Joel Lazarus, Iulia Cioroianu, Beate Ehrhardt, David Gurevich, Lisa Kreusser, Benjamin Metcalfe, Prasad Nishtala, Ezio Preatoni, Tamsin H Sharp
{"title":"Data-driven digital health technologies in the remote clinical care of diabetic foot ulcers: a scoping review.","authors":"Joel Lazarus, Iulia Cioroianu, Beate Ehrhardt, David Gurevich, Lisa Kreusser, Benjamin Metcalfe, Prasad Nishtala, Ezio Preatoni, Tamsin H Sharp","doi":"10.3389/fcdhc.2023.1212182","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The availability and effectiveness of Digital Health Technologies (DHTs) to support clinicians, empower patients, and generate economic savings for national healthcare systems are growing rapidly. Of particular promise is the capacity of DHTs to autonomously facilitate remote monitoring and treatment. Diabetic Foot Ulcers (DFUs) are characterised by high rates of infection, amputation, mortality, and healthcare costs. With clinical outcomes contingent on activities that can be readily monitored, DFUs present a promising focus for the application of remote DHTs.</p><p><strong>Objective: </strong>This scoping review has been conducted as a first step toward ascertaining fthe data-related challenges and opportunities for the development of more comprehensive, integrated, and individualised sense/act DHTs. We review the latest developments in the application of DHTs to the remote care of DFUs. We cover the types of DHTs in development and their features, technological readiness, and scope of clinical testing.</p><p><strong>Eligibility criteria: </strong>Only peer-reviewed original experimental and observational studies, case series and qualitative studies were included in literature searches. All reviews and manuscripts presenting pre-trial prototype technologies were excluded.</p><p><strong>Methods: </strong>An initial search of three databases (Web of Science, MEDLINE, and Scopus) generated 1,925 English-language papers for screening. 388 papers were assessed as eligible for full-text screening by the review team. 81 manuscripts were found to meet the eligibility criteria.</p><p><strong>Results: </strong>Only 19% of studies incorporated multiple DHTs. We categorised 56% of studies as 'Treatment-Manual', i.e. studies involving technologies aimed at treatment requiring manual data generation, and 26% as 'Prevention-Autonomous', i.e. studies of technologies generating data autonomously through wearable sensors aimed at ulcer prevention through patient behavioural change. Only 10% of studies involved more ambitious 'Treatment-Autonomous' interventions. We found that studies generally reported high levels of patient adherence and satisfaction.</p><p><strong>Conclusions: </strong>Our findings point to a major potential role for DHTs in remote personalised medical management of DFUs. However, larger studies are required to assess their impact. Here, we see opportunities for developing much larger, more comprehensive, and integrated monitoring and decision support systems with the potential to address the disease in a more complete context by capturing and integrating data from multiple sources from subjective and objective measurements.</p>","PeriodicalId":73075,"journal":{"name":"Frontiers in clinical diabetes and healthcare","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505804/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in clinical diabetes and healthcare","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fcdhc.2023.1212182","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: The availability and effectiveness of Digital Health Technologies (DHTs) to support clinicians, empower patients, and generate economic savings for national healthcare systems are growing rapidly. Of particular promise is the capacity of DHTs to autonomously facilitate remote monitoring and treatment. Diabetic Foot Ulcers (DFUs) are characterised by high rates of infection, amputation, mortality, and healthcare costs. With clinical outcomes contingent on activities that can be readily monitored, DFUs present a promising focus for the application of remote DHTs.
Objective: This scoping review has been conducted as a first step toward ascertaining fthe data-related challenges and opportunities for the development of more comprehensive, integrated, and individualised sense/act DHTs. We review the latest developments in the application of DHTs to the remote care of DFUs. We cover the types of DHTs in development and their features, technological readiness, and scope of clinical testing.
Eligibility criteria: Only peer-reviewed original experimental and observational studies, case series and qualitative studies were included in literature searches. All reviews and manuscripts presenting pre-trial prototype technologies were excluded.
Methods: An initial search of three databases (Web of Science, MEDLINE, and Scopus) generated 1,925 English-language papers for screening. 388 papers were assessed as eligible for full-text screening by the review team. 81 manuscripts were found to meet the eligibility criteria.
Results: Only 19% of studies incorporated multiple DHTs. We categorised 56% of studies as 'Treatment-Manual', i.e. studies involving technologies aimed at treatment requiring manual data generation, and 26% as 'Prevention-Autonomous', i.e. studies of technologies generating data autonomously through wearable sensors aimed at ulcer prevention through patient behavioural change. Only 10% of studies involved more ambitious 'Treatment-Autonomous' interventions. We found that studies generally reported high levels of patient adherence and satisfaction.
Conclusions: Our findings point to a major potential role for DHTs in remote personalised medical management of DFUs. However, larger studies are required to assess their impact. Here, we see opportunities for developing much larger, more comprehensive, and integrated monitoring and decision support systems with the potential to address the disease in a more complete context by capturing and integrating data from multiple sources from subjective and objective measurements.
背景:数字健康技术(DHT)在支持临床医生、增强患者能力和为国家医疗系统创造经济节约方面的可用性和有效性正在迅速增长。特别有希望的是DHT自主促进远程监测和治疗的能力。糖尿病足溃疡(DFU)的特点是感染率、截肢率、死亡率和医疗费用高。由于临床结果取决于可以随时监测的活动,DFU为远程DHT的应用提供了一个有希望的重点。目的:本范围界定审查是确定数据相关挑战和机会的第一步,以开发更全面、集成和个性化的感觉/行为DHT。我们回顾了DHT应用于DFU远程护理的最新进展。我们介绍了正在开发的DHT的类型及其特点、技术准备情况和临床测试范围。合格标准:文献检索仅包括同行评审的原始实验和观察性研究、病例系列和定性研究。所有介绍审前原型技术的审查和手稿均被排除在外。方法:对三个数据库(Web of Science、MEDLINE和Scopus)进行初步搜索,生成1925篇英文论文进行筛选。388篇论文被审查小组评估为符合全文筛选条件。81份手稿符合资格标准。结果:只有19%的研究纳入了多种DHT。我们将56%的研究归类为“治疗手册”,即涉及需要手动生成数据的治疗技术的研究,以及26%的研究分类为“预防自主”,即通过可穿戴传感器自主生成数据的技术研究,旨在通过患者行为改变预防溃疡。只有10%的研究涉及更雄心勃勃的“自主治疗”干预措施。我们发现,研究通常报告患者的依从性和满意度很高。结论:我们的研究结果表明DHT在DFU的远程个性化医疗管理中具有重要的潜在作用。然而,需要进行更大规模的研究来评估其影响。在这里,我们看到了开发更大、更全面、更集成的监测和决策支持系统的机会,这些系统有可能通过从主观和客观测量的多个来源获取和集成数据,在更完整的背景下解决该疾病。