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Calzetta L, Page C, Matera MG, Cazzola M, Rogliani P. Drug-Drug Interactions and Synergy: From Pharmacological Models to Clinical Application. Pharmacol Rev 2024; 76:1159-1220. [PMID: 39009470 DOI: 10.1124/pharmrev.124.000951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 07/08/2024] [Accepted: 07/11/2024] [Indexed: 07/17/2024] Open
Abstract
This review explores the concept of synergy in pharmacology, emphasizing its importance in optimizing treatment outcomes through the combination of drugs with different mechanisms of action. Synergy, defined as an effect greater than the expected additive effect elicited by individual agents according to specific predictive models, offers a promising approach to enhance therapeutic efficacy while minimizing adverse events. The historical evolution of synergy research, from ancient civilizations to modern pharmacology, highlights the ongoing quest to understand and harness synergistic interactions. Key concepts, such as concentration-response curves, additive effects, and predictive models, are discussed in detail, emphasizing the need for accurate assessment methods throughout translational drug development. Although various mathematical models exist for synergy analysis, selecting the appropriate model and software tools remains a challenge, necessitating careful consideration of experimental design and data interpretation. Furthermore, this review addresses practical considerations in synergy assessment, including preclinical and clinical approaches, mechanism of action, and statistical analysis. Optimizing synergy requires attention to concentration/dose ratios, target site localization, and timing of drug administration, ensuring that the benefits of combination therapy detected bench-side are translatable into clinical practice. Overall, the review advocates for a systematic approach to synergy assessment, incorporating robust statistical analysis, effective and simplified predictive models, and collaborative efforts across pivotal sectors, such as academic institutions, pharmaceutical companies, and regulatory agencies. By overcoming critical challenges and maximizing therapeutic potential, effective synergy assessment in drug development holds promise for advancing patient care. SIGNIFICANCE STATEMENT: Combining drugs with different mechanisms of action for synergistic interactions optimizes treatment efficacy and safety. Accurate interpretation of synergy requires the identification of the expected additive effect. Despite innovative models to predict the additive effect, consensus in drug-drug interactions research is lacking, hindering the bench-to-bedside development of combination therapies. Collaboration among science, industry, and regulation is crucial for advancing combination therapy development, ensuring rigorous application of predictive models in clinical settings.
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Affiliation(s)
- Luigino Calzetta
- Respiratory Disease and Lung Function Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy (L.C.); Pulmonary Pharmacology Unit, Institute of Pharmaceutical Science, King's College London, United Kingdom (C.P.); Unit of Pharmacology, Department of Experimental Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy (M.G.-M.); and Respiratory Medicine Unit, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy (M.C., P.R.)
| | - Clive Page
- Respiratory Disease and Lung Function Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy (L.C.); Pulmonary Pharmacology Unit, Institute of Pharmaceutical Science, King's College London, United Kingdom (C.P.); Unit of Pharmacology, Department of Experimental Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy (M.G.-M.); and Respiratory Medicine Unit, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy (M.C., P.R.)
| | - Maria Gabriella Matera
- Respiratory Disease and Lung Function Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy (L.C.); Pulmonary Pharmacology Unit, Institute of Pharmaceutical Science, King's College London, United Kingdom (C.P.); Unit of Pharmacology, Department of Experimental Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy (M.G.-M.); and Respiratory Medicine Unit, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy (M.C., P.R.)
| | - Mario Cazzola
- Respiratory Disease and Lung Function Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy (L.C.); Pulmonary Pharmacology Unit, Institute of Pharmaceutical Science, King's College London, United Kingdom (C.P.); Unit of Pharmacology, Department of Experimental Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy (M.G.-M.); and Respiratory Medicine Unit, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy (M.C., P.R.)
| | - Paola Rogliani
- Respiratory Disease and Lung Function Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy (L.C.); Pulmonary Pharmacology Unit, Institute of Pharmaceutical Science, King's College London, United Kingdom (C.P.); Unit of Pharmacology, Department of Experimental Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy (M.G.-M.); and Respiratory Medicine Unit, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy (M.C., P.R.)
