Skip to content
OpenSampling

2023 · Clinical and translational science · open access

Exploration of smart adherence-monitoring methods in vitamin D-deficient patients: A pilot feasibility clinical study

Huh et al.

The finding, in our words

The study found that smartwatch-based adherence monitoring showed consistent concordance over time and may be more reliable than app or pill count methods in measuring treatment adherence in a decentralised setting. This supports the use of wearable devices as objective tools in patient-centric monitoring for decentralised clinical trials.

A paraphrase to the Library’s standard, never the abstract. The source is one link away and is always the authority.

Labels

  1. 2025

    Advancing Early Clinical Trials: The Transformative Potential of Decentralized Designs and Digital Technologies in Phase 1 Clinical Trial

    In a Phase 1 crossover study of etrasimod, self-collected blood microsamples yielded pharmacokinetic exposures comparable to conventional venous sampling, both with and without participant practice sessions. Continuous wearable sensors concurrently enabled real-time remote monitoring of safety vital signs and electrocardiograms, demonstrating the viability of hybrid decentralised designs in early-phase clinical trials.

    Malhotra et al., Clinical pharmacology and therapeutics · source ↗

    • blood
    • capillary
    • self-collection
    • venous-agreement
    • dct
    • wearable
    • rpm
    • digital-biomarker
    • multimodal
  2. 2026

    Association Between Neurofilament Light Chain and Real-World Ambulatory Function in Progressive MS

    In progressive multiple sclerosis, higher serum neurofilament light chain levels were associated with reduced daily step counts from wearables, while higher step counts were linked to lower sNfL. A ten percent increase in steps corresponded to a 0.015 decrease in sNfL z-score, suggesting rising sNfL may predict subsequent mobility decline.

    Joseph et al., Annals of clinical and translational neurology (paywalled) · source ↗

    • blood
    • biomarkers
    • wearable
    • digital-biomarker
    • actigraphy
    • multimodal
  3. 2026

    Artificial Intelligence in Neuromuscular Diseases: Opportunities for a Data-Scarce Field

    Wearable-derived digital biomarkers have been accepted by regulatory agencies as endpoints in clinical trials for Duchenne muscular dystrophy, showing their potential to support decentralised diagnostics through patient-centric monitoring. This matters because it enables more sensitive and continuous assessment of disease progression outside clinical settings.

    Ma et al., Neurology and therapy (paywalled) · source ↗

    • dct
    • wearable
    • rpm
    • digital-biomarker
    • validation
    • biomarkers
    • multi-omics
  4. 2025

    Albuminuria Responses to Dapagliflozin in Patients With Type 2 Diabetes: A Crossover Trial

    In this decentralised n-of-1 crossover trial of dapagliflozin in 20 adults with type 2 diabetes, remote collection of urine and capillary blood samples achieved 99.4% and 98.4% delivery success respectively, demonstrating that remote monitoring can reliably track individual albuminuria responses to therapy.

    Beernink et al., JAMA network open · source ↗

    • dct
    • multimodal
    • blood
    • rpm
    • self-collection
    • capillary
    • urine
    • biomarkers
  5. 2023

    Exploring Decentralized Glucose and Behaviometric Monitoring of Persons with Type 2 Diabetes in the Setting of a Clinical Trial

    Decentralised monitoring of people with type 2 diabetes using continuous glucose monitoring and a hybrid smartwatch was feasible, with high participant retention and successful collection of glucose, heart rate, activity, sleep and GPS data via a study app.

    Ali et al., Journal of diabetes science and technology (paywalled) · source ↗

    • dct
    • actigraphy
    • wearable
    • multimodal
    • cgm
    • rpm
    • self-collection
    • digital-biomarker
    • interstitial-fluid