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Impact of a clinical decision support system on adherence to clinical guidelines in the management of patients with heart failure (SPHERA-HF study)

https://doi.org/10.15829/1728-8800-2025-4462

EDN: ZSMLDI

Abstract

Aim. To assess the impact of a clinical decision support system (CDSS) aimed at increasing physician compliance with clinical guidelines on heart failure (HF) in real-world practice in order to improve the effectiveness of managing this category of patients and clinical outcomes in pilot Russian regions.

Material and methods. As part of the retrospective multicenter study SPHERA-HF, data of electronic health records from 49 medical facilities in three Russia regions were analyzed. The study participants were divided into inpatient and outpatient cohorts. The main inclusion criterion was a history of HF diagnosis. The features of patient management in real-world practice were studied before and after the implementation of the CDSS.

Results. The study included 66166 patients. After CDSS imple neprilysin inhibitors in patients with HF with reduced ejection fraction increased in the in-hospital cohort from 32,9% to 52,3% (p<0,05); in the outpatient cohort from 24,2% to 45,3% (p<0,05). There was an increase in the prescription rate of quadruple therapy at discharge in the inhospital cohort from 22,3% to 32,6% (p<0,05); at the initiation visit in the outpatient cohort from 24,6% to 42,9% (p<0,05). There was a decrease in the number of rehospitalizations for cardiovascular diseases in the inhospital cohort from 26,9% to 20,1% (p<0,05).

Conclusion. The study results indicate a positive impact of CDSS introduction on managing patients with HF.

About the Authors

S. N. Tereshchenko
Chazov National Medical Research Center of Cardiology
Russian Federation

Moscow



I. V. Zhirov
Chazov National Medical Research Center of Cardiology; Chazov National Medical Research Center of Cardiology
Russian Federation

Moscow



A. M. Shangina
Chazov National Medical Research Center of Cardiology
Russian Federation

Moscow



F. N. Paleev
Chazov National Medical Research Center of Cardiology
Russian Federation

Moscow



S. A. Boytsov
Chazov National Medical Research Center of Cardiology
Russian Federation

Moscow



A. E. Uranov
Scientific Group OOO "MedicBook"
Russian Federation

Novosibirsk



K. S. Astrakova
Scientific Group OOO "MedicBook"
Russian Federation

Novosibirsk



I. L. Mikheenko
Scientific Group OOO "MedicBook"
Russian Federation

Novosibirsk



A. A. Gartung
Scientific Group OOO "MedicBook"
Russian Federation

Novosibirsk



A. A. Spiridonov
Scientific Group OOO "MedicBook"
Russian Federation

Novosibirsk



Y. S. Krivosheev
Regional Clinical Cardiology Dispensary
Russian Federation

Stavropol



I. I. Shestova
Tula Regional Clinical Cardiology Dispensary
Russian Federation

Tula



D. S. Markov
Government of the Tula Oblast
Russian Federation

Tula



I. L. Strokolskaya
Research Institute for Complex Issues of Cardiovascular Diseases
Russian Federation

Kemerovo



O. L. Barbarash
Research Institute for Complex Issues of Cardiovascular Diseases
Russian Federation

Kemerovo



M. A. Meshkova
Lipetsk Regional Clinical Hospital
Russian Federation

Lipetsk



I. A. Starodubtseva
Burdenko Voronezh State Medical University
Russian Federation

Voronezh



N. A. Gurina
OOO Novartis Pharma
Russian Federation

Moscow



V. A. Petrakovskaia
OOO Novartis Pharma
Russian Federation

Moscow



References

1. Gilyarevsky SR, Gavrilov DV, Gusev AV. Retrospective analysis of electronic health records of patients with heart failure: the first Russian experience. Russian Journal of Cardiology. 2021;26(5):4502. (In Russ.) doi:10.15829/1560-4071-2021-4502.

