bioRxivImmunologyPreprint
Deep immune profiling pinpoints cellular and molecular drivers of lupus immunopathology
Masahiro NakanoiD, Michihiro KonoiD, Kenichiro Asahara, Takayuki KatsuyamaiD, Satoshi KuboiD, Eri KatsuyamaiD, Yuya Fujita, Takahiro NishinoiD, Hajime InokuchiiD, Takahiro ArakawaiD, Tsugumi KawashimaiD, Shohei NomaiD, Akiko Minowa, Reza Bagherzadeh, Yukiro Matsumoto, Jun InamoiD, Haruka TakahashiiD, Bunki NatsumotoiD, Xuejun Zhang, Sang‐Cheol BaeiD, Akari SuzukiiD, Hiroaki HatanoiD, Chikashi C. TeraoiD, Yoshiya TanakaiD, Yoshinori MatsumotoiD, , Kazuyoshi IshigakiiD
Abstract
Systemic lupus erythematosus (SLE) is a complex autoimmune disease with an unknown etiology. To pinpoint new disease-relevant cell states and their molecular profiles, we performed an in-depth investigation of multimodal single-cell datasets comprising [~]2.1 million peripheral blood mononuclear cells from 346 donors. By resolving 123 fine-grained cell states across 27 cell types, we identified previously uncharacterized populations distinctively associated with clinical severity and treatment status, including GZMK+GZMH+HLA-DR+ effector memory CD8+ T cells (double-positive [DP] EMCD8) and FOXO1+ARHGAP15+ T cells. Through extensive statistical frameworks and multimodal approaches, we delineated their aberrant immune signaling networks, transcriptional regulators, key surface proteins, T cell receptor repertoires, and genetic/epigenetic landscapes, underscoring them as candidate drivers of SLE immunopathology. These findings provide new insights into therapeutic target discovery in SLE.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 1
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