Blood pressure telemonitoring and remote counseling in uncontrolled hypertension

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Abstract

Telehealth is a useful adjunct in hypertension (HTN) management. Despite obvious short-term clinical benefit, long-term social impact and cost-effectiveness have not been fully investigated.

Aim. Predictive modeling of long-term clinical and social outcomes and the cost-effectiveness analysis of blood pressure (BP) telemonitoring and remote counseling (BPTM) in patients with HTN.

Materials and methods. A Markov cohort-based (1000 patients in each study arm) model was developed and adopted a 10-year time horizon with 12-month time cycles. Cost and outcome data collected from the three-month study of 240 patients (160 in BPTM group and 80 controls, 48 y.o.). All patients started at a non-complicated HTN “well” state with a certain possibility of disease progression in a number of health states over a discrete time period. BPTM was compared with usual care in terms of 10-year healthcare costs, quality adjusted life years (QALY) using a Ministry of Health of Russian Federation perspective.

Results. In the long-term run when compared with usual care BPTM was more effective in terms mortality (67 versus 91 patients lost and 9.6 versus 9.71 life years gained) and costs (cost of illness 102 508 000 RUR versus 145 237 700 RUR). Taking quality of life measures into account, the effect of BPTM was also more pronounced (8.31 versus 7.82 QALYs gained). The resultant incremental cost-utility ratio for BPTM was 275 178.98 RUR/1 QALY gained/1 patient (134 837.70 RUR/0.49 QALY/1 patient).

Conclusion. According to the results of predictive modeling, implementation of BPTM into clinical practice is likely lead to reduced cardiovascular morbidity and mortality in a cost-effective way.

About the authors

Mikhail V. Ionov

Almazov National Medical Research Centre; National Research University of Information Technologies, Mechanics and Optics

Author for correspondence.
Email: ionov_mv@almazovcentre.ru
ORCID iD: 0000-0002-3664-5383

аспирант, мл. науч. сотр. научно-исследовательской лаб. патогенеза и терапии артериальной гипертензии научно-исследовательского отд. артериальной гипертензии ФГБУ «НМИЦ им. В.А. Алмазова», мл. науч. сотр. Института трансляционной медицины ФГАОУ ВО «Университет ИТМО»

Russian Federation, 2 Akkuratova str., Saint-Petersburg, 197341; Saint-Petersburg

Olga V. Zhukova

Privolzhsky Research Medical University

Email: ionov_mv@almazovcentre.ru
ORCID iD: 0000-0002-6454-1346

к.ф.н., доц. каф. управления и экономики фармации и фармацевтической технологии ФГБОУ ВО ПИМУ

Russian Federation, 10/1, Minin and Pozharsky square , Nizhny Novgorod, 603005

Nadezhda E. Zvartau

Almazov National Medical Research Centre; National Research University of Information Technologies, Mechanics and Optics

Email: ionov_mv@almazovcentre.ru
ORCID iD: 0000-0001-6533-5950

к.м.н., ст. науч. сотр. научно-исследовательского отд. артериальной гипертензии, зам. ген. дир. по работе с регионами, начальник Управления по реализации федеральных проектов, доц. каф. внутренних болезней Института медицинского образования ФГБУ «НМИЦ им. В.А. Алмазова», ст. науч. сотр. Института трансляционной медицины ФГАОУ ВО «Университет ИТМО»

Russian Federation, 2 Akkuratova str., Saint-Petersburg, 197341; Saint-Petersburg

Alexandra O. Konradi

Almazov National Medical Research Centre; National Research University of Information Technologies, Mechanics and Optics

Email: ionov_mv@almazovcentre.ru
ORCID iD: 0000-0001-8169-7812

чл.-кор. РАН, д.м.н., проф., зам. ген. дир. по научной работе, глава научно-исследовательского отд. артериальной гипертензии ФГБУ «НМИЦ им. В.А. Алмазова», дир. Института трансляционной медицины ФГАОУ ВО «Университет ИТМО».

