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Heart failure is a leading cause of hospitalization and readmission, particularly among older adults with multiple comorbidities. Traditional outpatient follow-up may be insufficient to detect early clinical deterioration in this vulnerable population. Remote patient monitoring (RPM) using non-invasive symptom and weight tracking has been proposed to enhance ambulatory care, but its effectiveness appears to depend on integration within structured care pathways.
The OPTIMUM study evaluated the real-world implementation of an integrated ambulatory heart failure care pathway combining non-invasive RPM with multidisciplinary follow-up in routine clinical practice. Patients enrolled after a recent heart failure hospitalization were managed using the Satelia® Cardio monitoring system, nurse-led therapeutic education, and a planned cardio-geriatric day-hospital reassessment. The study aimed to describe pathway implementation and assess associations with rehospitalizations, mortality, alert activity, and patient and healthcare professional satisfaction in an older, frail population.
Heart failure (HF) is a major cause of hospitalization and rehospitalization among older adults and represents a substantial burden for healthcare systems. Many readmissions occur after discharge for acute heart failure (AHF), often related to delayed recognition of worsening symptoms. While non-invasive remote patient monitoring (RPM) has been proposed as a strategy to extend surveillance into the home setting, previous studies suggest that monitoring alone may be insufficient without integration into structured, multidisciplinary care.
OPTIMUM was a prospective, single-center, observational cohort study designed to evaluate the implementation of a structured ambulatory HF care pathway incorporating non-invasive RPM in routine clinical practice. The study was conducted at Médipôle Hôpital Mutualiste in Lyon, France. Adult patients with a recent hospitalization for acute heart failure, or with a history of AHF hospitalization within the prior 12 months, were enrolled into the OPTIMUM care pathway and followed prospectively.
The care pathway combined several coordinated components:
Patients were managed according to routine clinical practice, and no experimental interventions were introduced. The study used a pre-post design comparing outcomes during the 12 months before enrollment with those during the 12 months after enrollment in the pathway. The primary outcome was the number of cardiac rehospitalizations. Secondary outcomes included all-cause hospitalizations, mortality up to two years, frequency and distribution of RPM alerts, and patient and healthcare professional satisfaction. Health-related quality of life and frailty measures were also collected descriptively.
OPTIMUM aimed to provide real-world evidence on how RPM can be operationalized within an integrated ambulatory HF care model, particularly in an older, frail population often underrepresented in clinical trials.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Integrated Ambulatory Heart Failure Care Pathway | Patients with a recent hospitalization for acute heart failure (or prior hospitalization within 12 months) who were enrolled in a structured ambulatory care pathway in routine clinical practice. The pathway included non-invasive remote patient monitoring, nurse-led therapeutic education, and a planned multidisciplinary cardio-geriatric outpatient reassessment. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Satelia® Cardio Remote Patient Monitoring System | Device | A non-invasive remote patient monitoring system based on regular patient-reported symptom questionnaires and body weight measurements. A built-in algorithm generates color-coded alerts (green, orange, red) to support early detection of potential heart failure decompensation. Alerts are reviewed by healthcare professionals as part of routine care. |
| Measure | Description | Time Frame |
|---|---|---|
| Number of Cardiac Rehospitalizations | Total number of hospital admissions with a primary cardiac diagnosis (ICD-10 codes I50.x) occurring during the 12 months following enrollment in the ambulatory care pathway, compared descriptively with the 12 months preceding enrollment. | 1 year before enrollment and 1 year after enrollment |
| Measure | Description | Time Frame |
|---|---|---|
| All-Cause Hospitalizations | Total number of hospital admissions for any cause during the 12 months following enrollment compared with the 12 months preceding enrollment. | 1 year before enrollment and 1 year after enrollment |
