Quality Measurement and Improvement Study of Surgical Coronary Revascularization: Medication Adherence (MISSION-2)

Chong-Yang Liu, Jun-Zhe Du, Chen-Fei Rao, Heng Zhang, Han-Ning Liu, Yan Zhao, Li-Meng Yang, Xi Li, Jing Li, Jue Wang, Hui-Shan Wang, Zhi-Gang Liu, Zhao-Yun Cheng, Zhe Zheng, Chong-Yang Liu, Jun-Zhe Du, Chen-Fei Rao, Heng Zhang, Han-Ning Liu, Yan Zhao, Li-Meng Yang, Xi Li, Jing Li, Jue Wang, Hui-Shan Wang, Zhi-Gang Liu, Zhao-Yun Cheng, Zhe Zheng

Abstract

Background: Secondary preventive therapies play a key role in the prevention of adverse outcomes after coronary artery bypass grafting (CABG). However, medication adherence after CABG is often poor, and conventional interventions for improving adherence have limited success. With increasing penetration of smartphones, health-related smartphone applications might provide an opportunity to improve adherence. Carefully designed trials are needed to provide reliable evidence for the use of these applications in patients after CABG.

Methods: The Measurement and Improvement Studies of Surgical Coronary Revascularization: Medication Adherence (MISSION-2) study is a multicenter randomized controlled trial, aiming to randomize 1000 CABG patients to the intervention or control groups in a 1:1 ratio. We developed the multifaceted, patient-centered, smartphone-based Heart Health Application to encourage medication adherence in the intervention group through a health self-management program initiated during hospital admission for CABG. The application integrated daily scheduled reminders to take the discharge medications, cardiac educational materials, a dynamic dashboard to review cardiovascular risk factors and secondary prevention targets, and weekly questionnaires with interactive feedback. The primary outcome was secondary preventive medication adherence measured by the Chinese version of the 8-item Morisky Medication Adherence Scale at 6 months after randomization. Secondary outcomes included all-cause death, cardiovascular rehospitalization, and a composite of death, myocardial infarction, stroke, and repeat revascularization.

Discussion: Findings will not only provide evidence regarding the feasibility and effectiveness of the described intervention for improving adherence to CABG secondary preventive therapies but also explore a model for outpatient health self-management that could be translated to various chronic diseases and widely disseminated across resource-limited settings.

Trial registration: https://ichgcp.net/clinical-trials-registry/NCT02432469" title="See in ClinicalTrials.gov">NCT02432469).

Keywords: Coronary Artery Bypass Grafting; Medication Adherence; Mobile Applications; Mobile Health; Secondary Prevention.

Conflict of interest statement

There are no conflicts of interest

Figures

Figure 1
Figure 1
Overview of MISSON-2 study. CABG: Coronary artery bypass grafting; MACCE: Major adverse cardiovascular and cerebrovascular events. MISSON-2: Measurement and Improvement Studies of Surgical Coronary Revascularization: Medication Adherence.
Figure 2
Figure 2
Smartphone application interface depicting the four modules. (a) Four modules in Healthy Heart Application home interface; (b) Medication reminder; (c) Cardiac education readings; (d) Risk factor control targets in personal data center; (e) Blood pressure and biochemistry test results in personal data center; (f) Personal information in personal data center; (g) Weekly questionnaire; (h) Personalized feedback on questionnaire.