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Agarwal A, Mehta PM, Jacobson T, Shah NS, Ye J, Zhu J, Wafford QE, Bahiru E, de Cates AN, Ebrahim S, Prabhakaran D, Rodgers A, Huffman MD. Fixed-dose combination therapy for the prevention of atherosclerotic cardiovascular disease. Nat Med 2024; 30:1199-1209. [PMID: 38532223 PMCID: PMC11031293 DOI: 10.1038/s41591-024-02896-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 03/01/2024] [Indexed: 03/28/2024]
Abstract
Fixed-dose combination (FDC) therapy, also known as polypill therapy, targets risk factors for atherosclerotic cardiovascular disease (ASCVD) and has been proposed as a strategy to reduce global ASCVD burden. Here we conducted a systematic search for relevant studies from 2016-2022 to assess the effects of FDC therapy for prevention of ASCVD. The studies selected include randomized trials evaluating FDC therapy with at least one blood pressure-lowering drug and one lipid-lowering drug. The study data were independently extracted, the quality of evidence was appraised by multiple reviewers and effect estimates were pooled using a fixed-effect meta-analysis when statistical heterogeneity was low to moderate. The main outcomes of the analysis were all-cause mortality, fatal and nonfatal ASCVD events, adverse events, systolic blood pressure, low-density lipoprotein cholesterol and adherence. Among 26 trials (n = 27,317 participants, 43.2% female and mean age range 52.9-76.0), FDC therapy was associated with lower low-density lipoprotein cholesterol and systolic blood pressure, with higher rates of adherence and adverse events in both primary and mixed secondary prevention populations. For studies with a mostly primary prevention population, FDC therapy was associated with lower risk of all-cause mortality by 11% (5.6% versus 6.3%; relative risk (risk ratio) of 0.89; 95% confidence interval 0.78 to 1.00; I2 = 0%; four trials and 16,278 participants) and risk of fatal and nonfatal ASCVD events by 29% (6.1% versus 8.4%; relative risk (risk ratio) of 0.71; 95% confidence interval 0.63 to 0.79; I2 = 0%; five trials and 15,503 participants). One adequately powered trial in an exclusively secondary prevention population showed that FDC therapy reduced the risk of major adverse cardiovascular events by 24%. These findings support adoption and implementation of polypills to lower risk for all-cause mortality and ASCVD.
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Affiliation(s)
- Anubha Agarwal
- Department of Medicine and Global Health Center, Washington University in St. Louis, St. Louis, MO, USA.
| | - Priya M Mehta
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Tyler Jacobson
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Nilay S Shah
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | - JingJing Zhu
- Department of Medicine and Global Health Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Q Eileen Wafford
- Galter Health Sciences Library and Learning Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Ehete Bahiru
- Desert Cardiology Consultants, Eisenhower Medical Center, Rancho Mirage, CA, USA
| | | | - Shah Ebrahim
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Dorairaj Prabhakaran
- Centre for Chronic Disease Control, New Delhi, India
- Public Health Foundation of India, Gurgaon, India
| | - Anthony Rodgers
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Mark D Huffman
- Department of Medicine and Global Health Center, Washington University in St. Louis, St. Louis, MO, USA
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
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Grigorian-Shamagian L, Coca A, Morais J, Perez-Martinez P. The use of the CNIC-Polypill in real-life clinical practice: opportunities and challenges in patients at very high risk of atherosclerotic cardiovascular disease - expert panel meeting report. BMC Proc 2023; 17:20. [PMID: 37587509 PMCID: PMC10433542 DOI: 10.1186/s12919-023-00268-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2023] [Indexed: 08/18/2023] Open
Abstract
