Detecting Heart Failure Decompensation by Measuring Transthoracic Bioimpedance in the Outpatient Setting: Rationale and Design of the SENTINEL-HF Study
Recurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at risk for rehospitalization remains challenging. Contemporary heart failure (HF) management programs have shown modest ability to reduce readmissions, partl...
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Published in | JMIR research protocols Vol. 4; no. 4; p. e121 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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09.10.2015
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Abstract | Recurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at risk for rehospitalization remains challenging. Contemporary heart failure (HF) management programs have shown modest ability to reduce readmissions, partly because they monitor signs or symptoms of HF worsening that appear late during decompensation. Detecting early stages of HF decompensation might allow for immediate application of effective HF therapies, thereby potentially reducing HF readmissions. One of the earliest indicators of HF decompensation is intrathoracic fluid accumulation, which can be assessed using transthoracic bioimpedance.
The SENTINEL-HF study is a prospective observational study designed to test a novel, wearable HF monitoring system as a predictor of HF decompensation among patients discharged after hospitalization for ADHF.
SENTINEL-HF tests the hypothesis that a decline in transthoracic bioimpedance, as assessed daily with the Philips fluid accumulation vest (FAV) and transmitted using a mobile phone, is associated with HF worsening and rehospitalization. According to pre-specified power calculations, 180 patients admitted with ADHF are enrolled. Participants transmit daily self-assessments using the FAV-mobile phone dyad for 45 days post-discharge. The primary predictor is the deviation of transthoracic bioimpedance for 3 consecutive days from a patient-specific normal variability range. The ADHF detection algorithm is evaluated in relation with a composite outcome of HF readmission, diuretic up-titration, and self-reported HF worsening (Kansas City Cardiomyopathy Questionnaire) during a 90-day follow-up period. Here, we provide the details and rationale of SENTINEL-HF.
Enrollment in the SENTINEL-HF study is complete and the 90-days follow-up is currently under way. Once data collection is complete, the study dataset will be used to evaluate our ADHF detection algorithm and the results submitted for publication.
SENTINEL-HF emerged from our long-term vision that advanced home monitoring technology can improve the management of chronic HF by extending clinical care into patients' homes. Monitoring transthoracic bioimpedance with the FAV may identify patients at risk of recurrent HF decompensation and enable timely preventive measures.
Clinicaltrials.gov NCT01877369: https://clinicaltrials.gov/ct2/show/NCT01877369 (Archived by WebCite at http://www.webcitation.org/6bDYl0dGy). |
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AbstractList | BACKGROUNDRecurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at risk for rehospitalization remains challenging. Contemporary heart failure (HF) management programs have shown modest ability to reduce readmissions, partly because they monitor signs or symptoms of HF worsening that appear late during decompensation. Detecting early stages of HF decompensation might allow for immediate application of effective HF therapies, thereby potentially reducing HF readmissions. One of the earliest indicators of HF decompensation is intrathoracic fluid accumulation, which can be assessed using transthoracic bioimpedance. OBJECTIVEThe SENTINEL-HF study is a prospective observational study designed to test a novel, wearable HF monitoring system as a predictor of HF decompensation among patients discharged after hospitalization for ADHF. METHODSSENTINEL-HF tests the hypothesis that a decline in transthoracic bioimpedance, as assessed daily with the Philips fluid accumulation vest (FAV) and transmitted using a mobile phone, is associated with HF worsening and rehospitalization. According to pre-specified power calculations, 180 patients admitted with ADHF are enrolled. Participants transmit daily self-assessments using the FAV-mobile phone dyad for 45 days post-discharge. The primary predictor is the deviation of transthoracic bioimpedance for 3 consecutive days from a patient-specific normal variability range. The ADHF detection algorithm is evaluated in relation with a composite outcome of HF readmission, diuretic up-titration, and self-reported HF worsening (Kansas City Cardiomyopathy Questionnaire) during a 90-day follow-up period. Here, we provide the details and rationale of SENTINEL-HF. RESULTSEnrollment in the SENTINEL-HF study is complete and the 90-days follow-up is currently under way. Once data collection is complete, the study dataset