Abstract
BACKGROUND
Cardiovascular disease accounts for substantial mortality and healthcare costs worldwide. Numerous interventions exist for primary prevention but lack head-to-head comparisons on long-term impacts.
OBJECTIVE
To determine the comparative effectiveness of interventions for primary cardiovascular disease prevention through network meta-analysis of randomised trials.
DATA SOURCES
MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, conference abstracts and trial registries from inception to March 2021.
REVIEW METHODS
Randomised controlled trials of pharmacologic therapies, nutritional supplements, lifestyle changes, behavioural approaches and health policies with at least 6 months' follow-up were included. Pairwise and network meta-analyses were conducted for all-cause mortality, cardiovascular disease events, coronary heart disease and cardiovascular disease mortality.
RESULTS
Data from 139 randomised trials, including 1,053,772 participants, proved suitable for quantitative synthesis. Blood pressure-lowering medications (risk ratio 0.82, 95% confidence interval 0.71 to 0.94), tight blood pressure control (risk ratio 0.66, 95% confidence interval 0.46 to 0.96), statins (risk ratio 0.81, 95% confidence interval 0.71 to 0.91) and multifactorial lifestyle interventions (risk ratio 0.75, 95% confidence interval 0.61 to 0.92) reduced composite cardiovascular events and mortality.
LIMITATIONS
Residual confounding may exist. Few direct head-to-head comparisons limited differentiation between some specific modalities.
CONCLUSIONS
We found evidence that blood pressure treatments, intense blood pressure targets, statins when appropriate and multifactorial lifestyle changes are the most effective strategies for primary prevention of cardiovascular disease, with unclear effects from other interventions. These findings can inform clinical guidelines and health policies prioritising interventions.
FUNDING
This research article presents independent research funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme as award number 17/148/05.
Plain language summary
Heart disease is a leading cause of death worldwide, and preventing it is a major health priority. Our study aimed to compare different ways to prevent heart disease, such as medicines, diet supplements, lifestyle changes and health policies, by looking at a large number of clinical trials. We searched through medical databases up to March 2021 to find studies that tested these prevention methods. We specifically looked for studies that followed participants for at least 6 months to see how well these methods worked in preventing death from heart disease or heart disease events like heart attacks. Our review included data from 139 studies involving over one million people. We found that taking medication to lower blood pressure, aiming for lower blood pressure targets, using statins (a type of cholesterol-lowering medication) and making several lifestyle changes at once (like eating healthier, exercising more and quitting smoking) were the most effective ways to prevent heart disease and reduce the risk of dying from it. However, it was hard to tell exactly how some specific methods compared directly to each other because there were not many studies directly comparing them. Also, there’s always a chance that other factors we didn’t account for could affect our results. In conclusion, our research supports the use of blood pressure management, statins and comprehensive lifestyle changes as key strategies for preventing heart disease. This information could help doctors and policy-makers decide which prevention methods to recommend or support.
Full text of this article can be found in Bookshelf.
