An Indirect Treatment Comparison of Semaglutide 2.0 mg vs Dulaglutide 3.0 mg and 4.5 mg Using Multilevel Network Meta-regression

Implementing Multilevel Network Meta-Regression for Time-To-Event Outcomes: A Case Study in Relapsed Refractory Multiple Myeloma

OBJECTIVES

Multilevel network meta-regression (ML-NMR) leverages individual patient data (IPD) and aggregate data from a network of randomized controlled trials (RCTs) to assess the comparative efficacy of multiple treatments, while adjusting for between-study differences. We provide an overview of ML-NMR for time-to-event outcomes and apply it to an illustrative case study, including example R code.

METHODS

The case study evaluated the comparative efficacy of idecabtagene vicleucel (ide-cel), selinexor+dexamethasone (Sd), belantamab mafodotin (BM), and conventional care (CC) for patients with triple-class exposed relapsed/refractory multiple myeloma in terms of overall survival. Single-arm clinical trials and real-world data were naively combined to create an aggregate data artificial RCT (aRCT) (MAMMOTH-CC versus DREAMM-2-BM versus STORM-2-Sd) and an IPD aRCT (KarMMa-ide-cel versus KarMMa-RW-CC). With some assumptions, we incorporated continuous covariates with skewed distributions, reported as median and range. The ML-NMR models adjusted for number of prior lines, triple-class refractory status, and age and were compared using the leave-one-out information criterion. We summarized predicted hazard ratios and survival (95% credible intervals) in the IPD aRCT population.

RESULTS

The Weibull ML-NMR model had the lowest leave-one-out information criterion. Ide-cel was more efficacious than Sd, BM, and CC in terms of overall survival. Effect modifiers had minimal impact on the model, and only triple-class refractory was a prognostic factor.

CONCLUSIONS

We demonstrate an application of ML-NMR for time-to-event outcomes and introduce code that can be used to aid implementation. Given its benefits, we encourage practitioners to utilize ML-NMR when population adjustment is necessary for comparisons of multiple treatments.

Reduced Efficacy of Glucagon-Like Peptide-1 Receptor Agonists Therapy in People With Type 1 Diabetes and Genetic Forms of Obesity

BACKGROUND

Once weekly Glucagon-Like Peptide-1 Receptor Agonists (GLP-1 RA) have been shown to improve glycemic outcomes and cause significant weight loss. However, 9% to 27% of individuals have little or no response to these drugs. In this article, we investigated the efficacy of GLP-1 RA therapy among adults with type 1 diabetes and obesity likely related to genetic mutations compared with obesity likely unrelated to genetic mutations.

METHODS

In this retrospective study, we compared body weight and glycated hemoglobin (HbA1c) change with the use of GLP-1 RA therapy (including a dual agonist, Tirzepatide) over six months among adults with type 1 diabetes and obesity likely (n = 11, median age 39.5 years with a median BMI of 43.0 kg/m2) versus unlikely related to genetic mutation(s) (n = 15, median age 45.8 years with a median BMI of 38.7 kg/m2).

RESULTS

Six months of GLP-1 RA treatment resulted in a numerically lower reduction of weight (-5.75 ± 9.46 kg vs -8.65 ± 9.36 kg, P = .44) and HbA1c (-0.28 ± 0.96% vs -0.43 ± 0.57%, P = .64) among individuals with obesity likely versus unlikely related to a genetic mutation(s), respectively. Fewer individuals with genetic obesity met goal weight loss ≥5% or HbA1c decrease ≥0.4% than did individuals with obesity unlikely related to a genetic cause (36.4% vs 80.0%, P = .04).

CONCLUSIONS

The weight loss and glycemic lowering effects of GLP-1 RA therapy may be decreased in people with type 1 diabetes and obesity likely related to genetic causes. Further research is needed to understand GLP-1 RA mechanisms via energy regulating genes.

Glycemic Control, Weight Management, Cardiovascular Safety, and Cost-Effectiveness of Semaglutide for Patients with Type 2 Diabetes Mellitus: A Rapid Review and Meta-analysis of Real-World Studies

INTRODUCTION

Semaglutide is a high-profile glucose-lowering drug that medical decision-makers have acknowledged in recent years. This rapid review aims to provide evidence-based clinical recommendations for the treatment of type 2 diabetes mellitus (T2DM) with semaglutide.

