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Objective Measure for Physical Symptoms in Terminal Phase: Activity Scores from Nonwearable Devices
Kaori C Hatasaki1, Yusuke Kanno1, Saori Toyota2
1Department of Home Health and Palliative Care Nursing, Institute of Science Tokyo Graduate School of Health Care Sciences, Tokyo, Japan.
Journal of Palliative Medicine
|November 3, 2025
Summary
Nighttime activity scores from Nemuri SCAN (NSCAN) correlate with symptom intensity in advanced cancer patients. This nonwearable monitoring may help detect worsening symptoms in the final days of life.
Area of Science:
- Palliative Care
- Gerontology
- Oncology
Background:
- Continuous monitoring of terminal cancer patients using nonwearable devices presents potential advantages.
- Assessing physical symptom intensity is crucial in palliative care.
- Nonwearable monitoring offers a less intrusive method for patient assessment.
Purpose of the Study:
- To determine the association between nighttime activity scores measured by Nemuri SCAN (NSCAN) and physical symptom intensity.
- To evaluate these associations in the final days and weeks of life for advanced cancer patients.
Main Methods:
- Prospective observational study involving 1111 advanced cancer patients in a Japanese palliative care unit.
- Nighttime activity scores (NSCAN) and symptom intensity (pain, nausea, fatigue, shortness of breath) were recorded.
- Jonckheere-Terpstra test was used to analyze associations in the final days (1-3) and weeks (14, 21, 28 days) before death.
Main Results:
- Activity scores increased with worsening of the most severe symptom in the final days and weeks of life (p < 0.001).
- Significant associations were found between activity scores and pain, nausea, fatigue, and shortness of breath one day before death (p < 0.005).
- In the final weeks, activity scores were significantly associated with all symptoms except shortness of breath (p < 0.05).
Conclusions:
- Nemuri SCAN (NSCAN) activity scores show a significant association with symptom intensity in advanced cancer patients nearing end of life.
- NSCAN activity scores may serve as a supplementary tool to identify increases in symptom-related distress.
- This nonwearable monitoring can prompt timely clinical assessment and intervention in the final days of life.

