Heart Failure
Conditions
Brief summary
To assess investigator engagement of μCor system data in the context of heart failure management. The μCor system includes a sensor and wearable patch for fluid management.
Detailed description
Subjects meeting the inclusion/exclusion criteria will wear the μCor for up to 90 days. During the study, face to face follow up will occur every 30 days. For all subjects, each scheduled clinic visit will include assessment of cardiac signs, symptoms, and any relevant clinically actionable events. The subject will be given a daily diary to track symptoms, hospital visits, medication changes, and all other heart failure related clinical events. Weekly phone calls to the subject will be given throughout the duration of the study to remind the patient to use the subject diary and to collect and record heart failure related clinical events. The subject's health care provider team will receive the μCor data through access to a clinical tool interface. The clinical tool will send data updates that are dependent on the μCor data trends. The data updates will allow the health care provider team to take action when the data indicate worsening heart failure, within the context of standard of care medical practice and patient specific parameters. Weekly data reports will be delivered to the investigators. Subjects will be contacted six months and one year from initial enrollment to assess the vital status of the subject, any heart failure related clinical events since the end of μCor wear, and any health care utilization since the end of μCor wear.
Interventions
μCor consists of the following components: A) Patch B) Sensor C) Charger D) Data transmission device (Gateway) E) Server Once activated, the wearable Sensor automatically acquires ECG, RF readings, heart rate, respiration rate, activity, and posture measurements.
Sponsors
Study design
Eligibility
Inclusion criteria
* 4.1.1 Subjects hospitalized for acute decompensated heart failure and enrolled in the study within 10 days post-hospital discharge. * 4.1.2 Subjects who have had an acute heart failure event requiring medical management in the previous 180 days of index hospitalization admission. This acute heart failure event admission must be at least 2 weeks apart from the event admission in 4.1.1 * 4.1.3 Subjects 21 years of age or older on the day of screening.
Exclusion criteria
* 4.2.1 Subjects who are wearing the wearable cardioverter defibrillator (WCD) * 4.2.2 Subjects not expected to survive one year from enrollment from non-cardiac disease. * 4.2.3 Subjects with skin allergy or sensitivity to medical adhesives. * 4.2.4 Subjects anticipated to start dialysis within 90 days. * 4.2.5 Subjects currently implanted with an subcutaneous implantable cardio defibrillator (S-ICD) system. * 4.2.6 Subjects who received a percutaneous coronary intervention (PCI) less than 24 hours after onset of heart failure related symptoms during index hospitalization. * 4.2.7 Subjects who are unable to participate in all follow up visits. * 4.2.8 Subjects participating in research other than a registry at the time of enrollment. * 4.2.9 Subjects currently implanted with a Left Ventricular Assist Device (LVAD). * 4.2.10 Subjects with self-reported pregnancy. * 4.2.11 Subjects currently being actively managed with any device based remote HF monitoring.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Number of Times High μCor Measurements Were Reduced Below Threshold Levels After Medication Was Titrated or Lifestyle Modifications Were Recommended | 90 days | 482 medication changes or lifestyle (MC/LS) modifications occurred within the first 90 days of the study. To include only medication changes preceded and followed by sufficient µCor data to determine a threshold crossing, medication changes within the first 2 weeks of the study or the final 3 weeks of device wear were discarded. This resulted in in 262 analyzable changes. Changes occurring within 1 week of another change were grouped together. This resulted in 192 change events. Time windows were defined as 0-13 days before the first change in a change event vs. 8-21 days after the last change in a change event. A high μCor measurement was defined as the receipt of a data update by the site. A low μCor measurement was defined as the absence of a data update received by the site. |