Although the cardiovascular (CV) polypill concept is not new and several guidelines state that a CV polypill should be considered an integral part of a comprehensive CV disease (CVD) prevention strategy, there are still some barriers to its implementation in the real-world setting, mainly in secondary CV prevention. As the CNIC-polypill is the only one approved for secondary CV prevention in patients with atherosclerotic CVD in 27 countries worldwide, a panel of four discussants and 30 participants from 18 countries conveyed in a virtual meeting on April 21, 2022, to discuss key clinical questions regarding the practical use of the CNIC-Polypill and barriers to its implementation.Data presented showed that, although the use of the CV polypill is not explicitly mentioned in the current 2021 European Society of Cardiology guidelines on CVD prevention, it may be used in any patient for secondary CVD prevention tolerating all their components to improve outcomes through different aspects. The favourable results of the Secondary Prevention of Cardiovascular Disease in the Elderly (SECURE) trial now reinforce this recommendation. The panellists presented algorithms on how to switch from any baseline regimen when starting treatment with the CNIC-polypill in different situations, including patients with hypertension, dyslipidaemia, and a previous CV event; at discharge after a cardiovascular event; in chronic ischemic conditions; and in cases of polypharmacy. The panellists and expert discussants did agree that available studies conducted so far with the CNIC-polypill demonstrate that it is as efficacious as the monocomponents, equipotent drugs, or other therapies; reduces the risk of experiencing recurrent major CV events; improves medication adherence; reduces health care costs and resources compared to patients treated with loose drugs; and the patients prefer it over the multipill strategy.In conclusion, the data presented by the participants provided the evidence behind the use of the CNIC-polypill to help fulfil the goal of encouraging its adoption by physicians.
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Affiliation(s)
- Lilian Grigorian-Shamagian
- Department of Cardiology, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón and Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain.
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III, Madrid, Spain.
| | - Antonio Coca
- Hypertension and Vascular Risk Unit, Department of Internal Medicine, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Joao Morais
- Leiria Hospital Centre, Leiria, Portugal
- ciTechCare - Center for Innovative Care and Health Technology, Polytechnique of Leiria, Leiria, Portugal
| | - Pablo Perez-Martinez
- Lipids and Atherosclerosis Unit, IMIBIC/Reina Sofia University Hospital/University of Córdoba, Córdoba, Spain
- CIBER Fisiopatologia Obesidad Y Nutricion (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
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González-Domínguez A, Durán A, Hidalgo-Vega Á, Barrios V. Cost-effectiveness of the CNIC-Polypill versus separate monocomponents in cardiovascular secondary prevention in Spain. Rev Clin Esp 2023; 223:414-422. [PMID: 37352973 DOI: 10.1016/j.rceng.2023.06.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 05/02/2023] [Indexed: 06/25/2023]
Abstract
INTRODUCTION AND OBJECTIVES Despite advances in treatment, cardiovascular disease is the second leading cause of death in Spain. The objective of this study was to determine the cost-effectiveness of the CNIC-Polypill strategy (acetylsalicylic acid 100 mg, atorvastatin 20/40 mg, ramipril 2.5/5/10 mg) compared with the same separate monocomponents for the secondary prevention of recurrent cardiovascular events in adults in Spain. MATERIALS AND METHODS A Markov cost-utility model was adapted considering 4 health states (stable, subsequent major adverse cardiovascular event, subsequent ischemic stroke and death) and the SMART risk equation over a lifetime horizon from the perspective of the Spanish National Healthcare System. The CNIC-Polypill strategy was compared with monocomponents in a hypothetical cohort of 1000 secondary prevention patients. Effectiveness, epidemiological, cost and utilities data were obtained from the NEPTUNO study, official databases and literature. Outcomes were costs (in 2021 euros) per life-year (LY) and quality-adjusted LY (QALY) gained. A 3% discount rate was applied. Deterministic one-way and probabilistic sensitivity analyses evaluated the robustness of the model. RESULTS The CNIC-Polypill strategy in secondary prevention results in more LY (13.22) and QALY (11.64) gains at a lower cost than monocomponents. The CNIC-Polypill is dominant and saves є280.68 per patient compared with monocomponents. The probabilistic sensitivity analysis shows that 82.4% of the simulations are below the threshold of є25,000 per QALY gained. CONCLUSIONS The CNIC-Polypill strategy in secondary cardiovascular prevention is cost-effective compared with the same separate monocomponents, resulting in a cost-saving strategy to the Spanish National Healthcare System.
