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Cardiovascular risk according to the SCORE, SCORE2, and SCORE2-RF scales in the nationwide study ESSE-RF of 2012-2022 and its dependence on regional living conditions

https://doi.org/10.20996/1819-6446-2026-3295

EDN: TZDWKW

Abstract

Aim. To conduct a comparative analysis of individual cardiovascular risk (CVR) assessment using three versions of the SCORE scale and to evaluate the associations of risk with regional living conditions.

Material and methods. Individual data from the cross-sectional phase of the ESSE-RF study in 2012-2014, 2017-2018, and 2020-2022 were used for the analysis. The analytical sample included 15,298 women and 10,861 men aged 40-64 years without a history of stroke, coronary heart disease, myocardial infarction, or diabetes, and without missing data. Individual CVR was assessed using the SCORE, SCORE2, and SCORE2-RF scales. The annual Economic, Demographic, Industrial, and Social Indexes of the National Medical Research Center for Therapy and Preventive Medicine were used as regional characteristics. Linear regression was used for quantitative outcomes, and logistic regression for binary outcomes. Logistic regression associations are expressed as odds ratios (ORs) and 95% confidence intervals.

Results. According to the SCORE scale, the proportion of individuals with high/very high cardiovascular risk (CVR) is 2.2% among women and 28.8% among men; according to SCORE2, the proportions are 25.7% and 54.7%; and according to SCORE2-RF, the proportions are 6.8% and 12.9%, respectively. Improvements in demographics (only for women) and social conditions in a region are associated with a reduced likelihood of high/very high CVR. Thus, an increase in the quintile of the Demographic Index is associated in women with a decrease in the likelihood of high/very high CVR: according to SCORE OR=0.81 (0.73-0.90), according to SCORE2 OR=0.94 (0.90-0.97), according to SCORE2-RF OR=0.88 (0.83-0.94). An increase in the quintile of the Social Index in women is associated with a decrease in the likelihood of high / very high CVR: according to SCORE OR=0.85 (0.77-0.94), according to SCORE2 OR=0.95 (0.92-0.99), according to SCORE2-RF OR=0.93 (0.88-0.98). In men, an increasing Social Index quintile is associated with a decreased likelihood of high/very high cardiovascular risk: according to SCORE, OR =0.91 (0.87-0.96), according to SCORE2-RF, OR=0.92 (0.87-0.96).

Conclusion. The study results suggest that the calibrated version of the SCORE2-RF scale is the most acceptable for practical use in preventive cardiology. Regional demographic and social conditions are associated with the profile of cardiovascular risk factors and can potentially be considered as population health factors. For Russia, a geographically diverse country, taking into account regional characteristics of the population allows for differentiation of prevention, as well as its focus and assessment of effectiveness.

About the Authors

S. A. Maksimov
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Sergey A. Maksimov 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



S. A. Shalnova
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Svetlana A. Shalnova 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



V. A. Kutsenko
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Vladimir A. Kutsenko 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



M. B. Kotova
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Marina B. Kotova 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



G. A. Muromtseva
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Galina A. Muromtseva 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



A. V. Kapustina
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Anna V. Kapustina 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



Yu. A. Balanova
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Yulia A. Balanova 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



A. E. Imaeva
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Asiia E. Imaeva 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



S. E. Evstifeeva
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Svetlana E. Evstifeeva 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



N. S. Karamnova
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Natalia S. Karamnova 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



O. B. Shvabskaya
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Olga B. Shvabskaia 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



