Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression Symptoms

Regular exercise can reduce depression. However, the uptake of exercise is limited in patients with end-stage renal disease undergoing hemodialysis. To address the gap, we designed a gamified non-weight-bearing intradialytic exercise program (exergame). The intradialytic exergame is virtually superv...

Full description

Bibliographic Details
Main Authors: He Zhou, Fadwa Al-Ali, Gu Eon Kang, Abdullah I. Hamad, Rania A. Ibrahim, Talal K. Talal, Bijan Najafi
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/6/1571
id doaj-3e9b91b495d247c0b2482e3e1f6b118f
record_format Article
spelling doaj-3e9b91b495d247c0b2482e3e1f6b118f2020-11-25T02:34:26ZengMDPI AGSensors1424-82202020-03-01206157110.3390/s20061571s20061571Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression SymptomsHe Zhou0Fadwa Al-Ali1Gu Eon Kang2Abdullah I. Hamad3Rania A. Ibrahim4Talal K. Talal5Bijan Najafi6Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USAFahad Bin Jassim Kidney Center, Department of Nephrology, Hamad General Hospital, Hamad Medical Corporation, PO Box 3050 Doha, QatarInterdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USAFahad Bin Jassim Kidney Center, Department of Nephrology, Hamad General Hospital, Hamad Medical Corporation, PO Box 3050 Doha, QatarFahad Bin Jassim Kidney Center, Department of Nephrology, Hamad General Hospital, Hamad Medical Corporation, PO Box 3050 Doha, QatarDiabetic Foot and Wound Clinic, Hamad Medical Corporation, PO Box 3050, Doha, QatarInterdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USARegular exercise can reduce depression. However, the uptake of exercise is limited in patients with end-stage renal disease undergoing hemodialysis. To address the gap, we designed a gamified non-weight-bearing intradialytic exercise program (exergame). The intradialytic exergame is virtually supervised based on its interactive feedback via wearable sensors attached on lower extremities. We examined the effectiveness of this program to reduce depression symptoms compared to nurse-supervised intradialytic exercise in 73 hemodialysis patients (age = 64.5 &#177; 8.7years, BMI = 31.6 &#177; 7.6kg/m<sup>2</sup>). Participants were randomized into an exergame group (EG) or a supervised exercise group (SG). Both groups received similar exercise tasks for 4 weeks, with three 30 min sessions per week, during hemodialysis treatment. Depression symptoms were assessed at baseline and the fourth week using the Center for Epidemiologic Studies Depression Scale. Both groups showed a significant reduction in depression score (37%, <i>p</i> &lt; 0.001, Cohen&#8217;s effect size <i>d</i> = 0.69 in EG vs. 41%, <i>p</i> &lt; 0.001, <i>d</i> = 0.65 in SG) with no between-group difference for the observed effect (<i>p</i> &gt; 0.050). The EG expressed a positive intradialytic exercise experience including fun, safety, and helpfulness of sensor feedback. Together, results suggested that the virtually supervised low-intensity intradialytic exergame is feasible during routine hemodialysis treatment. It also appears to be as effective as nurse-supervised intradialytic exercise to reduce depression symptoms, while reducing the burden of administrating exercise on dialysis clinics.https://www.mdpi.com/1424-8220/20/6/1571exergamedepressionhemodialysisintradialytic exerciseend-stage renal diseasewearabledigital healthvirtual realitysensor
collection DOAJ
language English
format Article
sources DOAJ
author He Zhou
Fadwa Al-Ali
Gu Eon Kang
Abdullah I. Hamad
Rania A. Ibrahim
Talal K. Talal
Bijan Najafi
spellingShingle He Zhou
Fadwa Al-Ali
Gu Eon Kang
Abdullah I. Hamad
Rania A. Ibrahim
Talal K. Talal
Bijan Najafi
Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression Symptoms
Sensors
exergame
depression
hemodialysis
intradialytic exercise
end-stage renal disease
wearable
digital health
virtual reality
sensor
author_facet He Zhou
Fadwa Al-Ali
Gu Eon Kang
Abdullah I. Hamad
Rania A. Ibrahim
Talal K. Talal
Bijan Najafi
author_sort He Zhou
title Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression Symptoms
title_short Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression Symptoms
title_full Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression Symptoms
title_fullStr Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression Symptoms
title_full_unstemmed Application of Wearables to Facilitate Virtually Supervised Intradialytic Exercise for Reducing Depression Symptoms
title_sort application of wearables to facilitate virtually supervised intradialytic exercise for reducing depression symptoms
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-03-01
description Regular exercise can reduce depression. However, the uptake of exercise is limited in patients with end-stage renal disease undergoing hemodialysis. To address the gap, we designed a gamified non-weight-bearing intradialytic exercise program (exergame). The intradialytic exergame is virtually supervised based on its interactive feedback via wearable sensors attached on lower extremities. We examined the effectiveness of this program to reduce depression symptoms compared to nurse-supervised intradialytic exercise in 73 hemodialysis patients (age = 64.5 &#177; 8.7years, BMI = 31.6 &#177; 7.6kg/m<sup>2</sup>). Participants were randomized into an exergame group (EG) or a supervised exercise group (SG). Both groups received similar exercise tasks for 4 weeks, with three 30 min sessions per week, during hemodialysis treatment. Depression symptoms were assessed at baseline and the fourth week using the Center for Epidemiologic Studies Depression Scale. Both groups showed a significant reduction in depression score (37%, <i>p</i> &lt; 0.001, Cohen&#8217;s effect size <i>d</i> = 0.69 in EG vs. 41%, <i>p</i> &lt; 0.001, <i>d</i> = 0.65 in SG) with no between-group difference for the observed effect (<i>p</i> &gt; 0.050). The EG expressed a positive intradialytic exercise experience including fun, safety, and helpfulness of sensor feedback. Together, results suggested that the virtually supervised low-intensity intradialytic exergame is feasible during routine hemodialysis treatment. It also appears to be as effective as nurse-supervised intradialytic exercise to reduce depression symptoms, while reducing the burden of administrating exercise on dialysis clinics.
topic exergame
depression
hemodialysis
intradialytic exercise
end-stage renal disease
wearable
digital health
virtual reality
sensor
url https://www.mdpi.com/1424-8220/20/6/1571
work_keys_str_mv AT hezhou applicationofwearablestofacilitatevirtuallysupervisedintradialyticexerciseforreducingdepressionsymptoms
AT fadwaalali applicationofwearablestofacilitatevirtuallysupervisedintradialyticexerciseforreducingdepressionsymptoms
AT gueonkang applicationofwearablestofacilitatevirtuallysupervisedintradialyticexerciseforreducingdepressionsymptoms
AT abdullahihamad applicationofwearablestofacilitatevirtuallysupervisedintradialyticexerciseforreducingdepressionsymptoms
AT raniaaibrahim applicationofwearablestofacilitatevirtuallysupervisedintradialyticexerciseforreducingdepressionsymptoms
AT talalktalal applicationofwearablestofacilitatevirtuallysupervisedintradialyticexerciseforreducingdepressionsymptoms
AT bijannajafi applicationofwearablestofacilitatevirtuallysupervisedintradialyticexerciseforreducingdepressionsymptoms
_version_ 1724808858888568832