2. Lopatin YuM, Nedogoda SV, Arkhipov MV, et al. Pharma coepidemiological analysis of routine management of heart failure patients in the Russian Federation. Part I. Russian Journal of Cardiology. 2021;26(4):4368. (In Russ.) doi:10.15829/1560-4071-2021-4368.

3. Soloveva AE, Endubaeva GV, Avdonina NG, et al. ICD-10 codebased definition of heart failure in Saint Petersburg electro nichealth records: prevalence, health care utilization and outcomes. Russian Journal of Cardiology. 2021;26(S3):4621. (In Russ.) doi:10.15829/1560-4071-2021-4621.

4. Nedogoda SV, Lopatin YuM, Arkhipov MV, et al. Pharma coepidemiological analysis of routine management of heart failure patients in the Russian Federation. Part II. Russian Journal of Cardiology. 2022;27(2):4759. (In Russ.) doi:10.15829/1560-4071-2022-4759.

5. Soloveva AE, Gorbacheva TV, Solovev AE, et al. Cumulative Incidence and Prognostic Value of Readmissions in Patients With Heart Failure: Data From a rge Cohort Study of Real Clinical Practice in St. Petersburg. Kardiologiia. 2024;64(11):96-105. (In Russ.) doi:10.18087/cardio.2024.11.n2781.

6. Tereshchenko SN, Galyavich AS, Uskach TM, et al. 2020 Clinical practice guidelines for Chronic heart failure. Russian Journal of Cardiology. 2020;25(11):4083. (In Russ.) doi:10.15829/1560-4071-2020-4083.

7. Shlyakhto EV, Belenkov YuN, Boytsov SA, et al. Interim analysis of a prospective observational multicenter registry study of patients with chronic heart failure in the Russian Federation "PRIORITET-CHF": initial characteristics and treatment of the first included patients. Russian Journal of Cardiology. 2023;28(10):5593. (In Russ.) doi:10.15829/1560-4071-2023-5593.

8. McKie PM, Kor DJ, Cook DA, et al. Computerized Advisory Decision Support for Cardiovascular Diseases in Primary Care: A Cluster Randomized Trial. Am J Med. 2020;133(6):750-756.e2. doi:10.1016/j.amjmed.2019.10.039.

9. Kapłon Cieślicka A, Laroche C, Crespo Leiro MG, et al; Heart Failure Association (HFA) of the European Society of Cardiology (ESC) and the ESC Heart Failure Long-Term Registry Investigators. Is heart failure misdiagnosed in hospitalized patients with preserved ejection fraction? From the European Society of Cardiology — Heart Failure Association EURObservational Research Programme Heart Failure Long-Term Registry. ESC Heart Fail. 2020;7(5):2098-112. doi:10.1002/ehf2.12817.

10. Losik DV, Kozlova SN, Krivosheev YuS, et al. Retrospective analysis of clinical decision support system use in patients with hypertension and atrial fibrillation (INTELLECT). Russian Journal of Cardiology. 2021;26(4):4406. (In Russ.) doi:10.15829/1560-4071-2021-4406.

11. Ponomarenko AV, Krivosheev US, Mikheenko IL, et al. Searching for potential factors associated with failed catheter ablation of atrial fibrillation. Retrospective analysis of electronic medical records using medical decision making support service (SELECT AF study). Russian Cardiology Bulletin. 2023;18(2):35-42. (In Russ.) doi:10.17116/Cardiobulletin20231802135.

12. Shangina AM, Benimetskaya KS, Efremova YuE, et al. Personalized approach to treatment choice using a digital profile of patient with cardiovascular diseases: the features of clinical decision-making support service. Russian Cardiology Bulletin. 2024;19(4-2):105-12. (In Russ.) doi:10.17116/Cardiobulletin202419042105.

