ReviewDiabetes, obesity & metabolism2019
Incorporating and interpreting regulatory guidance on estimands in diabetes clinical trials: The PIONEER 1 randomized clinical trial as an example.
Review in Diabetes, obesity & metabolism, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It reports registered trial NCT02906930. Cited by 38 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Efficacy and Safety of Oral Semaglutide Versus Placebo in Subjects With Type 2 Diabetes Mellitus Treated With Diet and Exercise Only.
Open the trial in the graphWho cites it
38 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Evaluating how clear the questions being investigated in randomised trials are: systematic review of estimands.BMJ (Clinical research ed.) · 2022Pooled it
- An Indirect Treatment Comparison of Semaglutide 2.0 mg vs Dulaglutide 3.0 mg and 4.5 mg Using Multilevel Network Meta-regression.The Journal of clinical endocrinology and metabolism · 2022 · on this mapPooled it
- Efficacy and safety of oral semaglutide in Japanese patients with type 2 diabetes: A subgroup analysis by baseline variables in the PIONEER 9 and PIONEER 10 trials.Journal of diabetes investigation · 2022Trial
- Efficacy and safety of oral semaglutide by baseline age in Japanese patients with type 2 diabetes: A subgroup analysis of the PIONEER 9 and 10 Japan trials.Diabetes, obesity & metabolism · 2022Trial
- Efficacy and safety of oral semaglutide in Japanese patients with type 2 diabetes: A post hoc subgroup analysis of the PIONEER 1, 3, 4 and 8 trials.Diabetes, obesity & metabolism · 2021 · on this mapTrial
- A Randomized, Open-Label Comparison of Once-Weekly Insulin Icodec Titration Strategies Versus Once-Daily Insulin Glargine U100.Diabetes care · 2021Trial
- Efficacy and Safety of Dulaglutide 3.0 mg and 4.5 mg Versus Dulaglutide 1.5 mg in Metformin-Treated Patients With Type 2 Diabetes in a Randomized Controlled Trial (AWARD-11).Diabetes care · 2021Trial
- Long-term efficacy and safety of oral semaglutide and the effect of switching from sitagliptin to oral semaglutide in patients with type 2 diabetes: a 52-week, randomized, open-label extension of the PIONEER 7 trial.BMJ open diabetes research & care · 2020 · on this mapTrial
- Liraglutide as add-on to sodium-glucose co-transporter-2 inhibitors in patients with inadequately controlled type 2 diabetes: LIRA-ADD2SGLT2i, a 26-week, randomized, double-blind, placebo-controlled trial.Diabetes, obesity & metabolism · 2020 · on this mapTrial
- Efficacy, Safety, and Tolerability of Oral Semaglutide Versus Placebo Added to Insulin With or Without Metformin in Patients With Type 2 Diabetes: The PIONEER 8 Trial.Diabetes care · 2019 · on this mapTrial
- Real-world effectiveness, safety, and quality of life of biosynthetic semaglutide in Pakistani adults with type 2 diabetes mellitus: a study protocol.Journal of pharmaceutical policy and practice · 2026Article
- Article
- Using the ICH estimand framework to improve the interpretation of treatment effects in internet interventions.NPJ digital medicine · 2025Review
- Article
- Article
- Beyond Weight Loss: Added Benefits Could Guide the Choice of Anti-Obesity Medications.Current obesity reports · 2023Review
- A new era for oral peptides: SNAC and the development of oral semaglutide for the treatment of type 2 diabetes.Reviews in endocrine & metabolic disorders · 2022Review
- Changes in Glucose Metabolism and Glycemic Status With Once-Weekly Subcutaneous Semaglutide 2.4 mg Among Participants With Prediabetes in the STEP Program.Diabetes care · 2022Article
- Efficacy and safety of oral semaglutide by subgroups of patient characteristics in the PIONEER phase 3 programme.Diabetes, obesity & metabolism · 2022 · on this mapArticle
- The Cost-Effectiveness of Oral Semaglutide in Spain: A Long-Term Health Economic Analysis Based on the PIONEER Clinical Trials.Advances in therapy · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Regulatory guidelines describe the use of estimands in designing and conducting clinical trials. Estimands ensure alignment of the objectives with the design, conduct and analysis of a trial. An estimand is defined by four inter-related attributes: the population of interest, the variable (endpoint) of interest, the way intercurrent events are handled and the population level summary. A trial may employ multiple estimands to evaluate treatment effects from different perspectives in order to address different scientific questions. As estimands may be an unfamiliar concept for many clinicians treating diabetes, this paper reviews the estimand concept and uses the PIONEER 1 phase 3a clinical trial, which investigated the efficacy and safety of oral semaglutide vs placebo, as an example of the way in which estimands can be implemented and interpreted. In the PIONEER 1 trial, two estimands were employed for each efficacy endpoint and were labelled as: (a) the treatment policy estimand, used to assess the treatment effect regardless of use of rescue medication or discontinuation of trial product, and provides a broad perspective of the treatment effect in the population of patients with type 2 diabetes in clinical practice; and (b) the trial product estimand, used to assess the treatment effect if all patients had continued to use trial product for the planned duration of the trial without rescue medication, thereby providing information on the anticipated treatment effect of the medication. Both approaches are complementary to understanding the effect of the studied treatments.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.