| All-Cause Mortality |
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Inclusion Criteria:
Exclusion Criteria:
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The study population consisted of adults with heart failure managed in routine clinical practice at a tertiary care center in Lyon, France. Most participants were enrolled following a recent hospitalization for acute heart failure, while a smaller proportion were included after outpatient evaluation with a history of heart-failure hospitalization within the prior 12 months. The population was predominantly older and medically complex, with a high burden of comorbidities, polypharmacy, and functional vulnerability. Many participants met criteria for frailty and had limitations that could affect self-management, such as mobility impairment, sensory deficits, or cognitive difficulties. Despite this, the majority were living at home at the time of enrollment, often with support from caregivers or community services.This cohort reflects a real-world ambulatory heart failure population at high risk of rehospitalization and functional decline, representative of older patients commonly encoun
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| Name | Affiliation | Role |
|---|---|---|
| Mehdi Aleyan, MD | Department of Cardiology, Médipôle Hôpital Mutualiste | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Médipôle Hôpital Mutualiste | Lyon | Auvergne-Rhône-Alpes | 69100 | France |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| Background | Aleyan M, Paradisi-Prieur L, Nisse-Durgeat S, et al. Annales de Cardiologie et d'Angéiologie, Volume 72 - Issue 5, November 2023, 101649. doi: 10.1016/j.ancard.2023.101649 | ||
| 37244215 | Background | Jourdain P, Pages N, Amara W, Maribas P, Lafitte S, Lemieux H, Barritault F, Seronde MF, Labarre JP, Chaouky H, Bedel C, Betito L, Nisse-Durgeat S, Picard F. Perceptions and satisfaction of patients with chronic heart failure when using a remote monitoring web application named Satelia(R) Cardio. Ann Cardiol Angeiol (Paris). 2023 Jun;72(3):101606. doi: 10.1016/j.ancard.2023.101606. Epub 2023 May 25. French. | |
| 39807086 |
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Individual participant data will not be made publicly available because the dataset contains sensitive health information from a small, single-center cohort, which could increase the risk of participant re-identification despite de-identification procedures.
Data were collected as part of routine clinical care and are subject to French and European data protection regulations (GDPR). Aggregated results are reported in study publications.
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| ID | Term |
|---|---|
| D006333 | Heart Failure |
| D000073496 | Frailty |
| ID | Term |
|---|---|
| D006331 | Heart Diseases |
| D002318 | Cardiovascular Diseases |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
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Death from any cause among enrolled participants
| Up to 24 months after enrollment |
| Cardiovascular Mortality | Death attributed to cardiovascular causes based on clinical records. | Up to 24 months after enrollment |
| Remote Patient Monitoring Alert Activity | Frequency and distribution of color-coded alerts (green, orange, red) generated by the Satelia® Cardio remote monitoring algorithm during follow-up. | 1 year |
| Patient and Healthcare Professional Satisfaction with the Care Pathway | Self-reported satisfaction and healthcare professional satisfaction with integrated ambulatory care pathway measured using a 10-point Likert scale questionnaire | At the end of follow up or the study period |
| Background |
| Girerd N, Barbet V, Seronde MF, Benchimol H, Jagu A, Tartiere JM, Hanon O, Picard F, Lafitte S, Lemaitre M, Pages N, Nisse-Durgeat S, Jourdain P. Association of a remote monitoring programme with all-cause mortality and hospitalizations in patients with heart failure: National-scale, real-world evidence from a 3-year propensity score analysis of the TELESAT-HF study. Eur J Heart Fail. 2025 Sep;27(9):1658-1669. doi: 10.1002/ejhf.3563. Epub 2025 Jan 14. |
| 36034602 | Background | Pages N, Picard F, Barritault F, Amara W, Lafitte S, Maribas P, Abassade P, Labarre JP, Boulestreau R, Chaouky H, Abdennadher M, Lemieux H, Lasserre R, Bedel C, Betito L, Nisse-Durgeat S, Diebold B. Remote patient monitoring for chronic heart failure in France: When an innovative funding program (ETAPES) meets an innovative solution (Satelia(R) Cardio). Digit Health. 2022 Aug 22;8:20552076221116774. doi: 10.1177/20552076221116774. eCollection 2022 Jan-Dec. |