Semaglutide and Exercise Function in Obesity-Related HFpEF
Bibliographic record
Abstract
BACKGROUND: Exercise function quantified by 6-minute walk distance (6MWD) is severely impaired in patients with heart failure with preserved ejection fraction (HFpEF). OBJECTIVES: This prespecified secondary analysis of pooled data from the STEP-HFpEF Program (Research Study to Investigate How Well Semaglutide Works in People Living With Heart Failure and Obesity) examined factors associated with impaired exercise function at baseline, detailed effects of semaglutide on 6MWD, and on other key trial endpoints according to baseline 6MWD in patients with HFpEF. METHODS: Associates of 6MWD were assessed at baseline, and effects of semaglutide on 6MWD were evaluated at early (20 weeks) and final (52 weeks) time points, across subgroups, and according to the magnitude of weight loss achieved. Effects of semaglutide on the dual primary (changes in Kansas City Cardiomyopathy Questionnaire-Clinical Summary Score [KCCQ-CSS] and body weight) and secondary/exploratory endpoints were contrasted by tertiles of baseline 6MWD. RESULTS: = NS). Each 1-unit decrease in body mass index on treatment with semaglutide was associated with a 4.1 m (95% CI: 2.4-5.7 m) increase in 6MWD (P < 0.0001). CONCLUSIONS: In patients with obesity-related HFpEF, impaired 6MWD is most strongly associated with excess adiposity, congestion, and inflammation. Semaglutide-mediated improvements in HF-related symptoms, physical limitations, and exercise function were consistent across the spectrum of baseline 6MWD, observed as early as 20 weeks after the initiation of treatment, preceding maximal weight loss. The effects were consistent across subgroups. There was strong correlation between greater magnitude of weight loss and greater improvements in 6MWD. (Research Study to Investigate How Well Semaglutide Works in People Living With Heart Failure and Obesity [STEP-HFpEF], NCT04788511; Research Study to Look at How Well Semaglutide Works in People Living With Heart Failure, Obesity and Type 2 Diabetes [STEP-HFpEF DM], NCT04916470).
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".