References

    1. WHO. Fact Sheet Number 310. The Top 10 Causes of Death. [Last accessed on 22 Aug 20]. Available from: .
    1. Hillis LD, Smith PK, Anderson JL, Bittl JA, Bridges CR, Byrne JG, et al. 2011 ACCF/AHA guideline for coronary artery bypass graft surgery A report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines Developed in collaboration with the American Association for Thoracic Surgery, Society of Cardiovascular Anesthesiologists, and Society of Thoracic Surgeons. J Am Coll Cardiol. 2011;58:e123–210. doi: 10.1016/j.jacc.2011.08.009.
    1. Kulik A, Ruel M, Jneid H, Ferguson TB, Hiratzka LF, Ikonomidis JS, et al. Secondary prevention after coronary artery bypass graft surgery: A scientific statement from the American Heart Association. Circulation. 2015;131:927–64. doi: 10.1161/cir.0000000000000182.
    1. Alexander JH, Smith PK. Coronary-artery bypass grafting. N Engl J Med. 2016;374:1954–64. doi: 10.1056/NEJMra1406944.
    1. Liu JM, Ge L, Li J, Li X, Feng F, Zhang HB, et al. ACEI/ARB use among high risk patients with coronary heart disease in China: A cross-sectional study (In chinese) Chin J Cardiol. 2013;41:18–22. doi: 10.3760/cma.j.issn.0253-3758.2013.01.005.
    1. Li J, Chen YP, Li X, Armitage J, Feng F, Liu JM, et al. Use of secondary preventive medications in patients with atherosclerotic disease in urban China: A cross-sectional study of 16, 860 patients. Chin Med J. 2012;125:4361–7. doi: 10.3760/cma.j.issn.0366-6999.2012.24.008.
    1. Balasi LR, Paryad E, Booraki SH, Leili EK, Sadeghi Meibodi AM, Sheikhani NN. Medication adherence after CABG and its related to medication belief. Biomed Pharmacol J. 2015;8:603–10. doi: 10.13005/bpj/804.
    1. Barry AR, Koshman SL, Norris CM, Ross DB, Pearson GJ. Evaluation of preventive cardiovascular pharmacotherapy after coronary artery bypass graft surgery. Pharmacotherapy. 2014;34:464–72. doi: 10.1002/phar.1380.
    1. Thomas RJ, Goel K, Jumean M, Mullany C, Lahr B, Gibbons R, et al. Short- and long-term impact of an inpatient quality improvement initiative: Results of the CABG-GAP practice improvement project. J Cardiopulm Rehabil Prev. 2013;33:212–9. doi: 10.1097/HCR.0b013e3182930cd0.
    1. Khanderia U, Townsend KA, Erickson SR, Vlasnik J, Prager RL, Eagle KA, et al. Medication adherence following coronary artery bypass graft surgery: Assessment of beliefs and attitudes. Ann Pharmacother. 2008;42:192–9. doi: 10.1345/aph.1K497.
    1. Goyal A, Alexander JH, Hafley GE, Graham SH, Mehta RH, Mack MJ, et al. Outcomes associated with the use of secondary prevention medications after coronary artery bypass graft surgery. Ann Thorac Surg. 2007;83:993–1001. doi: 10.1016/j.athoracsur.2006.10.046.
    1. Okrainec K, Pilote L, Platt R, Eisenberg MJ. Use of cardiovascular medical therapy among patients undergoing coronary artery bypass graft surgery: Results from the ROSETTA-CABG registry. Can J Cardiol. 2006;22:841–7. doi: 10.1016/S0828-282X(06)70302-6.
    1. Iihara N, Tsukamoto T, Morita S, Miyoshi C, Takabatake K, Kurosaki Y, et al. Beliefs of chronically ill Japanese patients that lead to intentional non-adherence to medication. J Clin Pharm Ther. 2004;29:417–24. doi: 10.1111/j.1365-2710.2004.00580.x.
    1. Dayer L, Heldenbrand S, Anderson P, Gubbins PO, Martin BC. Smartphone medication adherence apps: Potential benefits to patients and providers. J Am Pharm Assoc (2003) 2013;53:172–81. doi: 10.1331/JAPhA.2013.12202.