Russian Federation, 2 Akkuratova str., Saint-Petersburg, 197341; Saint-Petersburg

References

  1. GBD 2017 Risk Factor Collaborators. Global, regional, and national comparative risk assessment of 84 behavioral, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet. 2018;392:1923-94. doi: 10.1016/S0140-6736(18)32225-6
  2. NCD Risk Factor Collaboration (NCD-RisC). Worldwide trends in blood pressure from 1975 to 2015: a pooled analysis of 1479 population-based measurement studies with 19·1 million participants. Lancet. 2017;389:37-55. doi: 10.1016/S0140-6736(16)31919-5
  3. Beaney T, Schutte AE, Tomaszewski M, et al.; MMM Investigators. May Measurement Month 2017: an analysis of blood pressure screening results worldwide. The Lancet Global Health. 2018;6:e736-43. doi: 10.1016/S2214-109X(18)30259-6
  4. Redon J, Mourad J-J, Schmieder RE, et al. Why in 2016 are patients with hypertension not 100% controlled? A call to action. J Hypertens. 2016;34:1480-8. doi: 10.1097/HJH.0000000000000988
  5. Omboni S, Ferrari R. The role of telemedicine in hypertension management: focus on blood pressure telemonitoring. Curr Hypertens Rep. 2015;17:535. doi: 10.1007/s11906-015-0535-3
  6. Omboni S, Guarda A. Impact of Home Blood Pressure Telemonitoring and Blood Pressure Control: A Meta-Analysis of Randomized Controlled Studies. Am J Hypertens. 2011;24:989-98. doi: 10.1038/ajh.2011.100
  7. Ettehad D, Emdin CA, Kiran A, et al. Blood pressure lowering for prevention of cardiovascular disease and death: a systematic review and meta-analysis. Lancet. 2016;387:957-67. doi: 10.1016/S0140-6736(15)01225-8
  8. Шляхто Е.В., Конради А.О., Звартау Н.Э. и др. Ценностная медицина, или Value-based medicine. СПб.: Инфо-ра, 2019 [Shlyakhto EV, Konradi AO, Zvartau NE, et al. Value-based medicine. Saint Petersburg: Info-ra, 2019 (In Russ.)].
  9. Squitieri L, Bozic KJ, Pusic AL. The Role of Patient-Reported Outcome Measures in Value-Based Payment Reform. Value Health. 2017;20:834-6. doi: 10.1016/j.jval.2017.02.003
  10. Jokstad A. Patient-reported outcomes (PROs) versus patient-reported outcome measures (PROMs) – Is there a difference? Clin Exp Dent Res. 2018;4:61-2. doi: 10.1002/cre2.112
  11. Willke RJ, Burke LB, Erickson P. Measuring treatment impact: a review of patient-reported outcomes and other efficacy endpoints in approved product labels. Control Clin Trials. 2004;25:535-52. doi: 10.1016/j.cct.2004.09.003
  12. Bottomley A, Pe M, Sloan J, et al.; Setting International Standards in Analyzing Patient-Reported Outcomes and Quality of Life Endpoints Data (SISAQOL) consortium. Analysing data from patient-reported outcome and quality of life endpoints for cancer clinical trials: a start in setting international standards. Lancet Oncol. 2016;17:e510-4. doi: 10.1016/S1470-2045(16)30510-1
  13. Ионов М.В., Жукова О.В., Звартау Н.Э. и др. Оценка клинической эффективности телемониторирования артериального давления и дистанционного консультирования у пациентов с неконтролируемой артериальной гипертензией (на основании методик атрибутивной статистики). Терапевтический архив. 2020;92(1):49-55 [Ionov MV, Zhukova OV, Zvartau NE, et al. Assessment of the clinical efficacy of telemonitoring and distant counseling in patients with uncontrolled hypertension. Terapevticheskii Arkhiv (Ter. Arkh.). 2020;92(1):49-55 (In Russ.)]. doi: 10.26442/00403660.2020.01.000481
  14. Boriani G. How do cardiologists face health economics and health technology assessments? Eur Heart J. 2012;33:2757-8. doi: 10.1093/eurheartj/ehs329
  15. STRIDE BP Scientific Advisory Board. Validated Devices For Home Blood Pressure Monitoring 2019. Available at: https://www.stridebp.org/ bp-monitors/37-pdfs/734-home?format=pdf&tmpl=component&box= home
  16. Williams B, Mancia G, Spiering W, et al.; ESC Scientific Document Group. 2018 ESC/ESH Guidelines for the management of arterial hypertension. Eur Heart J. 2018;39(33):3021-104. doi: 10.1093/eurheartj/ehy339
