Nature Communications · 2022 · 128 citations · 46 references
Life SciencesImmunologyMolecular BiologyAutoimmunityCellular ImmunologyRheumatologyAutoimmune Rheumatic DiseasesHelper T Cell SubsetsJoint DiseaseJoint PathologyRheumatoid ArthritisSynovial InflammationAnti-cyclic Citrullinated Peptide AntibodiesCd4 Positive T CellsHelper T Cell DifferentiationT Helper Cell Heterogeneity
Abstract Rheumatoid arthritis (RA) is an autoimmune disease affecting synovial joints where different CD4 + T cell subsets may contribute to pathology. Here, we perform single cell sequencing on synovial CD4 + T cells from anti-citrullinated protein antibodies (ACPA)+ and ACPA- RA patients and identify two peripheral helper T cell (T PH ) states and a cytotoxic CD4 + T cell subset. We show that the adhesion G-protein coupled receptor 56 (GPR56) delineates synovial CXCL13 high T PH CD4 + T cells expressing LAG-3 and the tissue-resident memory receptors CXCR6 and CD69. In ACPA- SF, T PH cells display lower levels of GPR56 and LAG-3. Further, most expanded T cell clones in the joint are within CXCL13 high T PH CD4 + T cells. Finally, RNA-velocity analyses suggest a common differentiation pathway between the two T PH clusters and effector CD4 + T cells. Our study provides comprehensive immunoprofiling of the synovial CD4 + T cell subsets in ACPA+ and ACPA- RA.
46
Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text
Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text
Gioele La Manno, Ruslan Soldatov, Amit Zeisel et al. · Nature · 2018 · 4.5K citations · Full text
Gene Set Knowledge Discovery with Enrichr
Zhuorui Xie, Allison Bailey, Maxim V. Kuleshov et al. · Current Protocols · 2021 · 3.7K citations · Full text