Comprehensive stress echocardiography uncovers the heterogenity of phenotypes in non-ischemic heart failure with abnormal ejection fraction
Bibliographic record
Abstract
Abstract Background Heart failure (HF) with abnormal left ventricular (LV) ejection fraction (EF) manifests in multiple phenotypes, each presenting distinct and potentially actionable therapeutic targets. This study aimed to assess the potential of the ABCDE+ stress echocardiography (SE) protocol in uncovering different phenotypes of non-ischemic HF. Methods With a retrospective analysis of prospectively acquired data, we identified 265 patients (mean age: 65.7±12.6 years; 154 males, 59.9%) with non-ischemic HF with EF<50% (mean =41.4±7.5) enrolled by 23 certified laboratories between 2021 and 2023. Ischemic origin was excluded based on data of angiography and medical history. ABCDE-SE was evaluated with exercise (n=98, 37.0%), dobutamine (n=50, 18.9%), or vasodilators (n=117, 44.1%). The protocol consisted of several steps: A assessed regional wall motion abnormality (RWMA); B evaluated number of B-lines; C measured left ventricular contractile reserve; Step D with coronary flow velocity reserve (CFVR) in the left anterior descending artery (LAD) was completed in 102 patients (38.5%); step E assessed heart rate reserve. Additionally, step F (evaluated in 188 patients at rest and 107 at peak stress) noted the presence of rest or stress-induced moderate-to-severe secondary mitral regurgitation. The SE response was graded on a scale from 0 (all steps normal) to 5 (all ABCDE+ steps abnormal). Results The mean ABCDE score was 1.5±1.2, ranging from 0 (n=59, 22.3%) to 5 (n=2, 0.8%) (see distribution of scores in Figure 1A). Abnormal results were observed in 21 subjects (7.9%) for A, 86 (32.5 %) for B, 147 (55.5%) for C, 42/102 (41.2%) for D, and 101 (38.1%) for E steps. Step F was abnormal in 22/188 (11.8%) at rest and in 16/107 (14.9%) at peak stress. The predominant "solitary phenotypes" (only one step abnormal) were impaired LV contractile function phenotype (step C in 47, 51.1%) followed by chronotropic insufficiency (step E in 17, 18.5%) and congestive phenotype (step B in 17, 18.5%) (see Figure 1B). The most frequent combined phenotype was BCE – congestive phenotype with impaired ventricular and heart rate reserves (28 [62.2%]). Notably, 38 patients (14.3%) demonstrated improved regional contractility, while 27 patients (10.2%) showed new regional wall motion abnormality (see Table). Conclusion Non-ischemic HF patients with abnormal EF exhibit a broad spectrum of phenotypes. Impaired left ventricular contractility, interstitial congestion, and chronotropic insufficiency are the most frequent abnormalities detected by ABCDE-SE. Up to one-quarter of such patients demonstrate normal SE results. This comprehensive approach paves the way for personalized, SE-guided therapy.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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".