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 (2024)

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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 (1)

Author(s):

Enora Le Roux , PhD 1 , 2 , ,

Moreno Ursino , PhD 1 , 3 ,

Ivana Milovanovic , MD, PhD 1 ,

Paul Picq , MSc 1 ,

Jeremie Haignere , MSc 1 ,

Gilles Rault , MD 4 ,

Dominique Pougheon Bertrand , PhD 4 ,

Corinne Alberti , MD, PhD 1 , 2

Editor(s):

Amaryllis Mavragani

Other contributor(s):

Uday Kumar Chalwadi (Reviewer),

Xia Jing (Reviewer)

Publication date (Electronic): 28 October 2024

Journal: JMIR Formative Research

Publisher: JMIR Publications

Keywords: connected devices, cystic fibrosis, patient education, self-management, medical device, home monitoring, remote monitoring, statistical process control, connected health, alerts

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      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

      Related collections

      JMIR Publications

      Most cited references26

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      CONSORT 2010 statement: extension to randomised pilot and feasibility trials

      Sandra M. Eldridge, Claire L Chan, Michael J Campbell (2017)

      The Consolidated Standards of Reporting Trials (CONSORT) statement is a guideline designed to improve the transparency and quality of the reporting of randomised controlled trials (RCTs). In this article we present an extension to that statement for randomised pilot and feasibility trials conducted in advance of a future definitive RCT. The checklist applies to any randomised study in which a future definitive RCT, or part of it, is conducted on a smaller scale, regardless of its design (eg, cluster, factorial, crossover) or the terms used by authors to describe the study (eg, pilot, feasibility, trial, study). The extension does not directly apply to internal pilot studies built into the design of a main trial, non-randomised pilot and feasibility studies, or phase II studies, but these studies all have some similarities to randomised pilot and feasibility studies and so many of the principles might also apply. The development of the extension was motivated by the growing number of studies described as feasibility or pilot studies and by research that has identified weaknesses in their reporting and conduct. We followed recommended good practice to develop the extension, including carrying out a Delphi survey, holding a consensus meeting and research team meetings, and piloting the checklist. The aims and objectives of pilot and feasibility randomised studies differ from those of other randomised trials. Consequently, although much of the information to be reported in these trials is similar to those in randomised controlled trials (RCTs) assessing effectiveness and efficacy, there are some key differences in the type of information and in the appropriate interpretation of standard CONSORT reporting items. We have retained some of the original CONSORT statement items, but most have been adapted, some removed, and new items added. The new items cover how participants were identified and consent obtained; if applicable, the prespecified criteria used to judge whether or how to proceed with a future definitive RCT; if relevant, other important unintended consequences; implications for progression from pilot to future definitive RCT, including any proposed amendments; and ethical approval or approval by a research review committee confirmed with a reference number. This article includes the 26 item checklist, a separate checklist for the abstract, a template for a CONSORT flowchart for these studies, and an explanation of the changes made and supporting examples. We believe that routine use of this proposed extension to the CONSORT statement will result in improvements in the reporting of pilot trials. Editor’s note: In order to encourage its wide dissemination this article is freely accessible on the BMJ and Pilot and Feasibility Studies journal websites.

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        Exacerbation frequency and clinical outcomes in adult patients with cystic fibrosis.

        Kaïssa de Boer, Katherine Vandemheen, Elizabeth D Tullis (2011)

