The association between disability progression, relapses, and treatment in early relapse onset MS: an observational, multi-centre, longitudinal cohort study
Open Access
- 18 July 2023
- journal article
- research article
- Published by Springer Nature in Scientific Reports
- Vol. 13 (1) , 1-14
Abstract
The indirect contribution of multiple sclerosis (MS) relapses to disability worsening outcomes, and vice-versa, remains unclear. Disease modifying therapies (DMTs) are potential modulators of this association. Understanding how these endo-phenotypes interact may provide insights into disease pathogenesis and treatment practice in relapse-onset MS (ROMS). Utilising a unique, prospectively collected clinical data from a longitudinal cohort of 279 first demyelinating event cases followed for up to 15 years post-onset, we examined indirect associations between relapses and treatment and the risk of disability worsening, and vice-versa. Indirect association parameters were estimated using joint models for longitudinal and survival data. Early relapses within 2.5 years of MS onset predicted early disability worsening outcomes (HR = 3.45, C.I 2.29–3.61) per relapse, but did not contribute to long-term disability worsening thereinafter (HR = 0.21, C.I 0.15–0.28). Conversely, disability worsening outcomes significantly contributed to relapse risk each year (HR = 2.96, C.I 2.91–3.02), and persisted over time (HR = 3.34, C.I 2.90–3.86), regardless of DMT treatments. The duration of DMTs significantly reduced the hazards of relapses (1st-line DMTs: HR = 0.68, C.I 0.58–0.79; 3rd-line DMTs: HR = 0.37, C.I 0.32–0.44) and disability worsening events (1st-line DMTs: HR = 0.74, C.I 0.69–0.79; 3rd-line DMTs: HR = 0.90, C.I 0.85–0.95), respectively. Results from time-dynamic survival probabilities further revealed individuals having higher risk of future relapses and disability worsening outcomes, respectively. The study provided evidence that in ROMS, relapses accrued within 2.5 years of MS onset are strong indicators of disability worsening outcomes, but late relapses accrued 2.5 years post onset are not overt risk factors for further disability worsening. In contrast, disability worsening outcomes are strong positive predictors of current and subsequent relapse risk. Long-term DMT use and older age strongly influence the individual outcomes and their associations.Keywords
All Related Versions
Funding Information
- Multiple Sclerosis Australia
- Kate-Scott Memorial Scholarship
- Henry Baldwin Trust and the Medical Research Future Fund (EPCP000008)
- National Health and Medical Research Council investigator grant L1 (GNT1173155)
- National Health and Medical Research Council of Australia (APP1127819)
- Macquarie Foundation Multiple Sclerosis Research Australia Senior Clinical Research Fellowship
This publication has 82 references indexed in Scilit:
- A Randomised, Double-Blind, Placebo-Controlled Trial with Vitamin D3 in MS: Subgroup Analysis of Patients with Baseline Disease Activity Despite Interferon TreatmentMultiple Sclerosis International, 2012
- The natural history of multiple sclerosis, a geographically based study 10: relapses and long-term disabilityBrain, 2010
- Assessing brain atrophy rates in a large population of untreated multiple sclerosis subtypesNeurology, 2010
- Impact of multiple sclerosis relapses on progression diminishes with timeNeurology, 2009
- Multiple sclerosis relapses: a multivariable analysis of residual disability determinantsActa Neurologica Scandinavica, 2009
- Effect of relapses over early progression of disability in multiple sclerosis patients treated with beta-interferonMultiple Sclerosis Journal, 2008
- The natural history of multiple sclerosis: a geographically based study 9: Observations on the progressive phase of the diseaseBrain, 2006
- Testing association of a pathway with survival using gene expression dataBioinformatics, 2005
- Disease steps in multiple sclerosis: a longitudinal study comparing Disease Steps and EDSS to evaluate disease progressionMultiple Sclerosis Journal, 1999
- Rating neurologic impairment in multiple sclerosisNeurology, 1983