References
- Mensah GA, Roth GA, Fuster V. The global burden of cardiovascular diseases and risk factors: 2020 and beyond. J Am Coll Cardiol 2019;74:2529–32. https://doi.org/10.1016/j.jacc.2019.10.009 doi: 10.1016/j.jacc.2019.10.009. [DOI] [PubMed]
- Joseph P, Leong D, McKee M, Anand SS, Schwalm JD, Teo K, et al. Reducing the global burden of cardiovascular disease, part 1: the epidemiology and risk factors. Circ Res 2017;121:677–94. https://doi.org/10.1161/CIRCRESAHA.117.308903 doi: 10.1161/CIRCRESAHA.117.308903. [DOI] [PubMed]
- Piepoli MF, Hoes AW, Agewall S, Albus C, Brotons C, Catapano AL, et al. ESC Scientific Document Group. 2016 European Guidelines on cardiovascular disease prevention in clinical practice: The Sixth Joint Task Force of the European Society of Cardiology and Other Societies on Cardiovascular Disease Prevention in Clinical Practice (constituted by representatives of 10 societies and by invited experts)Developed with the special contribution of the European Association for Cardiovascular Prevention & Rehabilitation (EACPR). Eur Heart J 2016;37:2315–81. https://doi.org/10.1093/eurheartj/ehw106 doi: 10.1093/eurheartj/ehw106. [DOI] [PMC free article] [PubMed]
- Mozaffarian D, Benjamin EJ, Go AS, Arnett DK, Blaha MJ, et al. Executive summary: heart disease and stroke statistics – 2016 update: a report from the American Heart Association. Circulation 2016;133:447–54. https://doi.org/10.1161/CIR.0000000000000366 doi: 10.1161/CIR.0000000000000366. [DOI] [PubMed]
- Gellert C, Schöttker B, Brenner H. Smoking and all-cause mortality in older people: systematic review and meta-analysis. Arch Intern Med 2012;172:837–44. https://doi.org/10.1001/archinternmed.2012.1397 doi: 10.1001/archinternmed.2012.1397. [DOI] [PubMed]
- Turnbull F, Neal B, Ninomiya T, Algert C, Arima H, Barzi F, et al. Blood Pressure Lowering Treatment Trialists’ Collaboration. Effects of different regimens to lower blood pressure on major cardiovascular events in older and younger adults: meta-analysis of randomised trials. Br Med J 2008;336:1121–3. https://doi.org/10.1136/bmj.39548.738368.BE doi: 10.1136/bmj.39548.738368.BE. [DOI] [PMC free article] [PubMed]
- Estruch R, Ros E, Salas-Salvado J, Covas MI, Corella D, Aros F, et al. PREDIMED Study Investigators. Primary prevention of cardiovascular disease with a mediterranean diet supplemented with extra-virgin olive oil or nuts. N Engl J Med 2018;378:e34. https://doi.org/10.1056/NEJMoa1800389 doi: 10.1056/NEJMoa1800389. [DOI] [PubMed]
- Taylor F, Ward K, Moore TH, Burke M, Davey Smith G, Casas JP, et al. Statins for the primary prevention of cardiovascular disease. Cochrane Database Syst Rev 2011;1:CD004816. https://doi.org/10.1002/14651858.CD004816.pub4 doi: 10.1002/14651858.CD004816.pub4. [DOI] [PMC free article] [PubMed]
- Caldwell DM, Ades AE, Higgins JP. Simultaneous comparison of multiple treatments: combining direct and indirect evidence. Br Med J 2005;331:897–900. https://doi.org/10.1136/bmj.331.7521.897 doi: 10.1136/bmj.331.7521.897. [DOI] [PMC free article] [PubMed]
- Uthman OA, Al-Khudairy L, Nduka CU, Court R, Mistry H, Melendez-Torres GJ, et al. Determining optimal strategies for primary prevention of cardiovascular disease: systematic review, cost-effectiveness review and network meta-analysis protocol. Syst Rev 2020;9:105. https://doi.org/10.1186/s13643-020-01366-x doi: 10.1186/s13643-020-01366-x. [DOI] [PMC free article] [PubMed]
- Shamseer L, Moher D, Clarke M, Ghersi D, Liberati A, Petticrew M, et al.; PRISMA-P Group. Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation. Br Med J 2015;350:g7647. https://doi.org/10.1136/bmj.g7647 doi: 10.1136/bmj.g7647. [DOI] [PubMed]
- Hutton B, Salanti G, Caldwell DM, Chaimani A, Schmid CH, Cameron C, et al. The PRISMA extension statement for reporting of systematic reviews incorporating network meta-analyses of health care interventions: checklist and explanations. Ann Intern Med 2015;162:777–84. https://doi.org/10.7326/M14-2385 doi: 10.7326/M14-2385. [DOI] [PubMed]
- Robinson KA, Chou R, Berkman ND, Newberry SJ, Fu R, Hartling L, et al. Twelve recommendations for integrating existing systematic reviews into new reviews: EPC guidance. J Clin Epidemiol 2016;70:38–44. https://doi.org/10.1016/j.jclinepi.2015.05.035 doi: 10.1016/j.jclinepi.2015.05.035. [DOI] [PubMed]
- Robinson KA, Whitlock EP, Oneil ME, Anderson JK, Hartling L, Dryden DM, et al. Integration of existing systematic reviews into new reviews: identification of guidance needs. Syst Rev 2014;3:60. https://doi.org/10.1186/2046-4053-3-60 doi: 10.1186/2046-4053-3-60. [DOI] [PMC free article] [PubMed]
- Claude Moore Health Science Library. How do I import references into Zotero, EndNote, or other citation management program from the Web, PDF, or a Word document? 2023. URL: https://guides.hsl.virginia.edu/faq-import-pdf-citations (accessed 8 December 2023).