| Number of Data Updates Received by the uCor Subject Management System | 90 days | Each time a subject's thoracic fluid index (TFI) exceeded a threshold for 3 consecutive days, a data update report was generated by the uCor management system. The site then confirmed its receipt of the data update by completing a case report form. At least 1 of these case report forms was completed for 56 subjects. |
| Approximate Time Spent Reviewing Data Reports Assessment Across Sites (PO 2: Part 1/2) | 90 days | Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. Sites reported whether they spent less than 5, 5 to 10, or greater than 10 minutes reviewing each report. At least 1 of these case report forms was completed for 214 subjects. |
| Approximate Time Spent Reviewing Data Reports Assessment Within Sites (PO 2: Part 2/2) | 90 days | Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. Sites reported whether they spent less than 5, 5 to 10, or greater than 10 minutes reviewing each report. At least 1 of these case report forms was completed for 214 subjects. |
| The Number of Medication Changes Based on Subject Incidental Findings | 90 days | During weekly planned phone calls, planned office visits, and unplanned office visits, sites asked subjects whether they underwent any changes to their heart failure and/or cardiac medications since the last phone call and reported the result in a case report form. At least 1 of these case report forms was completed for 241 subjects. |
| The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 1/3) | 90 days | Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. In each context, the subject was asked whether their symptoms changed. If yes, the site reported in a case report form whether it took action to treat the subject in the form of a medication change or lifestyle modification. At least one of these case report forms (CRFs) was completed for 214 subjects |
| The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 2/3) | 90 days | Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. In each context, the subject was asked whether their symptoms changed. If yes, the site reported in a case report form whether it took action to treat the subject in the form of a medication change or lifestyle modification. At least one of these case report forms (CRFs) was completed for 214 subjects. |
| The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 3/3) | 90 days | Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. In each context, the subject was asked whether their symptoms changed. If yes, the site reported in a case report form whether it took action to treat the subject in the form of a medication change or lifestyle modification. At least one of these case report forms (CRFs) was completed for 214 subjects |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Strength of Association Between μCor Measurements and Clinically Related Heart Failure Events. | 90 days | Definitions: Daytime: 7:00 AM - 12:00 AM Nighttime: 12:00 AM - 7:00 AM For each day on which the subject wore the device, the following values were calculated: Daytime activity: The proportion of minutes while wearing the device that the subject spent active (unitless). Nighttime heart rate: The median heart rate while wearing the device during the night (beats/min) Thoracic fluid index: The median proportion of ratio of radiofrequency-measured lung fluid readings compared to the subject's baseline (unitless). Nighttime posture: The median pitch angle while wearing the device during the night (degrees, where 0 is the horizontal). Nighttime respiration: The median respiration rate while wearing the device during the night (breaths/min) HF event: a hospitalization, emergency room visit, observation unit visit, unplanned clinic visit, or death primarily due to heart failure. |
| Strength of Association Between μCor Measurements and Subject Reported Symptoms | 90 days | During office visits at months 1, 2, and 3, subjects reported their degrees of dyspnea, orthopnea, and fatigue on the following scale: \[none, seldom, frequent, continuous\]. Each day that the subject wore the device, a daily median was calculated for the following measures: \[thoracic fluid index, nighttime heart rate, nighttime respiration rate\]. Nighttime was defined as 12:00 AM - 7:00 AM. |
| Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | 90 days | During office visits at months 1, 2, and 3, subjects reported their degrees of dyspnea, orthopnea, and fatigue on the following scale: \[none, seldom, frequent, continuous\]. |
