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Novella-Navarro M, Iniesta-Chamorro JM, Benavent D, Bachiller-Corral J, Calvo-Aranda E, Borrell H, Berbel-Arcobé L, Navarro-Compan V, Michelena X, Lojo-Oliveira L, Arroyo-Palomo J, Diaz-Almiron M, García García V, Monjo-Henry I, Gómez González CM, Gomez EJ, Balsa A, Plasencia-Rodríguez C. Toward Telemonitoring in Immune-Mediated Inflammatory Diseases: Protocol for a Mixed Attention Model Study. JMIR Res Protoc 2024; 13:e55829. [PMID: 38501508 PMCID: PMC11074894 DOI: 10.2196/55829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 03/11/2024] [Accepted: 03/14/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND Rheumatic and musculoskeletal diseases (RMDs) are chronic diseases that may alternate between asymptomatic periods and flares. These conditions require complex treatments and close monitoring by rheumatologists to mitigate their effects and improve the patient's quality of life. Often, delays in outpatient consultations or the patient's difficulties in keeping appointments make such close follow-up challenging. For this reason, it is very important to have open communication between patients and health professionals. In this context, implementing telemonitoring in the field of rheumatology has great potential, as it can facilitate the close monitoring of patients with RMDs. The use of these tools helps patients self-manage certain aspects of their disease. This could result in fewer visits to emergency departments and consultations, as well as enable better therapeutic compliance and identification of issues that would otherwise go unnoticed. OBJECTIVE The main objective of this study is to evaluate the implementation of a hybrid care model called the mixed attention model (MAM) in clinical practice and determine whether its implementation improves clinical outcomes compared to conventional follow-up. METHODS This is a multicenter prospective observational study involving 360 patients with rheumatoid arthritis (RA) and spondylarthritis (SpA) from 5 Spanish hospitals. The patients will be followed up by the MAM protocol, which is a care model that incorporates a digital tool consisting of a mobile app that patients can use at home and professionals can review asynchronously to detect incidents and follow patients' clinical evolution between face-to-face visits. Another group of patients, whose follow-up will be conducted in accordance with a traditional face-to-face care model, will be assessed as the control group. Sociodemographic characteristics, treatments, laboratory parameters, assessment of tender and swollen joints, visual analog scale for pain, and electronic patient-reported outcome (ePRO) reports will be collected for all participants. In the MAM group, these items will be self-assessed via both the mobile app and during face-to-face visits with the rheumatologist, who will do the same for patients included in the traditional care model. The patients will be able to report any incidence related to their disease or treatment through the mobile app. RESULTS Participant recruitment began in March 2024 and will continue until December 2024. The follow-up period will be extended by 12 months for all patients. Data collection and analysis are scheduled for completion in December 2025. CONCLUSIONS This paper aims to provide a detailed description of the development and implementation of a digital solution, specifically an MAM. The goal is to achieve significant economic and psychosocial impact within our health care system by enhancing control over RMDs. TRIAL REGISTRATION ClinicalTrials.gov NCT06273306; https://clinicaltrials.gov/ct2/show/NCT06273306. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/55829.
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Affiliation(s)
| | - Jose M Iniesta-Chamorro
- Biomedical Engineering and Telemedicine Centre, Center for Biomedical Technology, Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Universidad Politecnica de Madrid, Madrid, Spain
| | - Diego Benavent
- Rheumatolgy Department, Hospital Universitari Bellvitge, Barcelona, Spain
| | | | | | | | | | | | | | | | - Jaime Arroyo-Palomo
- Rheumatology Department, Hospital Universitario Ramon y Cajal, Madrid, Spain
| | | | | | - Irene Monjo-Henry
- Rheumatology Department, Hospital Universitario La Paz, Madrid, Spain
| | | | - Enrique J Gomez
- Biomedical Engineering and Telemedicine Centre, Center for Biomedical Technology, Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Universidad Politecnica de Madrid, Madrid, Spain
- Centro De Investigación Biomédica En Red De Bioingeniería, Biomateriales Y Nanomedicina, Madrid, Spain
| | - Alejandro Balsa
- Rheumatology Department, Hospital Universitario La Paz, Madrid, Spain
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Makino H, Kotani T, Hata K, Nishioka D, Yamamoto W, Yoshikawa A, Wada Y, Hiramatsu Y, Shiba H, Nagai K, Katayama M, Son Y, Amuro H, Onishi A, Akashi K, Hara R, Hirano T, Hashimoto M, Takeuchi T. Prognostic factors affecting respiratory-related death in patients with rheumatoid arthritis complicated by interstitial lung disease: An ANSWER cohort study. Mod Rheumatol 2023; 33:928-935. [PMID: 36112486 DOI: 10.1093/mr/roac115] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 08/11/2022] [Accepted: 09/13/2022] [Indexed: 08/27/2023]
Abstract
The aim of this multi-centre retrospective study was to clarify the prognostic factors for respiratory-related death in patients with interstitial lung disease (ILD) complicated rheumatoid arthritis (RA). Patient background data, treatment regimen, and disease activity indicators of RA and ILD at baseline, 6 months after the diagnosis of ILD, and at the last follow-up visit were extracted. A total of 312 patients with RA-ILD (17 patients who died from respiratory-related causes and 295 survivors) were included. Patients who died from respiratory-related causes had an older median age, a higher proportion of being male, and a higher anti-cyclic citrullinated peptide antibody positivity rate than survivors (p = .0001, .038, and .016, respectively); they also had significantly higher baseline serum levels of Krebs von den Lungen-6 (KL-6) than survivors (p = .013). Patients who died from respiratory-related causes showed significantly greater changes in serum KL-6 levels between the 6-month time point and the last visit [ΔKL-6 (6 months - last)] than survivors (p = .011). Multivariate analysis showed that the ΔKL-6 (6 months - last) corrected by disease duration was a predictor of respiratory-disease-related death in patients with RA-ILD (p < .0001). Long-term increase in serum KL-6 levels is associated with respiratory-disease related death in patients with RA-ILD.