METHODS

We conducted a rapid review of randomized controlled trial (RCT)-based meta-analyses (MAs) and systematic reviews (SRs) of cost-effectiveness analyses (CEAs) compared to other glucagon-like peptide-1 receptor agonists (GLP-1 RAs) or placebo in patients with T2DM. Prospective cohort real-world studies (RWS) were also retrieved and subjected to MA. Four databases, including PubMed, the Cochrane Library, Embase, and ISPOR, were searched from inception to 5 March 2023. The outcomes of interest were hemoglobin A1c (HbA1c), body weight, major adverse cardiovascular events (MACE), and economic outcomes such as quality-adjusted life-years and total cost.

RESULTS

We identified 33 publications: 22 RCT-based MAs, 1 SR of CEAs, and 10 RWS. Evidence showed that semaglutide at usual doses was associated with superior reductions in HbA1c and weight compared to most GLP-1 RAs in patients with T2DM who were drug naive, receiving basal insulin, or using oral hypoglycemic agents, and it was also associated with a lower number of MACE and was more cost-effective. Further, once-weekly semaglutide resulted in a significant reduction in HbA1c levels (-1.1%) and body weight (-4.88 kg) in routine clinical practice.

CONCLUSIONS

This review consolidates the positive current evidence base for prescribing semaglutide to patients with T2DM, but further rigorous studies are still urgently required to develop practice guidelines as innovative drugs become commercially available.

Glucagon-like peptide agonists: A prospective review

BACKGROUND

Glucagon-like peptide-1 receptor agonists (GLP-1RAs) have emerged as promising therapeutic options for addressing Type-2 diabetes, obesity, and related conditions. Among these, semaglutide, tirzepatide, liraglutide etc., all notable GLP-1RA, have gained attention owing to their favourable pharmacological properties and clinical efficacy.

AIMS

This comprehensive review aims to provide a detailed analysis of both the currently available GLP-1RAs in the market and those undergoing clinical trials. The focus is on examining their mechanism of action, pharmacokinetics, efficacy in glycemic control and weight management, safety profile, and potential applications.

MATERIALS & METHODS

The review employs a systematic approach to gather information on GLP-1RAs. Relevant literature from the currently literature and ongoing clinical trials is thoroughly examined. Detailed scrutiny is applied to understand the mechanism of action, pharmacokinetic properties, and clinical outcomes of these agents.

RESULTS

The review presents a comprehensive overview of the GLP-1RAs, highlighting their distinct mechanisms of action, pharmacokinetic profiles, and clinical effectiveness in glycemic control and weight management. Safety profiles are also discussed, providing a holistic understanding of these therapeutic agents.

DISCUSSION

The findings are discussed in the context of advancements in the field of GLP-1RAs. Potential applications beyond diabetes and obesity are explored, shedding light on the broader implications of these agents in managing related conditions.

CONCLUSION

In conclusion, this review underscores the significance of GLP-1RAs, with a specific focus on semaglutide, in the management of type 2 diabetes, obesity, and beyond. By synthesizing information on their mechanisms, pharmacokinetics, efficacy, and safety, this review provides valuable insights into the potential benefits these agents offer, contributing to the ongoing discourse in the field.

Semaglutide and cancer: A systematic review and meta-analysis

BACKGROUND

French national health care insurance system database has suggested 1-3 years use of glucagon like peptide-1 receptor agonists (GLP1RA) (exenatide, liraglutide and dulaglutide) may be linked with increased occurrence of thyroid cancer. Similar data on semaglutide is not-available. Hence, we undertook this systematic review to look at the safety of semaglutide focussing on different cancers.

METHODS

Databases were searched for randomized controlled trials (RCTs) and real-world studies involving patients receiving semaglutide in the intervention-arm. Primary outcome was to evaluate the occurrence of pancreatic and thyroid cancers. Secondary outcomes were to the evaluate occurrence of any other malignancies or severe adverse-events.

RESULTS

Data from 37 RCTs and 19 real-world studies having 16,839 patients in placebo-control group, 16,550 patients in active-control group and 13,330 patients in real-world studies were analysed. Compared to placebo, occurrence of pancreatic cancer [OR 0.25 (95%CI: 0.03-2.24); P = 0.21], thyroid cancer [OR 2.04 (95%CI: 0.33-12.61); P = 0.44; I2 = 0%] and all neoplasms (benign, malignant and otherwise unspecified) [OR 0.95 (95%CI:0.62-1.45); P = 0.82; I2 = 0%] was similar in the semaglutide group. Compared to active controls, occurrence of pancreatic cancer [OR 0.40 (95%CI:0.09-1.87); P = 0.26; I2 = 0%], thyroid cancer [OR 1.19 (95%CI:0.15-9.66); P = 0.87; I2 = 0%] and all neoplasms (benign, malignant and otherwise unspecified) [OR 0.91 (95% CI: 0.44-1.89); P = 0.79; I2 = 0%] were similar in the semaglutide group. Real-world data analysis revealed single case each of pancreatic cancer and B-cell lymphoma.

