Oral Semaglutide Use in Type 2 Diabetes: A Pooled Analysis of Clinical and Patient-Reported Outcomes from Seven PIONEER REAL Prospective Real-World Studies
Why this work is in the frame
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Bibliographic record
Abstract
Oral semaglutide is a glucagon-like peptide 1 receptor agonist (GLP-1RA) approved for improving glycemic control in adults with type 2 diabetes (T2D). The PIONEER REAL program evaluates clinical and patient-reported outcomes of oral semaglutide treatment as part of routine clinical practice across 13 countries. Here, data from Canada, Denmark, Italy, the Netherlands, Sweden, Switzerland, and the UK are pooled and analyzed to address treatment satisfaction as well as glycated hemoglobin (HbA 1C ) and body weight changes in relevant subgroup analyses. This pooled analysis encompasses seven country-specific, non-interventional, multicenter, phase 4, prospective, single-arm clinical studies assessing the use of oral semaglutide in adults with T2D. Primary endpoint was the change in HbA 1C from baseline to end of study (EOS), and secondary endpoints included changes in body weight and treatment satisfaction. For the analyses, results were stratified by age, T2D duration, and oral semaglutide dose at EOS as well as baseline HbA 1C , body weight, and body mass index. Oral semaglutide treatment was initiated by 1615 participants. At EOS, 1222 (76%) participants out of the 1483 (92%) who completed the study were on treatment. Estimated changes in HbA 1C and body weight from baseline to week 38 were − 1.0%-point (95% CI − 1.08 to − 0.97; P < 0.0001) and − 5.0% (CI − 5.37 to − 4.72; P < 0.0001). Treatment satisfaction increased significantly during the study. Shorter T2D duration interacted with higher HbA 1C reduction and body weight loss. Interaction was also observed between higher baseline HbA 1C and more pronounced decrease in HbA 1C . No significant interactions were detected between clinical outcomes and age or physician setting. The PIONEER REAL pooled analysis shows that people initiating oral semaglutide treatment experience improved glycemic control and body weight loss across age groups and T2D duration. This occurs regardless of specialist or primary care practice setting and is accompanied by an increased treatment satisfaction. NCT04559815 (Canada), NCT04537637 (Denmark), NCT05230615 (Italy), NCT04601740 (the Netherlands), NCT04601753 (Sweden), NCT04537624 (Switzerland), NCT04862923 (UK).
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it