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Cardiac hemodynamic status: an interpretable one-look Windkessel index of arterial health
Eugenia Ipar1, Leandro J Cymberknop1, Martín Elizondo2
1Centro de Investigación y Desarrollo en Ingeniería Biomédica (CIBIO), Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Buenos Aires, Argentina.
Insights
The new Cardiac Hemodynamic Status (CHS) index integrates cardiac output, systemic vascular resistance, and arterial compliance for a comprehensive arterial health assessment. Its angle component effectively distinguishes healthy from pathological cardiovascular states.
Area of Science:
- Cardiovascular Physiology
- Biomedical Engineering
- Medical Diagnostics
Background:
- Current cardiovascular assessments use fragmented single-parameter measures.
- These measures fail to capture the interplay between cardiac output (CO), systemic vascular resistance (SVR), and arterial compliance (AC).
- A need exists for a unified index for bedside monitoring of arterial health.
Purpose of the Study:
- To develop and validate the Cardiac Hemodynamic Status (CHS) index.
- To assess CHS's ability to differentiate healthy from pathological cardiovascular states.
- To evaluate CHS's potential for bedside cardiovascular monitoring and assessment.
Main Methods:
- Developed CHS as a vector in CO-SVR-AC space, yielding magnitude (CHS_mag) and angle (CHS_θ) coordinates.
- Analyzed data from healthy aging simulations (n=4,374), aneurysm simulations (n=8,748), and two in vivo cohorts (n=152).
- Utilized ANOVA, Tukey's tests, polar space visualization, and ROC/AUC analysis for group differences and discrimination.
Main Results:
- CHS_θ demonstrated exceptional discrimination between healthy and pathological states (AUC = 0.866).
- CHS_mag reflected physiological variations and SVR-CO balance across cohorts.
- Sensitivity analysis confirmed CHS_θ is dominated by arterial compliance, reflecting arterial stiffening.
Conclusions:
- CHS provides a two-coordinate, physiologically grounded assessment separating arterial stiffness from hemodynamic load.
- CHS_θ effectively discriminates healthy versus pathological cardiovascular conditions.
- CHS offers a practical tool for cardiovascular screening, triage, and longitudinal monitoring, with potential for bedside estimation.
Abstract:
Cardiovascular assessment typically relies on fragmented single-parameter measures that fail to capture the coordinated interplay between cardiac output (CO), systemic vascular resistance (SVR), and arterial compliance (AC). The cardiac hemodynamic status (CHS) was developed as a practical index integrating these parameters into a single "one-look" assessment of arterial health suitable for bedside monitoring. CHS was represented as a physiologically scaled vector in CO-SVR-AC space, yielding magnitude (CHSmag) and inclination angle (CHSθ) coordinates. Healthy aging simulations (HA-Sim, n = 4,374), aneurysm simulations (AA-Sim, n = 8,748), and two young in vivo cohorts (YH-Vivo, n = 140; UY-Vivo, n = 12) were analyzed. Group differences were assessed using ANOVA/Tukey's tests, distributions were visualized in polar space, and discrimination was evaluated via ROC/AUC analysis. CHSθ provided exceptional discrimination between pathological and healthy states (AUC = 0.866; 95% CI: 0.859-0.873), whereas CHSmag showed physiological variation across cohorts. Arterial status was shifted toward higher CHSθ (approaching 90°) with aging, indicating progressive stiffening without proportional hemodynamic load increases. CHSθ was confirmed to be dominated by arterial compliance through sensitivity analysis, whereas CHSmag was found to reflect primarily SVR-CO balance. Rapid assessment of whether cardiovascular changes stem from arterial stiffening versus altered flow-resistance dynamics is enabled by this two-coordinate system. CHS provides a two-coordinate, physiologically grounded fingerprint that separates stiffness orientation from overall hemodynamic load. The index complements established stiffness measures and may support screening, triage, and longitudinal tracking while enabling future bedside estimation from common biosignals.NEW & NOTEWORTHY This study introduces the cardiac hemodynamic status (CHS), an interpretable index combining cardiac output, systemic vascular resistance, and arterial compliance into a single polar representation. CHS separates arterial stiffness orientation from overall hemodynamic load. The angle (CHSθ) discriminates healthy versus pathological states (AUC = 0.866), whereas the magnitude reflects flow-resistance balance. This Windkessel-consistent index offers a practical tool for cardiovascular screening and longitudinal monitoring, with potential for bedside estimation from common biosignals.
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