Vascular Microcalcification: Diagnostic Approach, Statistical Modeling, and the Need for Comprehensive Management of Children from the Ukrainian Familial Hypercholesterolemia Registry

Familial hypercholesterolemia (FH) is a genetic disorder that significantly increases the risk of cardiovascular disease (CVD) in children. The identification of early predictors of cardiovascular pathology is crucial for effective management. The objective: to develop a statistical model that significantly predicts the mGla protein level, a marker of vascular microcalcification, in children with FH by analyzing the relationships between dietary habits, health-related quality of life, physical activity energy expenditure, extended lipid profile, dp-uc MGP protein levels, and results from instrumental examinations. Materials and methods. Food habits, quality of life, energy expenditure for physical activity, lipid profiles, and dp-uc MGP protein levels were assessed in children from the Ukrainian FH registry. A multivariate regression model was developed to identify significant predictors of cardiovascular pathology, namely the level of the vascular microcalcification biomarker. Results. The regression model demonstrated that the predictors explained 91.01% of the variance (R2 = 0.91; p < 0.0001). Age and cholesterol intake were significant predictors (β = 19.16; p = 0.0039 and β = 0.70; p = 0.0013, respectively). These results highlight the impact of chronic cholesterol exposure on cardiovascular health in children with HF. Conclusions. The study emphasizes the need for a comprehensive approach to the treatment of HF, combining medical and psychosocial support, to reduce the risk of cardiovascular complications in pediatric patients.

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Publication Details

Journal
Family medicine European practices
Published
2024-12-26
DOI
https://doi.org/10.30841/2786-720x.4.2024.320822
Primary Topic
Lipoproteins and Cardiovascular Health
Type
article
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article

Vascular Microcalcification: Diagnostic Approach, Statistical Modeling, and the Need for Comprehensive Management of Children from the Ukrainian Familial Hypercholesterolemia Registry

T.V. Мarushko, Yeva-Emiliia Kulchytska, Т.В. Куріліна
Family medicine European practices
Lipoproteins and Cardiovascular Health
article

Vascular Microcalcification: Diagnostic Approach, Statistical Modeling, and the Need for Comprehensive Management of Children from the Ukrainian Familial Hypercholesterolemia Registry

T.V. Мarushko, Yeva-Emiliia Kulchytska, Т.В. Куріліна
article en

Abstract

Familial hypercholesterolemia (FH) is a genetic disorder that significantly increases the risk of cardiovascular disease (CVD) in children. The identification of early predictors of cardiovascular pathology is crucial for effective management. The objective: to develop a statistical model that significantly predicts the mGla protein level, a marker of vascular microcalcification, in children with FH by analyzing the relationships between dietary habits, health-related quality of life, physical activity energy expenditure, extended lipid profile, dp-uc MGP protein levels, and results from instrumental examinations. Materials and methods. Food habits, quality of life, energy expenditure for physical activity, lipid profiles, and dp-uc MGP protein levels were assessed in children from the Ukrainian FH registry. A multivariate regression model was developed to identify significant predictors of cardiovascular pathology, namely the level of the vascular microcalcification biomarker. Results. The regression model demonstrated that the predictors explained 91.01% of the variance (R2 = 0.91; p < 0.0001). Age and cholesterol intake were significant predictors (β = 19.16; p = 0.0039 and β = 0.70; p = 0.0013, respectively). These results highlight the impact of chronic cholesterol exposure on cardiovascular health in children with HF. Conclusions. The study emphasizes the need for a comprehensive approach to the treatment of HF, combining medical and psychosocial support, to reduce the risk of cardiovascular complications in pediatric patients.

Family medicine European practices(4)
Shupyk National Healthcare University of Ukraine (UA)
Openalex Percentile: Top 54%
Lipoproteins and Cardiovascular Health
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