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Rest-activity rhythmicity as digital biomarkers of postoperative recovery and complications in children
Michela Carter1, Rui Hua2,3, Megan K O'Brien3,4
1Division of Pediatric Surgery, Department of Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Insights
Consumer wearables can track children's circadian rhythms after surgery. Distinct rest-activity rhythmicity (RAR) patterns in children with and without complications suggest RAR metrics are useful digital biomarkers for recovery.
Area of Science:
- Pediatric surgery
- Circadian biology
- Digital health
Background:
- Surgery and postoperative complications disrupt children's natural circadian rhythms.
- Measuring these rhythms is crucial for understanding recovery but lacks practical clinical tools.
Purpose of the Study:
- To investigate the feasibility of using consumer wearable devices to monitor circadian rhythms in children post-appendectomy.
- To identify distinct rest-activity rhythmicity (RAR) patterns between children with and without postoperative complications.
Main Methods:
- Children aged 3-18 undergoing appendectomy used a Fitbit for 21 days post-operation.
- Three novel RAR metrics were calculated: 24-hour activity rhythm periodicity and amplitude, and 24-hour heart rate (HR) rhythm circadian quotient.
- RAR trajectories were compared between patients with and without complications.
Main Results:
- Ninety-four patients were analyzed; 13 experienced complications.
- In uncomplicated cases, RAR metrics plateaued between postoperative days 11-20.
- Children with complications showed increased RAR metrics but no plateau within the study period.
Conclusions:
- Wearable-derived circadian rhythm data show different RAR metric patterns in children with and without postoperative complications.
- RAR metrics derived from wearables show potential as digital biomarkers for tracking pediatric recovery and detecting complications.
Objective:
Surgery and postoperative complications disrupt circadian rhythms. While clinicians recognize the implicit value of circadian rhythms to evaluate postoperative recovery, the absence of a practical means to measure them has limited their exploration and integration into clinical practice in children.
Methods:
Consumer wearable device (Fitbit) was given to children 3-18 years old who underwent laparoscopic appendectomy for complicated appendicitis and data were collected during postoperative days (POD) 1 to 21. Three novel rest-activity rhythmicity (RAR) metrics were computed from minute-by-minute continuous Fitbit data: (1) Periodicity and (2) Amplitude of the 24-hour Activity Rhythm; and (3) Circadian quotient of the 24-hour heart rate (HR) Rhythm. RAR trajectories were aggregated for patients without postoperative complications and compared against trajectories for patients with complications.
Results:
Ninety-four patients were included in the analysis (n=13 [14%] with complications). For patients without complications, three RAR metrics gradually increased in intensity until reaching plateaus between POD 11-20 (Periodicity of the 24-hour Activity Rhythm, 95% confidence interval [CI]: POD 9-14; Amplitude of the 24-hour Activity Rhythm, 95% CI: POD 16-24; Circadian quotient of the 24-hour HR Rhythm, 95% CI: POD 9-15). Although the RAR metrics for children with complications increased in intensity, none plateaued during the 21-day study period.
Conclusion:
Wearable-derived circadian rhythms demonstrated distinct patterns in RAR metrics for children with and without complications during the 21-day study period following appendectomy. This suggests that the RAR may be relevant digital biomarkers to track postoperative recovery and identify complications in pediatric populations.
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