) and impaired pulmonary function in middle-aged and older males and females.'
Discussion
The authors identified the observed male-specific VAI threshold as a potential reference point for targeted lifestyle or nutritional interventions.
The authors stated the VAI threshold of approximately 103 in males 'could provide a useful reference for identifying individuals who might benefit most from targeted lifestyle or nutritional interventions.'
The authors emphasized these are 'preliminary findings' that 'require prospective validation before clinical application.'
The findings were described as highlighting 'the potential value of considering sex in strategies aimed at reducing visceral adiposity to promote respiratory health.'
Zhao Y, Ma X, Liu Q, Zhang W, Fan G, Wang R. (2026). Differential Associations of Visceral Adiposity with Pulmonary Function Impairment by Sex: Identification of a Male-Specific Risk Threshold.. Clinical nutrition ESPEN. https://doi.org/10.1016/j.clnesp.2026.102968