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Affiliation(s)
- Hidehiko Makino
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Takuya Kotani
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Kenichiro Hata
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Daisuke Nishioka
- Department of Medical Statistics, Research and Development Center, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Wataru Yamamoto
- Department of Health Information Management, Kurashiki Sweet Hospital, Okayama, Japan
| | - Ayaka Yoshikawa
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Yumiko Wada
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Yuri Hiramatsu
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Hideyuki Shiba
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Koji Nagai
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Masaki Katayama
- Department of Rheumatology, Osaka Red Cross Hospital, Osaka, Japan
| | - Yonsu Son
- First Department of Internal Medicine, Kansai Medical University, Osaka, Japan
| | - Hideki Amuro
- First Department of Internal Medicine, Kansai Medical University, Osaka, Japan
| | - Akira Onishi
- Department of Advanced Medicine for Rheumatic diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kengo Akashi
- Department of Rheumatology and Clinical Immunology, Kobe University Graduate School of Medicine, Hyogo, Japan
| | - Ryota Hara
- Rheumatology Clinic and Department of Orthopaedic Surgery, Nara Medical University, Nara, Japan
| | - Toru Hirano
- Department of Rheumatology, Nishinomiya Municipal Central Hospital, Hyogo, Japan
| | - Motomu Hashimoto
- Department of Clinical Immunology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Tohru Takeuchi
- Department of Internal Medicine (IV), Osaka Medical and Pharmaceutical University, Osaka, Japan
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Benavent D, Fernández-Luque L, Núñez-Benjumea FJ, Navarro-Compán V, Sanz-Jardón M, Novella-Navarro M, González-Sanz PL, Calvo-Aranda E, Lojo L, Balsa A, Plasencia-Rodríguez C. Monitoring chronic inflammatory musculoskeletal diseases mixing virtual and face-to-face assessments-Results of the digireuma study. PLOS DIGITAL HEALTH 2022; 1:e0000157. [PMID: 36812651 PMCID: PMC9931291 DOI: 10.1371/journal.pdig.0000157] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 11/09/2022] [Indexed: 06/18/2023]
Abstract
Mobile health technology holds great promise for the clinical management of patients with chronic disease. However, evidence on the implementation of projects involving digital health solutions in rheumatology is scarce. We aimed to study the feasibility of a hybrid (virtual and face-to-face) monitoring strategy for personalized care in rheumatoid arthritis (RA) and spondyloarthritis (SpA). This project included the development of a remote monitoring model and its assessment. After a focus group with patients and rheumatologists, relevant concerns regarding the management of RA and SpA were raised, leading to the development of the Mixed Attention Model (MAM), which combined hybrid (virtual and face-to-face) monitoring. Then, a prospective study using the mobile solution Adhera for Rheumatology was conducted. Over a 3-month follow-up period, patients were given the opportunity to complete disease-specific electronic patient reported outcomes (ePROs) for RA and SpA with a pre-established frequency, as well as flares and changes in medication at any time. Number of interactions and alerts were assessed. The usability of the mobile solution was measured by the Net-Promoter Score (NPS) and through a 5-star Likert scale. Following the MAM development, forty-six patients were recruited to utilize the mobile solution, of whom 22 had RA and 24 SpA. There were 4,019 total interactions in the RA group, and 3,160 in the SpA group. Fifteen patients generated a total of 26 alerts, of which 24 were flares and 2 were medication-related problems; most (69%) were managed remotely. Regarding patient satisfaction, 65% of the respondents were considered to have endorsed Adhera for Rheumatology, yielding a NPS of 57 and an overall rating was 4.3 out of 5 stars. We concluded that the use of the digital health solution is feasible in clinical practice to monitor ePROs for RA and SpA. Next steps involve the implementation of this telemonitoring method in a multicentric setting.
