Related Experiment Video
Updated: Feb 15, 2026

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Progression independent of relapse and MRI activity and treatment strategies in multiple sclerosis
Fabien Rollot1,2,3,4, Romain Casey1,2,3,4, Anne Kerbrat5,6
1Université de Lyon, Université Claude Bernard Lyon 1, Lyon F-69000, France.
Abstract:
The impact of high-efficacy therapies (HET) on progression independent of relapse and MRI activity (PIRMA) remains poorly defined. In this context, using the French MS registry, we aimed to assess the real-life effectiveness of HET compared with moderate-efficacy therapies (MET) on PIRMA in patients with relapsing-onset multiple sclerosis. Data were collected from patients with relapsing-onset multiple sclerosis of the French MS registry, between January 2010 and June 2023, with a mean follow-up of 3.7 years. Patients with relapsing-onset multiple sclerosis were included in the analysis if they were treated first with HET (2666 included) or MET (7833 included) and had expanded disability status scale and MRI follow-up every 2 years. Each outcome was studied using a propensity score framework. The primary outcome was time to first PIRMA. Secondary outcomes were PIRMA incidence, time to first confirmed disability progression, relapse-associated worsening (RAW), MRI-associated worsening (MAW) and identification of risk factors associated with PIRMA. A total of 10 499 patients fulfilled the inclusion criteria. The mean and standard deviation (SD) age at treatment initiation was 36.4 (10.3) years, with a mean (SD) disease duration of 3.1 (5.1) years. The restricted mean (SD) survival time to first PIRMA was slightly, but significantly shorter in the HET group compared with the MET group [8.7 (0.08) versus 8.9 (0.05) years, P = 0.017]. However, when looking at time to first confirmed disability progression, it tend to be longer in the HET group compared with the MET group [7.6 (0.10) versus 7.3 (0.06) years, P = 0.071], and it was probably linked to the shorter time to first RAW and MAW in the MET group [9.2 (0.06) versus 8.7 (0.05) years, P < 0.001 for RAW; and 9.0 (0.05) versus 8.5 (0.07) years, P < 0.001 for MAW]. Baseline risk factors associated with increased PIRMA incidence in the whole population were high expanded disability status scale, higher age at baseline and the presence of spinal cord lesions. Even if HET gives better control on disability accumulation related to disease activity than MET, our real-life study suggests that PIRMA-related mechanisms are not differentially affected by HET versus MET.
Insights
High-efficacy therapies (HET) and moderate-efficacy therapies (MET) show similar effects on progression independent of relapse and MRI activity (PIRMA) in relapsing-onset multiple sclerosis (MS). Real-world data suggest HET may not differentially impact PIRMA mechanisms compared to MET.
Area of Science:
- Neurology
- Immunology
- Clinical Research
Background:
- The impact of high-efficacy therapies (HET) on progression independent of relapse and MRI activity (PIRMA) in relapsing-onset multiple sclerosis (RMS) is not well understood.
- Real-world data are needed to compare the effectiveness of HET versus moderate-efficacy therapies (MET) on PIRMA in RMS patients.
Purpose of the Study:
- To assess the real-life effectiveness of HET compared to MET on PIRMA in RMS patients.
- To evaluate the impact of HET and MET on time to first PIRMA, confirmed disability progression (CDP), relapse-associated worsening (RAW), and MRI-associated worsening (MAW).
Main Methods:
- Analysis of data from the French Multiple Sclerosis (MS) Registry between January 2010 and June 2023.
- Inclusion of RMS patients treated first with HET (n=2666) or MET (n=7833) with at least two years of EDSS and MRI follow-up.
- Propensity score framework used to analyze outcomes, including time-to-first PIRMA, CDP, RAW, and MAW.
Main Results:
- The restricted mean survival time to first PIRMA was slightly shorter in the HET group (8.7 years) compared to the MET group (8.9 years) (p=0.017).
- Time to first confirmed disability progression (CDP) tended to be longer in the HET group (7.6 years) versus the MET group (7.3 years) (p=0.071).
- MET showed significantly shorter times to relapse-associated worsening (RAW) and MRI-associated worsening (MAW) compared to HET (p<0.001 for both).
- Baseline risk factors for increased PIRMA incidence included high EDSS, older age, and spinal cord lesions.
Conclusions:
- While HET may offer better control over disability accumulation related to disease activity compared to MET, this real-world study suggests that PIRMA-related mechanisms are not differentially affected by HET versus MET.
- Further research is needed to fully elucidate the long-term effects of different therapy efficacies on various aspects of MS progression.
Related Concept Videos
Pharmaceutical Poisoning: Treatment Strategies
Treatment Strategies for Psychological Disorders
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...
Introduction to Test of Independence
The test statistic for a test of independence is similar to that of a goodness-of-fit test:
Hypothesis Test for Test of Independence
H0: The two variables (factors)...
Law of Independent Assortment
Multiple Allele Traits