| Hospital Readmission Rate, Physician Visit Rate, and Outpatient Clinic Visit Rate During the Study Period | 90 days | For each weekly phone call and monthly office visit, each subject reported whether they experienced a hospitalization or emergency room visit since their last call/visit. An adjudication committee of physicians determined whether each event was due to HF or not. |
| Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Mortality Data | 6 months and 1 year | On each subject's final date of study participation, their survival status was recorded. |
| Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death | 6 months and 1 year | On each subject's final date of study participation, in the case of death, the cause of death was recorded. |
| Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Quality of Life Data | 6 months and 1 year | At 0 months, 6 months, and 1 year after enrollment, subjects completed a Kansas City Cardiomyopathy Questionnaire (KCCQ-12). Quality of life is calculated as: KCCQ12-QL = 100\*\[(average of Questions 6 and 7) - 1\]/4 Score is scaled 0-100, where 0 denotes the lowest reportable health status and 100 the highest. |
| Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data | 6 months and 1 year | For each weekly phone call, monthly office visit, 6-month phone call, and 1-year phone call, each subject reported whether they experienced a hospitalization, emergency room visit, or unplanned doctor's office visit since their last call/visit. |
Countries
Austria, France, Germany, United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| uCor Wearers Subjects wearing the uCor device | 249 |
| Total | 249 |
Withdrawals & dropouts
| Period | Reason | FG000 |
|---|---|---|
| Overall Study | Non-compliant site | 4 |
| Overall Study | Protocol Violation | 12 |
Baseline characteristics
| Characteristic | uCor Wearers |
|---|---|
| Age, Continuous | 68.6 years STANDARD_DEVIATION 13.1 |
| Blood Pressure (Diastolic) | 72.2 mmHg STANDARD_DEVIATION 12.1 |
| Blood Pressure (Systolic) | 126.2 mmHg STANDARD_DEVIATION 20 |
| Cardiac Device History History of Implantable Cardioverter Defibrillator(ICD) N/A or Unknown | 0 Participants |
| Cardiac Device History History of Implantable Cardioverter Defibrillator(ICD) No | 200 Participants |
| Cardiac Device History History of Implantable Cardioverter Defibrillator(ICD) Yes | 49 Participants |
| Cardiac Device History History of Pacemaker N/A or Unknown | 0 Participants |
| Cardiac Device History History of Pacemaker No | 204 Participants |
| Cardiac Device History History of Pacemaker Yes | 45 Participants |
| Cardiac Device History ICD Active at Enrollment N/A or Unknown | 200 Participants |
| Cardiac Device History ICD Active at Enrollment No | 0 Participants |
| Cardiac Device History ICD Active at Enrollment Yes | 49 Participants |
| Cardiac Device History Pacemaker Active at Enrollment N/A or Unknown | 204 Participants |
| Cardiac Device History Pacemaker Active at Enrollment No | 2 Participants |
| Cardiac Device History Pacemaker Active at Enrollment Yes | 43 Participants |
| Educational Level Bachelors or Associates | 37 Participants |
| Educational Level Graduate or Professional | 13 Participants |
| Educational Level High School | 132 Participants |
| Educational Level Less than High School | 57 Participants |
| Educational Level N/A or Unknown | 10 Participants |
| Ejection Fraction (Max) | 44.9 percent of ejection fraction STANDARD_DEVIATION 15.7 |
| Ejection Fraction (Min) | 41.3 percent of ejection fraction STANDARD_DEVIATION 15.6 |
| Employment Status Employed | 32 Participants |
| Employment Status Homemaker | 2 Participants |
| Employment Status Retired | 152 Participants |
| Employment Status Student | 0 Participants |
| Employment Status Unemployed | 63 Participants |
| Heart Failure Etiology Ischemic | 102 Participants |
| Heart Failure Etiology Mixed | 13 Participants |
| Heart Failure Etiology N/A or Unknown | 4 Participants |
| Heart Failure Etiology Non-ischemic | 130 Participants |
| Heart Rate (per min) | 77.1 beats per minute STANDARD_DEVIATION 13.2 |
| Height | 66.6 inches STANDARD_DEVIATION 4.1 |
| History of Angina No | 159 Participants |
| History of Angina Unknown | 12 Participants |
| History of Angina Yes | 78 Participants |
| History of Arrhythmia No | 88 Participants |
| History of Arrhythmia Unknown | 8 Participants |
| History of Arrhythmia Yes | 153 Participants |
| History of Chronic Kidney Disease (CKD) No | 128 Participants |
| History of Chronic Kidney Disease (CKD) Unknown | 3 Participants |
