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Wang S, Frederich R, Mancuso JP. Imputation of Missing Data for Time-to-Event Endpoints Using Retrieved Dropouts. Ther Innov Regul Sci 2024; 58:114-126. [PMID: 37805643 PMCID: PMC10764582 DOI: 10.1007/s43441-023-00575-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 08/21/2023] [Indexed: 10/09/2023]
Abstract
We have explored several statistical approaches to impute missing time-to-event data that arise from outcome trials with relatively long follow-up periods. Aligning with the primary estimand, such analyses evaluate the robustness of results by imposing an assumption different from censoring at random (CAR). Although there have been debates over which assumption and which method is more appropriate to be applied to the imputation, we propose to use the collection of retrieved dropouts as the basis of missing data imputation. As retrieved dropouts share a similar disposition, such as treatment discontinuation, with subjects who have missing data, they can reasonably be assumed to characterize the distribution of time-to-event among subjects with missing data. In terms of computational intensity and robustness to violation of underlying distributional assumption, we have compared parametric approaches via MCMC or MLE multivariate sampling procedures to a non-parametric bootstrap approach with respect to baseline hazard function. Each of these approaches follows a process of multiple imputation ("proper imputations"), analysis of complete datasets, and final combination. The type-I error, and power rates are examined under a wide range of scenarios to inform the performance characteristics. A subset of a real unblinded phase III CVOT is used to demonstrate the application of the proposed approaches, compared to the Cox proportional hazards model and jump-to-reference multiple imputation.
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Affiliation(s)
- Shuai Wang
- Pfizer Inc., 1 Portland St, Cambridge, MA, 02139, USA.
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Kuss O, Akbulut C, Schlesinger S, Georgiev A, Kelm M, Roden M, Wolff G. Absolute treatment effects for the primary outcome and all-cause mortality in the cardiovascular outcome trials of new antidiabetic drugs: a meta-analysis of digitalized individual patient data. Acta Diabetol 2022; 59:1349-1359. [PMID: 35879478 PMCID: PMC9402762 DOI: 10.1007/s00592-022-01917-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 06/05/2022] [Indexed: 11/19/2022]
Abstract
AIMS Treatment effects from the large cardiovascular outcome trials (CVOTs) of new antidiabetic drugs are almost exclusively communicated as hazard ratios, although reporting guidelines recommend to report treatment effects also on an absolute scale, e.g. as numbers needed to treat (NNT). We aimed to analyse NNTs in CVOTs comparing dipeptidyl peptidase-4 (DPP-4) inhibitors, glucagon-like peptide-1 (GLP-1) receptor agonists, or sodium-glucose cotransporter-2 (SGLT2) inhibitors to placebo. METHODS We digitalized individual time-to-event information for the primary outcome and all-cause mortality from 19 CVOTs that compared DPP-4 inhibitors, GLP-1 receptor agonists, or SGLT2 inhibitors to placebo. We estimated Weibull models for each trial and outcome and derived monthly NNTs. NNTs were summarized across all trials and within drug classes by random effects meta-analysis methods. RESULTS Treatment effects in the CVOTs appear smaller if they are reported as NNTs: Overall, 100 (95%-CI: 60, 303) patients have to be treated for 29 months (the median follow-up time across all trials) to avoid a single event of the primary outcome, and 128 (95%-CI: 85, 265) patients have to be treated for 39 months to avoid a single death. NNT time courses are very similar for GLP-1 receptor agonists and SGLT2 inhibitors, whereas treatment effects with DPP-4 inhibitors are smaller. CONCLUSIONS We found that the respective treatment effects look less impressive when communicated on an absolute scale, as numbers needed to treat. For a valid overall picture of the benefit of new antidiabetic drugs, trial authors should also report treatment effects on an absolute scale.
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Affiliation(s)
- Oliver Kuss
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
- Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
- German Center for Diabetes Research, Partner Düsseldorf, München-Neuherberg, Germany.
- Deutsches Diabetes-Zentrum, Institut für Biometrie und Epidemiologie, Auf'm Hennekamp 65, 40225, Düsseldorf, Germany.
