The Austrian MS Database and the Austrian MS Cohort: a national effort towards data harmonization and prospective data collection
Bsteh, G.; Foettinger, F.; Ponleitner, M.; Berek, K.; Di Pauli, F.; Heschl, B.; Wurth, S.; Deisenhammer, F.; Enzinger, C.; Berger, T.; Khalil, M.; Hegen, H.
Show abstract
BackgroundA variety of disease-modifying therapies (DMTs) are now available for multiple sclerosis (MS), each with distinct efficacy and risk profiles. However, the clinical course of MS varies significantly both within and between individuals, and the optimal treatment strategy remains uncertain at the group and individual levels. Addressing questions about treatment strategies through traditional randomized controlled trials is unrealistic due to the large sample sizes and high costs required. Instead, large-scale multicenter registries and well-characterized prospective observational cohorts offer a feasible approach to generating meaningful insights. For valid results, such registries and cohorts require harmonization across centers to support comprehensive, standardized, user-friendly data collection while meeting data protection standards and ensuring quality control. ObjectiveThis project aims to establish standardized, nationwide MS data collection in Austria. MethodsThe project consists of five key components: i) harmonization of data collection, ii) creation of infrastructure for data sharing, iii) retrospective harmonized data collection (Austrian MS Database, AMSD), iv) prospective harmonized data collection (Austrian MS Cohort, AMSC), and v) aggregated analyses. ResultsA comprehensive set of harmonized common data elements (CDE) comprising clinical and paraclinical data was developed and a common data collection infrastructure was generated using the web-based Research, Documentation, and Analysis platform (webRDA), an innovative data capture, processing, and analysis system provided by the Medical University of Vienna offering pseudonymized storage of data supported by a robust permissions system sufficing legal data protection and ethical requirements. The AMSC is set up as a standardized prospective collection of demographic, clinical, epidemiological, psycho-socio-economic, MRI, and OCT data as well as body fluids. ConclusionThe AMSD and AMSC will facilitate the evidence-based development of prognostic biomarkers, individualized therapy strategies and treatment sequences based on a high-quality, population-based dataset of more than 8,000 people with MS.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Paramagnetic rim lesions are associated with pathogenic CSF profiles and worse clinical outcomes in multiple sclerosis: a retrospective cross-sectional study 95%
- Frequency and Potential Risk Factors Associated with the Development of Asymptomatic T2 Hyperintense Cervical Spine Lesions on MRI in Patients with Relapsing-Remitting Multiple Sclerosis 94%
- Disability patterns in multiple sclerosis: a meta-analysis on PIRA and RAW in the real world context 94%
Similar papers in this journal
- COVID-19 is associated with multiple sclerosis exacerbations that are prevented by disease modifying therapies 93%
- Response to COVID-19 booster vaccinations in seronegative people with MS. 93%
- Humoral and cellular immune responses to SARS CoV-2 vaccination in Persons with Multiple Sclerosis and NMOSD patients receiving immunomodulatory treatments 92%
Similar papers in this journal
- A clinically and genomically annotated nerve sheath tumor biospecimen repository. 86%
- A Multiple Session Dataset of NIRS Recordings From Stroke Patients Controlling Brain–Computer Interface 85%
- Fox Insight Collects Online, Longitudinal Patient-Reported Outcomes and Genetic Data on Parkinson's Disease 85%
Similar papers in this journal
- FutureMS Cohort Profile: A Scottish Multi-Centre Inception Cohort Study of Relapsing-Remitting Multiple Sclerosis 94%
- Diagnostic delay of Myositis: protocol for an integrated systematic review 89%
- Systematic review of spontaneous reports of myocarditis and pericarditis in transplant recipients and immunocompromised patients following COVID-19 mRNA vaccination 87%
Similar papers in this journal
- The Canadian Collaborative Project on Genetic Susceptibility to Multiple Sclerosis cohort population structure and disease etiology 94%
- Current status and future opportunities in modeling Multiple Sclerosis clinical characteristics 94%
- Experimental Autoimmune Encephalomyelitis Causes Skeletal Muscle Dysfunction in Mice 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.