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.

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