| History of Chronic Kidney Disease (CKD) Yes | 118 Participants |
| History of Chronic Obstructive Pulmonary Disease (COPD) No | 157 Participants |
| History of Chronic Obstructive Pulmonary Disease (COPD) Unknown | 6 Participants |
| History of Chronic Obstructive Pulmonary Disease (COPD) Yes | 86 Participants |
| History of Coronary Artery Bypass Graft (CABG) No | 199 Participants |
| History of Coronary Artery Bypass Graft (CABG) Unknown | 2 Participants |
| History of Coronary Artery Bypass Graft (CABG) Yes | 48 Participants |
| History of Diabetes No | 107 Participants |
| History of Diabetes Unknown | 1 Participants |
| History of Diabetes Yes | 141 Participants |
| History of Hypertension No | 14 Participants |
| History of Hypertension Uknown | 2 Participants |
| History of Hypertension Yes | 233 Participants |
| History of Myocardial Infarction (MI) No | 157 Participants |
| History of Myocardial Infarction (MI) Unknown | 9 Participants |
| History of Myocardial Infarction (MI) Yes | 83 Participants |
| History of Percutaneous Coronary Intervention (PCI) No | 161 Participants |
| History of Percutaneous Coronary Intervention (PCI) Unknown | 3 Participants |
| History of Percutaneous Coronary Intervention (PCI) Yes | 85 Participants |
| History of Remote Heart Failure(HF) Monitor No | 247 participants |
| History of Remote Heart Failure(HF) Monitor Yes | 2 participants |
| History of Sudden Cardiac Arrest (SCA) No | 237 Participants |
| History of Sudden Cardiac Arrest (SCA) Unknown | 3 Participants |
| History of Sudden Cardiac Arrest (SCA) Yes | 9 Participants |
| History of Syncope No | 208 Participants |
| History of Syncope Unknown | 8 Participants |
| History of Syncope Yes | 33 Participants |
| History of Transient Ischemic Attack (TIA) No | 215 Participants |
| History of Transient Ischemic Attack (TIA) Unknown | 1 Participants |
| History of Transient Ischemic Attack (TIA) Yes | 33 Participants |
| New York Heart Association(NYHA) Class Class I | 7 Participants |
| New York Heart Association(NYHA) Class Class II | 102 Participants |
| New York Heart Association(NYHA) Class Class III | 84 Participants |
| New York Heart Association(NYHA) Class Class IV | 2 Participants |
| New York Heart Association(NYHA) Class Not Documented | 54 Participants |
| Race/Ethnicity, Customized American Indian or Alaskan Native | 1 participants |
| Race/Ethnicity, Customized Asian | 3 participants |
| Race/Ethnicity, Customized Black or African American | 63 participants |
| Race/Ethnicity, Customized Caucasian | 135 participants |
| Race/Ethnicity, Customized Don't Know/ No Response | 0 participants |
| Race/Ethnicity, Customized Hispanic/ Latino | 43 participants |
| Race/Ethnicity, Customized Other | 5 participants |
| Respiratory Rate (per min) | 18 breaths per minute STANDARD_DEVIATION 5.7 |
| Sex: Female, Male Female | 105 Participants |
| Sex: Female, Male Male | 144 Participants |
| Time Since Heart Failure Diagnosis | 4.7 years STANDARD_DEVIATION 5.8 |
| Weight | 205.2 pounds STANDARD_DEVIATION 63.4 |
Adverse events
| Event type | EG000 affected / at risk |
|---|---|
| deaths Total, all-cause mortality | 37 / 265 |
| other Total, other adverse events | 106 / 265 |
| serious Total, serious adverse events | 0 / 265 |
Outcome results
Approximate Time Spent Reviewing Data Reports Assessment Across Sites (PO 2: Part 1/2)
Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. Sites reported whether they spent less than 5, 5 to 10, or greater than 10 minutes reviewing each report. At least 1 of these case report forms was completed for 214 subjects.
Time frame: 90 days
| Arm | Measure | Category | Value (COUNT_OF_UNITS) |
|---|---|---|---|
| uCor Wearers | Approximate Time Spent Reviewing Data Reports Assessment Across Sites (PO 2: Part 1/2) | 0-5 minutes | 1548 Number of data reports |
| uCor Wearers | Approximate Time Spent Reviewing Data Reports Assessment Across Sites (PO 2: Part 1/2) | 5-10 minutes | 427 Number of data reports |
| uCor Wearers | Approximate Time Spent Reviewing Data Reports Assessment Across Sites (PO 2: Part 1/2) | >10 minutes | 132 Number of data reports |
Approximate Time Spent Reviewing Data Reports Assessment Within Sites (PO 2: Part 2/2)
Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. Sites reported whether they spent less than 5, 5 to 10, or greater than 10 minutes reviewing each report. At least 1 of these case report forms was completed for 214 subjects.
