High-dimensional immune profiling of dimethyl fumarate and ocrelizumab in multiple sclerosis
Zhang, Y.; Lee, B.; Xie, H.; Rockoff, J.; Satyanarayan, S.; Brandstadter, R.; Kim-Schulze, S.; Ntranos, A.; Lublin, F.
Show abstract
BackgroundDimethyl fumarate (DMF) and ocrelizumab are two effective immunomodulators for multiple sclerosis (MS) with distinct mechanisms of action. Identifying overlapping therapeutic effects between both agents may elucidate common pathways in preventing disease activity. ObjectivesIn this study we analyzed cytokine and immune-profiling data to evaluate the similarities and differences between the two disease-modifying therapies for MS. Methods: Plasma and PBMCs from MS patients were collected at baseline, 3 months and 6 months after treatment with DMF (n=16) and ocrelizumab (n=13). Immunophenotyping was performed with mass cytometry (CyTOF) and analyzed with gating based on cell surface markers. Cytokine analysis from plasma was performed with Olink assays and analyzed with linear mixed effects models. ResultsDMF reduced both effector T and memory B cell populations while increasing CD56bright natural killer (NK) cells. Ocrelizumab exerted its main immunomodulatory effect by reducing the frequency of all B cells and increasing frequency of NK cells. At 6 months, naive B-cells began to reconstitute; however, memory B cells remain depleted. DMF treatment was associated with a significant reduction of plasma cytokines involved in inflammatory pathways, such as IL-6, IL-12, and Dectin-1 signaling. In addition, DMF lowered plasma cytokines that are dysregulated in psoriasis and involved in allograft rejection pathways. Ocrelizumab treatment led to the upregulation of neurotropic proteins in the plasma of MS patients, including proteins involved in NAD+ biosynthesis and tryptophan catabolism. ConclusionOur high-dimensional immunophenotyping results suggest that to exert their effects on MS patients, DMF and ocrelizumab both increase NK cells in addition to affecting different immune cell populations and cytokine pathways. Detecting similarities between the mechanisms of the two drugs may contribute to identifying more specific therapeutic targets.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Dynamics of spinal fluid immune cell alterations following cladribine tablet treatment in multiple sclerosis 96%
- Persons with multiple sclerosis reveal distinct kynurenine pathway metabolite patterns: a multinational cross-sectional study 95%
- CSF of SARS-CoV-2 patients with neurological syndromes reveals hints to understand pathophysiology 95%
Similar papers in this journal
- Humoral and cellular immune responses to SARS CoV-2 vaccination in Persons with Multiple Sclerosis and NMOSD patients receiving immunomodulatory treatments 95%
- Evaluation of immunological responses to third COVID-19 vaccine among people treated with sphingosine receptor-1 modulators and anti-CD20 therapy 94%
- Response to COVID-19 booster vaccinations in seronegative people with MS. 94%
Similar papers in this journal
- Paramagnetic rim lesions are associated with pathogenic CSF profiles and worse clinical outcomes in multiple sclerosis: a retrospective cross-sectional study 95%
- Tissue damage detected by quantitative gradient echo MRI correlates with clinical progression in non-relapsing progressive MS 95%
- Frequency and Potential Risk Factors Associated with the Development of Asymptomatic T2 Hyperintense Cervical Spine Lesions on MRI in Patients with Relapsing-Remitting Multiple Sclerosis 94%
Similar papers in this journal
- Hybrid and vaccine-induced immunity against SARS-CoV-2 in MS patients on different disease-modifying therapies 95%
- Choroid plexus volume predicts expansion of chronic lesions and brain atrophy 94%
- Post-COVID sequelae in people with multiple sclerosis and related disorders: a multicenter cross-sectional study 94%
Similar papers in this journal
- Cellular and humoral immunity to SARS-CoV-2 infection in multiple sclerosis patients on ocrelizumab and other disease-modifying therapies: a multi-ethnic observational study 95%
- MS-driven metabolic alterations are recapitulated in iPSC-derived astrocytes 94%
- A novel mouse model of cerebral adrenoleukodystrophy highlights NLRP3 activity in lesion pathogenesis 94%
"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.