will be used to evaluate our ADHF detection algorithm and the results submitted for publication. CONCLUSIONSENTINEL-HF emerged from our long-term vision that advanced home monitoring technology can improve the management of chronic HF by extending clinical care into patients' homes. Monitoring transthoracic bioimpedance with the FAV may identify patients at risk of recurrent HF decompensation and enable timely preventive measures. TRIAL REGISTRATIONClinicaltrials.gov NCT01877369: https://clinicaltrials.gov/ct2/show/NCT01877369 (Archived by WebCite at http://www.webcitation.org/6bDYl0dGy). Recurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at risk for rehospitalization remains challenging. Contemporary heart failure (HF) management programs have shown modest ability to reduce readmissions, partly because they monitor signs or symptoms of HF worsening that appear late during decompensation. Detecting early stages of HF decompensation might allow for immediate application of effective HF therapies, thereby potentially reducing HF readmissions. One of the earliest indicators of HF decompensation is intrathoracic fluid accumulation, which can be assessed using transthoracic bioimpedance. The SENTINEL-HF study is a prospective observational study designed to test a novel, wearable HF monitoring system as a predictor of HF decompensation among patients discharged after hospitalization for ADHF. SENTINEL-HF tests the hypothesis that a decline in transthoracic bioimpedance, as assessed daily with the Philips fluid accumulation vest (FAV) and transmitted using a mobile phone, is associated with HF worsening and rehospitalization. According to pre-specified power calculations, 180 patients admitted with ADHF are enrolled. Participants transmit daily self-assessments using the FAV-mobile phone dyad for 45 days post-discharge. The primary predictor is the deviation of transthoracic bioimpedance for 3 consecutive days from a patient-specific normal variability range. The ADHF detection algorithm is evaluated in relation with a composite outcome of HF readmission, diuretic up-titration, and self-reported HF worsening (Kansas City Cardiomyopathy Questionnaire) during a 90-day follow-up period. Here, we provide the details and rationale of SENTINEL-HF. Enrollment in the SENTINEL-HF study is complete and the 90-days follow-up is currently under way. Once data collection is complete, the study dataset will be used to evaluate our ADHF detection algorithm and the results submitted for publication. SENTINEL-HF emerged from our long-term vision that advanced home monitoring technology can improve the management of chronic HF by extending clinical care into patients' homes. Monitoring transthoracic bioimpedance with the FAV may identify patients at risk of recurrent HF decompensation and enable timely preventive measures. Clinicaltrials.gov NCT01877369: https://clinicaltrials.gov/ct2/show/NCT01877369 (Archived by WebCite at http://www.webcitation.org/6bDYl0dGy). Background: Recurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at risk for rehospitalization remains challenging. Contemporary heart failure (HF) management programs have shown modest ability to reduce readmissions, partly because they monitor signs or symptoms of HF worsening that appear late during decompensation. Detecting early stages of HF decompensation might allow for immediate application of effective HF therapies, thereby potentially reducing HF readmissions. One of the earliest indicators of HF decompensation is intrathoracic fluid accumulation, which can be assessed using transthoracic bioimpedance. Objective: The SENTINEL-HF study is a prospective observational study designed to test a novel, wearable HF monitoring system as a predictor of HF decompensation among patients discharged after hospitalization for ADHF. Methods: SENTINEL-HF tests the hypothesis that a decline in transthoracic bioimpedance, as assessed daily with the Philips fluid accumulation vest (FAV) and transmitted using a mobile phone, is associated with HF worsening and rehospitalization. According to pre-specified power calculations, 180 patients admitted with ADHF are enrolled. Participants transmit daily self-assessments using the FAV-mobile phone dyad for 45 days post-discharge. The primary predictor is the deviation of transthoracic bioimpedance for 3 consecutive days from a patient-specific normal variability range. The ADHF detection algorithm is evaluated in relation with a composite outcome of HF readmission, diuretic up-titration, and self-reported HF worsening (Kansas City Cardiomyopathy Questionnaire) during a 90-day follow-up period. Here, we provide the details and rationale of SENTINEL-HF. Results: Enrollment in the SENTINEL-HF study is complete and the 90-days follow-up is currently under way. Once data collection is complete, the study dataset will be used to evaluate our ADHF detection algorithm and the results submitted for publication. Conclusion: SENTINEL-HF emerged from our long-term vision that advanced home monitoring technology can improve the management of chronic HF by extending clinical care into patients’ homes. Monitoring transthoracic bioimpedance with the FAV may identify patients at risk of recurrent HF decompensation and enable timely preventive measures. Trial Registration: Clinicaltrials.gov NCT01877369: https://clinicaltrials.gov/ct2/show/NCT01877369 (Archived by WebCite at http://www.webcitation.org/6bDYl0dGy) |