| | - Cihan Akbulut
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research, Partner Düsseldorf, München-Neuherberg, Germany
| | - Sabrina Schlesinger
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research, Partner Düsseldorf, München-Neuherberg, Germany
| | - Asen Georgiev
- German Center for Diabetes Research, Partner Düsseldorf, München-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Malte Kelm
- Division of Cardiology, Pulmonology and Vascular Medicine, Department of Internal Medicine, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Michael Roden
- German Center for Diabetes Research, Partner Düsseldorf, München-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Georg Wolff
- Division of Cardiology, Pulmonology and Vascular Medicine, Department of Internal Medicine, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
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Husain M, Consoli A, De Remigis A, Pettersson Meyer AS, Rasmussen S, Bain S. Semaglutide reduces cardiovascular events regardless of metformin use: a post hoc subgroup analysis of SUSTAIN 6 and PIONEER 6. Cardiovasc Diabetol 2022; 21:64. [PMID: 35484580 DOI: 10.1186/s12933-022-01489-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 03/15/2022] [Indexed: 01/02/2023] Open
Abstract
Background Cardiovascular outcome trials (CVOTs) are conducted on a background of standard of care including metformin. These analyses sought to determine whether the cardiovascular (CV) effects of semaglutide and other glucagon-like peptide-1 receptor agonists (GLP-1RAs) vary according to baseline metformin use. Methods A post hoc analysis was conducted using pooled SUSTAIN 6 and PIONEER 6 CVOT data in subjects with and without metformin use at baseline. Additionally, a trial-level meta-analysis was conducted using data from seven CVOTs with GLP-1RAs–SUSTAIN 6, PIONEER 6, HARMONY OUTCOMES, LEADER, REWIND, EXSCEL and AMPLITUDE-O–including adults with type 2 diabetes at high CV risk, and a primary endpoint of time to first major adverse CV event (MACE). Results In the post hoc analysis, the no-metformin subgroup was older, with a higher body mass index, lower estimated glomerular filtration rate and higher CV risk at baseline vs the metformin subgroup. Hazard ratios (95% confidence intervals) for the reduction in risk of MACE with semaglutide vs placebo in the metformin and no-metformin subgroups were 0.70 (0.55;0.89) and 0.86 (0.60;1.22), respectively. No significant interaction between the treatment effect on MACE and metformin subgroup was observed. Findings for other CV endpoints were similar. In the meta-analysis, treatment effect (GLP-1RA vs placebo) on CV outcomes was no different with vs without baseline metformin (overall ratio between the hazard ratios for metformin vs no-metformin 1.09 [0.96;1.22]). Conclusion These findings indicate that the CV outcomes for semaglutide were similar regardless of baseline metformin use, which may also apply to all GLP-1RAs. Trial registration SUSTAIN 6 (NCT01720446), PIONEER 6 (NCT02692716). Supplementary Information The online version contains supplementary material available at 10.1186/s12933-022-01489-6.
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Lin LA, Zhang Y, Straus W, Wang W. Integrative Analysis of Randomized Clinical Trial and Observational Study Data to Inform Post-marketing Safety Decision-Making. Ther Innov Regul Sci 2022; 56:423-432. [PMID: 35138577 DOI: 10.1007/s43441-021-00349-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 10/27/2021] [Indexed: 11/30/2022]
Abstract
Safety evaluation is a continual and iterative process throughout the drug development life cycle and requires long time horizons and large amounts of data to fully understand the safety profile of a medical product. Although randomized clinical trials (RCT) provide high-quality data for an initial assessment of safety signals, the safety signals may not all have been known at the time of approval because safety data collected from RCT only involve a relatively small number of subjects during a relatively short follow-up period. The increased accumulation of post-marketing real-world data (RWD) presents an opportunity to utilize them for safety decision-making; these include identifying new safety signals, further characterization of safety concerns that are raised in pre-marketing RCT, and further generalization of RCT findings to the broader patient populations not previously studied in RCT. In this paper, we use cardiovascular safety outcome trial for antidiabetic therapies as an illustrative example and discuss how integrative analysis of RCT and observational study data can answer regulatory concerns about cardiovascular risk in a post-marketing setting. A novel statistical analysis strategy is proposed to combine both sources of safety data in a data fusion approach. The proposed approach includes three stages: (1) feasibility analysis that uses an RCT to validate an observational study, applying estimand framework and emulating RCT with RWD; (2) integrative analysis that combines evidence from the RCT and observational study data cooperatively; and (3) sensitivity analysis that examines the consistency of the previous analyses. Two potential utilities of the proposed integrative analysis for the cardiovascular safety outcome trial are discussed.
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Affiliation(s)
- Li-An Lin
- Clinical Safety Statistics, Merck & Co., Inc, Kenilworth, NJ, USA.
