Hydrostasis, Inc. has developed a wearable hydration monitoring system that provides real-time tracking of total body water (TBW) status and provides alerts to users and remote monitors to ensure timely intervention when hydration deviates from an optimal range. This technology developed for healthy athletes has the potential to transform how millions of older adults with heart failure (HF) and their physicians monitor and respond to fluctuations in TBW. However, adapting the technology for use in this population may require a) tailoring the hydration detection algorithm to accommodate differences related to patient age and disease status and b) tailoring the alert system to meet the needs of older adults and their healthcare providers. If successfully adapted, this technology could 1) improve patient-centered control of hydration status, 2) reduce physician burden for disease management, 3) reduce cost / burden of inadequate medication management and hospitalization rates associated with weight-based hydration monitoring, and 4) improve patient outcomes and quality of life. For many patients, fluid retention (congestion) is a pronounced symptom of the underlying cardiac insufficiency, and the presence of excess fluid uniformly signals a problem that must be addressed to avoid costly hospitalizations and increased risk of near-term mortality associated with decompensation. Proper management requires frequent monitoring of TBW status and intervention in response to fluid accumulation, but the current standard is daily weight monitoring, which has only 9% sensitivity to detect clinically relevant changes. The wearable Hydrostasis sensor uses diffuse near-infrared spectroscopy to assess hydration in tissue up to 2 cm below the skin. The proposed SBIR Phase I project is a step toward adapting this technology to provide continuous at-home monitoring plus threshold-based alerts for patients and physicians. Aim 1. Adapt the Hydrostasis monitoring system for use in older adults. Tasks: 1) Assess performance of the current algorithm over one week in 30 older adults. 2) Refine the algorithm. 2) Assess how the refined algorithms personalized hydration index (PHI) compares to urine specific gravity in older adults. Milestones: 1) Enroll 15 males, 15 females age 65 +; 2) obtain ? 4 hours of data per day for 7 days on ? 80% of participants; 3) obtain 3-day use test data on ? 80% of participants; 4) PHI sensitive to ? 2% change in TBW. Aim 2. Adapt the Hydrostasis alert system to provide alerts tailored for older adult users and physicians. Tasks: 1) Convene patient & physician focus groups to identify user preferences for monitoring platforms/alerts, 2) Adapt platforms to accommodate preferences and deliver alerts when hydration status reaches clinically actionable thresholds. Milestones: 1) Enroll 10 males, 10 females age 65+ with HF; 2) Enroll 6 male, 6 female cardiologists; 3) Develop spec lists of prioritized user preferences for app and platform elements; 4) Integrate ? 90% of high- priority and ? 70% of medium-priority preferences; 5) Refined software has SUS ? 73 for patients and ? 65 for physicians. Future work will further refine the algorithm and threshold-based alerts for use in each stage of HF.
Public Health Relevance Statement: PROJECT NARRATIVEPatients with heart failure are at risk of excess fluid retention that can worsen the symptoms and worsen the immediate and long-term performance of the heart, and accumulation of excess fluid contributes to costly hospitalizations and a higher risk of death within one year. Monitoring fluid retention and making lifestyle or medication changes to reverse fluid accumulation is critical for preventing hospitalizations and improving overall outcomes, but for more than 90% of patients with heart failure, daily weighing is the best available monitoring approach. This study is designed to address the need for a better monitoring solution by adapting a wearable body water monitor for use in heart failure and develop alerts to tell patients and physicians when lifestyle and medication changes are needed to improve outcomes.
Project Terms: Address; Adult; Age; Algorithms; American; base; Behavior; behavior change; Behavioral; Blood flow; Body Water; burden of illness; Cardiac; clinically actionable; clinically relevant; Complex; Computer software; Congestive; cost; Counseling; Data; design; Detection; Diagnosis; Diffuse; Disease; Disease Management; Dyspnea; Eating; Edema; Elderly; Elements; Enrollment; Ensure; Evaluation; Fatigue; Fatty acid glycerol esters; Female; Focus Groups; Future; Health Care Costs; Health Personnel; Heart; Heart failure; high risk; Home environment; Hospital Costs; Hospitalization; hospitalization rates; Hour; Hydration status; improved; improved outcome; indexing; Intake; Intervention; Life; Life Style; Link; Liquid substance; male; Medical; Medication Management; mobile application; Monitor; mortality; mortality risk; Near-Infrared Spectroscopy; Outcome; Participant; patient oriented; Patient Preferences; Patient risk; Patient-Focused Outcomes; Patients; Performance; Peripheral; Pharmaceutical Preparations; Phase; Physicians; Population; preference; prevent; Quality of life; Reporting; response; Risk; Schedule; sensor; Signal Transduction; Skin; Skin Pigmentation; Small Business Innovation Research Grant; Specific Gravity; Symptoms; System; Technology; Testing; Time; Tissues; trend; Urine; Visit; Water; water testing; wearable sensor technology; Weighing patient; Weight; Weight Gain; Work