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Affiliation(s)
| | - A Durán
- Fundación Weber, Madrid, Spain
| | - Á Hidalgo-Vega
- President Fundación Weber, Madrid, Spain; Professor at Universidad de Castilla-La Mancha, Toledo, España
| | - V Barrios
- Servicio de Cardiología, Hospital Universitario Ramón y Cajal, Madrid, Spain; Servicio de Medicina, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
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Suárez Fernández C, Armario P, Cepeda JM, López Carmona MD, Miramontes González JP, Said-Criado I. Recommendations for the care of patients with cardiovascular disease in health emergency situations: a call to action. Curr Med Res Opin 2023; 39:827-832. [PMID: 37129909 DOI: 10.1080/03007995.2023.2201100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 04/05/2023] [Accepted: 04/06/2023] [Indexed: 05/03/2023]
Abstract
COVID-19 has had a negative impact on the health care of patients with cardiovascular disease and patients at high risk of cardiovascular disease. The restrictions affecting access to the health care system have conditioned the care received, resulting in poorer control and a higher risk of events. Taking action to improve the care provided during health emergencies is mandatory. It is important to promote the development of telemedicine and patient empowerment by fostering health literacy and a higher degree of self-care. In addition, primary care and coordination between health care levels should be improved. Moreover, the simplification and optimization of treatment, for example, using the cardiovascular polypill, have led to an improvement in adherence, better control of vascular risk factors, and a reduced risk of events. The present document provides specific recommendations for improving the care provided to patients under a health emergency.
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Affiliation(s)
| | - Pedro Armario
- Internal Medicine Department, Complex Hospitalari Universitari Moisès Broggi, Universitat de Barcelona, Barcelona, Spain
| | | | | | - José Pablo Miramontes González
- Internal Medicine Department, Hospital Universitario Río Hortega. Departamento de Medicina, Facultad de Medicina, Universidad de Valladolid, Valladolid, Spain
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González-Juanatey JR, Cordero A, Castellano JM, Masana L, Dalmau R, Ruiz E, Sicras-Mainar A, Fuster V. The CNIC-Polypill reduces recurrent major cardiovascular events in real-life secondary prevention patients in Spain: The NEPTUNO study. Int J Cardiol 2022; 361:116-123. [DOI: 10.1016/j.ijcard.2022.05.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 05/04/2022] [Accepted: 05/06/2022] [Indexed: 12/30/2022]
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Efecto en la vida real sobre el control de los factores de riesgo asociado al inicio con polipíldora cardiovascular a partir de fármacos equipotentes. Rev Clin Esp 2022. [DOI: 10.1016/j.rce.2021.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Real-life effect on the control of risk factors associated with initiation of the cardiovascular polypill created from equipotent drugs. Rev Clin Esp 2021; 222:131-137. [PMID: 34674985 DOI: 10.1016/j.rceng.2021.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Accepted: 05/13/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE This work aims to analyze the impact of Spain's National Center for Cardiovascular Research (CNIC-Ferrer)'s cardiovascular (CV)-polypill on blood pressure (BP) and low-density lipoprotein cholesterol (cLDL) levels in patients in our healthcare area who previously took equipotent doses of statins and antihypertensives. MATERIAL AND METHODS All patients in our healthcare area (Santiago de Compostela, Spain) who, as of December 31, 2019, had an active prescription for the CV-polypill (CNIC-Ferrer) since January 16, 2015 were registered. The index date was the start date of the CV-polypill prescription. The drugs the patient had previously received for dyslipidemia and hypertension were analyzed, classifying them by their equivalent potency to atorvastatin and ramipril. Changes in cLDL and BP were analyzed by means of Student's t-test for paired samples. RESULTS We analyzed 547 patients with a mean age of 71.5 ± 11.5 years. The majority were men (60.6%). We observed a decrease in cLDL (-10.6 [95% CI: -7.0, -14.3], p < 0.001) in patients who started taking the CV-polypill who had previously taken equally potent doses of atorvastatin (n = 471). We documented a reduction in systolic BP (-3.7 [95% CI: -0.4, -6.9], p = 0.029) in patients who had previously taken equally potent doses of ramipril (n = 360). In 88 patients, the CV-polypill was started via equally potent doses of atorvastatin and ramipril, with a decrease in cLDL (-8.7 [95% CI: -3.8, -13.6], p = 0.001) and systolic BP (-3.6 [95% CI: -7.8, 0.5], p = 0.085). CONCLUSIONS The initiation of treatment with the CV-polypill in patients who previously received equally potent treatment with atorvastatin and ramipril was associated with a greater reduction in cLDL and systolic BP.
