Complementary cardiac functional assessment using systolic time intervals and bioelectrical impedance analysis.
Tomoaki Nishikawa1, Akinori Higaki2, Keisho Kurokawa1
1Department of Cardiology, Pulmonology, Hypertension & Nephrology, Ehime University Graduate School of Medicine, Toon, Japan.
Open Heart
|June 8, 2026
Summary
This study introduces a non-invasive method using bioelectrical impedance analysis (BIA) and pulse wave analysis (PWA) to assess heart failure haemodynamics. The new approach successfully predicted major adverse cardiovascular events (MACEs), offering a practical alternative to invasive methods.
Area of Science:
- Cardiology
- Biomedical Engineering
- Medical Diagnostics
Background:
- The Forrester classification is crucial for heart failure haemodynamics but requires invasive right heart catheterisation.
- A non-invasive, reproducible alternative is needed for clinical application.
- Bioelectrical impedance analysis (BIA) and pulse wave analysis (PWA) offer potential for non-invasive assessment.
Purpose of the Study:
- To develop and validate a novel, non-invasive method for haemodynamic assessment in heart failure.
- To integrate BIA and PWA for virtual Forrester profiling.
- To assess the prognostic value of this non-invasive profiling for major adverse cardiovascular events (MACEs).
Main Methods:
- Retrospective study of 558 heart failure patients (Jan 2020-Dec 2022).
- Integration of PWA-derived systolic time intervals (STIs) and BIA-based fluid status (ECW/TBW).
- Classification into four virtual Forrester profiles: Warm/Dry, Warm/Wet, Cold/Dry, Cold/Wet.
- Primary endpoint: MACEs, analyzed using Kaplan-Meier survival analysis.
Main Results:
- Patients were classified into the four virtual Forrester profiles.
- Significant differences in MACE-free survival were observed among the profiles (log-rank p=0.01).
- The 'Warm and Dry' profile demonstrated the most favourable prognosis, while 'Wet' and 'Cold' profiles were associated with poorer outcomes and specific clinical characteristics.
Conclusions:
- Virtual Forrester profiling using BIA and PWA provides a practical, quantitative, and reproducible non-invasive framework for haemodynamic assessment in heart failure.
- This method offers a valuable alternative to invasive assessments.
- The profiling effectively stratifies patients based on MACE risk.
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