T. V. Repkina
Regional Center for Public Health and Medical Prevention
Russian Federation

Tatyana V. Repkina 

Polzunov str., 23, Barnaul, 656056



T. O. Gonoshilova
Regional Center for Public Health and Medical Prevention
Russian Federation

Tatyana O. Gonoshilova

Polzunov str., 23, Barnaul, 656056



A. V. Kudryavtsev
Northern State Medical University
Russian Federation

Alexander V. Kudryavtsev 

Troitskiy avenue, 51, Arkhangelsk, 163000



N. I. Belova
Northern State Medical University
Russian Federation

Natalia I. Belova 

Troitskiy avenue, 51, Arkhangelsk, 163000



L. L. Shagrov
Northern State Medical University
Russian Federation

Leonid L. Shagrov 

Troitskiy avenue, 51, Arkhangelsk, 163000



M. A. Samotrueva
Astrakhan State Medical University
Russian Federation

Marina A. Samotrueva 

Bakinskaya str., bld. 121, Astrakhan, 414000



A. L. Yasenyavskaya
Astrakhan State Medical University
Russian Federation

Anna L. Yasenyavskaya 

Bakinskaya str., bld. 121, Astrakhan, 414000



O. A. Bashkina
Astrakhan State Medical University
Russian Federation

Olga A. Bashkina 

Bakinskaya str., bld. 121, Astrakhan, 414000



S. V. Glukhovskaya
Sverdlovsk Regional Medical College
Russian Federation

Svetlana V. Glukhovskaya 

Repina str., 2a, Yekaterinburg, 620014



I. A. Levina
Sverdlovsk Regional Medical College
Russian Federation

Irina A. Levina 

Repina str., 2a, Yekaterinburg, 620014



E. A. Shirshova
Sverdlovsk Regional Medical College
Russian Federation

Ekaterina A. Shirshova 

Repina str., 2a, Yekaterinburg, 620014



E. B. Dorzhieva
Boyanov Center for Public Health and Medical Prevention
Russian Federation

Etta B. Dorzhieva 

Tsivileva str., 2, Ulan-Ude, 670034



E. Z. Urbanova
Boyanov Center for Public Health and Medical Prevention
Russian Federation

Ekaterina Z. Urbanova 

Tsivileva str., 2, Ulan-Ude, 670034



N. Yu. Borovkova
Privolzhsky Research Medical University
Russian Federation

Natalia Yu. Borovkova 

Minina i Pozharskogo sq., 10/1, Nizhny Novgorod, 603005



V. K. Kurashin
Privolzhsky Research Medical University
Russian Federation

Vladimir K. Kurashin 

Minina i Pozharskogo sq., 10/1, Nizhny Novgorod, 603005



A. S. Tokareva
Privolzhsky Research Medical University
Russian Federation

Anastasia S. Tokareva 

Minina i Pozharskogo sq., 10/1, Nizhny Novgorod, 603005



Yu. I. Ragino
Research Institute of Internal and Preventive Medicine — branch of the Institute of Cytology and Genetics
Russian Federation

Yulia I. Ragino 

Borisa Bogatkova str. 175/1, Novosibirsk, 630089



G. I. Simonova
Research Institute of Internal and Preventive Medicine — branch of the Institute of Cytology and Genetics
Russian Federation

Galina I. Simonova 

Borisa Bogatkova str. 175/1, Novosibirsk, 630089



A. D. Khudyakova
Research Institute of Internal and Preventive Medicine — branch of the Institute of Cytology and Genetics
Russian Federation

