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Updated: May 27, 2026

Single-cell Gene Expression Using Multiplex RT-qPCR to Characterize Heterogeneity of Rare Lymphoid Populations
Published on: January 19, 2017
Granulocyte heterogeneity in immune-mediated and inflammatory diseases: Insights from single-cell transcriptomic
Hiroshi Shimagami1,2,3, Atsushi Kumanogoh1,2,3,4,5,6,7, Masayuki Nishide1,2,3
1Department of Respiratory Medicine and Clinical Immunology, Graduate School of Medicine, The University of Osaka, Suita, Osaka, Japan.
None:
Neutrophils and eosinophils have long been regarded as terminal effectors of innate immunity. Technical advances in single-cell RNA sequencing define transcriptome-based granulocyte subsets beyond classical density- and surface marker-based classifications. These approaches reveal substantial heterogeneity in granulocyte differentiation states, activation programs, and tissue adaptation across human diseases. In microscopic polyangiitis, type II interferon pathways shape a pathogenic neutrophil activation state, and serum IFNγ levels at disease onset may serve as a potential biomarker for subsequent relapse. In infectious diseases, including COVID-19 and sepsis, the expansion of immunosuppressive ARG1- and IL1R2-expressing neutrophils is reported in severe disease and may reflect altered immune responses. MMP9-high neutrophils are enriched in cardiovascular disorders and may be linked to thrombosis and ischemic injury. In allergic diseases, spatial and single-cell analyses identify tissue-specific eosinophil states and their interactions with epithelial and macrophage compartments, highlighting context-dependent eosinophil activation within inflamed tissues. Despite emerging evidence for disease-associated granulocyte heterogeneity, whether these populations causally contribute to disease pathophysiology remains largely unclear. Experimentally validated functions and clinically applicable surrogate markers, such as surface markers or circulating proteins, are still needed. This review summarizes recent advances and current limitations in understanding granulocyte heterogeneity across immune-mediated and inflammatory diseases, and discusses how integrative single-cell approaches may support the development of clinically relevant biomarkers and targeted therapeutic strategies.
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