| | - Yafei Zhang
- Clinical Safety Statistics, Merck & Co., Inc, Kenilworth, NJ, USA
| | | | - William Wang
- Clinical Safety Statistics, Merck & Co., Inc, Kenilworth, NJ, USA
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Lin DSH, Lee JK, Hung CS, Chen WJ. The efficacy and safety of novel classes of glucose-lowering drugs for cardiovascular outcomes: a network meta-analysis of randomised clinical trials. Diabetologia 2021; 64:2676-2686. [PMID: 34536085 DOI: 10.1007/s00125-021-05529-w] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/23/2021] [Indexed: 01/10/2023]
Abstract
AIMS/HYPOTHESIS Several cardiovascular outcome trials on sodium-glucose cotransporter 2 inhibitors (SGLT2i) have been released recently, including trials enrolling patients with congestive heart failure (CHF) and chronic kidney disease (CKD). Comparisons of the efficacy and safety of SGLT2i, glucagon-like peptide-1 receptor agonists (GLP-1RA) and dipeptidyl peptidase-4 inhibitors (DPP-4i) thus require an update. Assessments in patient subgroups, i.e., as stratified by age or the presence of CHF, CKD or atherosclerotic cardiovascular disease (ASCVD), are also currently lacking. METHODS We searched the PubMed, Embase and Cochrane databases for relevant studies published up until 5 December 2020. RCTs comparing SGLT2i, GLP-1RA and DPP-4i with placebo (or other controls) or with each other with cardiovascular (CV) or renal outcomes were eligible for inclusion. The primary efficacy endpoint was 3-point major adverse cardiovascular events (3P-MACE), which are defined as CV death, non-fatal myocardial infarction and non-fatal ischaemic stroke. All-cause mortality, hospitalisation for heart failure (HHF) and composite renal outcomes were also analysed. Pre-specified subgroup analyses of 3P-MACE were also performed. RESULTS A total of 21 trials with 170,930 participants were included in this network meta-analysis. Both GLP-1RA and SGLT2i were associated with lower risks of 3P-MACE than placebo (RR 0.89, 95% CI 0.84, 0.94 and RR 0.88, 95% CI 0.83, 0.94, respectively). GLP-1RA and SGLT2i were also associated with lower risks of 3P-MACE than DPP-4i (RR 0.89, 95% CI 0.82, 0.98 and RR 0.89, 95% CI 0.81, 0.97, respectively). A comparison between SGLT2i and GLP-1RA demonstrated no difference in their risks of 3P-MACE (RR 0.99, 95% CI 0.91, 1.08). Only GLP-1RA was associated with a lower risk of stroke compared with placebo (RR 0.85, 95% CI 0.76, 0.94). SGLT2i is superior to GLP-1RA in reducing HHF (RR 0.76, 95% CI 0.68, 0.84) and renal outcomes (RR 0.78, 95% CI 0.65, 0.93). Subgroup analyses indicated that the benefits of SGLT2i and GLP-1RA were more pronounced in elderly patients, white and Asian patients, those with established ASCVD and those with longer durations of diabetes mellitus and worse glycaemic control. CONCLUSIONS/INTERPRETATION SGLT2i and GLP-1RA are superior to DPP-4i in terms of CV and renal outcomes. GLP-1RA is the only drug class that reduces the risk of stroke. SGLT2i is superior in reducing HHF and renal outcomes. Therefore, the choice between SGLT2i and GLP-1RA should be individualised according to patient profiles. PROSPERO REGISTRATION NUMBER CRD42020206600.
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Affiliation(s)
- Donna Shu-Han Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Jen-Kuang Lee
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Laboratory Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
- Telehealth Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chi-Sheng Hung
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan.
- Department of Internal Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.
- Telehealth Center, National Taiwan University Hospital, Taipei, Taiwan.
| | - Wen-Jone Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
- Department of Emergency Medicine, National Taiwan University College of Medicine and Hospital, Taipei, Taiwan
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Smidt LCA, Visseren FLJ, de Ranitz-Greven WL, Nathoe HM, Kappelle LJ, de Borst GJ, de Valk HW, Westerink J. External applicability of SGLT2 inhibitor cardiovascular outcome trials to patients with type 2 diabetes and cardiovascular disease. Cardiovasc Diabetol 2021; 20:181. [PMID: 34496847 PMCID: PMC8427950 DOI: 10.1186/s12933-021-01373-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 08/28/2021] [Indexed: 11/10/2022] Open
Abstract
Background Recent treatment guidelines support the use of sodium-glucose cotransporter 2 inhibitors (SGLT2i) in patients with type 2 diabetes and cardiovascular disease based on the results of cardiovascular outcome trials (CVOTs). Applicability of these trials to everyday patients with type 2 diabetes and cardiovascular disease is however unknown. The aim of this study is to assess the external applicability of SGLT2i CVOTs in daily clinical practice type 2 diabetes patients with established cardiovascular disease. Methods Trial in- and exclusion criteria from EMPA-REG OUTCOME, CANVAS, DECLARE-TIMI 58 and VERTIS-CV were applied to 1389 type 2 diabetes patients with cardiovascular disease in the Utrecht Cardiovascular Cohort-Secondary Manifestations of ARTerial disease (UCC-SMART). To evaluate the difference in cardiovascular risk (MACE) and all-cause mortality between trial eligible and ineligible patients, age and sex-adjusted Cox-regression analyses were performed. Results After applying trial in- and exclusion criteria, 48% of UCC-SMART patients with type 2 diabetes and cardiovascular disease would have been eligible for DECLARE-TIMI 58, 35% for CANVAS, 29% for EMPA-REG OUTCOME and 21% for VERTIS-CV. Without the eligibility criteria of HbA1c, eligibility was 58–88%. For all trials the observed risk for cardiovascular events and all-cause mortality was similar in eligible and ineligible patients after adjustment for age and gender. Conclusion A large proportion of patients with type 2 diabetes and cardiovascular disease in daily clinical practice would have been eligible for participation in the SGLT2i CVOTs. Trial eligible and ineligible patients have the same risk for MACE and all-cause mortality. Supplementary Information The online version contains supplementary material available at 10.1186/s12933-021-01373-9.
