Remote Monitoring of Vital and Activity Parameters in Chronic Transfusion-Dependent Patients: A Feasibility Pilot Using Wearable Biosensors.

Q1 Computer Science
Digital Biomarkers Pub Date : 2022-10-28 eCollection Date: 2022-09-01 DOI:10.1159/000526438
Rik Paulus Bernardus Tonino, Mackenzie Tweardy, Stephan Wegerich, Rolf Brouwer, Jaap Jan Zwaginga, Martin Roelof Schipperus
{"title":"Remote Monitoring of Vital and Activity Parameters in Chronic Transfusion-Dependent Patients: A Feasibility Pilot Using Wearable Biosensors.","authors":"Rik Paulus Bernardus Tonino, Mackenzie Tweardy, Stephan Wegerich, Rolf Brouwer, Jaap Jan Zwaginga, Martin Roelof Schipperus","doi":"10.1159/000526438","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Little is known if, and to what extent, outpatient red blood cell (RBC) transfusions benefit chronic transfusion-dependent patients. Costs, labour, and potential side effects of RBC transfusions cause a restrictive transfusion strategy to be the standard of care. However, effects on the actual performance and quality of life of patients who require RBCs on a regular basis are hardly studied. The aim of this study was to assess if new technologies and techniques like wearable biosensor devices and web-based testing can be used to measure physiological changes, functional activity, and hence eventually better assess quality of life in a cohort of transfusion-dependent patients.</p><p><strong>Methods: </strong>We monitored 5 patients who regularly receive transfusions during one transfusion cycle with the accelerateIQ biosensor platform, the Withings Steel HR, and web-based cognitive and quality of life testing.</p><p><strong>Results: </strong>Data collection by the deployed devices was shown to be feasible; the AccelerateIQ platform rendered data of which 97.8% was of high quality and usable; of the data the Withings Steel HR rendered, 98.9% was of high quality and usable. Furthermore, heart rate decreased and cognition improved significantly following RBC transfusions. Activity and quality of life measures did not show transfusion-induced changes.</p><p><strong>Conclusion: </strong>In a 5-patient cohort of transfusion-dependent patients, we found that the accelerateIQ, Withings Steel HR, and CANTAB platforms enable acquisition of high-quality data. The collected data suggest that RBC transfusions significantly and reversibly decrease heart rate and increase sustained attention in this cohort. This feasibility study justifies larger validation trials to confirm that these wearables can indeed help to determine personalized RBC transfusion strategies and thus optimization of each patient's quality of life.</p>","PeriodicalId":11242,"journal":{"name":"Digital Biomarkers","volume":"6 3","pages":"117-126"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/1c/81/dib-0006-0117.PMC9710428.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Digital Biomarkers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1159/000526438","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2022/9/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"Computer Science","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Little is known if, and to what extent, outpatient red blood cell (RBC) transfusions benefit chronic transfusion-dependent patients. Costs, labour, and potential side effects of RBC transfusions cause a restrictive transfusion strategy to be the standard of care. However, effects on the actual performance and quality of life of patients who require RBCs on a regular basis are hardly studied. The aim of this study was to assess if new technologies and techniques like wearable biosensor devices and web-based testing can be used to measure physiological changes, functional activity, and hence eventually better assess quality of life in a cohort of transfusion-dependent patients.

Methods: We monitored 5 patients who regularly receive transfusions during one transfusion cycle with the accelerateIQ biosensor platform, the Withings Steel HR, and web-based cognitive and quality of life testing.

Results: Data collection by the deployed devices was shown to be feasible; the AccelerateIQ platform rendered data of which 97.8% was of high quality and usable; of the data the Withings Steel HR rendered, 98.9% was of high quality and usable. Furthermore, heart rate decreased and cognition improved significantly following RBC transfusions. Activity and quality of life measures did not show transfusion-induced changes.

Conclusion: In a 5-patient cohort of transfusion-dependent patients, we found that the accelerateIQ, Withings Steel HR, and CANTAB platforms enable acquisition of high-quality data. The collected data suggest that RBC transfusions significantly and reversibly decrease heart rate and increase sustained attention in this cohort. This feasibility study justifies larger validation trials to confirm that these wearables can indeed help to determine personalized RBC transfusion strategies and thus optimization of each patient's quality of life.

Abstract Image

Abstract Image

Abstract Image

远程监测慢性输血依赖患者的生命和活动参数:使用可穿戴生物传感器进行可行性试验。
导言:门诊输注红细胞(RBC)是否对依赖输血的慢性病患者有益以及有益程度如何,人们知之甚少。输注红细胞的成本、人力和潜在副作用导致限制性输血策略成为治疗标准。然而,对需要定期输注 RBC 的患者的实际表现和生活质量的影响却鲜有研究。本研究旨在评估可穿戴生物传感器设备和网络测试等新技术和新工艺是否可用于测量依赖输血患者的生理变化和功能活动,从而最终更好地评估他们的生活质量:我们使用 accelerateIQ 生物传感器平台、Withings Steel HR 以及基于网络的认知和生活质量测试,在一个输血周期内对 5 名定期接受输血的患者进行了监测:使用所部署的设备收集数据证明是可行的;AccelerateIQ 平台提供的数据中,97.8% 是高质量和可用的;Withings Steel HR 提供的数据中,98.9% 是高质量和可用的。此外,输注红细胞后,心率降低,认知能力明显提高。活动能力和生活质量的衡量标准并未显示出输血引起的变化:在 5 名输血依赖患者队列中,我们发现 accelerateIQ、Withings Steel HR 和 CANTAB 平台能够采集到高质量的数据。收集到的数据表明,输注红细胞可显著且可逆地降低心率,并提高该组患者的持续注意力。这项可行性研究证明有必要进行更大规模的验证试验,以确认这些可穿戴设备确实有助于确定个性化的红细胞输注策略,从而优化每位患者的生活质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Digital Biomarkers
Digital Biomarkers Medicine-Medicine (miscellaneous)
CiteScore
10.60
自引率
0.00%
发文量
12
审稿时长
23 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信