- Citation Finder. 2023. URL: https://citation-finder.vercel.app/ (accessed 8 December 2023).
- Shea BJ, Reeves BC, Wells G, Thuku M, Hamel C, Moran J, et al. AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both. Br Med J 2017;358:j4008. https://doi.org/10.1136/bmj.j4008 doi: 10.1136/bmj.j4008. [DOI] [PMC free article] [PubMed]
- Uthman OA, Court R, Enderby J, Al-Khudairy L, Nduka C, Mistry H, et al. Increasing comprehensiveness and reducing workload in a systematic review of complex interventions using automated machine learning. Health Technol Assess 2022. https://doi.org/10.3310/UDIR6682 doi: 10.3310/UDIR6682. [DOI] [PMC free article] [PubMed]
- Higgins JPT, Deeks JJ, Altman DG. Special Topics in Statistics. In Cochrane Handbook for Systematic Reviews of Interventions. Wiley; 2008. pp. 481–529. https://doi.org/10.1002/9780470712184.ch16
- Higgins JP, Altman DG, Gotzsche PC, Juni P, Moher D, Oxman AD, et al.; Cochrane Bias Methods Group. The cochrane collaboration’s tool for assessing risk of bias in randomised trials. Br Med J 2011;343:d5928. https://doi.org/10.1136/bmj.d5928 doi: 10.1136/bmj.d5928. [DOI] [PMC free article] [PubMed]
- Lu G, Ades AE. Combination of direct and indirect evidence in mixed treatment comparisons. Stat Med 2004;23:3105–24. https://doi.org/10.1002/sim.1875 doi: 10.1002/sim.1875. [DOI] [PubMed]
- Owen RK, Tincello DG, Keith RA. Network meta-analysis: development of a three-level hierarchical modeling approach incorporating dose-related constraints. Value Health 2015;18:116–26. https://doi.org/10.1016/j.jval.2014.10.006 doi: 10.1016/j.jval.2014.10.006. [DOI] [PubMed]
- Rucker G, Schwarzer G. Ranking treatments in frequentist network meta-analysis works without resampling methods. BMC Med Res Methodol 2015;15:58. https://doi.org/10.1186/s12874-015-0060-8 doi: 10.1186/s12874-015-0060-8. [DOI] [PMC free article] [PubMed]
- Dias S, Sutton AJ, Welton NJ, Ades AE. Evidence synthesis for decision making 3: heterogeneity – subgroups, meta-regression, bias, and bias-adjustment. Med Decis Making 2013;33:618–40. https://doi.org/10.1177/0272989X13485157 doi: 10.1177/0272989X13485157. [DOI] [PMC free article] [PubMed]
- Ezzati M, Obermeyer Z, Tzoulaki I, Mayosi BM, Elliott P, Leon DA. Contributions of risk factors and medical care to cardiovascular mortality trends. Nat Rev Cardiol 2015;12:508–30. https://doi.org/10.1038/nrcardio.2015.82 doi: 10.1038/nrcardio.2015.82. [DOI] [PMC free article] [PubMed]
- Yusuf S, Joseph P, Rangarajan S, Islam S, Mente A, Hystad P, et al. Modifiable risk factors, cardiovascular disease, and mortality in 155 722 individuals from 21 high-income, middle-income, and low-income countries (PURE): a prospective cohort study. Lancet 2020;395:795–808. https://doi.org/10.1016/S0140-6736(19)32008-2 doi: 10.1016/S0140-6736(19)32008-2. [DOI] [PMC free article] [PubMed]