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Affiliation(s)
- Lisanne C A Smidt
- Department of Vascular Medicine, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Frank L J Visseren
- Department of Vascular Medicine, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | | | - Hendrik M Nathoe
- Department of Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L Jaap Kappelle
- Department of Neurology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Harold W de Valk
- Department of Endocrinology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jan Westerink
- Department of Vascular Medicine, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
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Suvarna VR. Sodium-glucose co-transporter-2 inhibitors: A cardiovascular outcome trial analysis. Perspect Clin Res 2021; 12:4-8. [PMID: 33816202 PMCID: PMC8011522 DOI: 10.4103/picr.picr_156_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 04/20/2020] [Accepted: 05/05/2020] [Indexed: 12/05/2022] Open
Abstract
Cardiovascular outcome trials (CVOTs) have to be done by sponsors who wish to launch new antidiabetic drugs in the US, since the December 2008 US Food and Drug Administration ruling, which was subsequently accepted by the European Medicines (Evaluation) Agency (EMA) in 2012. However, the medical community asks the question, “So What?” as they are not convinced of the clinical relevance of CVOTs. The patients selected in CVOTs are necessarily high risk, so that they develop major adverse cardiovascular events quickly, but then, the results are extrapolatable to only a certain percentage of patients seen in the clinical practice. Doctors believe that these trials only serve a regulatory need. At the same time, these trials do provide a lot of good data, but it needs to be interpreted well, and extrapolated appropriately to patients in practice as there are differences between what happens in a randomized control trial and in the real world. Hence, the need for this article which serves to dissect the CVOTs of sodium-glucose co-transporter-2 inhibitors, so that doctors are able to better read this evidence. However, the question of which gliflozin is the best cannot be answered by these trials as these are not head to head trials. All the more reason why one needs to look at the data holistically and be empowered to make the right decision for individual patients, hoping to match the best patient for the best drug, rather than determine which drug is better.
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Scheen AJ. Could metformin modulate cardiovascular outcomes differently with DPP-4 inhibitors compared with SGLT2 inhibitors? Diabetes Metab 2020; 47:101209. [PMID: 33189895 DOI: 10.1016/j.diabet.2020.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 10/22/2020] [Accepted: 11/01/2020] [Indexed: 01/21/2023]
Abstract
AIMS Preliminary data have suggested that metformin might potentiate cardiovascular (CV) protection by dipeptidyl peptidase-4 inhibitors (DPP-4is), but reduce CV protection by sodium-glucose cotransporter type-2 inhibitors (SGLT2is), in patients with type 2 diabetes (T2DM) at high CV-related risk. For this reason, the present meta-analyses aimed to compare metformin moderation of the CV effects of the two pharmacological classes. METHODS Major adverse CV events (3-point MACEs) were counted in high-risk patients with T2DM treated with or without metformin as background therapy in five CV outcome trials with DPP-4is (SAVOR-TIMI 53, EXAMINE, TECOS, CARMELINA, CAROLINA) involving 24,821 patients (17,870 with and 6951 without metformin) and 2550 events (1696 with and 854 without metformin), and four trials with SGLT2is (EMPA-REG OUTCOME, CANVAS, DECLARE-TIMI 58, VERTIS CV) involving 24,563 patients (19,090 with and 5473 without metformin) and 1829 events (1300 with and 529 without metformin). RESULTS DPP-4is failed to reduce 3-point MACEs in both metformin users (OR: 0.96, 95% CI: 0.89-1.03) and non-users (OR: 1.05, 95% CI: 0.95-1.16), with no heterogeneity between trials and no significant between-subgroup differences (P = 0.4074), whereas SGLT2is significantly reduced 3-point MACEs in both patients with (OR: 0.91, 95% CI: 0.84-0.98) and without (OR: 0.81, 95% CI: 0.71-0.91) metformin, but again with no heterogeneity between trials and no significant between-subgroup differences (P = 0.2977). Overall, metformin non-users had a poorer risk profile than metformin users. CONCLUSION Our meta-analyses involving a larger number of trials than before have revealed that background metformin therapy has no significant influence on either the neutral impact of DPP-4is or the positive impact of SGLT2is on CV events (3-point MACEs) in T2DM patients at high CV risk.
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Affiliation(s)
- André J Scheen
- Division of Diabetes, Nutrition and Metabolic Disorders, CHU Liège, and Division of Clinical Pharmacology, Centre for Interdisciplinary Research on Medicines (CIRM), Liège University, Liège, Belgium.
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Abstract
In recent years, successive reports have been made on large-scale cardiovascular outcome trials using novel hypoglycemic drugs. Their results have shown that sodium-glucose cotransporter 2 (SGLT2) inhibitors are hypoglycemic drugs that could potentially greatly improve the heart failure-related outcomes in type 2 diabetes patients with a high cardiovascular risk. Further analyses have subsequently been performed from various perspectives, and SGLT2 inhibitors with their class effect have been indicated to be potentially useful for heart failure in type 2 diabetes patients with extensive clinical background. As a result, a clear concept has globally emerged with SGLT2 inhibitors as drugs of choice in clinical practice to prevent heart failure in type 2 diabetes patients. Further studies are needed to examine the next research topics on heart failure prevention using SGLT2 inhibitors, including their detailed pharmacological mechanism of action and their effectiveness and safety against heart failure in patients regardless of diabetes status. This paper outlines (1) the current evidence of heart failure prevention by SGLT2 inhibitors based on the results of recent large-scale cardiovascular outcome trials and (2) future research topics on their further applications in clinical practice.
