Dissecting definitions of disability accrual in relapsing multiple sclerosis-Have we reached standardization yet?

Background Distinguishing relapse-associated worsening (RAW) and progression independent of relapse activity (PIRA) has reshaped understanding of disability accumulation in relapsing multiple sclerosis (RMS). The influence of differing definitions of disability accrual on event rates and RAW/PIRA proportions remains uncertain.Methods This observational cohort study used Austrian MS Treatment Registry data (2010-2024). A custom algorithm evaluated 1440 definitional variants of disability accrual with varying confirmation duration, baseline modeling, and RAW/PIRA classification, including recently proposed "standardized" criteria.Results We included 3273 RMS patients (mean age 37.5 years; 67.8% female) with ⩾24 months follow-up, ⩾3 Expanded Disability Status Scale (EDSS) scores, and ⩾1 EDSS score per year, contributing 3525 follow-up periods. Depending on definition, disability accrual varied between 15.7% and 41.6% of follow-ups. PIRA accounted for 56.1%-86.3% of events across definitions, while up to 8.4% were ambiguously classified, mainly due to post-relapse re-baselining or relapses during the confirmation period. Even under "standardized" criteria, 144 definitional combinations remained, with event rates ranging from 19.1% to 21.7% and PIRA contribution varying widely from 59.8% to 85.8%.Conclusion PIRA predominantly drives disability accrual, yet definitional variation substantially influenced event rates and RAW/PIRA proportions. Transparent reporting and further optimization of definitions are critical for improving comparability, interpretation, and clinical relevance in MS research and care.

Authors

Institutions

Publication Details

Journal
Open Access CRIS of the University of Bern
Published
2025-12-22
DOI
https://doi.org/10.48620/93299
Primary Topic
Multiple Sclerosis Research Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dissecting definitions of disability accrual in relapsing multiple sclerosis-Have we reached standardization yet?

Franziska Di Pauli, Harald Hegen, Jörg Kraus, Gabriel Bsteh et al.
Open Access CRIS of the University of Bern
Multiple Sclerosis Research Studies
article

Dissecting definitions of disability accrual in relapsing multiple sclerosis-Have we reached standardization yet?

Franziska Di Pauli, Harald Hegen, Jörg Kraus, Gabriel Bsteh, Stefanie Marti, Helly Hammer, Andrew Chan, Michael Guger, Christian Enzinger, Nik Krajnc, Robert Hoepner, Thomas Berger
article en

Abstract

Background Distinguishing relapse-associated worsening (RAW) and progression independent of relapse activity (PIRA) has reshaped understanding of disability accumulation in relapsing multiple sclerosis (RMS). The influence of differing definitions of disability accrual on event rates and RAW/PIRA proportions remains uncertain.Methods This observational cohort study used Austrian MS Treatment Registry data (2010-2024). A custom algorithm evaluated 1440 definitional variants of disability accrual with varying confirmation duration, baseline modeling, and RAW/PIRA classification, including recently proposed "standardized" criteria.Results We included 3273 RMS patients (mean age 37.5 years; 67.8% female) with ⩾24 months follow-up, ⩾3 Expanded Disability Status Scale (EDSS) scores, and ⩾1 EDSS score per year, contributing 3525 follow-up periods. Depending on definition, disability accrual varied between 15.7% and 41.6% of follow-ups. PIRA accounted for 56.1%-86.3% of events across definitions, while up to 8.4% were ambiguously classified, mainly due to post-relapse re-baselining or relapses during the confirmation period. Even under "standardized" criteria, 144 definitional combinations remained, with event rates ranging from 19.1% to 21.7% and PIRA contribution varying widely from 59.8% to 85.8%.Conclusion PIRA predominantly drives disability accrual, yet definitional variation substantially influenced event rates and RAW/PIRA proportions. Transparent reporting and further optimization of definitions are critical for improving comparability, interpretation, and clinical relevance in MS research and care.

Open Access CRIS of the University of Bern
Universitätsklinik für Neurologie (AT), Institute of Neuroimmunology of the Slovak Academy of Sciences (SK), Klinik und Poliklinik für Neurologie (DE)
Quality Education
Openalex Percentile: Top 30%
Multiple Sclerosis Research Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.