- Mills EJ, Wu P, Chong G, Ghement I, Singh S, Akl EA, et al. Efficacy and safety of statin treatment for cardiovascular disease: a network meta-analysis of 170,255 patients from 76 randomized trials. QJM 2011;104:109–24. https://doi.org/10.1093/qjmed/hcq165 doi: 10.1093/qjmed/hcq165. [DOI] [PubMed]
- Wang N, Woodward M, Huffman MD, Rodgers A. Compounding benefits of cholesterol-lowering therapy for the reduction of major cardiovascular events: systematic review and meta-analysis. Circ Cardiovasc Qual Outcomes 2022;15:e008552. https://doi.org/10.1161/circoutcomes.121.008552 doi: 10.1161/CIRCOUTCOMES.121.008552. [DOI] [PubMed]
- Wei J, Galaviz KI, Kowalski AJ, Magee MJ, Haw JS, Narayan KMV, Ali MK. Comparison of cardiovascular events among users of different classes of antihypertension medications: a systematic review and network meta-analysis. JAMA Netw Open 2020;3:e1921618. https://doi.org/10.1001/jamanetworkopen.2019.21618 doi: 10.1001/jamanetworkopen.2019.21618. [DOI] [PMC free article] [PubMed]
- Brunstrom M, Carlberg B. Effect of antihypertensive treatment at different blood pressure levels in patients with diabetes mellitus: systematic review and meta-analyses. Br Med J 2016;352:i717. https://doi.org/10.1136/bmj.i717 doi: 10.1136/bmj.i717. [DOI] [PMC free article] [PubMed]
- Ebrahim S, Taylor F, Ward K, Beswick A, Burke M, Davey Smith G. Multiple risk factor interventions for primary prevention of coronary heart disease. Cochrane Database Syst Rev 2011;1:CD001561. https://doi.org/10.1002/14651858.CD001561.pub3 doi: 10.1002/14651858.CD001561.pub3. [DOI] [PMC free article] [PubMed]
- Mahmoud AN, Gad MM, Elgendy AY, Elgendy IY, Bavry AA. Efficacy and safety of aspirin for primary prevention of cardiovascular events: a meta-analysis and trial sequential analysis of randomized controlled trials. Eur Heart J 2019;40:607–17. https://doi.org/10.1093/eurheartj/ehy813 doi: 10.1093/eurheartj/ehy813. [DOI] [PubMed]
- Zheng SL, Roddick AJ. Association of aspirin use for primary prevention with cardiovascular events and bleeding events: a systematic review and meta-analysis. JAMA 2019;321:277–87. https://doi.org/10.1001/jama.2018.20578 doi: 10.1001/jama.2018.20578. [DOI] [PMC free article] [PubMed]
- Sutcliffe P, Connock M, Gurung T, Freeman K, Johnson S, Ngianga-Bakwin K, et al. Aspirin in primary prevention of cardiovascular disease and cancer: a systematic review of the balance of evidence from reviews of randomized trials. PLOS ONE 2013;8:e81970. https://doi.org/10.1371/journal.pone.0081970 doi: 10.1371/journal.pone.0081970. [DOI] [PMC free article] [PubMed]
- Abdelhamid AS, Brown TJ, Brainard JS, Biswas P, Thorpe GC, Moore HJ, et al. Omega-3 fatty acids for the primary and secondary prevention of cardiovascular disease. Cochrane Database Syst Rev 2020;3:CD003177. https://doi.org/10.1002/14651858.CD003177.pub5 doi: 10.1002/14651858.CD003177.pub5. [DOI] [PMC free article] [PubMed]