CONCLUSION

Semaglutide use in RCTs and real-world studies was not associated with an increased risk of any types of cancer, and this conclusion is supported by a high grade of evidence.

Efficacy of tirzepatide 5, 10 and 15 mg versus semaglutide 2 mg in patients with type 2 diabetes: An adjusted indirect treatment comparison

AIM

To conduct an adjusted indirect treatment comparison (aITC) of the efficacy of tirzepatide 5/10/15 mg versus semaglutide 2 mg in patients with type 2 diabetes.

MATERIALS AND METHODS

The primary analysis was a Bucher aITC of the change from baseline at week 40 in HbA1c (%) and body weight (kg). Aggregate data from the SURPASS-2 study that met the HbA1c inclusion criterion of the SUSTAIN FORTE study and from SUSTAIN FORTE metformin-only treated patients were used for primary analysis.

RESULTS

The SURPASS-2 refined population comprised 238/245/240 and 240 participants for tirzepatide 5/10/15 mg and semaglutide 1 mg, respectively. The SUSTAIN FORTE metformin-only population comprised 222 and 227 participants for semaglutide 1 and 2 mg, respectively. In this aITC, tirzepatide 10 and 15 mg significantly reduced HbA1c versus semaglutide 2 mg with an estimated treatment difference (ETD) of -0.36% (95% confidence interval [CI] -0.63, -0.09) and -0.4% (95% CI -0.67, -0.13), respectively. Tirzepatide 10 and 15 mg significantly reduced body weight versus semaglutide 2 mg with an ETD of -3.15 kg (95% CI -4.84, -1.46) and -5.15 kg (95% CI -6.85, -3.45), respectively. There were no significant differences between tirzepatide 5 mg and semaglutide 2 mg on change from baseline in HbA1c and body weight.

CONCLUSIONS

In this aITC, HbA1c and weight reductions were significantly greater for tirzepatide 10 and 15 mg versus semaglutide 2 mg and were similar for tirzepatide 5 mg versus semaglutide 2 mg. These findings provide comparative effectiveness insights in the absence of a head-to-head clinical trial.

Cardiovascular effects of incretins - focus on GLP-1 receptor agonists

GLP-1 receptor agonists (GLP-1 RAs) have been used to treat patients with type 2 diabetes since 2005 and have become popular because of the efficacy and durability in relation to glycaemic control in combination with weight loss in most patients. Today in 2022, seven GLP-1 RAs, including oral semaglutide are available for treatment of type 2 diabetes. Since the efficacy in relation to reduction of HbA1c and body weight as well as tolerability and dosing frequency vary between agents, the GLP-1 RAs cannot be considered equal. The short acting lixisenatide showed no cardiovascular benefits, while once daily liraglutide and the weekly agonists, subcutaneous semaglutide, dulaglutide, and efpeglenatide, all lowered the incidence of cardiovascular events. Liraglutide, oral semaglutide and exenatide once weekly also reduced mortality. GLP-1 RAs reduce the progression of diabetic kidney disease. In the 2019 consensus report from EASD/ADA, GLP-1 RAs with demonstrated cardio-renal benefits (liraglutide, semaglutide and dulaglutide) are recommended after metformin to patients with established cardiovascular diseases or multiple cardiovascular risk factors. European Society of Cardiology (ESC) suggests starting with a SGLT-2 inhibitor or a GLP-1 RA in drug naïve patients with type 2 diabetes and atherosclerotic CVD or high CV Risk. However, the results from cardiovascular outcome trials (CVOT) are very heterogeneous suggesting that some GLP-1RA are more suitable to prevent CVD than others. The CVOTs provide a basis upon which individual treatment decisions for patients with T2D and CVD can be made.

[New therapeutic developments in the treatment of type 2 diabetes mellitus]

Diabetes mellitus has become a widespread disease worldwide. In recent years, there has been a rapid development of therapeutic options in the field of diabetology. Many new drugs and therapeutic strategies are now available or will be available in the near future, which have the potential to significantly improve the care of patients even if they do not have diabetes. In this article, we would like to present the latest therapeutic options and possible further applications. The article focuses, among other things, on the new findings of SGLT-2-inhibitors in cardiac and chronic renal failure and the further development of incretin-based drugs toward dual GIP/GLP-1-receptor agonists. Once-weekly insulin and the selective mineralocorticoid receptor antagonist finerenone will also be presented.