Trajectories of weight and their impact on cardiac remodeling and function 16 years after bariatric surgery
Bibliographic record
Abstract
Abstract Introduction Obesity is a major risk factor for heart failure, particularly heart failure with preserved left ventricular (LV) ejection fraction. Surgical treatment of obesity have significant beneficial short-term effects on weight loss and on cardiac function; its long-term impact on cardiac remodeling and function remains largely unknown. Purpose We examine the long-term effect of bariatric surgery on cardiac remodeling and function in adults with preserved LV ejection fraction. Methods Forty-four individuals with severe obesity [body mass index (BMI) ≥35kg/m2] and preserved LV ejection fraction (≥50%) who underwent bariatric surgery (biliopancreatic diversion with duodenal switch [BPD-DS]) were included. Anthropometric measurements and echocardiography were obtained at baseline, 12 months and 16 years follow-up. Results Mean age of participants (71% female) was 44 ± 8 years and body mass index (BMI) 49.6 ± 6.1 kg/m2. Bariatric surgery led to marked weight reduction and significant improvements in obesity-related metabolic conditions/comorbidities (hypertension, dyslipidemia, type 2 diabetes). Mean percentage of weight loss at 12 months was 37.1 ± 7.0 %. Percentage of weight regain at 16 years averaged 8.9 ± 35.0 %. Bariatric surgery was associated with a significant reduction in indexed LV mass and LV hypertrophy (p <0.01), and improvement in LV diastolic function parameters (p <0.01) at 12 months. In many participants, cardiac remodeling parameters deteriorated at 16 years follow-up compared to the echocardiographic measurements taken at 12 months post-surgery. Prevalence of LV diastolic dysfunction increased at 16 years (81 vs. 38%; p<0.001), even after adjusting for age. Weight regain at 16 years (regaining >10% of weight lost; n=25; 57%) was not found to be associated with a worsening in cardiac remodeling compared to those who maintained weight loss, except for indexed LV mass (-9.3 ± 10.6 vs. -5.5 ± 7.8 g/m2.7; p=0.04) and LV end-diastolic diameter (-5.4 ± 4.0 vs. -3.5 ± 3.3 cm; p=0.01). Conclusion Bariatric surgery (BPD-DS) leads to durable long-term weight loss. Weight regain following bariatric surgery does not appear to have adverse effect on cardiac remodeling and function. Surgical treatment of obesity may be an effective and safe way to prevent clinical cardiac dysfunction and heart failure related to obesity.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".