  17. Ионов М.В., Звартау Н.Э., Дубинина Е.А. и др. Болезнь-специфичный опросник по исходам, сообщаемым пациентами с артериальной гипертензией. Часть III: валидация, оценка надежности и чувствительности. Рос. кардиолог. журн. 2020;25(3):3438 [Ionov MV, Zvartau NE, Dubinina EA, et al. Hypertension specific patient-reported outcome measure. Part III: validation, responsiveness and reliability assessment. Russ J Cardiol. 2020;25(3):3438 (In Russ.)]. doi: 10.15829/1560-4071-2019-3438
  18. D’Agostino RB, Vasan RS, Pencina MJ, et al. General cardiovascular risk profile for use in primary care: the Framingham Heart Study. Circulation. 2008;117:743-53. doi: 10.1161/CIRCULATIONAHA.107.699579
  19. Steg PG, Bhatt DL, Wilson PWF, et al.; REACH Registry Investigators. One-Year Cardiovascular Event Rates in Outpatients With Atherothrombosis. JAMA. 2007;297:1197-206. doi: 10.1001/jama.297.11.1197
  20. Жукова О.В., Кононова С.В., Конышкина Т.М., Федосеев В.Б. Клиническое и экономическое обоснование своевременного выявления и лечения атипичных инфекций при остром обструктивном бронхите с использованием методов математического моделирования. Фармакоэкономика. Современная фармакоэкономика и фармакоэпидемиология. 2012;5:19-24 [Zhukova OV, Kononova SV, Konyshkina TM, Fedoseev VB. Clinical and economic feasibility of early detection and treatment atypical infections in acute obstructive bronchitis using the methods of mathematical modeling. Farmakoekonomika. Modern Pharmacoeconomic and Pharmacoepidemiology. 2012;5:19-24 (In Russ.)].
  21. Victor RG, Lynch K, Li N, et al. A Cluster-Randomized Trial of Blood-Pressure Reduction in Black Barbershops. N Engl J Med. 2018;378:1291-301. doi: 10.1056/NEJMoa1717250
  22. Schwalm J-D, McCready T, Lopez-Jaramillo P, et al. A community-based comprehensive intervention to reduce cardiovascular risk in hypertension (HOPE 4): a cluster-randomised controlled trial. Lancet. 2019;394:1231-42. doi: 10.1016/S0140-6736(19)31949-X
  23. Ntineri A, Kalogeropoulos PG, Kyriakoulis KG, et al. Prognostic value of average home blood pressure and variability: 19-year follow-up of the Didima study. J Hypertens. 2018;36:69-76. doi: 10.1097/HJH.0000000000001497
  24. Ионов М.В., Звартау Н.Э., Емельянов И.В., Конради А.О. Телемедицинское наблюдение и консультирование пациентов с артериальной гипертензией. Старые проблемы – новые возможности. Артериальная гипертензия. 2019;25(4):337-56 [Ionov MV, Zvartau NE, Emelyanov IV, Konradi AO. Telemonitoring and remote counseling in hypertensive patients. Looking for new ways to do old jobs. Arterial Hypertension. 2019;25(4):337-56. (In Russ.)]. doi: 10.18705/1607-419X-2019-25-4-337-356
  25. Stoddart A, Hanley J, Wild S, et al. Telemonitoring-based service redesign for the management of uncontrolled hypertension (HITS): cost and cost-effectiveness analysis of a randomized controlled trial. BMJ Open. 2013;3. doi: 10.1136/bmjopen-2013-002681
  26. Madsen LB, Christiansen T, Kirkegaard P, Pedersen EB. Economic evaluation of home blood pressure telemonitoring: a randomized controlled trial. Blood Press. 2011;20:117-25. doi: 10.3109/08037051.2010.532306
  27. Bondmass M, Bolger N, Castro G, Avitall B. The Effect of Home Monitoring and Telemanagement on Blood Pressure Control Among African Americans. Telemedicine J. 2000;6:15-23. doi: 10.1089/107830200311815.
  28. Rogers MA, Small D, Buchan DA, et al. Home monitoring service improves mean arterial pressure in patients with essential hypertension. A randomized, controlled trial. Ann Intern Med. 2001;134:1024-32. doi: 10.7326/0003-4819-134-11-200106050-00008
  29. Omboni S, Gazzola T, Carabelli G, Parati G. Clinical usefulness and cost effectiveness of home blood pressure telemonitoring: meta-analysis of randomized controlled studies. J Hypertens. 2013;31:455-68. doi: 10.1097/HJH.0b013e32835ca8dd