Time frame: 90 days
Population: Most common amount of time spent reviewing by each site
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| uCor Wearers | Approximate Time Spent Reviewing Data Reports Assessment Within Sites (PO 2: Part 2/2) | 0-5 minutes | 34 number of sites |
| uCor Wearers | Approximate Time Spent Reviewing Data Reports Assessment Within Sites (PO 2: Part 2/2) | 5-10 minutes | 9 number of sites |
| uCor Wearers | Approximate Time Spent Reviewing Data Reports Assessment Within Sites (PO 2: Part 2/2) | >10 minutes | 1 number of sites |
Number of Data Updates Received by the uCor Subject Management System
Each time a subject's thoracic fluid index (TFI) exceeded a threshold for 3 consecutive days, a data update report was generated by the uCor management system. The site then confirmed its receipt of the data update by completing a case report form. At least 1 of these case report forms was completed for 56 subjects.
Time frame: 90 days
Population: data updates per subject
| Arm | Measure | Value (MEDIAN) |
|---|---|---|
| uCor Wearers | Number of Data Updates Received by the uCor Subject Management System | 3 data updates per subject |
Number of Times High μCor Measurements Were Reduced Below Threshold Levels After Medication Was Titrated or Lifestyle Modifications Were Recommended
482 medication changes or lifestyle (MC/LS) modifications occurred within the first 90 days of the study. To include only medication changes preceded and followed by sufficient µCor data to determine a threshold crossing, medication changes within the first 2 weeks of the study or the final 3 weeks of device wear were discarded. This resulted in in 262 analyzable changes. Changes occurring within 1 week of another change were grouped together. This resulted in 192 change events. Time windows were defined as 0-13 days before the first change in a change event vs. 8-21 days after the last change in a change event. A high μCor measurement was defined as the receipt of a data update by the site. A low μCor measurement was defined as the absence of a data update received by the site.
Time frame: 90 days
Population: MC/LS events preceded by a high uCor measurement within -13 to 0 days
| Arm | Measure | Group | Value (COUNT_OF_UNITS) |
|---|---|---|---|
| uCor Wearers | Number of Times High μCor Measurements Were Reduced Below Threshold Levels After Medication Was Titrated or Lifestyle Modifications Were Recommended | MC/LS preceded by a high μCor meas. w/i -13 to 0 days,followed by a low uCor meas. w/i +8 to+21 days | 21 MC/LS change events |
| uCor Wearers | Number of Times High μCor Measurements Were Reduced Below Threshold Levels After Medication Was Titrated or Lifestyle Modifications Were Recommended | MC/LS preceded by a high μCor meas. w/i -13 to 0 days,followed by a high uCor meas. w/i +8 to+21days | 19 MC/LS change events |
The Number of Medication Changes Based on Subject Incidental Findings
During weekly planned phone calls, planned office visits, and unplanned office visits, sites asked subjects whether they underwent any changes to their heart failure and/or cardiac medications since the last phone call and reported the result in a case report form. At least 1 of these case report forms was completed for 241 subjects.