- Clarke R, Halsey J, Lewington S, Lonn E, Armitage J, Manson JE, et al.; B-Vitamin Treatment Trialists' Collaboration. Effects of lowering homocysteine levels with B vitamins on cardiovascular disease, cancer, and cause-specific mortality: meta-analysis of 8 randomized trials involving 37 485 individuals. Arch Intern Med 2010;170:1622–31. https://doi.org/10.1001/archinternmed.2010.348 doi: 10.1001/archinternmed.2010.348. [DOI] [PubMed]
- Mills EJ, Thorlund K, Ioannidis JP. Demystifying trial networks and network meta-analysis. Br Med J 2013;346:f2914. https://doi.org/10.1136/bmj.f2914 doi: 10.1136/bmj.f2914. [DOI] [PubMed]
- Salanti G, Ades AE, Ioannidis JP. Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: an overview and tutorial. J Clin Epidemiol 2011;64:163–71. https://doi.org/10.1016/j.jclinepi.2010.03.016 doi: 10.1016/j.jclinepi.2010.03.016. [DOI] [PubMed]
- Basu S, Yudkin JS, Sussman JB, Millett C, Hayward RA. Alternative strategies to achieve cardiovascular mortality goals in China and India: a microsimulation of target- versus risk-based blood pressure treatment. Circulation 2016;133:840–8. https://doi.org/10.1161/CIRCULATIONAHA.115.019985 doi: 10.1161/CIRCULATIONAHA.115.019985. [DOI] [PMC free article] [PubMed]
- Singh GM, Danaei G, Farzadfar F, Stevens GA, Woodward M, Wormser D, et al.; Global Burden of Metabolic Risk Factors of Chronic Diseases Collaborating Group; Asia-Pacific Cohort Studies Collaboration (APCSC). The age-specific quantitative effects of metabolic risk factors on cardiovascular diseases and diabetes: a pooled analysis. PLOS ONE 2013;8:e65174. https://doi.org/10.1371/journal.pone.0065174 doi: 10.1371/journal.pone.0065174. [DOI] [PMC free article] [PubMed]
- Garner P, Hopewell S, Chandler J, MacLehose H, Schunemann HJ, Akl EA, et al.; Panel for Updating Guidance for systematic reviews (PUGs). When and how to update systematic reviews: consensus and checklist. Br Med J 2016;354:i3507. https://doi.org/10.1136/bmj.i3507 doi: 10.1136/bmj.i3507. [DOI] [PMC free article] [PubMed]
- Martinez Garcia L, Pardo-Hernandez H, Superchi C, Nino de Guzman E, Ballesteros M, Ibargoyen Roteta N, et al. Methodological systematic review identifies major limitations in prioritization processes for updating. J Clin Epidemiol 2017;86:11–24. https://doi.org/10.1016/j.jclinepi.2017.05.008 doi: 10.1016/j.jclinepi.2017.05.008. [DOI] [PubMed]
- Elliott JH, Synnot A, Turner T, Simmonds M, Akl EA, McDonald S, et al.; Living Systematic Review Network. Living systematic review: 1. Introduction-the why, what, when, and how. J Clin Epidemiol 2017;91:23–30. https://doi.org/10.1016/j.jclinepi.2017.08.010 doi: 10.1016/j.jclinepi.2017.08.010. [DOI] [PubMed]
- Allen NB, Siddique J, Wilkins JT, Shay C, Lewis CE, Goff DC, et al. Blood pressure trajectories in early adulthood and subclinical atherosclerosis in middle age. JAMA 2014;311:490–7. https://doi.org/10.1001/jama.2013.285122 doi: 10.1001/jama.2013.285122. [DOI] [PMC free article] [PubMed]
