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Daily Report

Daily Cardiology Research Analysis

06/18/2025
3 papers selected
3 analyzed

Three impactful cardiology studies emerged: a prespecified analysis of a phase 3 RCT showed finerenone benefits in HFpEF/HFmrEF regardless of frailty; a machine-learning study redefined broad QRS phenotypes with prognostic differences that may refine CRT selection; and a randomized substudy of SCOT-HEART 2 found coronary CT angiography improves lifestyle adherence and acceptance of preventive therapy versus risk scoring.

Summary

Three impactful cardiology studies emerged: a prespecified analysis of a phase 3 RCT showed finerenone benefits in HFpEF/HFmrEF regardless of frailty; a machine-learning study redefined broad QRS phenotypes with prognostic differences that may refine CRT selection; and a randomized substudy of SCOT-HEART 2 found coronary CT angiography improves lifestyle adherence and acceptance of preventive therapy versus risk scoring.

Research Themes

  • Therapeutics across frailty in HFpEF/HFmrEF (finerenone)
  • AI phenotyping of conduction disease to refine risk and CRT selection
  • Imaging-guided prevention (CCTA) to improve adherence and therapy uptake

Selected Articles

1. Finerenone According to Frailty in Heart Failure: A Prespecified Analysis of the FINEARTS-HF Randomized Clinical Trial.

77Level IIRCT (prespecified secondary analysis)
JAMA cardiology · 2025PMID: 40531488

In this prespecified analysis of the phase 3 FINEARTS-HF RCT (n=5952), finerenone reduced total worsening heart failure events and cardiovascular death and improved symptoms in HFmrEF/HFpEF patients, with no heterogeneity by frailty class. Safety outcomes (hypotension, creatinine rise, hyper/hypokalemia) were not modified by frailty.

Impact: The study supports finerenone use across the frailty spectrum in HFmrEF/HFpEF, a common barrier to therapy adoption in older, vulnerable patients. It fills a critical evidence gap by showing consistent efficacy and safety irrespective of frailty.

Clinical Implications: Finerenone can be considered for HFmrEF/HFpEF regardless of frailty status, with routine monitoring for potassium and renal function but no need for frailty-specific restrictions. It supports equitable therapy in older, frail patients.

Key Findings

  • Finerenone reduced the composite of cardiovascular death and total worsening HF events without heterogeneity by frailty class (P for interaction=0.77).
  • Symptom improvement (KCCQ total symptom score) with finerenone was not modified by frailty.
  • Safety events (hypotension, creatinine increase, hyperkalemia, hypokalemia) did not differ by frailty status.

Methodological Strengths

  • Prespecified secondary analysis within a large phase 3 randomized clinical trial across 653 sites/37 countries
  • Standardized frailty assessment using the Rockwood cumulative deficit index

Limitations

  • Secondary analysis; not powered primarily for frailty subgroup interactions
  • Follow-up duration and absolute effect sizes per frailty class are limited in the abstract

Future Directions: Evaluate finerenone’s impact on hard outcomes and quality of life by frailty trajectories, and test pragmatic implementation strategies to improve uptake in frail HF populations.

IMPORTANCE: Patients with frailty are often perceived to have a less favorable benefit-risk profile for novel therapies and therefore may be less likely to receive these. OBJECTIVE: To examine the efficacy and safety of finerenone, compared with placebo, according to frailty status in patients with heart failure (HF) and mildly reduced ejection fraction (HFmrEF) or with HF and preserved ejection fraction (HFpEF). DESIGN, SETTING, AND PARTICIPANTS: This was a prespecified secondary analysis of a phase 3 randomized clinical trial, the Finerenone Trial to Investigate Efficacy and Safety Superior to Placebo in Patients With Heart Failure (FINEARTS-HF), conducted across 653 sites in 37 countries. Patients with HF with New York Heart Association functional class II through IV, a left ventricular ejection fraction of 40% or higher, evidence of structural heart disease, and elevated natriuretic peptide levels were randomized between September 2020 and January 2023. Data analysis was conducted from October 1 to November 30, 2024. INTERVENTION: Addition of once-daily finerenone or placebo to usual therapy. MAIN OUTCOMES AND MEASURES: The primary outcome was a composite of cardiovascular death and total worsening HF events. Frailty was measured using the Rockwood cumulative deficit approach. RESULTS: Of the 6001 patients randomized in FINEARTS-HF, a frailty index (FI) was calculable in 5952 patients (mean [SD] age, 72.0 [9.6] years; 3241 [54.4%] male). In total, 1588 patients (26.7%) had class I frailty (FI ≤0.210 [not frail]), 2141 (36.0%) had class II frailty (FI 0.211-0.310 [more frail]), and 2223 (37.3%) had class III frailty (FI ≥0.311 [most frail]). Compared with patients with class I frailty, those with class II and III frailty had a higher risk of the primary outcome (unadjusted rate ratio [RR], 1.88 [95% CI, 1.54-2.28] for class II and 3.86 [95% CI, 3.22-4.64] for class III). The effect of finerenone on the primary outcome did not vary significantly by frailty class (class I: RR, 1.07 [95% CI, 0.77-1.49]; class II: RR, 0.66 [95% CI, 0.52-0.83]; class III: RR, 0.91 [95% CI, 0.76-1.07]; P for interaction = .77). Frailty class did not modify the effects of finerenone on the components of the primary outcome, all-cause death, or improvement in the Kansas City Cardiomyopathy Questionnaire total symptom score. The effects of finerenone, compared with placebo, on experiencing hypotension, elevated creatinine level, hyperkalemia, or hypokalemia did not differ by frailty class. CONCLUSIONS AND RELEVANCE: In FINEARTS-HF, finerenone reduced the risk of total worsening HF events and cardiovascular death, and it improved symptoms; these effects were not modified by frailty status. In addition, the effects of finerenone on experiencing hypotension, elevated creatinine level, hyperkalemia, or hypokalemia did not differ by frailty status. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT04435626.

