cardiovascular medicine papers

Cardiovascular medicine focuses on the heart and blood vessels, exploring how to prevent, diagnose, and treat conditions that affect our circulation. This vital field ranges from understanding high blood pressure and heart failure to investigating the latest breakthroughs in surgical techniques and lifestyle interventions. Because these discoveries directly impact public health, staying informed about emerging research is more important than ever for both specialists and curious readers.

At Gist.Science, we process every new preprint in this category as it appears on medRxiv, ensuring you have immediate access to the latest findings before they undergo formal peer review. For each study, we provide both a plain-language explanation to clarify the core concepts and a detailed technical summary for those seeking deeper scientific context. Below are the latest papers in cardiovascular medicine, organized to help you navigate the most recent developments shaping the future of heart health.

📄 cardiovascular medicine

Nationwide Functional Profiling Enables Clinical Reclassification of KCNH2 Variants in the French LQT2 Population

This nationwide study establishes a scalable framework integrating high-throughput electrophysiology, computational modeling, and clinical phenotyping to systematically characterize KCNH2 variants, successfully reclassifying nearly one-third of variants of uncertain significance in the French LQT2 population to improve molecular diagnosis and risk assessment.

Ribeiro de Oliveira, B., Alameh, M., Feliciangeli, S., Montnach, J., Quemeneur, B., Gabillon, T., Aoujaj, N., Rio, A., B (…)2026-11-12

📄 cardiovascular medicine

Effects of Sacred Dances versus Conventional Physical Training on Functional Capacity and Quality of Life in Women with Heart Failure: Protocol for a Randomized Active-Controlled Crossover Non-Inferiority Trial (RED-WHF)

The RED-WHF protocol outlines a randomized, active-controlled, crossover non-inferiority trial designed to determine if Sacred Dances are as effective as conventional physical training in improving functional capacity and quality of life among sedentary women with heart failure.

VON FLACH, M. T., Fernandes, E. S., Almeida, M. C. B. d. A., Suarez, H. C., Correia, M. v. F., Junquilho, A. A. L., Abre (…)2026-11-12

📄 cardiovascular medicine

Electromechanical Drivers of Diastolic Dysfunction During Hypertrophic Cardiomyopathy Progression

This study utilizes a human biventricular electromechanical model to demonstrate that diastolic dysfunction in hypertrophic cardiomyopathy progresses through distinct structural, mechanical, and ionic mechanisms that impair ventricular filling and myocardial strain despite preserved ejection fraction, suggesting that regional mechanical measures and in silico modeling are crucial for accurate disease stratification.

Hasaballa, A. I., Coleman, J. A. I., Wang, Z. J., Doste, R., Zhou, X., Zingaro, A., Vazquez, M., Argiro, A., Coppini, R. (…)2026-11-11

📄 cardiovascular medicine

Door-to-Valve Time and Clinical Outcomes in Acute Decompensated Severe Aortic Stenosis: Systematic Review and Meta-Analysis

This systematic review and meta-analysis of observational data suggests that while point estimates favor earlier valve intervention for acute decompensated severe aortic stenosis, current evidence is insufficient to establish a definitive mortality benefit due to significant study biases, heterogeneity, and a lack of robust statistical association.

Ma, J. R., Gerges, M., Koshy, A., Wilson, W., Taylor, A., Chan, W.2026-11-05

📄 cardiovascular medicine

Evaluating the Incremental Value of AI-Derived ECG Features Beyond Automated ECG Reports and Clinical Data for 30-Day Mortality: A MIMIC-IV Cohort Study

This MIMIC-IV cohort study demonstrates that while AI-derived ECG features significantly outperform traditional morphology measurements in predicting 30-day mortality, their incremental value over existing automated reports and basic clinical data is minimal and uncertain, with similar overall performance prioritizing different patient subsets.

Park, S.-H., Ji, Z., Lewey, J., Tsui, F.2026-11-01

📄 cardiovascular medicine

Clonally expanded B cell populations are a distinguishing feature of chronic Chagas cardiomyopathy

This study identifies clonally expanded B cell populations as a distinguishing feature of chronic Chagas cardiomyopathy, revealing their presence in both the peripheral blood as early biomarkers of disease progression and within cardiac tissue where they co-localize with fibrosis, thereby highlighting a previously unappreciated role for B cells in this condition.

Duque, C., Chaparro, W., Bueno, N., Hakim, J., Malaga Machaca, E., Condori, J., Hernani, A., Gutierrez Guarnizo, S. A. (…)2026-10-30

📄 cardiovascular medicine

Anatomical comparison populations and threshold transport in vascular transcriptomic classification

This study demonstrates that while a vascular transcriptomic classifier achieves near-perfect discrimination within its original source population, its performance collapses when applied to external datasets, revealing that the model's success is driven by procurement confounding and population-specific artifacts rather than a robust, transferable biological signature.

You, L., Peng, Z., Guo, Y., Shen, L., Ge, J.2026-10-30

📄 cardiovascular medicine

Cross study transfer of vascular transcriptomic classifiers in seven public cohorts

This study demonstrates that while vascular transcriptomic classifiers can achieve high internal discrimination and isolated external success, their performance is highly unstable across different clinical endpoints, tissue compartments, and preprocessing pipelines, indicating that such models do not yet establish reliable panvascular risk prediction.

You, L., Guo, Y., Zhong, X., Peng, Z., Wang, W., Shen, L., Ge, J.2026-10-30

📄 cardiovascular medicine

Predicting the Absence and Gaps in Recorded Blood Pressure Follow-up Among Patients With Hypertension

This study developed and validated a gradient-boosted tree model using EHR data to predict gaps in blood pressure follow-up for hypertensive patients, demonstrating moderate predictive performance and potential for targeted outreach while noting significant disparities in sensitivity across racial and ethnic groups and finding that contact patterns offered minimal added value for predicting cardiovascular hospitalization.

Sandhu, R., Hashish, M. A., Asghar, S., Ye, J.2026-10-29

📄 cardiovascular medicine

Results of a Community-Based Coronary CT Angiography Screening in Asymptomatic Adults With Cardiovascular Risk Factors: The Broward County Heart Project

The Broward County Heart Project's community-based screening of 7,135 asymptomatic adults with cardiovascular risk factors revealed that over half had abnormal coronary CT angiography results, with prevalence strongly increasing with age and male sex, while showing significant variation across health systems and under-representation of Black, Hispanic, and female residents.

Lewis, A. J., Estep, J., Baran, D., Ross, S.2026-10-14