        Despite advances in treatment of cystic fibrosis (CF), pulmonary exacerbations remain common. The aim of this study was to determine if frequent pulmonary exacerbations are associated with greater declines in lung function, or an accelerated time to death or lung transplantation in adults with CF. A 3-year prospective cohort study was conducted on 446 adult patients with CF from Ontario, Canada who could spontaneously produce sputum. Patients enrolled from 2005 to 2008 and were stratified into groups based upon their exacerbation rates over the 3 year study: 2 exacerbations/year (n=146). Exacerbations were defined as acute/subacute worsening of respiratory symptoms severe enough to warrant oral or intravenous antibiotics. Patient-related factors associated with frequent exacerbations were determined, and clinical outcomes were compared among the three exacerbation groups. Patients with frequent exacerbations were more likely to be female, diabetic and have poorer baseline lung function. Patients with >2 exacerbations/year had an increased risk of experiencing a 5% decline from baseline forced expiratory volume in 1 s (FEV(1)); unadjusted HR 1.47 (95% CI 1.07 to 2.01, p=0.02), adjusted HR 1.55 (95% CI 1.10 to 2.18, p=0.01) compared with patients with 2 exacerbations/year also had an increased risk of lung transplant or death over the 3 year study; unadjusted HR 12.74 (95% CI 3.92 to 41.36, p<0.0001), adjusted HR 4.05 (95% CI 1.15 to 14.28, p=0.03). Patients with CF with frequent exacerbations appear to experience an accelerated decline in lung function, and they have an increased 3 year risk of death or lung transplant.

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          Cumulative Sum Charts and Charting for Quality Improvement

          Douglas Hawkins, David H. Olwell (1998)

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            Author and article information

            Contributors

            Enora Le Roux:

            ORCID: https://orcid.org/0000-0002-2238-7133

            InsermHôpital Universitaire Robert DebréAssistance publique – Hôpitaux de Paris.Nord - Université Paris Cité48 Boulevard SerurierParis, 75019France33 679690998enora.leroux@aphp.fr

            Journal

            Journal ID (nlm-ta): JMIR Form Res

            Journal ID (iso-abbrev): JMIR Form Res

            Journal ID (publisher-id): JFR

            Title: JMIR Formative Research

            Publisher: JMIR Publications (Toronto, Canada )

            ISSN (Electronic): 2561-326X

            Publication date Collection: 2024

            Publication date (Electronic): 28 October 2024

            Volume: 8

            Electronic Location Identifier: e51753

            Affiliations

            [1 ] Inserm Hôpital Universitaire Robert Debré Assistance publique – Hôpitaux de Paris.Nord - Université Paris Cité Paris France

            [2 ] Epidémiologie clinique-évaluation économique appliqué aux populations vulnérables Inserm Université Paris Cité Paris France

            [3 ] Inserm Centre de Recherche des Cordeliers, Sorbonne Université Université Paris Cité Paris France

            [4 ] Laboratoire Educations et Promotion de la santé Université Sorbonne Paris Nord Villetaneuse France

            Author notes

            Corresponding Author: Enora Le Roux enora.leroux@ 123456aphp.fr

            Author information

            Dominique Pougheon Bertrand https://orcid.org/0000-0002-1241-2753

            Article

            Publisher ID: v8i1e51753

            DOI: 10.2196/51753

            PMC ID: 11555459

            SO-VID: e9889c96-2156-4d62-9cb1-2b006f44b8b3

            Copyright © ©Enora Le Roux, Moreno Ursino, Ivana Milovanovic, Paul Picq, Jeremie Haignere, Gilles Rault, Dominique Pougheon Bertrand, Corinne Alberti. Originally published in JMIR Formative Research (https://formative.jmir.org), 28.10.2024.

            License:

            This is an open-access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Formative Research, is properly cited. The complete bibliographic information, a link to the original publication on https://formative.jmir.org, as well as this copyright and license information must be included.

            History

            Date received : 11 August 2023

            Date revision requested : 24 January 2024

            Date revision received : 20 March 2024

            Date accepted : 29 April 2024

            Categories

            Subject: Original Paper

            Subject: Original Paper


            Keywords: connected devices,cystic fibrosis,patient education,self-management,medical device,home monitoring,remote monitoring,statistical process control,connected health,alerts

            Data availability:

            Keywords: connected devices, cystic fibrosis, patient education, self-management, medical device, home monitoring, remote monitoring, statistical process control, connected health, alerts

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            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 (2024)
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