    1. Patterson SM, Cadogan CA, Kerse N, Cardwell CR, Bradley MC, Ryan C, et al. Interventions to improve the appropriate use of polypharmacy for older people. Cochrane Database Syst Rev. 2014;10:CD008165. doi: 10.1002/14651858.pub3.
    1. Osterberg L, Blaschke T. Adherence to medication. N Engl J Med. 2005;353:487–97. doi: 10.1056/NEJMra050100.
    1. Rolnick SJ, Asche S, Pawloski PA, Bruzek RJ, Hedblom B. Barriers to and facilitators of medication adherence. Am J Pharm Benefits. 2013;5:157. doi: 10.3121/cmr.2011.1020.ps2-32.
    1. Harbig P, Barat I, Damsgaard EM. Suitability of an electronic reminder device for measuring drug adherence in elderly patients with complex medication. J Telemed Telecare. 2012;18:352–6. doi: 10.1258/jtt.2012.120120.
    1. Mahtani KR, Heneghan CJ, Glasziou PP, Perera R. Reminder packaging for improving adherence to self-administered long-term medications. Cochrane Database Syst Rev. 2011;9:CD005025. doi: 10.1002/14651858.pub3.
    1. van Driel ML, Morledge MD, Ulep R, Shaffer JP, Davies P, Deichmann R, et al. Interventions to improve adherence to lipid-lowering medication. Cochrane Database Syst Rev. 2016;12:CD004371. doi: 10.1002/14651858.pub4.
    1. Claxton AJ, Cramer J, Pierce C. A systematic review of the associations between dose regimens and medication compliance. Clin Ther. 2001;23:1296–310. doi: 10.1016/S0149-2918(01)80109-0.
    1. Chapman S. Looking at medication adherence: An evidence review. Br J Community Nurs. 2017;22:485–7. doi: 10.12968/bjcn.2017.22.10.485.
    1. Neubeck L, Redfern J, Fernandez R, Briffa T, Bauman A, Freedman SB, et al. Telehealth interventions for the secondary prevention of coronary heart disease: A systematic review. Eur J Cardiovasc Prev Rehabil. 2009;16:281–9. doi: 10.1097/HJR.0b013e32832a4e7a.
    1. Fischer MA, Choudhry NK, Bykov K, Brill G, Bopp G, Wurst AM, et al. Pharmacy-based interventions to reduce primary medication nonadherence to cardiovascular medications. Med Care. 2014;52:1050–4. doi: 10.1097/MLR.0000000000000247.
    1. Vollmer WM, Owen-Smith AA, Tom JO, Laws R, Ditmer DG, Smith DH, et al. Improving adherence to cardiovascular disease medications with information technology. Am J Manag Care. 2014;20:SP502–10.
    1. Haynes RB, McDonald H, Garg AX, Montague P. Interventions for helping patients to follow prescriptions for medications. Cochrane Database Syst Rev. 2002;2:CD000011. doi: 10.1002/14651858.
    1. Haynes RB, Ackloo E, Sahota N, McDonald HP, Yao X. Interventions for enhancing medication adherence. Cochrane Database Syst Rev. 2008;5:CD000011. doi: 10.1002/14651858.pub3.
    1. Nieuwlaat R, Wilczynski N, Navarro T, Hobson N, Jeffery R, Keepanasseril A, et al. Interventions for enhancing medication adherence. Cochrane Database Syst Rev. 2014;11:CD000011. doi: 10.1002/14651858.pub4.
    1. Yudi MB, Clark DJ, Tsang D, Jelinek M, Kalten K, Joshi S, et al. SMARTphone-based, early cardiac REHABilitation in patients with acute coronary syndromes [SMART-REHAB trial]: A randomized controlled trial protocol. BMC Cardiovasc Disord. 2016;16:170. doi: 10.1186/s12872-016-0356-6.
    1. Pew Research Center's Internet & American Life Project. Mobile Technology Fact Sheet. [Last accessed on 2017 Aug 22]. Available from: .