- Cohen JB, Lotito MJ, Trivedi UK, Denker MG, Cohen DL, Townsend RR. Cardiovascular events and mortality in white coat hypertension: a systematic review and meta-analysis. Ann Intern Med 2019;170:853–62. https://doi.org/10.7326/M19-0223 doi: 10.7326/M19-0223. [DOI] [PMC free article] [PubMed]
- Webster R, Castellano JM, Onuma OK. Putting polypills into practice: challenges and lessons learned. Lancet 2017;389:1066–74. https://doi.org/10.1016/S0140-6736(17)30558-5 doi: 10.1016/S0140-6736(17)30558-5. [DOI] [PubMed]
- Bundy JD, Li C, Stuchlik P, Bu X, Kelly TN, Mills KT, et al. Systolic blood pressure reduction and risk of cardiovascular disease and mortality: a systematic review and network meta-analysis. JAMA Cardiol 2017;2:775–81. https://doi.org/10.1001/jamacardio.2017.1421 doi: 10.1001/jamacardio.2017.1421. [DOI] [PMC free article] [PubMed]
- Ettehad D, Emdin CA, Kiran A, Anderson SG, Callender T, Emberson J, et al. Blood pressure lowering for prevention of cardiovascular disease and death: a systematic review and meta-analysis. Lancet 2016;387:957–67. https://doi.org/10.1016/S0140-6736(15)01225-8 doi: 10.1016/S0140-6736(15)01225-8. [DOI] [PubMed]
- Micha R, Penalvo JL, Cudhea F, Imamura F, Rehm CD, Mozaffarian D. Association between dietary factors and mortality from heart disease, stroke, and type 2 diabetes in the United States. JAMA 2017; 317:912–24. https://doi.org/10.1001/jama.2017.0947. doi: 10.1001/jama.2017.0947. [DOI] [PMC free article] [PubMed]
- Dagenais GR, Ryden L, Leiter LA, Lakshmanan M, Dyal L, Probstfield JL, et al. Total cardiovascular or fatal events in people with type 2 diabetes and cardiovascular risk factors treated with dulaglutide in the REWIND trail: a post hoc analysis. Cardiovasc Diabetol 2020;19:199. https://doi.org/10.1186/s12933-020-01179-1 doi: 10.1186/s12933-020-01179-1. [DOI] [PMC free article] [PubMed]
- Marso SP, Bain SC, Consoli A, Eliaschewitz FG, Jodar E, Leiter LA, et al.; SUSTAIN-6 Investigators. Semaglutide and cardiovascular outcomes in patients with type 2 diabetes. N Engl J Med 2016;375:1834–44. https://doi.org/10.1056/NEJMoa1607141 doi: 10.1056/NEJMoa1607141. [DOI] [PubMed]
- Ray KK, Wright RS, Kallend D, Koenig W, Leiter LA, Raal FJ, et al.; ORION-10 and ORION-11 Investigators. Two phase 3 trials of inclisiran in patients with elevated LDL cholesterol. N Engl J Med 2020;382:1507–19. https://doi.org/10.1056/NEJMoa1912387 doi: 10.1056/NEJMoa1912387. [DOI] [PubMed]
- Sabatine MS, Giugliano RP, Keech AC, Honarpour N, Wiviott SD, Murphy SA, et al.; FOURIER Steering Committee and Investigators. Evolocumab and clinical outcomes in patients with cardiovascular disease. N Engl J Med 2017;376:1713–22. https://doi.org/10.1056/NEJMoa1615664 doi: 10.1056/NEJMoa1615664. [DOI] [PubMed]
- Silverman MG, Ference BA, Im K, Wiviott SD, Giugliano RP, Grundy SM, et al. Association between lowering LDL-C and cardiovascular risk reduction among different therapeutic interventions: a systematic review and meta-analysis. JAMA 2016;316:1289–97. https://doi.org/10.1001/jama.2016.13985 doi: 10.1001/jama.2016.13985. [DOI] [PubMed]
