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Updated: May 27, 2025

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Utility of Progression Independent of Relapse Activity as a Trial Outcome in Relapsing-Remitting Multiple Sclerosis
Eva M M Strijbis1, Jop Mostert2, Jacynthe Comtois3
1Department of Neurology, MS Center Amsterdam, Amsterdam University Medical Centers, the Netherlands.
Background And Objectives:
Progression independent of relapse activity (PIRA) is increasingly used as a measure of disability worsening in multiple sclerosis (MS) and is believed to reflect the more chronic neurodegenerative aspect of MS. However, while conceptually appealing, PIRA and its counterpart relapse-associated worsening (RAW) have not been validated as outcome measures for clinical trials. Here, we study the co-occurrence of MRI activity in patients experiencing PIRA and RAW in a clinical trial setting. To illustrate the problem of random variation and measurement error of these new outcomes, we contrasted PIRA and RAW with similarly defined improvement.
Methods:
We reanalyzed individual patient-level data of AFFIRM (NCT00027300) and SENTINEL (NCT00030966), 2 multicenter randomized controlled trials investigating natalizumab compared with interferon beta or placebo in RRMS, with trial visits occurring every 3 months for 2 years. We calculated 3-month-confirmed disability worsening (3M-CDW), RAW, and PIRA events based on worsening on the Expanded Disability Status Scale, 9-hole peg test, or timed 25-foot walk for every trial visit. We related worsening and improvement events to MRI activity throughout follow-up and contrasted worsening of disability with similarly defined improvement.
Results:
Our analysis included 2,113 participants, 42.4% of whom developed radiologic disease activity during follow-up. Only 8% of participants had a 3M-CDW event. Although the majority of those 3M-CDW events were PIRA (6.8%) and not RAW (0.9%), 42.2% of participants with PIRA had MRI activity in the first year of follow-up and 30.9% in the second. Improvement events exceeded PIRA events throughout follow-up and occurred in all trial arms. Finally, there was no difference in time-to-PIRA between participants with and without radiologic disease activity.
Discussion:
PIRA and RAW in their current definitions do not reliably distinguish between disability worsening due to inflammatory disease activity and neurodegeneration in RRMS. In addition, PIRA and RAW have similar and troubling issues of random variation and measurement error as currently used trial outcome measures. Our analysis requires confirmation in other clinical data sets; a meaningful next step would be to study the co-occurrence of PIRA with radiologic disease activity in a setting with more comprehensive MRI monitoring.
Insights
Progression independent of relapse activity (PIRA) and relapse-associated worsening (RAW) in multiple sclerosis (MS) are not yet validated clinical trial outcomes. These measures showed issues with random variation and measurement error, failing to distinguish inflammatory activity from neurodegeneration.
Area of Science:
- Neurology
- Clinical Trials
- Neuroimmunology
Background:
- Progression independent of relapse activity (PIRA) and relapse-associated worsening (RAW) are emerging metrics for disability worsening in multiple sclerosis (MS).
- These measures are hypothesized to represent chronic neurodegeneration (PIRA) and inflammatory activity (RAW) respectively.
- However, their validation as clinical trial outcome measures is pending.
Purpose of the Study:
- To investigate the co-occurrence of MRI activity with PIRA and RAW in a clinical trial setting.
- To assess the reliability of PIRA and RAW as outcome measures by examining random variation and measurement error.
- To contrast disability worsening events (PIRA, RAW) with similarly defined improvement events.
Main Methods:
- Reanalysis of individual patient data from the AFFIRM and SENTINEL randomized controlled trials (RCTs).
- Calculation of 3-month-confirmed disability worsening (3M-CDW), PIRA, and RAW events based on Expanded Disability Status Scale (EDSS) and functional tests.
- Correlation of worsening and improvement events with MRI activity, and comparison between PIRA/RAW and improvement outcomes.
Main Results:
- Of 2,113 participants, 42.4% showed radiologic disease activity; only 8% experienced 3M-CDW.
- PIRA events (6.8%) were more common than RAW events (0.9%), but 42.2% of PIRA cases had concurrent MRI activity.
- No significant difference in time-to-PIRA was observed between participants with and without radiologic disease activity.
Conclusions:
- Current definitions of PIRA and RAW do not reliably differentiate disability worsening from inflammatory activity versus neurodegeneration in relapsing-remitting MS (RRMS).
- PIRA and RAW exhibit similar issues with random variation and measurement error as existing trial outcome measures.
- Further validation using comprehensive MRI monitoring is needed to refine these outcome measures.
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