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基于家庭的联网设备结合统计过程控制用于囊性纤维化患者呼吸恶化的早期检测:一项具有前后设计的先导性干预研究。

Home-Based Connected Devices Combined With Statistical Process Control for the Early Detection of Respiratory Exacerbations by Patients With Cystic Fibrosis: Pilot Interventional Study With a Pre-Post Design.

机构信息

Inserm, Hôpital Universitaire Robert Debré, Assistance publique - Hôpitaux de Paris.Nord - Université Paris Cité, Paris, France.

Epidémiologie clinique-évaluation économique appliqué aux populations vulnérables, Inserm, Université Paris Cité, Paris, France.

出版信息

JMIR Form Res. 2024 Oct 28;8:e51753. doi: 10.2196/51753.

Abstract

BACKGROUND

Currently, patients with cystic fibrosis do not routinely monitor their respiratory function at home.

OBJECTIVE

This study aims to assess the clinical validity of using different connected health devices at home to measure 5 physiological parameters to help prevent exacerbations on a personalized basis from the perspective of patient empowerment.

METHODS

A multicenter interventional pilot study including 36 patients was conducted. Statistical process control-the cumulative sum control chart (CUSUM)-was used with connected health device measures with the objective of sending patients alerts at a relevant time in order to identify their individual risk of exacerbations. Associated patient education was delivered. Quantitative and qualitative data were collected.

RESULTS

One-half (18/36) of the patients completed the protocol through the end of the study. During the 12-month intervention, 6162 measures were collected with connected health devices, 387 alerts were sent, and 33 exacerbations were reported. The precision of alerts to detect exacerbations was weak for all parameters, which may be partly related to the low compliance of patients with the measurements. However, a decrease in the median number of exacerbations from 12 months before the study to after the 12-month intervention was observed for patients.

CONCLUSIONS

The use of connected health devices associated with statistical process control showed that it was not acceptable for all patients, especially because of the burden related to measurements. However, the results suggest that it may be promising, after adaptations, for early identification and better management of exacerbations.

TRIAL REGISTRATION

ClinicalTrials.gov NCT03304028; https://clinicaltrials.gov/study/NCT03304028.

摘要

背景

目前,囊性纤维化患者通常不在家中监测呼吸功能。

目的

本研究旨在评估使用不同的互联健康设备在家中测量 5 项生理参数,从患者赋权的角度帮助个性化预防病情加重的临床有效性。

方法

进行了一项包括 36 例患者的多中心干预性试点研究。使用连接健康设备的测量值采用统计过程控制——累积和控制图(CUSUM),目的是在相关时间向患者发送警报,以确定他们个人病情加重的风险。同时提供相关的患者教育。收集了定量和定性数据。

结果

有一半(18/36)的患者完成了研究结束时的方案。在 12 个月的干预期间,使用互联健康设备共采集了 6162 次测量值,发送了 387 次警报,并报告了 33 次病情加重。所有参数的警报检测病情加重的准确性都较弱,这可能部分与患者对测量的依从性较低有关。然而,与研究前 12 个月相比,患者在 12 个月干预后的病情加重中位数有所下降。

结论

与统计过程控制相关联的使用互联健康设备表明,它不是所有患者都能接受的,尤其是因为与测量相关的负担。然而,结果表明,经过调整后,它可能对早期识别和更好地管理病情加重有希望。

试验注册

ClinicalTrials.gov NCT03304028;https://clinicaltrials.gov/study/NCT03304028。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0426/11555459/5e54b01bf1ae/formative_v8i1e51753_fig1.jpg

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