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Updated: Jun 8, 2026

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Suboptimal B-cell depletion is associated with progression independent of relapse activity in multiple sclerosis
Lisa Revie1, Annika Jürjens1, Maria Eveslage2
1Department of Neurology With Institute of Translational Neurology, University Hospital Münster, Münster, Germany.
Background:
While treatment with ocrelizumab has proven effective in preventing relapse-associated worsening (RAW) in relapsing multiple sclerosis (RMS), a significant number of patients experience progression independent of relapse activity (PIRA).
Objectives:
To investigate the association between B-cell depletion status and the risk of disability accumulation in RMS patients receiving ocrelizumab treatment.
Methods:
In this monocentric cohort study of 148 RMS patients (2017-2023), we categorized participants into three groups: no evidence of disease activity (NEDA), evidence of disease activity (EDA), and PIRA. B-cell counts were measured every 6-12 months, with suboptimal depletion defined as ⩾10 CD19+ B-cells/µL. Logistic regression and Cox proportional hazards models analyzed the relationship between B-cell depletion and disability progression.
Results:
Of 148 patients, 70 (47%) achieved NEDA, 51 (34%) showed EDA, and 25 (17%) developed PIRA. NEDA patients demonstrated significantly lower B-cell counts compared to EDA (p < 0.01) and PIRA (p < 0.001) groups. Insufficient B-cell depletion was the strongest PIRA predictor (OR 3.73, 95% CI: 2.50-5.43, p < 0.001) and increased EDSS progression risk (HR 0.50, 95% CI: 0.26-0.97, p = 0.039).
Conclusions:
PIRA occurs in the context of suboptimal B-cell depletion in RMS patients, highlighting the need for close monitoring and potential adjustment of infusion intervals.
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