    1. Fierce Wireless. Worldwide Smartphone Usage to Grow 25% in 2014. [Last accessed on 2017 Aug 22]. Available from: .
    1. Krousel-Wood M, Reckelhoff J, Muntner P. Exploring demographic health differences – A foundation for addressing health disparities in cardiovascular disease. Am J Med Sci. 2014;348:89–91. doi: 10.1097/maj.0000000000000316.
    1. Karlamangla AS, Merkin SS, Crimmins EM, Seeman TE. Socioeconomic and ethnic disparities in cardiovascular risk in the United States, 2001-2006. Ann Epidemiol. 2010;20:617–28. doi: 10.1016/j.annepidem.2010.05.003.
    1. Neubeck L, Lowres N, Benjamin EJ, Freedman SB, Coorey G, Redfern J, et al. The mobile revolution – Using smartphone apps to prevent cardiovascular disease. Nat Rev Cardiol. 2015;12:350–60. doi: 10.1038/nrcardio.2015.34.
    1. IMS Institute for Healthcare Informatics. Patient Apps for Improved Healthcare: From Novelty to Mainstream. [Last accessed on 2017 Aug 22]. Available from: .
    1. Dubey D, Amritphale A, Sawhney A, Amritphale N, Dubey P, Pandey A, et al. Smart phone applications as a source of information on stroke. J Stroke. 2014;16:86–90. doi: 10.5853/jos.2014.16.2.86. Epub 2014 May 30.
    1. de la Vega R, Miró J. MHealth: A strategic field without a solid scientific soul. A systematic review of pain-related apps. PLoS One. 2014;9:e101312. doi: 10.1371/journal.pone.0101312.
    1. Buijink AW, Visser BJ, Marshall L. Medical apps for smartphones: Lack of evidence undermines quality and safety. Evid Based Med. 2013;18:90–2. doi: 10.1136/eb-2012-100885.
    1. Breton ER, Fuemmeler BF, Abroms LC. Weight loss-there is an app for that! But does it adhere to evidence-informed practices? Transl Behav Med. 2011;1:523–9. doi: 10.1007/s13142-011-0076-5.
    1. Abroms LC, Padmanabhan N, Thaweethai L, Phillips T. IPhone apps for smoking cessation: A content analysis. Am J Prev Med. 2011;40:279–85. doi: 10.1016/j.amepre.2010.10.032.
    1. Varnfield M, Karunanithi M, Lee CK, Honeyman E, Arnold D, Ding H, et al. Smartphone-based home care model improved use of cardiac rehabilitation in postmyocardial infarction patients: Results from a randomised controlled trial. Heart. 2014;100:1770–9. doi: 10.1136/heartjnl-2014-305783.
    1. Blasco A, Carmona M, Fernández-Lozano I, Salvador CH, Pascual M, Sagredo PG, et al. Evaluation of a telemedicine service for the secondary prevention of coronary artery disease. J Cardiopulm Rehabil Prev. 2012;32:25–31. doi: 10.1097/HCR.0b013e3182343aa7.
    1. Worringham C, Rojek A, Stewart I. Development and feasibility of a smartphone, ECG and GPS based system for remotely monitoring exercise in cardiac rehabilitation. PLoS One. 2011;6:e14669. doi: 10.1371/journal.pone.0014669.
    1. Korzeniowska-Kubacka I, Dobraszkiewicz-Wasilewska B, Bilińska M, Rydzewska E, Piotrowicz R. Two models of early cardiac rehabilitation in male patients after myocardial infarction with preserved left ventricular function: Comparison of standard out-patient versus hybrid training programmes. Kardiol Pol. 2011;69:220–6.
    1. Tian M, Ajay VS, Dunzhu D, Hameed SS, Li X, Liu Z, et al. A cluster-randomized, controlled trial of a simplified multifaceted management program for individuals at high cardiovascular risk (SimCard trial) in rural Tibet, China, and Haryana, India. Circulation. 2015;132:815–24. doi: 10.1161/CIRCULATIONAHA.115.015373.