Time frame: 90 days
Population: Subjects with Medication Changes (MC) based on incidental findings
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| uCor Wearers | The Number of Medication Changes Based on Subject Incidental Findings | Number of subjects with 1 medication change(s) based on incidental findings | 58 Participants |
| uCor Wearers | The Number of Medication Changes Based on Subject Incidental Findings | Number of subjects with 2 medication change(s) based on incidental findings | 35 Participants |
| uCor Wearers | The Number of Medication Changes Based on Subject Incidental Findings | Number of subjects with 3 medication change(s) based on incidental findings | 20 Participants |
| uCor Wearers | The Number of Medication Changes Based on Subject Incidental Findings | Number of subjects with 4 medication change(s) based on incidental findings | 10 Participants |
| uCor Wearers | The Number of Medication Changes Based on Subject Incidental Findings | Number of subjects with 5 medication change(s) based on incidental findings | 8 Participants |
| uCor Wearers | The Number of Medication Changes Based on Subject Incidental Findings | Number of subjects with 6+ medication change(s) based on incidental findings | 8 Participants |
The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 1/3)
Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. In each context, the subject was asked whether their symptoms changed. If yes, the site reported in a case report form whether it took action to treat the subject in the form of a medication change or lifestyle modification. At least one of these case report forms (CRFs) was completed for 214 subjects
Time frame: 90 days
Population: Number of medication changes or lifestyle modifications per subject based on μCor data and symptoms
| Arm | Measure | Group | Value (COUNT_OF_UNITS) |
|---|---|---|---|
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 1/3) | Number of medication changes based on μCor data and symptoms | 114 number of MC/LS changes |
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 1/3) | Number of lifestyle modifications based on μCor data and symptoms | 45 number of MC/LS changes |
The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 2/3)
Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. In each context, the subject was asked whether their symptoms changed. If yes, the site reported in a case report form whether it took action to treat the subject in the form of a medication change or lifestyle modification. At least one of these case report forms (CRFs) was completed for 214 subjects.
Time frame: 90 days
Population: Number of subjects with medication changes based on μCor data and symptoms
| Arm | Measure | Category | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 2/3) | Number of subjects with 1 medication change(s) based on μCor data and symptoms | 38 Participants |
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 2/3) | Number of subjects with 2 medication change(s) based on μCor data and symptoms | 19 Participants |
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 2/3) | Number of subjects with 3+ medication change(s) based on μCor data and symptoms | 11 Participants |
The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 3/3)
Sites reviewed data reports in each of the following contexts: planned weekly phone call, planned office visit, unplanned phone call, unplanned office visit, and data update. In each context, the subject was asked whether their symptoms changed. If yes, the site reported in a case report form whether it took action to treat the subject in the form of a medication change or lifestyle modification. At least one of these case report forms (CRFs) was completed for 214 subjects
Time frame: 90 days
Population: Number of subjects with lifestyle modifications based on μCor data and symptoms
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 3/3) | Number of subjects with 3 lifestyle modification(s) based on μCor data and symptoms | 3 Participants |
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 3/3) | Number of subjects with 4+ lifestyle modification(s) based on μCor data and symptoms | 4 Participants |
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 3/3) | Number of subjects with 1 lifestyle modification(s) based on μCor data and symptoms | 8 Participants |
| uCor Wearers | The Number of Medication Changes(MC) and Lifestyle Modifications(LS) Recommended to the Subject Based on Evaluating μCor Data and Symptoms (PO 3: Part 3/3) | Number of subjects with 2 lifestyle modification(s) based on μCor data and symptoms | 2 Participants |
Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms
During office visits at months 1, 2, and 3, subjects reported their degrees of dyspnea, orthopnea, and fatigue on the following scale: \[none, seldom, frequent, continuous\].
Time frame: 90 days
Population: Each of the 249 participants in the study could contribute data to either Arm/Group depending on the severity of their symptoms across the 3-month study duration.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Fatigue - Nighttime Heart Rate (NHR) | 227 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Fatigue - Nighttime Respiration Rate (NRR) | 230 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Dyspnea - Thoracic Fluid Index (TFI) | 255 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Dyspnea - Nighttime Heart Rate (NHR) | 253 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Dyspnea - Nighttime Respiration Rate (NRR) | 254 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Orthopnea - Thoracic Fluid Index (TFI) | 299 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Orthopnea - Nighttime Heart Rate (NHR) | 294 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Orthopnea - Nighttime Respiration Rate (NRR) | 296 Symptom reports |
| uCor Wearers | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Fatigue - Thoracic Fluid Index (TFI) | 232 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Orthopnea - Nighttime Respiration Rate (NRR) | 56 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Orthopnea - Thoracic Fluid Index (TFI) | 56 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Fatigue - Nighttime Respiration Rate (NRR) | 122 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Fatigue - Nighttime Heart Rate (NHR) | 124 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Dyspnea - Thoracic Fluid Index (TFI) | 100 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Orthopnea - Nighttime Heart Rate (NHR) | 57 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Dyspnea - Nighttime Heart Rate (NHR) | 99 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Fatigue - Thoracic Fluid Index (TFI) | 123 Symptom reports |
| uCor Wearers Reporting Severe Symptoms | Correlations Between uCor Measurements and Patient Reported Symptoms: Mild/Severe Symptoms | Dyspnea - Nighttime Respiration Rate (NRR) | 99 Symptom reports |
Hospital Readmission Rate, Physician Visit Rate, and Outpatient Clinic Visit Rate During the Study Period
For each weekly phone call and monthly office visit, each subject reported whether they experienced a hospitalization or emergency room visit since their last call/visit. An adjudication committee of physicians determined whether each event was due to HF or not.
