Prospective Evaluation of Flare Detection in IBD With Digital Biomarkers: Bring Your Own Device Study (BYOD)
9. juni 2026 opdateret af: Maastricht University Medical Center
PROSPECTIVE EVALUATION OF FLARE DETECTION IN IBD WITH DIGITAL BIOMARKERS: BRING YOUR OWN DEVICE STUDY
The aim of this study is to identify HRV changes predictive of IBD flares using patient-own wearable devices in a large cohort supplemented by additional data layers including sleep parameters, step count and clinical data extracted from electronic patient files.
Studieoversigt
Status
Ikke rekrutterer endnu
Intervention / Behandling
Detaljeret beskrivelse
IBD, comprising Crohn's disease and ulcerative colitis, is a chronic inflammatory condition of the gastrointestinal tract, with a globally rising prevalence. Current medical care consists of outpatient visits combined with blood and stool tests, radiological examination and endoscopy. The disease is costly to manage, also leading to indirect costs such as reduced work productivity. Telemonitoring platforms, including MyIBDCoach, IBD@home(Luscii) and IBDream, can alleviate these factors by enabling remote cost-effective monitoring of patient's health. However, data collection largely relies on burdensome questionnaires which are susceptible to bias. Emerging technologies such as wearable devices and smartphones enable continuous remote monitoring through digital biomarkers. This Bring Your Own Device (BYOD) study is part of the IBDigital project, which aims to enrich existing monitoring platforms by integrating digital biomarkers.
In this prospective, observational, multicenter cohort study, patients with IBD will be recruited from the outpatient clinics of the participating centers. Data will be collected from participants' personal smartwatches (and smartphones). Following an inclusion period of approximately four months, participants will enter a one-year follow-up period. During follow-up, standard-of-care clinical data will be collected during outpatient visits. In addition, wearable-derived data, including heart rate metrics, sleep parameters, and physical activity measures, will be continuously collected.
Undersøgelsestype
Observationel
Tilmelding (Anslået)
600
Kontakter og lokationer
Dette afsnit indeholder kontaktoplysninger for dem, der udfører undersøgelsen, og oplysninger om, hvor denne undersøgelse udføres.
Studiekontakt
- Navn: E Godecharle, MD
- Telefonnummer: +31 43 388 50 65
- E-mail: eline.godecharle@maastrichtuniversity.nl
Studiesteder
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-
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's-Hertogenbosch, Holland
- Jeroen Bosch Hospital
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Kontakt:
- TEH Romkens, MD, PhD
- Telefonnummer: +3173-5533735
- E-mail: t.romkens@jbz.nl
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Ledende efterforsker:
- TEH Romkens, MD, PhD
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Maastricht, Holland
- Maastricht UMC+
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Kontakt:
- E Godecharle, MD
- Telefonnummer: +31 43 388 50 65
- E-mail: eline.godecharle@maastrichtuniversity.nl
-
Ledende efterforsker:
- MJ Pierik, Prof. Dr.
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Rotterdam, Holland
- Franciscus Hospital
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Kontakt:
- R West, MD, PhD
- Telefonnummer: +31104616895
- E-mail: r.west@franciscus.nl
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Underforsker:
- R West, MD, PhD
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Deltagelseskriterier
Forskere leder efter personer, der passer til en bestemt beskrivelse, kaldet berettigelseskriterier. Nogle eksempler på disse kriterier er en persons generelle helbredstilstand eller tidligere behandlinger.
Berettigelseskriterier
Aldre berettiget til at studere
- Voksen
- Ældre voksen
Tager imod sunde frivillige
Ingen
Prøveudtagningsmetode
Sandsynlighedsprøve
Studiebefolkning
Patients from MyIBDCoach, IBDream cohort and IBDthuis (Luscii cohort) with ulcerative colitis or Crohn's Disease.
Beskrivelse
Inclusion Criteria:
- 18 years or older
- Crohn's Disease or ulcerative colitis
- Having a smartwatch and/or a smartphone
- Apple watch, Samsung Watch, Fitbit, Garmin, Polar (devices will not be made available)
Exclusion Criteria:
- No specific exclusion criteria will be used. Subgroup analysis will be performed for patients with e.g. heart problems or arrhythmia, medication impacting HR (such as beta blockers), pregnancy, thyroid problems, shift work...
Studieplan
Dette afsnit indeholder detaljer om studieplanen, herunder hvordan undersøgelsen er designet, og hvad undersøgelsen måler.
Hvordan er undersøgelsen tilrettelagt?
Design detaljer
Kohorter og interventioner
Gruppe / kohorte |
Intervention / Behandling |
|---|---|
|
Patients with IBD
≥18 years or older with Crohn's disease or ulcerative colitis, and having a smartwatch (Apple watch, Samsung Watch, Fitbit, Garmin, Polar (devices will not be made available) ) and/or a smartphone.
|
Wearing their own wearable device.
|
Hvad måler undersøgelsen?
Primære resultatmål
Resultatmål |
Tidsramme |
|---|---|
|
Prediction of mucosal inflammation (calprotectin≥250 µg/g and/or CRP≥5mg/l with UCEIS≥1 or Mayo≥1 (UC) and SES CD≥3 (CD) on endoscopic/radiological evaluation) using HRV-changes relative to individual baseline.
Tidsramme: 1 year
|
1 year
|
Sekundære resultatmål
Resultatmål |
Tidsramme |
|---|---|
|
Prediction of mucosal inflammation (assessed by laboratory tests and/or imaging in IBD) using changes in physical activity and sleep metrics relative to individual baseline.
