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The Interdependence of Blood Pressure and Glucose in Vietnam
Tran Thi Thu Nga1, Christopher Leigh Blizzard2, Luong Ngoc Khue3
1Menzies Institute for Medical Research, University of Tasmania, Private Bag 23, Hobart, TAS, 7000, Australia.
Insights
This study reveals a feedback loop between systolic blood pressure and blood glucose, influenced by obesity measures like BMI and waist circumference. Interventions targeting diet and physical activity can help manage both conditions.
Area of Science:
- Cardiovascular Health
- Metabolic Health
- Epidemiology
Background:
- Separate regression models for systolic blood pressure (BP) and blood glucose (BG) overlook shared etiological mechanisms, leading to unreliable inferences.
- Understanding the inter-dependence of BP and BG is crucial for accurate health assessments.
Purpose of the Study:
- To investigate the relationship between systolic BP and BG, considering their interdependence.
- To examine the influence of obesity measures (BMI, waist circumference) and other factors on systolic BP and BG.
Main Methods:
- A large-scale study in Vietnam (n=14706) using multi-stage stratified cluster sampling.
- WHO STEPS protocols were employed for data collection in participants aged 25-64.
- Structural modeling was used to analyze the complex relationships between variables.
Main Results:
- Direct effects of BG, age, and BMI on systolic BP were observed in both men and women.
- Systolic BP and waist circumference showed direct effects on BG.
- Indirect effects of age, cholesterol, physical activity, and smoking on BG and BP were mediated through BMI and waist circumference.
- Correlated errors between systolic BP and BG estimations indicated a feedback loop.
Conclusions:
- Statistical evidence supports a feedback loop between systolic BP and BG.
- Body Mass Index (BMI) and waist circumference (WC) are primary explanatory factors for both systolic BP and BG.
- Interventions focused on saturated fat intake and physical activity may help reduce overweight/obesity, systolic BP, and BG.
- Harmful alcohol intake is a target for managing systolic BP.
Introduction:
Modelling of associations of systolic blood pressure (BP) and blood glucose (BG) with their explanatory factors in separate regressions treats them as having independent biological mechanisms. This can lead to statistical inferences that are unreliable because the substantial overlap in their etiologic and disease mechanisms is ignored.
Aim:
This study aimed to examine the relationship of systolic blood pressure (BP) and blood glucose (BG) with measures of obesity and central fat distribution and other factors whilst taking account of the inter-dependence between them.
Methods:
Participants (n = 14706, 53.5 % females) aged 25-64 years were selected by multi-stage stratified cluster sampling from eight provinces each representing one of the eight geographical regions of Vietnam. Measurements were made using the World Health Organization STEPS protocols.
Results:
Structural modelling identified direct effects for BG (men P = 0.000, women P = 0.029), age (men P = 0.000, women P = 0.000) and body mass index (BMI) (men P = 0.000, women P = 0.000) in the estimation of systolic BP, and for systolic BP (men P = 0.036, women P = 0.000) and waist circumference (WC) (men P = 0.032, women P = 0.009) in the estimation of BG. There were indirect effects of age, cholesterol, physical activity and tobacco smoking via their influence on WC and BMI. The errors in estimation of systolic BP and BG were correlated (men P = 0.000, women P = 0.004), the stability indices (men 0.466, women 0.495) showed the non-recursive models were stable, and the proportion of variance explained was mid-range (men 0.553, women 0.579).
Conclusion:
This study provided statistical evidence of a feedback loop between systolic BP and BG. BMI and WC were confirmed to be their primary explanatory factors. Saturated fat intake and physical activity were identified as possible targets of intervention for overweight and obesity, and indirectly for reducing systolic BP and BG. Harmful/hazardous alcohol intake was identified as a target of intervention for systolic BP.
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