    1. Gandapur Y, Kianoush S, Kelli HM, Misra S, Urrea B, Blaha MJ, et al. The role of mHealth for improving medication adherence in patients with cardiovascular disease: A systematic review. Eur Heart J Qual Care Clin Outcomes. 2016;2:237–44. doi: 10.1093/ehjqcco/qcw018.
    1. Rao C, Du J, Li X, Li J, Zhang H, Zhao Y, et al. Rationale and design of a randomized cluster trial to improve guideline-adherence of secondary preventive drugs prescription after coronary artery bypass grafting in China: Measurement and improvement studies of surgical coronary revascularization: Secondary prevention (MISSION-1) study. Am Heart J. 2016;178:9–18. doi: 10.1016/j.ahj.2016.01.014.
    1. Yan J, You LM, Yang Q, Liu B, Jin S, Zhou J, et al. Translation and validation of a Chinese version of the 8-item morisky medication adherence scale in myocardial infarction patients. J Eval Clin Pract. 2014;20:311–7. doi: 10.1111/jep.12125.
    1. Eysenbach G Consort-Ehealth Group. CONSORT-EHEALTH: Improving and standardizing evaluation reports of web-based and mobile health interventions. J Med Internet Res. 2011;13:e126. doi: 10.2196/jmir.1923.
    1. Chan AW, Tetzlaff JM, Altman DG, Laupacis A, Gøtzsche PC, Krleža-Jerić K, et al. SPIRIT 2013 statement: Defining standard protocol items for clinical trials. Ann Intern Med. 2013;158:200–7. doi: 10.7326/0003-4819-158-3-201302050-00583.
    1. Chan AW, Tetzlaff JM, Gøtzsche PC, Altman DG, Mann H, Berlin JA, et al. SPIRIT 2013 explanation and elaboration: Guidance for protocols of clinical trials. BMJ. 2013;346:e7586. doi: 10.1136/bmj.
    1. Chan AW, Tetzlaff JM, Altman DG, Dickersin K, Moher D. SPIRIT 2013: New guidance for content of clinical trial protocols. Lancet. 2013;381:91–2. doi: 10.1016/S0140-6736(12)62160-6.
    1. Rao C, Zhang H, Gao H, Zhao Y, Yuan X, Hua K, et al. The Chinese cardiac surgery registry: Design and data audit. Ann Thorac Surg. 2016;101:1514–20. doi: 10.1016/j.athoracsur.2015.09.038.
    1. McCurdie T, Taneva S, Casselman M, Yeung M, McDaniel C, Ho W, et al. MHealth consumer apps: The case for user-centered design. Biomed Instrum Technol. 2012;Suppl:49–56. doi: 10.2345/0899-8205-46.s2.49.
    1. Winter SJ, Sheats JL, King AC. The use of behavior change techniques and theory in technologies for cardiovascular disease prevention and treatment in adults: A comprehensive review. Prog Cardiovasc Dis. 2016;58:605–12. doi: 10.1016/j.pcad.2016.02.005.
    1. Han JY. Transaction logfile analysis in health communication research: Challenges and opportunities. Patient Educ Couns. 2011;82:307–12. doi: 10.1016/j.pec.2010.12.018.
    1. Zhang H, Yuan X, Osnabrugge RL, Meng D, Gao H, Zhang S, et al. Influence of diabetes mellitus on long-term clinical and economic outcomes after coronary artery bypass grafting. Ann Thorac Surg. 2014;97:2073–9. doi: 10.1016/j.athoracsur.2014.02.047.
    1. Li Y, Zheng Z, Hu S Chinese Coronary Artery Bypass Grafting Registry Study. The Chinese coronary artery bypass grafting registry study: Analysis of the national multicentre database of 9248 patients. Heart. 2009;95:1140–4. doi: 10.1136/hrt.2008.146563.
    1. Tomaszewski M, White C, Patel P, Masca N, Damani R, Hepworth J, et al. High rates of non-adherence to antihypertensive treatment revealed by high-performance liquid chromatography-tandem mass spectrometry (HP LC-MS/MS) urine analysis. Heart. 2014;100:855–61. doi: 10.1136/heartjnl-2013-305063.