Tidsramme: 1 year
|
1 year
|
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Identification of a discrepancy between inflammatory flares and symptomatic flares (MIAH-CD>3.6 and MIAH-UC>3.5) regarding HRV.
Tidsramme: 1 year
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1 year
|
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To study the inter-device variability in mean HRV metrics (including MESOR, acrophase, amplitude, SDNN, RMSSD), PA and sleep parameters, compared to resting state.
Tidsramme: 1 year
|
1 year
|
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Investigation of additional digital phenotypes that can be derived from the available (wearable/clinical) data and how these phenotypes differ across relevant subgroups within the study population.
Tidsramme: 1 year
|
1 year
|
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To study the difference in step count measured by smartwatches compared with smartphones.
Tidsramme: 1 year
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1 year
|
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To investigate if changes in HRV, PA and sleep relative to baseline predict clinical/symptomatic remission in IBD.
Tidsramme: 1 year
|
1 year
|
Samarbejdspartnere og efterforskere
Det er her, du vil finde personer og organisationer, der er involveret i denne undersøgelse.
Samarbejdspartnere
Efterforskere
- Ledende efterforsker: MJ Pierik, Prof. Dr., Maastricht UMC
Publikationer og nyttige links
Den person, der er ansvarlig for at indtaste oplysninger om undersøgelsen, leverer frivilligt disse publikationer. Disse kan handle om alt relateret til undersøgelsen.
Generelle publikationer
- Hirten RP, Danieletto M, Sanchez-Mayor M, Whang JK, Lee KW, Landell K, Zweig M, Helmus D, Fuchs TJ, Fayad ZA, Nadkarni GN, Keefer L, Suarez-Farinas M, Sands BE. Physiological Data Collected From Wearable Devices Identify and Predict Inflammatory Bowel Disease Flares. Gastroenterology. 2025 May;168(5):939-951.e5. doi: 10.1053/j.gastro.2024.12.024. Epub 2025 Jan 16.
- Leung W, Case L, Jung J, Yun J. Factors associated with validity of consumer-oriented wearable physical activity trackers: a meta-analysis. J Med Eng Technol. 2021 Apr;45(3):223-236. doi: 10.1080/03091902.2021.1893395. Epub 2021 Mar 22.
- Kaplan GG. The global burden of inflammatory bowel disease: from 2025 to 2045. Nat Rev Gastroenterol Hepatol. 2025 Oct;22(10):708-720. doi: 10.1038/s41575-025-01097-1. Epub 2025 Jul 18.
- Bossuyt P, De Nollin I, De Moor T, Trekels G, Maes I, Dewulf G, Pouillon L. Inflammation Is a Large Dataset of Heartbeats, Groceries, Night Rest, and More. Gastroenterology. 2025 Oct;169(5):1085-1086. doi: 10.1053/j.gastro.2025.05.029. Epub 2025 Jun 25. No abstract available.
- de Jong MJ, Boonen A, van der Meulen-de Jong AE, Romberg-Camps MJ, van Bodegraven AA, Mahmmod N, Markus T, Dijkstra G, Winkens B, van Tubergen A, Masclee A, Jonkers DM, Pierik MJ. Cost-effectiveness of Telemedicine-directed Specialized vs Standard Care for Patients With Inflammatory Bowel Diseases in a Randomized Trial. Clin Gastroenterol Hepatol. 2020 Jul;18(8):1744-1752. doi: 10.1016/j.cgh.2020.04.038. Epub 2020 Apr 23.
- de Jong M, van der Meulen-de Jong A, Romberg-Camps M, Degens J, Becx M, Markus T, Tomlow H, Cilissen M, Ipenburg N, Verwey M, Colautti-Duijsens L, Hameeteman W, Masclee A, Jonkers D, Pierik M. Development and Feasibility Study of a Telemedicine Tool for All Patients with IBD: MyIBDcoach. Inflamm Bowel Dis. 2017 Apr;23(4):485-493. doi: 10.1097/MIB.0000000000001034.
- Hirten RP, Danieletto M, Scheel R, Shervey M, Ji J, Hu L, Sauk J, Chang L, Arnrich B, Bӧttinger E, Dudley J, Keefer L, Sands BE. Longitudinal Autonomic Nervous System Measures Correlate With Stress and Ulcerative Colitis Disease Activity and Predict Flare. Inflamm Bowel Dis. 2021 Oct 18;27(10):1576-1584. doi: 10.1093/ibd/izaa323.
Datoer for undersøgelser
Disse datoer sporer fremskridtene for indsendelser af undersøgelsesrekord og resumeresultater til ClinicalTrials.gov. Studieregistreringer og rapporterede resultater gennemgås af National Library of Medicine (NLM) for at sikre, at de opfylder specifikke kvalitetskontrolstandarder, før de offentliggøres på den offentlige hjemmeside.
Studer store datoer
Studiestart (Anslået)
15. juni 2026
Primær færdiggørelse (Anslået)
15. oktober 2027
Studieafslutning (Anslået)
15. oktober 2027
Datoer for studieregistrering
Først indsendt
9. juni 2026
Først indsendt, der opfyldte QC-kriterier
9. juni 2026
Først opslået (Faktiske)
15. juni 2026
Opdateringer af undersøgelsesjournaler
Sidste opdatering sendt (Faktiske)
15. juni 2026
Sidste opdatering indsendt, der opfyldte kvalitetskontrolkriterier
9. juni 2026
Sidst verificeret
1. juni 2026
Mere information
Begreber relateret til denne undersøgelse
Yderligere relevante MeSH-vilkår
Andre undersøgelses-id-numre
- METC 2025-0463-A-1
Plan for individuelle deltagerdata (IPD)
Planlægger du at dele individuelle deltagerdata (IPD)?
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