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Comprehensive risk calculator for children with heterozygous familial hypercholesterolemia

https://doi.org/10.21518/ms2026-016

Abstract

Introduction. Heterozygous familial hypercholesterolemia (HeFH) is the most common inherited disorder of lipid metabolism, characterized by a high risk of early cardiovascular events.

Aim. To develop and validate a multidimensional prognostic algorithm for predicting the presence of subclinical atherosclerosis (defined as intima-media thickness (IMT) > 95th percentile for age and sex or the presence of at least one carotid atherosclerotic plaque) in children with HeFH, and thereafter use this algorithm as a risk calculator to personalize lipid-lowering therapy.

Materials and methods. A retrospective, single-center, cross-sectional study was conducted at the Children's Cardiology Center of the Bashlyaeva Children’s City Clinical Hospital of Moscow Health Department (Moscow). The study included 374 patients between ages 6 and 18. Based on the Simon Broom criteria, the diagnosis of FH referred to either definite or possible heterozygous FH. Common carotid intima-media thickness (CIMT) measurement and atherosclerotic plaque detection were recognized as validated surrogate markers of increased cardiovascular risk. Ultrasound findings of subclinical atherosclerosis (IMT > 95th percentile and/or the presence of atherosclerotic plaques) were used as the study outcome.

Results. The resulting model demonstrated good discriminatory performance (mean AUC – 0.791; after bootstrap correction – 0.776) and acceptable calibration. Pathogenic variants found in the LDLR/APO genes, glycated hemoglobin > 5.7%, and smoking or vaping made the greatest contribution to the risk. A practical algorithm for stratifying patients into 4 categories of risk, allowing for personalized approach to lipid-lowering therapy was suggested.

Conclusion. Despite the need for external validation and further prospective studies, IPAD-1.0 is the first comprehensive validated tool to assess a vascular risk in pediatric HeFH.

About the Authors

I. I. Pshenichnikova
Russian Medical Academy of Continuous Professional Education; Bashlyaeva Children’s City Clinical Hospital; Research Institute of Healthcare Organization and Medical Management
Russian Federation

Irina I. Pshenichnikova - Cand. Sci. (Med.), Associate Professor of the Department of Pediatrics named after Academician G.N. Speransky, Russian Medical Academy of Continuing Professional Education; Pediatrician, Bashlyaeva Children’s City Clinical Hospital; Specialist of the Organizational and Methodical Department of Paediatrics, Research Institute of Healthcare Organization and Medical Management.

2/1, Bldg. 1, Barrikadnaya St., Moscow, 125993; 28, Geroyev Panfilovtsev St., Moscow, 125373; 9, Sharikopodshipnikovskaya St., Moscow, 115088



I. N. Zakharova
Russian Medical Academy of Continuous Professional Education
Russian Federation

Irina N. Zakharova - Dr. Sci. (Med.), Professor, Honored Doctor of the Russian Federation, Head of the Department of Pediatrics named after G.N. Speransky, Russian Medical Academy of Continuous Professional Education.

2/1, Bldg. 1, Barrikadnaya St., Moscow, 125993



I. M. Osmanov
Bashlyaeva Children’s City Clinical Hospital; Pirogov Russian National Research Medical University
Russian Federation

Ismail M. Osmanov - Dr. Sci. (Med.), Professor, Chief Physician, Bashlyaeva Children’s City Clinical Hospital; Professor of the Department of Paediatrics No. 2, Faculty of Paediatrics, Pirogov Russian National Research Medical University.

28, Geroyev Panfilovtsev St., Moscow, 125373; 2, Taldomskaya St., Moscow, 125412



V. V. Pupykina
Russian Medical Academy of Continuous Professional Education
Russian Federation

Viktoria V. Pupykina - Assistant Professor of the Department of Pediatrics named after G.N. Speransky, Russian Medical Academy of Continuous Professional Education.

2/1, Bldg. 1, Barrikadnaya St., Moscow, 125993



E. A. Gagin
Bashlyaeva Children’s City Clinical Hospital
Russian Federation

Evgeniy A. Gagin - Head of the Pediatric Cardiology Center, Bashlyaeva Children’s City Clinical Hospital.

28, Geroyev Panfilovtsev St., Moscow, 125373



I. I. Dmitriev
Bashlyaeva Children’s City Clinical Hospital
Russian Federation

Igor I. Dmitriev - Pediatric Cardiologist at the Pediatric Cardiology Center, Bashlyaeva Children’s City Clinical Hospital.

28, Geroyev Panfilovtsev St., Moscow, 125373



S. N. Borzakova
Russian Medical Academy of Continuous Professional Education; Bashlyaeva Children’s City Clinical Hospital; Research Institute of Healthcare Organization and Medical Management
Russian Federation

Svetlana N. Borzakova - Cand. Sci. (Med.), Associate Professor of the Department of Paediatrics named after Academician G.N. Speransky, Russian Medical Academy of Continuing Professional Education; Paediatric Gastroenterologist, Bashlyaeva Children’s City Clinical Hospital; Head of the Organisational-Methodological Department for Paediatrics, Research Institute of Healthcare Organization and Medical Management.

2/1, Bldg. 1, Barrikadnaya St., Moscow, 125993; 28, Geroyev Panfilovtsev St., Moscow, 125373; 9, Sharikopodshipnikovskaya St., Moscow, 115088



A. V. Miroshina
Bashlyaeva Children’s City Clinical Hospital
Russian Federation

Aleksandra V. Miroshina - Head of the Organizational and Analytical Department, Bashlyaeva Children’s City Clinical Hospital.

28, Geroyev Panfilovtsev St., Moscow, 125373



M. V. Ezhov
National Medical Research Centre of Cardiology named after Academician E.I. Chazov
Russian Federation

Marat V. Ezhov - Dr. Sci. (Med.), Professor, Chief Researcher of the Laboratory of Lipid Metabolism Disorders, Myasnikov Research Institute of Clinical Cardiology, National Medical Research Centre of Cardiology named after Academician E.I. Chazov.

15a, Academician Chazov St., Moscow, 121552



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For citations:


Pshenichnikova II, Zakharova IN, Osmanov IM, Pupykina VV, Gagin EA, Dmitriev II, Borzakova SN, Miroshina AV, Ezhov MV. Comprehensive risk calculator for children with heterozygous familial hypercholesterolemia. Meditsinskiy sovet = Medical Council. 2026;(1):283-293. (In Russ.) https://doi.org/10.21518/ms2026-016

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