Kivanc Ozonat PhD , Corey Centen B.Eng , Sarah Smith B.Eng , V. Burak Aydemir PhD , Marat Fudim MD, MHS , Adam D. DeVore MD, MHS
{"title":"Bioimpedance phase angle is associated with increased heart failure hospitalization risk","authors":"Kivanc Ozonat PhD , Corey Centen B.Eng , Sarah Smith B.Eng , V. Burak Aydemir PhD , Marat Fudim MD, MHS , Adam D. DeVore MD, MHS","doi":"10.1016/j.ahj.2025.107288","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Outcomes for patients living with heart failure (HF) remain poor with high rates of death and hospitalization due to worsening HF. Noninvasive tools may be useful to identify patients at risk for disease progression before these outcomes occur. For example, loss of cell mass and compromised cell membrane integrity throughout the body are associated with chronic disease, mortality, frailty, and malnutrition. As the cell membrane loses its integrity, its electrical capacitance decreases, lowering bioelectrical phase angle. Data collected during the SCALE-HF 1 study (NCT04882449) was used to evaluate bioelectrical phase angle as a marker for heart failure (HF) hospitalization risk. Phase angle was measured by the FDA-cleared Bodyport Cardiac Scale.</div></div><div><h3>Methods</h3><div>SCALE-HF 1 was a multicenter, prospective, observational study, investigating HF event prediction. Baseline phase angle was measured during the first week in the study with the patient standing barefoot on the Cardiac Scale at home for approximately 20 seconds. HF hospitalizations were independently adjudicated. The analysis was based on univariable and multivariable Cox regression models adjusted for age, sex, race, body mass index (BMI), left ventricular ejection fraction (LVEF), inpatient status at enrollment, and selected comorbidities and laboratory tests.</div></div><div><h3>Results</h3><div>329 participants with HF were enrolled across 8 US sites with 238 patient-years of follow-up. 312 (95%) of the participants had a baseline phase angle, and 57 (18%) of those had a HF hospitalization during the follow-up period. Participants with baseline phase angle in the lowest quartile (suggesting worse cell membrane integrity) were at increased risk for HF hospitalization compared to participants with baseline phase angle in the highest quartile (Hazard ratio: 3.44, 95% CI: 1.55 to 7.63, <em>P</em> = .002). When adjusted for risk factors selected from age, sex, race, BMI, LVEF, laboratory tests and comorbidities in the multivariable model, participants with baseline phase angle in the lowest quartile continued to be at increased risk for HF hospitalization compared to participants with baseline phase angle in the highest quartile (Hazard ratio: 3.51, 95% CI: 1.73 to 7.12, <em>P</em> < .001).</div></div><div><h3>Conclusions</h3><div>Phase angle was found to be independently associated with HF hospitalization risk. The noninvasive measurement, acquired with a familiar scale form factor, may help guide remote care and triage.</div></div><div><h3>Trial Registration</h3><div>ClinicalTrials.gov NCT04882449. <span><span>https://clinicaltrials.gov/study/NCT04882449</span><svg><path></path></svg></span>.</div></div>","PeriodicalId":7868,"journal":{"name":"American heart journal","volume":"292 ","pages":"Article 107288"},"PeriodicalIF":3.4000,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"American heart journal","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0002870325003515","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/10/7 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Outcomes for patients living with heart failure (HF) remain poor with high rates of death and hospitalization due to worsening HF. Noninvasive tools may be useful to identify patients at risk for disease progression before these outcomes occur. For example, loss of cell mass and compromised cell membrane integrity throughout the body are associated with chronic disease, mortality, frailty, and malnutrition. As the cell membrane loses its integrity, its electrical capacitance decreases, lowering bioelectrical phase angle. Data collected during the SCALE-HF 1 study (NCT04882449) was used to evaluate bioelectrical phase angle as a marker for heart failure (HF) hospitalization risk. Phase angle was measured by the FDA-cleared Bodyport Cardiac Scale.
Methods
SCALE-HF 1 was a multicenter, prospective, observational study, investigating HF event prediction. Baseline phase angle was measured during the first week in the study with the patient standing barefoot on the Cardiac Scale at home for approximately 20 seconds. HF hospitalizations were independently adjudicated. The analysis was based on univariable and multivariable Cox regression models adjusted for age, sex, race, body mass index (BMI), left ventricular ejection fraction (LVEF), inpatient status at enrollment, and selected comorbidities and laboratory tests.
Results
329 participants with HF were enrolled across 8 US sites with 238 patient-years of follow-up. 312 (95%) of the participants had a baseline phase angle, and 57 (18%) of those had a HF hospitalization during the follow-up period. Participants with baseline phase angle in the lowest quartile (suggesting worse cell membrane integrity) were at increased risk for HF hospitalization compared to participants with baseline phase angle in the highest quartile (Hazard ratio: 3.44, 95% CI: 1.55 to 7.63, P = .002). When adjusted for risk factors selected from age, sex, race, BMI, LVEF, laboratory tests and comorbidities in the multivariable model, participants with baseline phase angle in the lowest quartile continued to be at increased risk for HF hospitalization compared to participants with baseline phase angle in the highest quartile (Hazard ratio: 3.51, 95% CI: 1.73 to 7.12, P < .001).
Conclusions
Phase angle was found to be independently associated with HF hospitalization risk. The noninvasive measurement, acquired with a familiar scale form factor, may help guide remote care and triage.
期刊介绍:
The American Heart Journal will consider for publication suitable articles on topics pertaining to the broad discipline of cardiovascular disease. Our goal is to provide the reader primary investigation, scholarly review, and opinion concerning the practice of cardiovascular medicine. We especially encourage submission of 3 types of reports that are not frequently seen in cardiovascular journals: negative clinical studies, reports on study designs, and studies involving the organization of medical care. The Journal does not accept individual case reports or original articles involving bench laboratory or animal research.