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Leiter LA, Bain SC, Hramiak I, Jódar E, Madsbad S, Gondolf T, Hansen T, Holst I, Lingvay I. Cardiovascular risk reduction with once-weekly semaglutide in subjects with type 2 diabetes: a post hoc analysis of gender, age, and baseline CV risk profile in the SUSTAIN 6 trial. Cardiovasc Diabetol 2019; 18:73. [PMID: 31167654 PMCID: PMC6551895 DOI: 10.1186/s12933-019-0871-8] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 05/17/2019] [Indexed: 12/16/2022] Open
Abstract
Background The SUSTAIN 6 trial demonstrated that once-weekly semaglutide (0.5 and 1.0 mg) significantly reduced major adverse cardiovascular (CV) events (MACE) vs placebo in subjects with type 2 diabetes (T2D) and high CV risk. The effects of gender, age and baseline CV risk on outcomes are important considerations for further study. Methods Subjects were grouped according to gender, age (50–65 years and > 65 years), and CV risk profile at baseline (prior myocardial infarction [MI] or stroke vs no prior MI or stroke, and established CV disease [CVD] vs CV risk factors alone, including subjects with chronic kidney disease). Time to MACE and its individual components (CV death, nonfatal MI, nonfatal stroke), hospitalization for unstable angina or heart failure, and revascularization (coronary and peripheral) were analyzed for all subgroups. Additional analyses were performed for gender and age to investigate change from baseline in HbA1c and body weight, as well as tolerability. Results A total of 3297 subjects were included. The majority of subjects (60.7%) were male; 43% were > 65 years of age; 41.5% had a history of MI or stroke; and 76.8% had established CVD. Compared with placebo, semaglutide reduced the risk of the first occurrence of MACE and each MACE component consistently across all subgroups (gender, age, and baseline CV risk profile). Revascularizations, HbA1c and body weight were also reduced consistently across all subgroups compared with placebo. Gastrointestinal adverse events in all treatment groups were more common among women than men, but rates of premature treatment discontinuation were similar for both genders. Conclusions In this post hoc analysis of SUSTAIN 6, once-weekly semaglutide vs placebo reduced the risk of MACE in all subjects included in the trial, regardless of gender, age, or baseline CV risk profile. Trial registry Clinicaltrials.gov, Identifying number: NCT01720446, Date of registration: October 29, 2012![]() Electronic supplementary material The online version of this article (10.1186/s12933-019-0871-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Lawrence A Leiter
- Division of Endocrinology and Metabolism, Li Ka Shing Knowledge Institute, St. Michael's Hospital, University of Toronto, 61 Queen St. East #6121, Toronto, ON, M5C 2T2, Canada.
| | - Stephen C Bain
- Diabetes Research Unit Cymru, Swansea University Medical School, Swansea, Wales, UK
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Sesti G, Avogaro A, Belcastro S, Bonora BM, Croci M, Daniele G, Dauriz M, Dotta F, Formichi C, Frontoni S, Invitti C, Orsi E, Picconi F, Resi V, Bonora E, Purrello F. Ten years of experience with DPP-4 inhibitors for the treatment of type 2 diabetes mellitus. Acta Diabetol 2019; 56:605-617. [PMID: 30603867 DOI: 10.1007/s00592-018-1271-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 12/10/2018] [Indexed: 12/13/2022]
Abstract
Achieving and maintaining recommended glycemic targets without causing adverse e ffects, including hypoglycemia, is challenging, especially in older patients with type 2 diabetes mellitus (T2DM). The introduction of dipeptidyl peptidase-4 (DPP-4) inhibitors, more than 10 years ago, has provided an alternative to conventional medications for the intensification of glucose-lowering treatment after failure of metformin monotherapy, and therefore, marked an important advance in the management of T2DM. By prolonging the activity of incretin hormones, DPP-4 inhibitors induce insulin release and decrease glucagon secretion in a glucose-dependent manner. This results in a more physiologic glycemic control as compared to that ensured by insulin secretagogues (sulfonylureas and glinides). Overall, DPP-4 inhibitors have a favorable safety profile and can be used without dose adjustments in older adults and in patients with mild renal impairment; they have a neutral effect on body weight and do not cause hypoglycemia by themselves. Safety issues, reported mainly in post-marketing surveillance programs and including cardiovascular outcomes and the risk of acute pancreatitis, are being extensively investigated. The aim of this review is to discuss the impact of DPP-4 inhibitors on the treatment of T2DM, after 10 years of experience, with an emphasis on diabetes care in Italy. We will first describe T2DM treatment in Italy and then provide an overview of the main findings from randomized controlled trials, real-world studies and post-marketing surveillance programs with DPP-4 inhibitors.
