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Background: The management of Multiple Sclerosis (MS) has undergone transformative evolution with the introduction of high-efficacy disease-modifying therapies (DMTs), specifically anti-CD20 monoclonal antibodies, such as ocrelizumab (OCR) and ofatumumab (OFA)., Materials and Methods: This is an independent retrospective cohort study in Relapsing MS (RMS) patients followed at eight Italian MS centers who initiated treatment with OCR or OFA in the participating centers and with at least 12 months on therapy. A generalized linear regression model inverse probability of treatment weight (IPTW) PS-adjusted was performed to evaluate the relationship between annualized relapse rate (ARR) and treatment groups. No evidence of disease activity-NEDA-3 at 12-month score was also collected. Safety profile of the investigated DMTs was recorded., Results: A total cohort of 396 RMS patients fulfilled the required criteria and were enrolled in the study. Out of them, 216 had a prescription of OCR and 180 of OFA. The mean follow-up was 13.2 ± 1.9 months. The estimated means for ARR did not show differences between the two groups, 0.059 for patients on OCR and 0.038 for patients on OFA (p = 0.185). The generalized regression model IPTW PS-adjusted did not reveal differences between patients on OCR and OFA (ExpB OFA 0.974, 95%CI 934-1.015, p = 0.207). NEDA-3 at 12 months was experienced by 199(92.1%) patients on OCR and 170(94.4%) patients on OFA (p = 0.368). Generally, both therapies exhibit good tolerability., Conclusions: The treatment with OCR and OFA resulted in comparable control of disease activity with good safety profile. Our results need further validation in larger multicentre studies with long-term follow-up., (© 2024. The Author(s).)

Background: Multiple sclerosis patients would benefit from machine learning algorithms that integrates clinical, imaging and multimodal biomarkers to define the risk of disease activity., Methods: We have analysed a prospective multi-centric cohort of 322 MS patients and 98 healthy controls from four MS centres, collecting disability scales at baseline and 2 years later. Imaging data included brain MRI and optical coherence tomography, and omics included genotyping, cytomics and phosphoproteomic data from peripheral blood mononuclear cells. Predictors of clinical outcomes were searched using Random Forest algorithms. Assessment of the algorithm performance was conducted in an independent prospective cohort of 271 MS patients from a single centre., Results: We found algorithms for predicting confirmed disability accumulation for the different scales, no evidence of disease activity (NEDA), onset of immunotherapy and the escalation from low- to high-efficacy therapy with intermediate to high-accuracy. This accuracy was achieved for most of the predictors using clinical data alone or in combination with imaging data. Still, in some cases, the addition of omics data slightly increased algorithm performance. Accuracies were comparable in both cohorts., Conclusion: Combining clinical, imaging and omics data with machine learning helps identify MS patients at risk of disability worsening., (© 2023. The Author(s).)

Background: Fingolimod (FTY) induces sequestration of lymphocytes in secondary lymphoid organs and the average lymphocyte recovery following discontinuation takes 1-2 months. It has been hypothesized that the therapeutic effects of subsequent cell-depleting agents may be compromised if initiated before lymphocyte recovery has occurred., Objective: To assess the risk of relapses following FTY discontinuation and the initiation of a B/T cell-depleting agent in relation to washout duration using data from the Italian MS Register., Methods: The risk of relapses was assessed in relation to different washout durations (< 6, 6-11, 12-17 and > / = 18 weeks) in patients starting alemtuzumab, rituximab, ocrelizumab or cladribine following FTY discontinuation., Results: We included 329 patients in the analysis (226F, 103 M; mean age 41 ± 10 years). During the cell-depleting treatment, the incidence rate ratio for a relapse was significantly greater in patients with a washout period of 12-17 and > / = 18 weeks compared to the reference period (< 6 weeks). The risk of a relapse was significantly influenced by the occurrence of relapses during FTY treatment and by washout length, with hazard ratios markedly increasing with the washout duration., Conclusion: The risk of relapses increases with the washout duration when switching from FTY to lymphocyte-depleting agents., (© 2021. Springer-Verlag GmbH Germany, part of Springer Nature.)

Objective: To analyse the course of multiple sclerosis (MS) after fingolimod withdrawal in a multicentre cohort., Methods: Patients who discontinued fingolimod were included. Relapses, Expanded Disability Status Scale (EDSS), and new/gadolinium-enhancing lesions on magnetic resonance imaging (MRI) were assessed during the last year on fingolimod, and in the year after discontinuation. Wilcoxon test was used to analyse the difference in EDSS and relapses between the two periods, and to compare lymphocyte counts at discontinuation and 3 months later. Demographic and clinical variables were evaluated using univariable and multivariable logistic regression analyses., Results: Patients were 230 (females 66.1%; mean age 38 years; median EDSS 3). Fingolimod was discontinued due to inefficacy in 57%, and 87.4% started another treatment. Relapse was observed in 33% of the patients in the year after discontinuation. Severe reactivation was observed in 15%. During the first 6 months after discontinuation, new/enhancing lesions were seen in 62/116 patients. Higher age at the fingolimod discontinuation was found to be associated with a lower probability of inflammatory activity (p = 0.001) and severe reactivation (p = 0.007) during the year after discontinuation. Lower lymphocyte count was a risk factor for clinical, radiological, and severe activity (p = 0.02, p = 0.002, p = 0.01, respectively)., Conclusions: The main reason for the discontinuation of fingolimod was inefficacy. One-third of the patients had a relapse during the year after discontinuation, 15% experienced a severe reactivation, and approximately 50% of patients with available MRI scan had new/enhancing lesions. The risk factors for disease activity after discontinuation were low lymphocyte count and younger age., (© 2021. Springer-Verlag GmbH Germany, part of Springer Nature.)