13. Astrakova (Benimetskaya) KS, Mikheenko IL, Uranov AE, et al. The impact of clinical decision support systems on adherence to clinical guidelines and achieving target levels of low-density lipoprotein cholesterol in patients at risk of developing cardiovascular events (SuccESS). Rational Pharmacotherapy in Cardiology. 2024;20(6):625-36. (In Russ.) doi:10.20996/1819-6446-2024-3138.

14. Settergren C, Benson L, Shahim A, et al. Cause-specific death in heart failure across the ejection fraction spectrum: A comprehensive assessment of over 100 000 patients in the Swedish Heart Failure Registry. Eur J Heart Fail. 2024;26(5):1150-9. doi:10.1002/ejhf.3230. Erratum in: Eur J Heart Fail. 2025;27(1): 183. doi:10.1002/ejhf.3554.

15. Savarese G, Gatti P, Benson L, et al. Left ventricular ejection fraction digit bias and reclassification of heart failure with mildly reduced vs reduced ejection fraction based on the 2021 definition and classification of heart failure. Am Heart J. 2024;267:52-61. doi:10.1016/j.ahj.2023.11.008. Epub 2023 Nov 15. PMID: 37972677.

16. Shah KS, Xu H, Matsouaka RA, et al. Heart Failure With Preserved, Borderline, and Reduced Ejection Fraction: 5-Year Outcomes. J Am Coll Cardiol. 2017;70(20):2476-2486. doi:10.1016/j.jacc.2017.08.074.

17. McMurray JJ, Packer M, Desai AS, et al. & PARADIGM-HF Investigators and Committees. Angiotensin-neprilysin inhibition versus enalapril in heart failure. NEJM. 2014;371(11):993-1004. doi:10.1056/NEJMoa1409077.

18. Solomon SD, Vaduganathan M, L Claggett B, et al. Sacubitril/Valsartan Across the Spectrum of Ejection Fraction in Heart Failure. Circulation. 2020;141(5):352-61. doi:10.1161/CIRCULATIONAHA.119.044586.

19. Zannad F, Ferreira JP, Pocock SJ, et al. SGLT2 inhibitors in patients with heart failure with reduced ejection fraction: a meta-analysis of the EMPEROR-Reduced and DAPA-HF trials. Lancet (London, England). 2020;396(10254):819-29. doi:10.1016/S0140-6736(20)31824-9.


Supplementary files

What is already known about the subject?

  • Cardiovascular diseases occupy the first place in mortality structure. Heart failure (HF) is the final stage of cardiovascular disease continuum.
  • In real-world practice, not all patients undergo the necessary diagnostic examinations in full, and the recommended disease-modifying therapy is not always prescribed.

What might this study add?

  • The introduction of clinical decision support system (CDSS) contributed to a significant increase in the frequency of necessary examinations in patients with HF, including the determination of brain natriuretic peptide and left ventricular ejection fraction (EF).
  • After CDSS introduction, there was an increase in prescription rate of angiotensin receptor-neprilysin inhibitors, quadruple therapy in patients with heart failure with reduced and mildly reduced EF.
  • A decrease in rehospitalization rate was observed among patients with HF who had previously been hospitalized for any cardiac diagnosis.

Review

For citations:


Tereshchenko S.N., Zhirov I.V., Shangina A.M., Paleev F.N., Boytsov S.A., Uranov A.E., Astrakova K.S., Mikheenko I.L., Gartung A.A., Spiridonov A.A., Krivosheev Y.S., Shestova I.I., Markov D.S., Strokolskaya I.L., Barbarash O.L., Meshkova M.A., Starodubtseva I.A., Gurina N.A., Petrakovskaia V.A. Impact of a clinical decision support system on adherence to clinical guidelines in the management of patients with heart failure (SPHERA-HF study). Cardiovascular Therapy and Prevention. 2025;24(7):4462. (In Russ.) https://doi.org/10.15829/1728-8800-2025-4462. EDN: ZSMLDI

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ISSN 1728-8800 (Print)
ISSN 2619-0125 (Online)