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July 1, 2025Journal of Advanced Trends in Medical ResearchOpen Access

Structural Equation Modeling of Metabolic Risk Factors and Cardiovascular Disease in Saudi Arabian Population - A Comprehensive Analysis

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Key result

Metabolic risk factors linked to higher CVD risk, with diabetes showing the strongest association.

  • β = 0.53 for diabetes
  • n=2,494

Why the study?

The complex interrelationships and relative contributions of metabolic syndrome components to CVD risk in the Saudi population remained poorly understood.

Population

2494 Saudi adults (1247 with MetS and 1247 matched controls)

Comparison

Adults with MetS vs matched controls

Design

Cross-sectional study

Authors

AAAlhasan Mohamed AlkharasaniJAJoud Adel AlzahraniTATurki Khalid Alsayed

Discussion

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Overview

Supports metabolic screening emphasis in Saudi CVD prevention; hypothesis-generating and requires prospective validation before practice change.

Study Design

Type

Cross-Sectional (n=2,494)

Multicenter

Yes

Structured PICO

P
Population
2,494 Saudi adults (1,247 with metabolic syndrome and 1,247 matched controls) from primary healthcare centers across five regions.
C
Comparator
Matched controls without metabolic syndrome
O
Outcome
Cardiovascular disease risk and its relationship with metabolic risk factors

Main Result

Effect estimate: β = 0.53 for diabetes

Diabetes, hypertension, dyslipidemia, and obesity significantly contribute to CVD risk in the Saudi population, mediated by inflammation, insulin resistance, and endothelial dysfunction.

Cite This Study

Alkharasani et al. (2025) conducted a cross-sectional in Metabolic syndrome and cardiovascular disease (n=2,494). Metabolic syndrome and its components (diabetes, hypertension, obesity, dyslipidaemia) vs. Matched controls without metabolic syndrome was evaluated on Cardiovascular disease risk (β = 0.53 for diabetes). Metabolic risk factors significantly contributed to cardiovascular disease risk, with diabetes showing the strongest effect (β = 0.53), followed by hypertension (β = 0.47).

synapsesocial.com/papers/6aa5ab5dc34c6f6bfa64c276https://doi.org/10.4103/atmr.atmr_74_25
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