2. Revisiting Abnormalities of Ventricular Depolarization: Redefining Phenotypes and Associated Outcomes Using Tree-Based Dimensionality Reduction.

76Level IIIObservational cohort with machine learning
Journal of the American Heart Association · 2025PMID: 40530476

Using 1.1M ECGs for training and 42,538 broad-QRS ECGs for phenotyping, the authors identified six unsupervised phenogroups with distinct cardiovascular risks. A high-risk RBBB phenogroup had elevated cardiovascular mortality, and LBBB phenogroups showed differing risk, suggesting utility for refining CRT selection and follow-up.

Impact: This work introduces a scalable AI framework that redefines conduction disease phenotypes with prognostic relevance, potentially altering how patients are selected for CRT and monitored.

Clinical Implications: AI-derived phenogroups may guide CRT candidate selection among LBBB patients and identify high-risk RBBB patients for intensified evaluation and monitoring.

Key Findings

  • Unsupervised learning (VAE + reversed graph embedding) identified six broad-QRS phenogroups with heterogeneous cardiovascular risk.
  • A higher-risk RBBB phenogroup had increased cardiovascular death risk (adjusted HR ~1.46), while LBBB phenogroups showed differential outcomes.
  • The approach challenges conventional bundle-branch block categorization and suggests improved CRT patient selection.

Methodological Strengths

  • Very large-scale training dataset (≈1.1M ECGs) with disentangled latent features and high reconstruction accuracy
  • Data-driven unsupervised phenotyping capturing population heterogeneity beyond conventional labels

Limitations

  • Observational design limits causal inference and lacks a prospective interventional validation (e.g., CRT selection trial)
  • Generalizability depends on ECG sources and healthcare systems; external validation details are limited in the abstract

Future Directions: Prospective validation to test whether AI phenogroup-guided CRT selection improves outcomes, and integration with imaging/electrophysiology for mechanistic insights.

BACKGROUND: Abnormal ventricular depolarization, evident as a broad QRS complex on an ECG, is traditionally categorized into left bundle-branch block (LBBB) and right bundle-branch block or nonspecific intraventricular conduction delay. This categorization, although physiologically accurate, may fail to capture the nuances of diseases subtypes. METHODS: We used unsupervised machine learning to identify and characterize novel broad QRS phenogroups. First, we trained a variational autoencoder on 1.1 million ECGs and discovered 51 latent features that showed high disentanglement and ECG reconstruction accuracy. We then extracted these features from 42 538 ECGs with QRS durations >120 milliseconds and employed a reversed graph embedding method to model population heterogeneity as a tree structure with different branches representing phenogroups. RESULTS: Six phenogroups were identified, including phenogroups of right bundle-branch block and LBBB with varying risk of cardiovascular disease and mortality. The higher risk right bundle-branch block phenogroup exhibited increased risk of cardiovascular death (adjusted hazard ratio [aHR], 1.46 [1.30-1.63], CONCLUSIONS: Our findings challenge the current paradigm, highlighting the potential for these phenogroups to enhance cardiac resynchronization therapy patient selection for subjects with LBBB and guide investigation and follow-up strategies for subjects with higher risk right bundle-branch block.

3. CT Angiography, Healthy Lifestyle Behaviors, and Preventive Therapy: A Nested Substudy of the SCOT-HEART 2 Randomized Clinical Trial.

