The effect of first intervention on cardiac parameters in patients with acromegaly: a systematic review
Bibliographic record
Abstract
OBJECTIVE: Cardiovascular disease in acromegaly patients remains a major cause of morbidity and all-cause mortality. This systematic review investigates the effect of the first growth hormone-lowering intervention on cardiac parameters. DESIGN: Systematic review. METHODS: Studies evaluating cardiac parameters following the first intervention in acromegaly published up to February, 25, 2022 were included in this systematic review. Risk of bias was assessed using a modified Newcastle-Ottawa Scale and Joanna Briggs Institute Critical Appraisal Checklist. Primary treatment modalities included (transsphenoidal) surgery and medical treatment with first-generation somatostatin receptor ligands. Cardiac outcome measures were divided into cardiac structure (left ventricular hypertrophy [LVH], [indexed] left ventricular mass [LVM/LVMi]) and cardiac function (left ventricular ejection fraction [LVEF] and E/A ratio). RESULTS: Twenty-six studies (17 cohort studies and 9 case reports) were included out of 2541 potential studies. The risk of bias analysis categorized, 24 studies as low risk and 2 studies as intermediate risk. Disease-associated changes in cardiac structure and function generally improved in most studies following primary treatment. Left ventricular mass/left ventricular mass index significantly decreased in 9/15 studies and the prevalence of LVH in 3/13 studies. Left ventricular ejection fraction significantly increased in 9/14 studies and the E/A ratio in 6/7 studies. Despite the limited number of studies, cardiac structure improved more in patients achieving biochemical remission than in those failing to achieve biochemical remission. CONCLUSIONS: Acromegaly associated structural and functional myocardial changes improve with both medical and surgical treatment. Normalizing or even reducing growth hormone/insulin-like growth factor 1 levels may be key in the prevention of further progression of cardiac involvement in acromegaly and adverse cardiac outcomes.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| 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".