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Affiliation(s)
- Giorgio Sesti
- Department of Clinical and Surgical Science, University of Magna Graecia of Catanzaro, Catanzaro, Italy.
| | - Angelo Avogaro
- Department of Medicine, University of Padova, Padova, Italy
| | - Sara Belcastro
- Department of Medical Sciences, University of Turin, Turin, Italy
| | | | - Marina Croci
- Department of Medical Sciences and Rehabilitation, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Giuseppe Daniele
- Department of Clinical and Experimental Medicine A.O.U. Pisana, Pisa, Italy
| | - Marco Dauriz
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Verona and Hospital Trust of Verona, Verona, Italy
| | - Francesco Dotta
- Diabetes Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Caterina Formichi
- Diabetes Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Simona Frontoni
- Unit of Endocrinology, Diabetes and Metabolism, Department of Systems Medicine, S. Giovanni Calibita Fatebenefratelli Hospital, University of Rome Tor Vergata, Rome, Italy
| | - Cecilia Invitti
- Department of Medical Sciences and Rehabilitation, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Emanuela Orsi
- Diabetes Unit, Fondazione IRCCS'Cà Granda-Ospedale Maggiore Policlinico, Milan, Italy
| | - Fabiana Picconi
- Unit of Endocrinology, Diabetes and Metabolism, Department of Systems Medicine, S. Giovanni Calibita Fatebenefratelli Hospital, University of Rome Tor Vergata, Rome, Italy
| | - Veronica Resi
- Diabetes Unit, Fondazione IRCCS'Cà Granda-Ospedale Maggiore Policlinico, Milan, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Enzo Bonora
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Verona and Hospital Trust of Verona, Verona, Italy
| | - Francesco Purrello
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
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12
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Singh AK, Singh R. SAVOR-TIMI to DECLARE-TIMI: A Review on Cardiovascular Outcome Trials of Incretin-modulators and Gliflozins. Indian J Endocrinol Metab 2019. [PMID: 31161099 DOI: 10.4103/ijem.ijem-12-19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION Since 2008 United State (US) food drug administration mandate, several newer anti-diabetic drugs (ADD) have undergone a mandatory cardiovascular (CV) outcome trial (CVOT) in type diabetes (T2DM) patients with high CV risk. These includes CVOT done with dipeptidyl-peptidase-4 inhibitors, sodium-glucose co-transporter-2 inhibitors and glucagon-like peptide-1 receptor agonist (GLP-1RAs). Several double-blind, randomized, placebo-controlled CVOT have been presented and published in the last decade (2008-2018). AIMS AND OBJECTIVES We systematically searched the database of PubMed and ClinicalTrials.gov from January 1, 2008 to December 31, 2018 using specific key words. Subsequently, we pooled the data of different cardiovascular endpoints and made a comparative forest plot using GraphPad software Inc. Prism Version 8, US. RESULTS AND CONCLUSION Saxagliptin, alogliptin, sitagliptin and linagliptin are CV neutral drugs. Saxagliptin showed a significantly higher hospitalization due to heart failure (HHF). Empagliflozin and canagliflozin have shown a significant reduction in composite of 3-point major cardiac adverse events (3P-MACE). Additionally, empagliflozin, canagliflozin and dapagliflozin significantly reduced the HHF and the composite of CV death or HHF. Moreover, empagliflozin showed significant reduction in CV- and all-cause death in patients with T2DM with established CV disease. While both exendin-backbone-based GLP-1RAs such as lixisenatide and extended-release exenatide were CV neutral; GLP-1-backbone-based GLP-1RAs such as liraglutide, semaglutide and albiglutide shown a significant reduction in the composite of 3-P MACE. Additionally, liraglutide shown a significant reduction in CV- and all-cause death. Moreover, semaglutide reduced non-fatal stroke and albiglutide reduced myocardial infarction, while extended-release exenatide reduced all-cause death; however, P value of significance for these outcomes should be considered nominal.
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Affiliation(s)
- Awadhesh K Singh
- Department of Endocrinology, G.D Hospital and Diabetes Institute, Kolkata, West Bengal, India
| | - Ritu Singh
- Department of Gynecology and Obstetrics, G.D Hospital and Diabetes Institute, Kolkata, West Bengal, India
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13
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Abstract
INTRODUCTION Since 2008 United State (US) food drug administration mandate, several newer anti-diabetic drugs (ADD) have undergone a mandatory cardiovascular (CV) outcome trial (CVOT) in type diabetes (T2DM) patients with high CV risk. These includes CVOT done with dipeptidyl-peptidase-4 inhibitors, sodium-glucose co-transporter-2 inhibitors and glucagon-like peptide-1 receptor agonist (GLP-1RAs). Several double-blind, randomized, placebo-controlled CVOT have been presented and published in the last decade (2008-2018). AIMS AND OBJECTIVES We systematically searched the database of PubMed and ClinicalTrials.gov from January 1, 2008 to December 31, 2018 using specific key words. Subsequently, we pooled the data of different cardiovascular endpoints and made a comparative forest plot using GraphPad software Inc. Prism Version 8, US. RESULTS AND CONCLUSION Saxagliptin, alogliptin, sitagliptin and linagliptin are CV neutral drugs. Saxagliptin showed a significantly higher hospitalization due to heart failure (HHF). Empagliflozin and canagliflozin have shown a significant reduction in composite of 3-point major cardiac adverse events (3P-MACE). Additionally, empagliflozin, canagliflozin and dapagliflozin significantly reduced the HHF and the composite of CV death or HHF. Moreover, empagliflozin showed significant reduction in CV- and all-cause death in patients with T2DM with established CV disease. While both exendin-backbone-based GLP-1RAs such as lixisenatide and extended-release exenatide were CV neutral; GLP-1-backbone-based GLP-1RAs such as liraglutide, semaglutide and albiglutide shown a significant reduction in the composite of 3-P MACE. Additionally, liraglutide shown a significant reduction in CV- and all-cause death. Moreover, semaglutide reduced non-fatal stroke and albiglutide reduced myocardial infarction, while extended-release exenatide reduced all-cause death; however, P value of significance for these outcomes should be considered nominal.
