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There is increasing interest in the development and deployment of digital solutions to improve patient care and facilitate monitoring in medical practice, e.g., by remote observation of disease symptoms in the patients' home environment. Digital health solutions today range from non-regulated wellness applications and research-grade exploratory instruments to regulated software as a medical device (SaMD). This paper discusses the considerations and complexities in developing innovative, effective, and validated SaMD for multiple sclerosis (MS). The development of SaMD requires a formalised approach (design control), inclusive of technical verification and analytical validation to ensure reliability. SaMD must be clinically evaluated, characterised for benefit and risk, and must conform to regulatory requirements associated with device classification. Cybersecurity and data privacy are also critical. Careful consideration of patient and provider needs throughout the design and testing process help developers overcome challenges of adoption in medical practice. Here, we explore the development pathway for SaMD in MS, leveraging experiences from the development of Floodlight™ MS, a continually evolving bundled solution of SaMD for remote functional assessment of MS. The development process will be charted while reflecting on common challenges in the digital space, with a view to providing insights for future developers.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471038 | PMC |
http://dx.doi.org/10.3390/brainsci11091247 | DOI Listing |
Neurotherapeutics
September 2025
Department of Neurology MC-2030, University of Chicago Biological Sciences Division, Chicago, IL, USA. Electronic address:
J Neurosci Methods
September 2025
European Laboratory for Non-linear Spectroscopy, via Nello Carrara 1, 50019 Sesto Fiorentino, Italy; National Institute of Optics -National Research Council (CNR-INO), 50125 Sesto Fiorentino, Italy. Electronic address:
Background: Tissue clearing techniques combined with light-sheet fluorescence microscopy (LSFM) enable high-resolution 3D imaging of biological structures without physical sectioning. While widely used in neuroscience to determine brain architecture and connectomics, their application for spinal cord mapping remains more limited, posing challenges for studying demyelinating diseases like multiple sclerosis. Myelin visualization in cleared tissues is particularly difficult due to the lipid-removal nature of most clearing protocols, and alternative immunolabeling approaches failed to reach satisfying results.
View Article and Find Full Text PDFAnal Biochem
September 2025
College of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
This study aimed to investigate potential biomarkers related to Endoplasmic reticulum (ER) stress in Amyotrophic lateral sclerosis (ALS) through a comprehensive bioinformatic approach. The gene expression profiles of ALS patients and healthy controls were downloaded from the Gene Expression Omnibus (GEO) database. ER stress-related genes were collected from the MSigDB databases and document literature.
View Article and Find Full Text PDFInt J Biol Macromol
September 2025
Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun, 130012, China; Center for Supramolecular Chemical Biology, Jilin University, Changchun, 130012, China. Electronic address:
Multiple sclerosis is an autoimmune demyelinating disease, and its effective treatment is a great challenge. As a typical animal model for studying multiple sclerosis, experimental autoimmune encephalomyelitis (EAE) is characterized by inflammation, demyelination, gliosis and axonal loss. Thus, simultaneous regulation of neuroinflammation and remyelination may be a useful strategy against EAE.
View Article and Find Full Text PDFMult Scler Relat Disord
August 2025
Disability and Health Unit, Centre for Health Policy, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia.
Introduction: Persons with multiple sclerosis (MS) frequently experience symptoms of anxiety. There is a large unmet need for effective and accessible interventions.
Objectives: To assess the effect of exercise on symptoms of anxiety in persons with MS, consider characteristics associated with effectiveness, and evaluate intervention design reporting.