Time frame: 90 days
Population: Subjects who had hospital readmission, physician visit, and/or outpatient clinic visit during the study period
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| uCor Wearers | Hospital Readmission Rate, Physician Visit Rate, and Outpatient Clinic Visit Rate During the Study Period | Subjects with Hospital Readmission for Heart Failure between enrollment and Day 90 | 32 Participants |
| uCor Wearers | Hospital Readmission Rate, Physician Visit Rate, and Outpatient Clinic Visit Rate During the Study Period | Subjects with an ER visit for Heart Failure between enrollment and Day 90 | 7 Participants |
Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death
On each subject's final date of study participation, in the case of death, the cause of death was recorded.
Time frame: 6 months and 1 year
Population: Descriptive statistics around mortality rate, cause of death, quality of life (QoL), and health care utilization among patients six months and one year after enrollment into the study.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| uCor Wearers | Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death | Cardiac-Sudden Cardiac Arrest | 2 Deaths |
| uCor Wearers | Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death | Cardiac-Heart Failure | 10 Deaths |
| uCor Wearers | Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death | Cardiac-Hypotension | 1 Deaths |
| uCor Wearers | Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death | Cardiac-Heart Disease | 1 Deaths |
| uCor Wearers | Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death | Non-cardiac | 12 Deaths |
| uCor Wearers | Mortality Rate, Cause of Death, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Cause of Death | Unknown | 11 Deaths |
Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data
For each weekly phone call, monthly office visit, 6-month phone call, and 1-year phone call, each subject reported whether they experienced a hospitalization, emergency room visit, or unplanned doctor's office visit since their last call/visit.
Time frame: 6 months and 1 year
Population: All subjects in the study from the timepoint of enrollment until end of study participation.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| uCor Wearers | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data | Subjects with hospitalization for any reason | 120 participants |
| uCor Wearers | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data | Subjects with ER visit for any reason | 101 participants |
| uCor Wearers | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data | Subjects with unplanned doctor's office visit for any reason | 55 participants |
| uCor Wearers Reporting Severe Symptoms | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data | Subjects with hospitalization for any reason | 134 participants |
| uCor Wearers Reporting Severe Symptoms | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data | Subjects with ER visit for any reason | 119 participants |
| uCor Wearers Reporting Severe Symptoms | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Healthcare Utilization Data | Subjects with unplanned doctor's office visit for any reason | 62 participants |
Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Mortality Data
On each subject's final date of study participation, their survival status was recorded.
Time frame: 6 months and 1 year
Population: Descriptive statistics around mortality rate, cause of death, quality of life (QoL), and health care utilization among patients six months and one year after enrollment into the study.
| Arm | Measure | Category | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| uCor Wearers | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Mortality Data | Number of Subjects reported as deceased | 20 Participants |
| uCor Wearers | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Mortality Data | Number of Subjects not reported as deceased | 229 Participants |
| uCor Wearers Reporting Severe Symptoms | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Mortality Data | Number of Subjects reported as deceased | 37 Participants |
| uCor Wearers Reporting Severe Symptoms | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Mortality Data | Number of Subjects not reported as deceased | 212 Participants |
Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Quality of Life Data
At 0 months, 6 months, and 1 year after enrollment, subjects completed a Kansas City Cardiomyopathy Questionnaire (KCCQ-12). Quality of life is calculated as: KCCQ12-QL = 100\*\[(average of Questions 6 and 7) - 1\]/4 Score is scaled 0-100, where 0 denotes the lowest reportable health status and 100 the highest.
