ArticleESC heart failure2020
Prediction of heart failure hospitalizations based on the direct measurement of intrathoracic impedance.
Article in ESC heart failure, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Current status and global trends in self-care among patients with heart failure: challenges and opportunities.The journal of cardiovascular aging · 2026Article
- Heart Failure Alert Duration and Time at Risk of Heart Failure as Potential Modifier Factors of the TriageHF Algorithm in Remote Monitoring of Heart Failure: A Cohort Study.Diagnostics (Basel, Switzerland) · 2025Article
- Case report of early signs of aortic stenosis decompensation detected via ambient sensor-derived digital biomarkers.European heart journal. Case reports · 2025Article
- INTERVENE-HF: feasibility study of individualized, risk stratification-based, medication intervention in patients with heart failure with reduced ejection fraction.ESC heart failure · 2021Article
- Prediction of heart failure hospitalizations based on the direct measurement of intrathoracic impedance.ESC heart failure · 2020Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
aimsOptiVol fluid index was developed as a transthoracic impedance-based indicator of short-term risk for heart failure hospitalization (HFH). OptiVol is calculated as the accumulating difference between daily impedance (measured impedance) and long-term average impedance (reference impedance). Measured impedance alone was thought to have limited prognostic utility; however, measured impedance has the advantage of being simple, direct, and possibly additive to OptiVol fluid index in establishing long-term HFH risk. We tested the hypothesis that directly measured impedance has independent prognostic value in predicting long-term HFH risk and that changes in measured impedance result in a change in predicted long-term HFH risk. METHODS AND
resultsA retrospective analysis of 1719 patients studied in PARTNERS-HF, FAST, and RAFT studies was performed. Baseline measured impedance was determined using daily values averaged over 1 month, from Month 6 to 7 post implant; change in measured impedance was determined from values averaged over 1 month, from Month 7 to 8 post implant compared with baseline. The predictive value of baseline measured impedance for HFHs was assessed beginning 7 months post implant. The predictive value of a change in measured impedance for a change in HFHs was assessed beginning 8 months post implant. Baseline measured impedance successfully predicted HFHs. For example, 3 year HFH rate for low baseline impedance < 70 Ω was 23%; for high baseline impedance ≥ 70 Ω was 15% (P < 0.001). Changes in measured impedance resulted in changes in predicted HFHs. For example, when a baseline impedance of ≥70 fell during follow-up to <70 Ω, the subsequent HFHs were 15% compared with 4% in patients with measured impedance that remained >70 Ω (P = 0.004). In addition, when baseline measured impedance fell during follow-up by >1%, 2%, or 3%, subsequent HFHs increased to 13%, 17%, or 18%, respectively. Finally, the prognostic value of measured impedance was additive to the prognostic value of the OptiVol fluid index.
conclusionsDirect measurements of intrathoracic impedance using an implanted device can be used to stratify patients at varying risk of long-term HFH. These direct measurements of impedance have practical clinical appeal because they are simple, continuous, and ambulatory.
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