    1. Baroletti S, Dell'Orfano H. Medication adherence in cardiovascular disease. Circulation. 2010;121:1455–8. doi: 10.1161/CIRCULATIONAHA.109.904003.
    1. Newby LK, LaPointe NM, Chen AY, Kramer JM, Hammill BG, DeLong ER, et al. Long-term adherence to evidence-based secondary prevention therapies in coronary artery disease. Circulation. 2006;113:203–12. doi: 10.1161/CIRCULATIONAHA.105.505636.
    1. Zhang H, Yuan X, Zhang H, Chen S, Zhao Y, Hua K, et al. Efficacy of long-term β-blocker therapy for secondary prevention of long-term outcomes after coronary artery bypass grafting surgery. Circulation. 2015;131:2194–201. doi: 10.1161/circulationaha.114.014209.
    1. Iqbal J, Zhang YJ, Holmes DR, Morice MC, Mack MJ, Kappetein AP, et al. Optimal medical therapy improves clinical outcomes in patients undergoing revascularization with percutaneous coronary intervention or coronary artery bypass grafting: Insights from the synergy between percutaneous coronary intervention with TAXUS and cardiac surgery (SYNTAX) trial at the 5-year follow-up. Circulation. 2015;131:1269–77. doi: 10.1161/CIRCULATIONAHA.114.013042.
    1. Mangano DT Multicenter Study of Perioperative Ischemia Research Group. Aspirin and mortality from coronary bypass surgery. N Engl J Med. 2002;347:1309–17. doi: 10.1056/NEJMoa020798.
    1. Heart Outcomes Prevention Evaluation Study Investigators. Yusuf S, Sleight P, Pogue J, Bosch J, Davies R, et al. Effects of an angiotensin-converting-enzyme inhibitor, ramipril, on cardiovascular events in high-risk patients. N Engl J Med. 2000;342:145–53. doi: 10.1056/NEJM200001203420301.
    1. Campeau L, Knatterud GL, Domanski M, Hunninghake DB, White CW, Geller NL, et al. The effect of aggressive lowering of low-density lipoprotein cholesterol levels and low-dose anticoagulation on obstructive changes in saphenous-vein coronary-artery bypass grafts. N Engl J Med. 1997;336:153–62. doi: 10.1056/NEJM199701163360301.
    1. Bastawrous A, Armstrong MJ. Mobile health use in low- and high-income countries: An overview of the peer-reviewed literature. J R Soc Med. 2013;106:130–42. doi: 10.1177/0141076812472620.
    1. WHO. Noncommunicable Diseases and Mental Health. Global Status Report on Noncommunicable Diseases. 2010. [Last accessed on 22 Aug 20]. Available from:
    1. Olah TV, McLoughlin DA, Gilbert JD. The simultaneous determination of mixtures of drug candidates by liquid chromatography/atmospheric pressure chemical ionization mass spectrometry as an in vivo drug screening procedure. Rapid Commun Mass Spectrom. 1997;11:17–23. doi: 10.1002/(SICI)1097-0231(19970115) 11:1<17::AID-RCM812>;2-N.
    1. Daleboudt GM, Broadbent E, McQueen F, Kaptein AA. Intentional and unintentional treatment nonadherence in patients with systemic lupus erythematosus. Arthritis Care Res (Hoboken) 2011;63:342–50. doi: 10.1002/acr.20411.
    1. Lehane E, McCarthy G. Intentional and unintentional medication non-adherence: A comprehensive framework for clinical research and practice? A discussion paper. Int J Nurs Stud. 2007;44:1468–77. doi: 10.1016/j.ijnurstu.2006.07.010.
    1. Wroe AL. Intentional and unintentional nonadherence: A study of decision making. J Behav Med. 2002;25:355–72. doi: 10.1023/A: 1015866415552.

Source: PubMed

3
Abonner