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Cosin-Sales J, Murcia-Zaragoza JM, Pereyra-Rico HO, la Guía-Galipienso FD, Hermans K, Rubio G. Evaluating patients' satisfaction and preferences with a secondary prevention cardiovascular polypill: the Aurora Study. J Comp Eff Res 2021; 10:975-985. [PMID: 34196593 DOI: 10.2217/cer-2021-0105] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Aim: To evaluate the satisfaction, preferences and adherence of patients in secondary cardiovascular prevention treated with the Spanish National Cardiovascular Research Centre cardiovascular polypill compared with patients treated with the separate monocomponents. Methods: Observational, cross-sectional and multicenter study. Satisfaction was evaluated by the Treatment Satisfaction Questionnaire for Medication 9 items, adherence by the Morisky-Green questionnaire and ad-hoc questions were asked regarding patient preferences. Results: Polypill patients reported higher satisfaction than patients treated with the monocomponents (77.3 vs 71.2%; p < 0.0001). 72.8% of patients treated with the monocomponents would prefer to change to the polypill. Patients treated with the polypill had significantly higher adherence than patients treated with the monocomponents (57.7 vs 41.1%; p = 0.0027). Conclusion: Polypill patients show higher satisfaction and better adherence. Most patients receiving the monocomponents would prefer a polypill regime.
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Affiliation(s)
- Juan Cosin-Sales
- Cardiology Department, Hospital Arnau de Vilanova, Valencia, Spain
| | | | - Hector O Pereyra-Rico
- Cardiology Department, Hospital Comarcal La Línea de la Concepción, La Línea de la Concepción, Spain
| | | | - Kurt Hermans
- Cardiology Department, AZ St. Lucas, Ghent, Belgium
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Combination blood pressure lowering in the presence or absence of background statin and aspirin therapy: a combined analysis of PROGRESS and ADVANCE Trials. J Hypertens 2021; 39:1689-1696. [PMID: 33883461 DOI: 10.1097/hjh.0000000000002862] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES To assess the effects of combination BP lowering on cardiovascular events and mortality in the presence of aspirin and/or statin therapy in a combined analysis of the ADVANCE and PROGRESS trials. METHODS We conducted an analysis of 14 682 participants allocated combination therapy with perindopril and indapamide or placebo followed up for a mean of 4.2 years. Participants were stratified into four groups defined by background use of medications at baseline: statin, aspirin, both or neither. Linear mixed effect models were used to assess differences in BP and Cox proportional hazard models were used to estimate the risks of major cardiovascular events, all-cause mortality and treatment discontinuation. RESULTS At baseline, 14% of patients were on both aspirin and statin, 35% on aspirin, 9% on statins and 42% on neither aspirin/statins. Compared with placebo, combination BP therapy reduced mean SBP by 5.7 mmHg in ADVANCE and 12.1 mmHg in PROGRESS, with no difference (P > 0.447) between patients by baseline use of aspirin/statin. Combination BP therapy reduced the risk of major cardiovascular events (hazard ratio 0.78, 95% CI 0.71-0.86), with no significant difference (P = 0.600) between aspirin/statin subgroups. Rates of treatment discontinuation were similar with combination BP therapy compared with placebo (18.4 versus 18%), with no evidence of difference across the subgroups (P = 0.340). CONCLUSION BP lowering with perindopril and indapamide reduces the risk of major cardiovascular events independent of baseline use of aspirin and/or statins.
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