Evaluating MRI-Confirmed Relapses as a Novel Primary Endpoint in Multiple Sclerosis Trials
Gavoille, A.; Demuth, S.; Nourredine, M.; Faddeenkov, I.; Rollot, F.; Casey, R.; Kerbrat, A.; Le Page, E.; Bigaut, K.; Mathey, G.; Michel, L.; Ciron, J.; Ruet, A.; Maillart, E.; Labauge, P.; Zephir, H.; Papeix, C.; Defer, G.; Lebrun-Frenay, C.; Moreau, T.; Berger, E.; Stankoff, B.; Clavelou, P.; Thouvenot, E.; Heinzlef, O.; Pelletier, J.; Al-Khedr, A.; Casez, O.; Bourre, B.; Wahab, A.; Magy, L.; Camdessanche, J.-P.; Doghri, I.; Moulin, S.; Sarov-Riviere, M.; Hankiewicz, K.; Dos Santos, A.; Pottier, C.; Nifle, C.; Manchon, E.; Tchikviladze, M.; Baciotti, B.; Payet, M.; Luciani, L.; Wiertlewski,
Show abstract
BackgroundClinically defined relapses are the traditional primary endpoint of randomized control trials (RCTs) in multiple sclerosis (MS), yet a substantial proportion lack new inflammatory lesions. Confirming relapses with brain and spinal cord MRI to distinguish relapses with active MRI (RAM) from acute clinical events with stable MRI (ACES) may provide a more sensitive primary outcome for future trials. ObjectiveTo estimate RAM and ACES rates in MS trials and evaluate the impact on statistical power of using RAM. MethodsWe used two approaches: an aggregated data (AD) approach, combining population-level data from RCTs with observational data from the French MS registry, and an individual patient data (IPD) approach from the PRIMUS platform. Trials were selected if they evaluated DMTs sufficiently represented in the OFSEP ancillary study or were available in PRIMUS. Eleven pivotal RCTs were included, evaluating natalizumab, cladribine, dimethyl fumarate, teriflunomide, fingolimod, or ocrelizumab; 7 were analyzed with AD only, 1 with IPD only, and 3 with both. For the AD approach, population-level characteristics were extracted from published reports; expected RAM probabilities were then derived from a RAM model fitted on OFSEP observational data, applied to each RCT arm population. For the IPD approach, clinically defined relapses were directly classified as RAM/ACES according to radiological activity on subsequent brain MRI. Main outcomes were the treatment effect on RAM and ACES rates, compared with the effect on clinically defined relapses. ResultsAcross 11 RCTs, treatment effects were consistently equal or greater for RAM than for clinically defined relapses, with both AD and IPD approaches. No DMT significantly reduced ACES rates, which remained stable at approximately 0.08 events/year across arms. The IPD approach yielded systematically lower RAM probabilities than the AD approach. Using RAM as the endpoint improved statistical power in most scenarios: e.g. a trial with annualized relapse rates of 0.15/year (active arm) vs 0.30 (control arm) requires one-third fewer participants. ConclusionAdopting RAM as the primary outcome could substantially enhance the power of future MS trials and better target the effect of treatment on inflammatory activity.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Creating an automated tool for a consistent and repeatable evaluation of disability progression in clinical studies for Multiple Sclerosis 96%
- Disability patterns in multiple sclerosis: a meta-analysis on PIRA and RAW in the real world context 94%
- The relationship between ethnicity and Multiple Sclerosis characteristics in the United Kingdom: a UK MS Register study 93%
Similar papers in this journal
- Disease-Modifying, Neuroprotective Effect of N-acetyl-L-leucine in Adult and Pediatric Patients with Niemann–Pick disease type C 90%
- Adaptive trials in stroke: Current use & future directions 89%
- Frequency of neurological manifestations in COVID-19: a systematic review and meta-analysis of 350 studies 89%
Similar papers in this journal
Similar papers in this journal
- Benefits of sphingosine-1-phosphate receptor modulators in relapsing MS estimated with a treatment sequence model 94%
- The ocrelizumab phase II extension trial suggests the potential to improve the risk:benefit balance in multiple sclerosis 94%
- COVID-19 is associated with multiple sclerosis exacerbations that are prevented by disease modifying therapies 91%
Similar papers in this journal
- Hybrid and vaccine-induced immunity against SARS-CoV-2 in MS patients on different disease-modifying therapies 92%
- Post-COVID sequelae in people with multiple sclerosis and related disorders: a multicenter cross-sectional study 92%
- Choroid plexus volume predicts expansion of chronic lesions and brain atrophy 90%
"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.