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Affiliation(s)
- Awadhesh K. Singh
- Department of Endocrinology, G.D Hospital and Diabetes Institute, Kolkata, West Bengal, India
| | - Ritu Singh
- Department of Gynecology and Obstetrics, G.D Hospital and Diabetes Institute, Kolkata, West Bengal, India
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14
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Abstract
In Japan, the choice of anti-diabetic medication is officially recommended according to the patient’s glycemic condition and disease phenotype, unlike most other regions where metformin is recommended as the first-line medication. There has been an increase in the number of available glucose-lowering agents, making it necessary to select these agents based on ever-improving evidence obtained from clinical trials. For the dipeptidyl peptidase-4 inhibitor class of drugs, nine drugs are currently available on the market in Japan. Although previous cardiovascular outcome trials (CVOTs) demonstrated non-inferiority for both major adverse cardiovascular events (MACEs) and safety for some drugs of the class, the design and results of the CARMELINA trial seemed to be slightly different from earlier trials in that it showed the drugs were safe and partially effective even in patients with renal impairment. Thus, recent CVOTs on newer glucose-lowering agents have mainly focused on the major impacts of individual classes and drugs on clinical outcomes behind their glucose-lowering action. The diverse features of the classes and individual drugs may have also highlighted not only the class-effects, but also the drug-effects of glucose-lowering agents. This will lead to clinical-based evidence and assist with optimum selection of the class and/or drug for tailored medication in patients with type 2 diabetes.
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Affiliation(s)
- Atsushi Tanaka
- Department of Cardiovascular Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan.
| | - Koichi Node
- Department of Cardiovascular Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
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15
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Pollock RF, Valentine WJ, Marso SP, Gundgaard J, Hallén N, Hansen LL, Tutkunkardas D, Buse JB. DEVOTE 5: Evaluating the Short-Term Cost-Utility of Insulin Degludec Versus Insulin Glargine U100 in Basal-Bolus Regimens for Type 2 Diabetes in the UK. Diabetes Ther 2018; 9:1217-1232. [PMID: 29713962 PMCID: PMC5984933 DOI: 10.1007/s13300-018-0430-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION The aim of this study was to evaluate the short-term cost-utility of insulin degludec (degludec) versus insulin glargine 100 units/mL (glargine U100) for the treatment of type 2 diabetes in the basal-bolus subgroup of the head-to-head cardiovascular (CV) outcome trial, DEVOTE. METHODS A cost-utility analysis was conducted over a 2-year time horizon using a decision analytic model to compare costs in patients receiving once daily degludec or glargine U100, both as part of a basal-bolus regimen, in addition to standard care. Clinical outcomes and patient characteristics were taken exclusively from DEVOTE, whilst health-related quality of life utilities and UK-specific costs (expressed in 2016 GBP) were obtained from the literature. The analysis was conducted from the perspective of the National Health Service. RESULTS Degludec was associated with mean cost savings of GBP 28.78 per patient relative to glargine U100 in patients with type 2 diabetes at high CV risk. Cost savings were driven by the reduction in risk of diabetes-related complications with degludec, which offset the higher treatment costs relative to glargine U100. Degludec was associated with a mean improvement of 0.0064 quality-adjusted life-years (QALYs) compared with glargine U100, with improvements driven predominantly by lower rates of severe hypoglycemia with degludec versus glargine U100. Improvements in quality-adjusted life expectancy combined with cost neutrality resulted in degludec being dominant over glargine U100. Sensitivity analyses demonstrated that the incremental cost-utility ratio was stable to variations in the majority of model inputs. CONCLUSION The present short-term modeling analysis found that for the basal-bolus subgroup of patients in DEVOTE, with a high risk of CV events, degludec was cost neutral (no additional costs) compared with glargine U100 over a 2-year time horizon in the UK setting. Furthermore, there were QALY gains with degludec, particularly due to the reduction in the risk of severe hypoglycemia. FUNDING Novo Nordisk A/S. TRIAL REGISTRATION ClinicalTrials.gov identifier, NCT01959529.