  30. Олейников В.Э., Чижова О.В., Джазовская И.Н. и др. Экономическое обоснование применения автоматической системы дистанционного мониторинга артериального давления. Здравоохранение Российской Федерации. 2019;63(1):14-21 [Oleynikov VE, Chizhova OV, Dzhazovskaya IN, et al. Economic justification of the application of the automatic remote blood pressure monitoring. Public Health of the Russian Federation. 2019;63(1):14-21 (In Russ.)]. doi: 10.18821/0044-197X-2019-63-1-14-21
  31. Куликов А.Ю., Нгуен Т.Т., Тихомирова А.В. Методология моделирования в фармакоэкономике. Фармакоэкономика. Современная фармакоэкономика и фармакоэпидемиология. 2011;4:8-16 [Kulikov AYu, Nguyen TT, Tikhomirova AV. Modeling methodology in pharmacoeconomics. Farmakoekonomika. Modern Pharmacoeconomic and Pharmacoepidemiology. 2011;4:8-16 (In Russ.)].
  32. Ягудина Р.И., Сороковиков И.В. Методология проведения анализа «Затраты-полезность» при проведении фармакоэкономических исследований. Фармакоэкономика. Современная фармакоэкономика и фармакоэпидемиология. 2012;5(2):9-12 [Yagudina RI, Sorokovikov IV. Methodology of cost-utility analysis in pharmacoeconomic studies. Farmakoekonomika. Modern Pharmacoeconomic and Pharmacoepidemiology. 2012;5(2):9-12 (In Russ.)].
  33. Мусина Н.З., Федяева В.К. Методы расчета QALY как интегрального показателя эффективности в процессе комплексной оценки лекарственных препаратов. Фармакоэкономика. Современная фармакоэкономика и фармакоэпидемиология. 2017;10(1):66-71 [Musina NZ, Fedyaeva VK. The use of QALY as an integral measure of effectiveness in the evaluation of medical technologies. Farmakoekonomika. Modern Pharmacoeconomic and Pharmacoepidemiology. 2017;10(1):66-71 (In Russ.)].
  34. Максимчук-Колобова Н.С., Тарловская Е.И., Мальчикова С.В. Экономическая оценка эффективности комбинированной терапии артериальной гипертензии с помощью марковского моделирования. Рациональная фармакотерапия в кардиологии. 2013;9(3):251-7 [Maksimchuk-Kolobova NS, Tarlovskaya EI, Malchikova SV. Economic evaluation of combined therapy of arterial hypertension by markov’s modeling. Rational Pharmacotherapy in Cardiology. 2013;9(3):251-7 (In Russ.)].
  35. Концевая А.В., Суворова Е.И., Худяков М.Б. Экономическая эффективность ренальной денервации у пациентов с резистентной артериальной гипертонией: результаты марковского моделирования. Кардиология. 2014;1:41-8 [Kontsevaya AV, Suvorova EI, Khudyakov MB. Economic efficiency of renal denervation in patients with resistant hypertension: Results of markov modeling. Cardiology. 2014;1:41-8 (In Russ.)].
  36. Kaambwa B, Bryan S, Jowett S, et al. Telemonitoring and self-management in the control of hypertension (TASMINH2): a cost-effectiveness analysis. Eur J Prev Cardiol. 2014;21:1517-30. doi: 10.1177/2047487313501886
  37. Monahan M, Jowett S, Nickless A, et al. Cost-Effectiveness of Telemonitoring and Self-Monitoring of Blood Pressure for Antihypertensive Titration in Primary Care (TASMINH4). Hypertension. 2019;73:1231-9. doi: 10.1161/HYPERTENSIONAHA.118.12415
  38. Prieto L, Sacristán JA. Problems and solutions in calculating quality-adjusted life years (QALYs). Health and Quality of Life Outcomes. 2003;1:80. doi: 10.1186/1477-7525-1-80
  39. Dorenkamp M, Bonaventura K, Leber AW, et al. Potential lifetime cost-effectiveness of catheter-based renal sympathetic denervation in patients with resistant hypertension. Eur Heart J. 2013;34:451-61. doi: 10.1093/eurheartj/ehs355
  40. Ward S, Lloyd Jones M, Pandor A, et al. A systematic review and economic evaluation of statins for the prevention of coronary events. Health Technology Assessment. 2007;11. doi: 10.3310/hta11140
  41. Smith SM, Campbell JD. Cost-effectiveness of renin-guided treatment of hypertension. Am J Hypertens. 2013;26:1303-10. doi: 10.1093/ajh/hpt099
  42. Фомин ИВ. Хроническая сердечная недостаточность в Российской Федерации: что сегодня мы знаем и что должны делать. Рос. кардиол. журн. 2016;(8):7-13 [Fomin IV. Chronic heart failure in Russian Federation: what do we know and what to do. Rus J Cardiol. 2016;(8):7-13 (In Russ.)]. doi: 10.15829/1560-4071-2016-8-7-13
