Lupus Susceptibility Loci Predispose Mice to Clonal Lymphocytic Responses and Myeloid Expansion.
Elliot H Akama-GarrenMichael C CarrollPublished in: Journal of immunology (Baltimore, Md. : 1950) (2022)
Lupus susceptibility results from the combined effects of numerous genetic loci, but the contribution of these loci to disease pathogenesis has been difficult to study due to the large cellular heterogeneity of the autoimmune immune response. We performed single-cell RNA, BCR, and TCR sequencing of splenocytes from mice with multiple polymorphic lupus susceptibility loci. We not only observed lymphocyte and myeloid expansion, but we also characterized changes in subset frequencies and gene expression, such as decreased CD8 and marginal zone B cells and increased Fcrl5 - and Cd5l -expressing macrophages. Clonotypic analyses revealed expansion of B and CD4 clones, and TCR repertoires from lupus-prone mice were distinguishable by algorithmic specificity prediction and unsupervised machine learning classification. Myeloid differential gene expression, metabolism, and altered ligand-receptor interaction were associated with decreased Ag presentation. This dataset provides novel mechanistic insight into the pathophysiology of a spontaneous model of lupus, highlighting potential therapeutic targets for autoantibody-mediated disease.
Keyphrases
- systemic lupus erythematosus
- single cell
- gene expression
- machine learning
- genome wide
- disease activity
- dna methylation
- dendritic cells
- genome wide association study
- immune response
- high fat diet induced
- bone marrow
- acute myeloid leukemia
- rna seq
- genome wide association
- rheumatoid arthritis
- regulatory t cells
- deep learning
- wild type
- high throughput
- adipose tissue
- copy number
- type diabetes
- tyrosine kinase
- skeletal muscle
- drug induced
- insulin resistance
- nucleic acid
- chronic myeloid leukemia
- highly efficient