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Affiliation(s)
- Richard F Pollock
- Ossian Health Economics and Communications GmbH, Basel, Switzerland.
| | | | - Steven P Marso
- HCA Midwest Health Heart and Vascular Institute, Kansas City, MO, USA
| | | | | | | | | | - John B Buse
- University of North Carolina School of Medicine, Medicine/Endocrinology, Chapel Hill, NC, USA
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16
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Abstract
INTRODUCTION Since the inception of mandatory cardiovascular (CV) safety outcome trial (CVOT) promulgated by US FDA in 2008, seven trials have so far been published with three different classes of antidiabetic drugs in type 2 diabetes mellitus (T2DM). This mini-review aims to critically analyse these CVOTs in terms of different outcomes achieved. Areas covered: An electronic search pertaining to the subject was conducted till September 2016. The three CVOT conducted with saxagliptin, alogliptin and sitagliptin respectively, found them to be CV-neutral. However, both saxagliptin and alogliptin showed an increase in hospitalization due to heart failure (hHF), while sitagliptin had no such signal. The trial conducted with empagliflozin (EMPA-REG) found it to be superior in reducing major adverse cardiac events (MACE). The CVOT conducted with lixisenatide (ELIXA) was CV-neutral, but both liraglutide (LEADER) and semaglutide (SUSTAIN-6) demonstrated superiority in reducing MACE. Expert commentary: While EMPA-REG had robust reduction in the CV-death, all-cause death and hHF, there was a discordant non-significant increase in silent myocardial infarction (MI) (assessed in approximately 50% of patients) and non-fatal stroke. LEADER had concordant reduction in all CV endpoints. SUSTAIN-6 had most robust reduction in 3P-MACE, although no reduction in the CV-death, all-cause death and hHF were observed.
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Affiliation(s)
- Awadhesh Kumar Singh
- a Department of Endocrinology , G.D Hospital & Diabetes Institute , Kolkata , West Bengal , India
| | - Ritu Singh
- b Department of Gynecology , G.D Hospital & Diabetes Institute , Kolkata , West Bengal , India
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17
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Rutten GEHM, Tack CJ, Pieber TR, Comlekci A, Ørsted DD, Baeres FMM, Marso SP, Buse JB. LEADER 7: cardiovascular risk profiles of US and European participants in the LEADER diabetes trial differ. Diabetol Metab Syndr 2016; 8:37. [PMID: 27274772 PMCID: PMC4891842 DOI: 10.1186/s13098-016-0153-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 05/26/2016] [Indexed: 01/18/2023] Open
Abstract
AIMS To determine whether US and European participants in the Liraglutide Effect and Action in Diabetes: Evaluation of cardiovascular outcome Results (LEADER) trial differ regarding risk factors for cardiovascular mortality and morbidity. METHODS Baseline data, stratified for prior cardiovascular disease (CVD), were compared using multivariable logistic regression analysis to establish whether region is an independent determinant of achieved targets for glycated hemoglobin (HbA1c), blood pressure (BP), and low-density lipoprotein (LDL)-cholesterol. RESULTS Independent of CVD history, US participants were more often of non-White origin and had a longer history of type 2 diabetes, higher body weight, and higher baseline HbA1c. They had substantially lower systolic and diastolic BP, and a marginally lower LDL-cholesterol level. Fewer US participants were diagnosed with left ventricular dysfunction. In the largest group of patients, those with prior CVD and the highest cardiovascular risk, US participants were more often female, had a higher waist circumference, and had a decreased estimated glomerular filtration rate, but less frequently prior myocardial infarction or angina pectoris. CONCLUSIONS There were baseline differences between US and European participants. These differences may result from variation in regional targets for cardiovascular risk factor management, and should be considered in the analysis and reporting of the trial results. Clinical trial identifier: ClinicalTrials.gov, NCT01179048.
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Affiliation(s)
- Guy E. H. M. Rutten
- />Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, P.O. Box 85500, 3508 GA Utrecht, The Netherlands
| | - Cees J. Tack
- />Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Thomas R. Pieber
- />Division of Endocrinology and Metabolism, Medical University of Graz, Graz, Austria
| | - Abdurrahman Comlekci
- />Division of Endocrinology, Dokuz Eylul University Medical School, Inciralti, Izmir, Turkey
| | | | | | - Steven P. Marso
- />Department of Internal Medicine, UT Southwestern, Dallas, TX USA
| | - John B. Buse
- />Department of Medicine, The University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - on behalf of the LEADER Investigators
- />Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, P.O. Box 85500, 3508 GA Utrecht, The Netherlands
- />Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
- />Division of Endocrinology and Metabolism, Medical University of Graz, Graz, Austria
- />Division of Endocrinology, Dokuz Eylul University Medical School, Inciralti, Izmir, Turkey
- />Novo Nordisk, Søborg, Denmark
- />Department of Internal Medicine, UT Southwestern, Dallas, TX USA
- />Department of Medicine, The University of North Carolina School of Medicine, Chapel Hill, NC USA
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