75.5Level IRCT (nested substudy)
JAMA cardiology · 2025PMID: 40531507

In 400 asymptomatic adults randomized to CCTA vs guideline-based risk scoring, CCTA tripled the odds of meeting a composite healthy lifestyle endpoint at 6 months and increased acceptance of recommended preventive therapy despite fewer recommendations overall. Antiplatelet use was substantially higher after CCTA, with modest risk factor improvements driven by CT-defined atheroma.

Impact: Demonstrates that visualizing coronary atheroma via CCTA improves lifestyle adherence and acceptance of prevention compared with abstract risk scores, informing pragmatic prevention strategies.

Clinical Implications: CCTA can be considered to personalize prevention by improving patient engagement and acceptance of therapy, especially when CT-defined atheroma is present; outcome trials are needed to confirm event reduction.

Key Findings

  • CCTA increased odds of meeting the composite lifestyle endpoint at 6 months vs risk scoring (17% vs 6%; OR 3.42, 95% CI 1.63–6.94).
  • Fewer participants received preventive therapy recommendations after CCTA (51% vs 75%), but acceptance was higher (77% vs 46%).
  • Antiplatelet use was much higher in the CCTA arm (40% vs 0.5%); modest risk factor improvements were driven by those with CT-defined atheroma.

Methodological Strengths

  • Randomized design with pragmatic primary care screening and prespecified composite lifestyle endpoint
  • High adherence to follow-up with clear behavioral and therapeutic acceptance measures

Limitations

  • Short 6-month follow-up and behavioral endpoints; no adjudicated clinical events
  • Single-nation setting may limit generalizability; increased antiplatelet use warrants careful risk-benefit assessment

Future Directions: Test whether CCTA-guided prevention reduces hard cardiovascular events and define optimal thresholds for initiating antiplatelet therapy in primary prevention.

IMPORTANCE: Healthy lifestyles and uptake of primary preventive therapies for cardiovascular disease remain poor. OBJECTIVE: To determine the impact of coronary computed tomography (CT) angiography on healthy lifestyle behaviors, acceptance of recommended treatments, and modification of risk factors as compared with guideline-directed cardiovascular risk scoring. DESIGN, SETTING, AND PARTICIPANTS: This was a nested substudy conducted from September 2020 to August 2024 of a randomized clinical trial where participants underwent cardiovascular risk scoring or coronary CT angiography. Primary care-based screening took place in Scotland. Included in the analysis were asymptomatic individuals aged 40 to 70 years without known cardiovascular disease and with at least 1 cardiovascular risk factor. Study data were analyzed from August to September 2024. INTERVENTIONS: All participants received lifestyle advice with additional recommendations for moderate-intensity statin therapy if the 10-year cardiovascular risk was greater than or equal to 10% or combined antiplatelet and at least moderate-intensity statin therapies if coronary atherosclerosis was identified on CT angiography. MAIN OUTCOMES AND MEASURES: The composite primary outcome was compliance with the National Institute for Health and Care Excellence recommendations for diet, body mass index, smoking, and physical exercise at 6 months. RESULTS: Between September 2020 and January 2024, 400 participants were enrolled (median [IQR] age, 62 [56-65] years; 198 female [49.5%]; median [IQR] 10-year cardiovascular risk, 14% [9%-19%]) with 195 randomized to cardiovascular risk scoring and 205 to coronary CT angiography. At 6 months, those who underwent CT angiography were more likely to meet the primary composite end point (17% [33 of 194 participants] vs 6% [10 of 177 participants]; odds ratio, 3.42; 95% CI, 1.63-6.94; P < .001). Compared with cardiovascular risk scoring, fewer participants were recommended preventive therapy after CT angiography (51% [105 of 205 participants] vs 75% [147 of 195 participants]; P < .001), but acceptance of recommendations was higher (77% [81 of 105 participants] vs 46% [68 of 147 participants]; P < .001). This resulted in similar use of lipid-lowering therapy (44% [90 of 205 participants] vs 35% [69 of 195 participants]; OR, 1.43; 95% CI, 0.96-2.15; P = .08) and greater use of antiplatelet therapy in those randomized to CT angiography (40% [83 of 205 participants] vs 0.5% [1 of 195 participants]; P < .001). Participants randomized to coronary CT angiography had small incremental improvements in risk factors and 10-year cardiovascular risk, largely driven by those with CT-defined coronary atheroma. CONCLUSIONS AND RELEVANCE: Results of this cohort study reveal that compared with cardiovascular risk scoring, coronary CT angiography was associated with modest improvements in healthier lifestyle behaviors, acceptance of recommended preventive therapy, and risk factor modification. Whether this strategy reduces coronary events remains to be established.