Author | Riistama, Jarno McManus, David D Meyer, Theo Darling, Chad E Goldberg, Robert Dovancescu, Silviu Sert Kuniyoshi, Fatima Saczynski, Jane S |
AuthorAffiliation | 5 Department of Emergency Medicine University of Massachusetts Medical School Worcester, MA United States 6 Philips Healthcare Murrysville, PA United States 1 Philips Research Eindhoven Netherlands 2 Department of Medicine University of Massachusetts Medical School Worcester, MA United States 3 Department of Quantitative Health Sciences University of Massachusetts Medical School Worcester, MA United States 4 Meyers Primary Care Institute University of Massachusetts Medical School Worcester, MA United States |
AuthorAffiliation_xml | – name: 1 Philips Research Eindhoven Netherlands – name: 4 Meyers Primary Care Institute University of Massachusetts Medical School Worcester, MA United States – name: 5 Department of Emergency Medicine University of Massachusetts Medical School Worcester, MA United States – name: 6 Philips Healthcare Murrysville, PA United States – name: 3 Department of Quantitative Health Sciences University of Massachusetts Medical School Worcester, MA United States – name: 2 Department of Medicine University of Massachusetts Medical School Worcester, MA United States |
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CitedBy_id | crossref_primary_10_2196_18715 crossref_primary_10_2196_cardio_6057 crossref_primary_10_1007_s10741_020_09963_7 crossref_primary_10_1016_j_artmed_2023_102548 crossref_primary_10_1016_j_compbiomed_2024_108557 crossref_primary_10_1016_j_heliyon_2024_e26841 crossref_primary_10_1016_j_cobme_2019_08_011 crossref_primary_10_1038_s41528_021_00107_x crossref_primary_10_1016_j_tcm_2017_08_003 crossref_primary_10_1038_s41598_022_23680_1 crossref_primary_10_1088_1361_6579_aa556d crossref_primary_10_2196_25937 crossref_primary_10_3390_iot5010008 crossref_primary_10_1002_ejhf_748 crossref_primary_10_3390_jcm12062373 |
Cites_doi | 10.1063/1.1750906 10.3928/0048-5713-20020901-06 10.1016/j.ijcard.2014.09.041 10.1097/00005650-199603000-00003 10.1016/j.jacc.2008.03.061 10.1097/NHH.0b013e3181f85d14 10.1016/j.amjcard.2006.08.066 10.1016/j.cardfail.2003.12.001 10.1161/CIRCULATIONAHA.109.192667 10.1088/0967-3334/35/6/917 10.1093/eurjhf/hfp033 10.1016/j.jamda.2012.08.004 10.1109/CIC.2007.4745440 10.1109/IEMBS.2011.6090888 10.1001/archinte.167.5.490 10.1097/MLR.0b013e3181589bdc 10.1016/S0735-1097(97)00208-8 10.5617/jeb.197 10.1016/S0735-1097(00)00531-3 10.1016/S1388-9842(01)00190-8 10.1016/j.ijcard.2007.10.027 |
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Copyright | 2015. This work is licensed under http://creativecommons.org/licenses/by/2.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Silviu Dovancescu, Jane S. Saczynski, Chad E. Darling, Jarno Riistama, Fatima Sert Kuniyoshi, Theo Meyer, Robert Goldberg, David D. McManus. Originally published in JMIR Research Protocols (http://www.researchprotocols.org), 09.10.2015. 2015 |
Copyright_xml | – notice: 2015. This work is licensed under http://creativecommons.org/licenses/by/2.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: Silviu Dovancescu, Jane S. Saczynski, Chad E. Darling, Jarno Riistama, Fatima Sert Kuniyoshi, Theo Meyer, Robert Goldberg, David D. McManus. Originally published in JMIR Research Protocols (http://www.researchprotocols.org), 09.10.2015. 2015 |
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Keywords | rehospitalization acute decompensated heart failure remote monitoring transthoracic bioimpedance wearable fluid accumulation vest |
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Snippet | Recurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at risk for... Background: Recurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at... BACKGROUNDRecurrent hospital admissions are common among patients admitted for acute decompensated heart failure (ADHF), but identification of patients at risk... |
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SubjectTerms | Cardiomyopathy Cellular telephones Chronic obstructive pulmonary disease Design Electrodes Emergency medical care Heart failure Hospitalization Medical records Original Paper Patients Quality of life Questionnaires Self evaluation Surveillance Telemedicine |
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Title | Detecting Heart Failure Decompensation by Measuring Transthoracic Bioimpedance in the Outpatient Setting: Rationale and Design of the SENTINEL-HF Study |
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