Alyona D. Khudyakova 

Borisa Bogatkova str. 175/1, Novosibirsk, 630089



V. N. Nikulin
Orenburg Regional Center for Public Health and Medical Prevention
Russian Federation

Vadim N. Nikulin 

Altayskaya str., 12a, Orenburg, 460040



O. R. Aslyamov
Orenburg Regional Center for Public Health and Medical Prevention
Russian Federation

Oleg R. Aslyamov 

Altayskaya str., 12a, Orenburg, 460040



G. V. Khokhlova
Orenburg Regional Center for Public Health and Medical Prevention
Russian Federation

Galina V. Khokhlova 

Altayskaya str., 12a, Orenburg, 460040



A. V. Solovyeva
Tver State Medical University
Russian Federation

Alla V. Solovyeva 

Sovetskaya str., 4, Tver, 170100



A. A. Rodionov
Tver State Medical University
Russian Federation

Andrey A. Rodionov 

Sovetskaya str., 4, Tver, 170100



O. V. Kryachkova
Tver State Medical University
Russian Federation

Olga V. Kryachkova 

Sovetskaya str., 4, Tver, 170100



J. Yu. Shamurova
South Ural State Medical University
Russian Federation

Julia Yu. Shamurova 

Vorovskogo str., 64, Chelyabinsk, 454141



E. V. Mikhailov
South Ural State Medical University
Russian Federation

Evgeny V. Mikhailov 

Vorovskogo str., 64, Chelyabinsk, 454141



I. O. Tarabrina
South Ural State Medical University
Russian Federation

Iuliia O. Tarabrina 

Vorovskogo str., 64, Chelyabinsk, 454141



M. G. Ataev
Dagestan State Medical University
Russian Federation

Magomedrasul G. Ataev 

Lenin str., 1, Makhachkala, 367000



M. O. Radzhabov
Dagestan Federal Research Centre of the Russian Academy of Sciences
Russian Federation

Magomed O. Radzhabov 

M. Gadzhieva str., 45, Makhachkala, 367000



M. M. Isakhanova
Dagestan State Medical University
Russian Federation

Madina M. Isakhanova 

Lenin str., 1, Makhachkala, 367000



M. A. Umetov
Berbekov Kabardino-Balkarian State University
Russian Federation

Murat A. Umetov 

Chernyshevskogo str., 173, Nalchik, 360004



I. A. Khakuasheva
Berbekov Kabardino-Balkarian State University
Russian Federation

Inara A. Khakuasheva 

Chernyshevskogo str., 173, Nalchik, 360004



L. V. Elgarova
Berbekov Kabardino-Balkarian State University
Russian Federation

Lilya V. Elgarova 

Chernyshevskogo str., 173, Nalchik, 360004



E. I. Yamashkina
Ogarev Mordovian State University
Russian Federation

Ekaterina I. Yamashkina 

Bolshevistskaya str., 68, Saransk, 430005



L. A. Balykova
Ogarev Mordovian State University
Russian Federation

Larisa A. Balykova 

Bolshevistskaya str., 68, Saransk, 430005



A. A. Usanova
Ogarev Mordovian State University
Russian Federation

Anna A. Usanova 

Bolshevistskaya str., 68, Saransk, 430005



A. M. Nikitina
Republican Center for Public Health and Medical Prevention
Russian Federation

Alyona M. Nikitina 

Bestuzheva-Marlinskogo str., 1, Yakutsk, 677000



N. V. Savvina
Ammosov North-Eastern Federal University
Russian Federation

Nadezhda V. Savvina 

Belinsky str., 58, Yakutsk, 677000



Yu. E. Spiridonova
Ammosov North-Eastern Federal University
Russian Federation

Yulia E. Spiridonova 

Belinsky str., 58, Yakutsk, 677000



E. A. Naumova
Republican Center for Public Health and Medical Prevention, Exercise therapy and Sports Medicine
Russian Federation

Elena A. Naumova 

Lenin Ave., 32A, Cheboksary, 428003



D. A. Kashtanova
Center for Strategic Planning and Management of Biomedical Health Risks
Russian Federation

Daria A. Kashtanova 

Pogodinskaya str., 10, bld. 1, Moscow, 119121



V. S. Yudin
Center for Strategic Planning and Management of Biomedical Health Risks
Russian Federation

Vladimir S. Yudin 

Pogodinskaya str., 10, bld. 1, Moscow, 119121



A. A. Keskinov
Center for Strategic Planning and Management of Biomedical Health Risks
Russian Federation

Anton A. Keskinov 

Pogodinskaya str., 10, bld. 1, Moscow, 119121



S. M. Yudin
Center for Strategic Planning and Management of Biomedical Health Risks
Russian Federation

Sergey M. Yudin 

Pogodinskaya str., 10, bld. 1, Moscow, 119121



A. V. Kontsevaya
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Anna V. Kontsevaya 

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



O. M. Drapkina
National Medical Research Center for Therapy and Preventive Medicine
Russian Federation

Oksana M. Drapkina

Petroverigsky Lane, 10, bld. 3, Moscow, 101990



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For citations:


Maksimov S.A., Shalnova S.A., Kutsenko V.A., Kotova M.B., Muromtseva G.A., Kapustina A.V., Balanova Yu.A., Imaeva A.E., Evstifeeva S.E., Karamnova N.S., Shvabskaya O.B., Repkina T.V., Gonoshilova T.O., Kudryavtsev A.V., Belova N.I., Shagrov L.L., Samotrueva M.A., Yasenyavskaya A.L., Bashkina O.A., Glukhovskaya S.V., Levina I.A., Shirshova E.A., Dorzhieva E.B., Urbanova E.Z., Borovkova N.Yu., Kurashin V.K., Tokareva A.S., Ragino Yu.I., Simonova G.I., Khudyakova A.D., Nikulin V.N., Aslyamov O.R., Khokhlova G.V., Solovyeva A.V., Rodionov A.A., Kryachkova O.V., Shamurova J.Yu., Mikhailov E.V., Tarabrina I.O., Ataev M.G., Radzhabov M.O., Isakhanova M.M., Umetov M.A., Khakuasheva I.A., Elgarova L.V., Yamashkina E.I., Balykova L.A., Usanova A.A., Nikitina A.M., Savvina N.V., Spiridonova Yu.E., Naumova E.A., Kashtanova D.A., Yudin V.S., Keskinov A.A., Yudin S.M., Kontsevaya A.V., Drapkina O.M. Cardiovascular risk according to the SCORE, SCORE2, and SCORE2-RF scales in the nationwide study ESSE-RF of 2012-2022 and its dependence on regional living conditions. Rational Pharmacotherapy in Cardiology. 2026;22(2):128-138. (In Russ.) https://doi.org/10.20996/1819-6446-2026-3295. EDN: TZDWKW

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ISSN 1819-6446 (Print)
ISSN 2225-3653 (Online)