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Affiliation(s)
- Diego Benavent
- Hospital Universitario La Paz, IdiPaz, Department of Rheumatology, Madrid, Spain
| | | | | | | | - María Sanz-Jardón
- Hospital Universitario La Paz, IdiPaz, Department of Rheumatology, Madrid, Spain
| | | | | | - Enrique Calvo-Aranda
- Hospital Universitario Infanta Leonor, Department of Rheumatology, Madrid, Spain
| | - Leticia Lojo
- Hospital Universitario Infanta Leonor, Department of Rheumatology, Madrid, Spain
| | - Alejandro Balsa
- Hospital Universitario La Paz, IdiPaz, Department of Rheumatology, Madrid, Spain
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Song Y, Bernard L, Jorgensen C, Dusfour G, Pers YM. The Challenges of Telemedicine in Rheumatology. Front Med (Lausanne) 2021; 8:746219. [PMID: 34722584 PMCID: PMC8548429 DOI: 10.3389/fmed.2021.746219] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 09/20/2021] [Indexed: 12/14/2022] Open
Abstract
During the past 20 years, the development of telemedicine has accelerated due to the rapid advancement and implementation of more sophisticated connected technologies. In rheumatology, e-health interventions in the diagnosis, monitoring and mentoring of rheumatic diseases are applied in different forms: teleconsultation and telecommunications, mobile applications, mobile devices, digital therapy, and artificial intelligence or machine learning. Telemedicine offers several advantages, in particular by facilitating access to healthcare and providing personalized and continuous patient monitoring. However, some limitations remain to be solved, such as data security, legal problems, reimbursement method, accessibility, as well as the application of recommendations in the development of the tools.
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Affiliation(s)
- Yujie Song
- IRMB, University of Montpellier, INSERM, CHU Montpellier, Montpellier, France
| | - Laurène Bernard
- Clinical Immunology and Osteoarticular Diseases Therapeutic Unit, Department of Rheumatology, Lapeyronie University Hospital, Montpellier, France
| | - Christian Jorgensen
- IRMB, University of Montpellier, INSERM, CHU Montpellier, Montpellier, France.,Clinical Immunology and Osteoarticular Diseases Therapeutic Unit, Department of Rheumatology, Lapeyronie University Hospital, Montpellier, France
| | - Gilles Dusfour
- IRMB, University of Montpellier, CARTIGEN, CHU de Montpellier, Montpellier, France
| | - Yves-Marie Pers
- IRMB, University of Montpellier, INSERM, CHU Montpellier, Montpellier, France.,Clinical Immunology and Osteoarticular Diseases Therapeutic Unit, Department of Rheumatology, Lapeyronie University Hospital, Montpellier, France
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White KM, Ivan A, Williams R, Galloway JB, Norton S, Matcham F. Remote Measurement in Rheumatoid Arthritis: Qualitative Analysis of Patient Perspectives. JMIR Form Res 2021; 5:e22473. [PMID: 33687333 PMCID: PMC7988394 DOI: 10.2196/22473] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 11/18/2020] [Accepted: 12/20/2020] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA) is characterized by recurrent fluctuations in symptoms such as joint pain, swelling, and stiffness. Remote measurement technologies (RMTs) offer the opportunity to track symptoms continuously and in real time; therefore, they may provide a more accurate picture of RA disease activity as a complement to prescheduled general practitioner appointments. Previous research has shown patient interest in remote symptom tracking in RA and has provided evidence for its clinical validity. However, there is a lack of co-design in the current development of systems, and the features of RMTs that best promote optimal engagement remain unclear. OBJECTIVE This study represents the first in a series of work that aims to develop a multiparametric RMT system for symptom tracking in RA. The objective of this study is to determine the important outcomes for disease management in patients with RA and how these can be best captured via remote measurement. METHODS A total of 9 patients (aged 23-77 years; mean 55.78, SD 17.54) with RA were recruited from King's College Hospital to participate in two semistructured focus groups. Both focus group discussions were conducted by a facilitator and a lived-experience researcher. The sessions were recorded, transcribed, independently coded, and analyzed for themes. RESULTS Thematic analysis identified a total of four overarching themes: important symptoms and outcomes in RA, management of RA symptoms, views on the current health care system, and views on the use of RMTs in RA. Mobility and pain were key symptoms to consider for symptom tracking as well as symptom triggers. There is a general consensus that the ability to track fluctuations and transmit such data to clinicians would aid in individual symptom management and the effectiveness of clinical care. Suggestions for visually capturing symptom fluctuations in an app were proposed. CONCLUSIONS The findings support previous work on the acceptability of RMT with RA disease management and address key outcomes for integration into a remote monitoring system for RA self-management and clinical care. Clear recommendations for RMT design are proposed. Future work will aim to take these recommendations into a user testing phase.
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Affiliation(s)
- Katie M White
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Alina Ivan
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Ruth Williams
- Department of Academic Rheumatology, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - James B Galloway
- The Centre for Rheumatic Diseases, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Sam Norton
- The Centre for Rheumatic Diseases, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom.,Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Faith Matcham
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
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