Time frame: 6 months and 1 year
Population: Descriptive statistics around mortality rate, cause of death, quality of life (QoL), and health care utilization among patients six months and one year after enrollment into the study.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| uCor Wearers | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Quality of Life Data | 32 score on a scale | Standard Deviation 27.1 |
| uCor Wearers Reporting Severe Symptoms | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Quality of Life Data | 54.8 score on a scale | Standard Deviation 28.3 |
| uCor Wearers - 1 Year Data | Mortality Rate, Heart Failure Related Events, Quality of Life (QoL) and Healthcare Utilization Data at 6 Months and One Year Post Enrollment: Quality of Life Data | 58.2 score on a scale | Standard Deviation 24.9 |
Strength of Association Between μCor Measurements and Clinically Related Heart Failure Events.
Definitions: Daytime: 7:00 AM - 12:00 AM Nighttime: 12:00 AM - 7:00 AM For each day on which the subject wore the device, the following values were calculated: Daytime activity: The proportion of minutes while wearing the device that the subject spent active (unitless). Nighttime heart rate: The median heart rate while wearing the device during the night (beats/min) Thoracic fluid index: The median proportion of ratio of radiofrequency-measured lung fluid readings compared to the subject's baseline (unitless). Nighttime posture: The median pitch angle while wearing the device during the night (degrees, where 0 is the horizontal). Nighttime respiration: The median respiration rate while wearing the device during the night (breaths/min) HF event: a hospitalization, emergency room visit, observation unit visit, unplanned clinic visit, or death primarily due to heart failure.
Time frame: 90 days
Population: The median was calculated for the 7 days prior to the 1st heart failure (HF) event; the median was calculated for the final 7 days of device wear. ROC analysis was performed. Data are presented assuming that the device reading in subjects without events is less than that of subjects with events. Unit of measure: probability that a randomly chosen subject with severe symptoms has a greater device value than a randomly chosen subject with mild symptoms.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| uCor Wearers | Strength of Association Between μCor Measurements and Clinically Related Heart Failure Events. | Daytime Activity | 0.45 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Clinically Related Heart Failure Events. | Nighttime Heart Rate | 0.57 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Clinically Related Heart Failure Events. | Nighttime Respiration Rate | 0.52 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Clinically Related Heart Failure Events. | Nighttime Posture | 0.57 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Clinically Related Heart Failure Events. | Thoracic Fluid Index | 0.61 probability |
Strength of Association Between μCor Measurements and Subject Reported Symptoms
During office visits at months 1, 2, and 3, subjects reported their degrees of dyspnea, orthopnea, and fatigue on the following scale: \[none, seldom, frequent, continuous\]. Each day that the subject wore the device, a daily median was calculated for the following measures: \[thoracic fluid index, nighttime heart rate, nighttime respiration rate\]. Nighttime was defined as 12:00 AM - 7:00 AM.
Time frame: 90 days
Population: The median of the daily medians for each device measure was calculated for the 7 days preceding each office visit. To assess whether reports of severe \[frequent or continuous\] symptoms were associated with greater device measures than reports of mild symptoms \[none or seldom\], ROC analysis was performed. Unit of measure: probability that a randomly chosen subject with severe symptoms has a greater device value than a randomly chosen subject with mild symptoms.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Dyspnea and Thoracic Fluid Index (TFI) | 0.54 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Dyspnea and Nighttime Heart Rate | 0.49 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Dyspnea and Nighttime Respiration Rate | 0.52 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Orthopnea and Thoracic Fluid Index (TFI) | 0.52 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Orthopnea and Nighttime Heart Rate | 0.53 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Orthopnea and Nighttime Respiration Rate | 0.60 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Fatigue and Thoracic Fluid Index (TFI) | 0.57 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Fatigue and Nighttime Heart Rate | 0.51 probability |
| uCor Wearers | Strength of Association Between μCor Measurements and Subject Reported Symptoms | Fatigue and Nighttime Respiration Rate | 0.54 probability |