Related Experiment Video
Updated: Sep 9, 2025

Single-cell Analysis of Immunophenotype and Cytokine Production in Peripheral Whole Blood via Mass Cytometry
Published on: June 26, 2018
Phenotypic Changes in a Monocyte Cluster with High Interleukin-1 Beta Expression during Long-Term Anti-CD20 Therapy
Mie Waede1,2,3,4, Christina Kingo1,2,3, Karina Damsbo1,2,3
1Department of Molecular Medicine, University of Southern Denmark, Odense, Denmark.
Objective:
We aimed to investigate disease-related and anti-CD20 therapy-related changes in peripheral blood mononuclear cells (PBMCs) from multiple sclerosis (MS) patients compared to healthy controls (HC) using multi-omics single-cell analysis.
Methods:
Targeted single-cell sequencing of transcriptomes and epitopes was performed on PBMCs isolated from 64 blood samples collected from MS patients at baseline and at 3 time points following anti-CD20 treatment, alongside HC. Multicolor spectral flow cytometry was performed on 15 of the samples.
Results:
Cell cluster analysis identified a subpopulation of classical monocytes with significantly high interleukin-1 beta (IL1B) expression and a pro-inflammatory profile compared to other monocyte clusters. This monocyte cluster expressed genes of pro-inflammatory chemokines and cytokines, such as CXCL8, CCL3, CCL4, and TNFα and was a major cell transmitter subset within the intercellular communication network. The IL1Bhigh monocyte cluster was prevalent in HC (8.1% of PBMCs), but reduced in untreated MS patients (0.8% of PBMCs). High CXCR4 expression and Gene Ontology-term analysis indicated that IL1Bhigh monocytes from MS patients had central nervous system (CNS)-infiltrating abilities in contrast to HC, likely regulated by LEF1. After anti-CD20 treatment, IL1Bhigh monocytes showed changes in pro-inflammatory gene expression and MYC-associated regulatory networks, and their abundance increased 6-fold in the blood.
Interpretation:
Our single-cell analysis identified a unique peripheral IL1Bhigh monocyte cluster with a suggested CNS-infiltrating cellular phenotype that may explain its lower abundance in the blood of untreated compared to anti-CD20 treated MS patients. Treatment-associated changes in this population may contribute to the non-B cell related effects of anti-CD20 therapy. ANN NEUROL 2025;98:1283-1298.
More Related Videos
09:20Differentiation of Monocytes into Phenotypically Distinct Macrophages After Treatment with Human Cord Blood Stem Cell CB-SC-Derived Exosomes
Published on: November 12, 2020
09:12Characterization of Human Monocyte Subsets by Whole Blood Flow Cytometry Analysis
Published on: October 17, 2018