  43. Эрлих АД. 12-месячные исходы у пациентов с острым коронарным синдромом, включенных в российский регистр «РЕКОРД-3». Рос. кардиол. журн. 2018;3:23-30 [Erlikh AD. Twelve months outcomes in patients with acute coronary syndrome, by the national registry RECORD-3. Rus J Cardiol. 2018;3:23-30 (In Russ.)]. doi: 10.15829/1560-4071-2018-3-23-30
  44. Bates BE, Xie D, Kwong PL, et al. One-year all-cause mortality after stroke: a prediction model. PM R. 2014;6:473-83. doi: 10.1016/j.pmrj.2013.11.006
  45. Производственный календарь 2018. Консультант Плюс [Occupational Calendar 2018. ConsultantPlus (In Russ.)]. Available at: http://www.consultant.ru/law/ref/calendar/proizvodstvennye/2018/
  46. Об оценке индекса потребительских цен (декабрь 2018 года) [On the assessment of the consumer price index (December 2018) (In Russ.)]. Available at: https://www.gks.ru/bgd/free/B04_03/ IssWWW.exe/Stg/d01/258.htm
  47. Генеральное тарифное соглашение на 2018 год. ТФОМС Санкт-Петербурга; для медицинских организаций [General tariff arrangement. Compulsory Medical Insurance Fund. Saint-Petersburg; for healthcare organizations (In Russ.)]. Available at: https://spboms.ru/page/mo
  48. de Oliveira Dantas RC, da Silva JPT, de Oliveira Dantas DC, Roncalli ÂG. Factors associated with hospital admissions due to hypertension. Einstein (Sao Paulo). 2018;16(3). doi: 10.1590/S1679-45082018AO4283
  49. Марцевич С.Ю., Кутишенко Н.П., Лукьянов М.М. и др. Госпитальный регистр больных, перенесших острое нарушение мозгового кровообращения (РЕГИОН): портрет заболевшего и исходы стационарного этапа лечения. Кардиоваскулярная терапия и профилактика. 2018;17(6):32-8 [Martsevich SY, Kutishenko NP, Lukyanov MM, et al. Hospital register of patients with acute cerebrovascular accident (REGION): characteristics of patient and outcomes of hospital treatment. Cardiovascular Therapy and Prevention. 2018;17(6):32-8 (In Russ.)]. doi: 10.15829/1728-8800-2018-6-32-38
  50. Эрлих А.Д., Грацианский Н.А. Российский регистр острого коронарного синдрома «РЕКОРД-3». Характеристика пациентов и лечение до выписки из стационара. Кардиология. 2016;56:16-24 [Erlikh AD, Gratsiansky NA. Registry of Acute Coronary Syndromes «RECORD-3». Characteristics of Patients and Treatment During Initial Hospitalization. Cardiology. 2016;56:16-24 (In Russ.)]. doi: 10.18565/cardio.2016.4.16-24
  51. Мареев В.Ю., Фомин И.В., Агеев Ф.Т. и др. Клинические рекомендации ОССН-РКО-РНМОТ. Сердечная недостаточность: хроническая (ХСН) и острая декомпенсированная (ОДСН). Диагностика, профилактика и лечение. Кардиология. 2018;58(6S):8-158 [Mare- ev VY, Fomin IV, Ageev FT, et al. Russian Heart Failure Society, Russian Society of Cardiology. Russian Scientific Medical Society of Internal Medicine Guidelines for Heart failure: chronic (CHF) and acute decompensated (ADHF). Diagnosis, prevention and treatment. Cardiology. 2018;58(6S):8-158 (In Russ.)]. doi: 10.18087/cardio.2475
  52. Государственный реестр лекарственных средств [State Register of Medicinal Remedies (In Russ.)]. Available at: http://grls.rosminzdrav.ru/GRLS.aspx

Supplementary files

Supplementary Files
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2. Fig. 1. Markov model of the transition of states associated with AG, in the case of using TMDK. An identical model was built for a cohort of patients in the control group (the differences concern only the probabilities of transition between states).

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3. Fig. 2. Results of a deterministic univariate analysis of the sensitivity of changes in the cost of hypertension therapy in a 10-year perspective (variable parameter - the cost of TMDK per patient per year, rubles); Tornado diagram.

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