MétaCan
Menu
Back to cohort
Record W4403479457 · doi:10.1093/eurheartj/ehae687

Mineralocorticoid receptor antagonists for atrial fibrillation prevention: effective solution or empty promise?

2024· article· en· W4403479457 on OpenAlexaff
Alireza Oraii, Jeff S. Healey, William F. McIntyre

Bibliographic record

VenueEuropean Heart Journal · 2024
Typearticle
Languageen
FieldMedicine
TopicHormonal Regulation and Hypertension
Canadian institutionsMcMaster UniversityPopulation Health Research Institute
Fundersnot available
KeywordsMedicineAtrial fibrillationMineralocorticoid receptorMineralocorticoidCardiologyInternal medicinePharmacologyReceptor

Abstract

fetched live from OpenAlex

This commentary refers to ‘Mineralocorticoid receptor antagonists and atrial fibrillation: a meta-analysis of clinical trials’, by A. Oraii et al., https://doi.org/10.1093/eurheartj/ehad811 and the discussion piece ‘Utility of mineralocorticoid receptor antagonists in reducing burden of atrial fibrillation’, by T. S. Rodrigues et al., https://doi.org/10.1093/eurheartj/ehae686. We thank Rodrigues et al. for their interest in our study,1 and raising two important discussion points regarding the utility of mineralocorticoid receptor antagonists (MRAs) for reducing the risk of atrial fibrillation (AF). First, the authors argue that patients with heart failure (HF)/left ventricular (LV) dysfunction receive a larger risk reduction than those without HF/LV dysfunction. Second, the authors mention the side effects associated with MRAs and their impact on decision-making. In this forum, we would like to elaborate on these arguments and their implications for future research. In our meta-analysis of randomized trials, the pooled estimate for the efficacy of MRAs in reducing AF events is mainly driven by the large landmark trials that used opportunistic rhythm monitoring strategies and considered AF as an adverse event or a secondary endpoint. Inclusion or exclusion of a single study assessing postoperative AF during a short follow-up period, with <10% weight in the pooled effect estimate, does not change any of the inferences.2 However, limitations of the original trial designs for ascertaining AF events are far more important for determining the certainty of the evidence. Of note, opportunistic AF ascertainment is of a greater concern in patients with HF/LV dysfunction considering that MRAs significantly reduced HF-related hospitalizations. As a result, the likelihood of detecting AF episodes may have been further diminished in the intervention arm of HF trials due to their decreased healthcare encounters compared with the control group. This can potentially overestimate the relative risk reduction with MRAs in patients with HF/LV dysfunction. Subgroup analysis of the included studies found no statistical evidence of differential efficacy in the relative treatment effect between patients with or without HF/LV dysfunction (interaction P-value = .48). Yet, the number needed to treat may be lower in patients with HF/LV dysfunction because of their higher baseline absolute risk of AF compared with those with other comorbidities (e.g. myocardial infarction or diabetes mellitus). Most importantly, the efficacy of MRAs for AF prevention is retained in patients without HF/LV dysfunction. This finding opens new opportunities to broaden the indications for MRAs, extending their use beyond HF treatment. A similar concept applies to sodium-glucose cotransporter 2 inhibitors, another pillar HF medication, that result in a similar relative reduction in AF events in patients with and without HF/LV dysfunction.3,4 However, Rodrigues et al. raise an important point that the benefits of therapy could be offset by medication side effects.5 These adverse effects can be mitigated by using more selective formulations or non-steroidal alternatives. Moreover, identifying patients at higher risk for AF who would achieve a greater absolute risk reduction can further guide treatment decisions. Although patients with established AF diagnosis are at higher risk of recurrence, it is yet unclear whether having AF on its own in the absence of HF/LV dysfunction is high risk enough to justify MRA therapy. Until future randomized trials, an individualized approach is needed in patients who do not meet the current indications and are at risk of developing AF. J.S.H. is supported by the Population Health Research Institute Stuart Connolly Chair in Cardiology Research at McMaster University; has received research grants from St. Jude Medical, Boehringer Ingelheim, Medtronic, Bristol-Myers Squibb/Pfizer, and Boston Scientific; and speaking fees from St. Jude Medical, Boston Scientific, and Medtronic, all outside of the current work. W.F.M. has received consulting fees from Trimedics and Atricture, as well as speaker fees from Servier, Bayer, and Eli Lilly, all outside of the current work. A.O. has no disclosures to report.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.676
Threshold uncertainty score0.359

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.063
GPT teacher head0.358
Teacher spread0.296 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueEuropean Heart JournalSame topicHormonal Regulation and HypertensionFrench-language works237,207