Heterogeneity of immune cells and their communications unveiled by transcriptome profiling in acute inflammatory lung injury

Front Immunol. 2024 Apr 30:15:1382449. doi: 10.3389/fimmu.2024.1382449. eCollection 2024.

Abstract

Background: Acute Respiratory Distress Syndrome (ARDS) or its earlier stage Acute lung injury (ALI), is a worldwide health concern that jeopardizes human well-being. Currently, the treatment strategies to mitigate the incidence and mortality of ARDS are severely restricted. This limitation can be attributed, at least in part, to the substantial variations in immunity observed in individuals with this syndrome.

Methods: Bulk and single cell RNA sequencing from ALI mice and single cell RNA sequencing from ARDS patients were analyzed. We utilized the Seurat program package in R and cellmarker 2.0 to cluster and annotate the data. The differential, enrichment, protein interaction, and cell-cell communication analysis were conducted.

Results: The mice with ALI caused by pulmonary and extrapulmonary factors demonstrated differential expression including Clec4e, Retnlg, S100a9, Coro1a, and Lars2. We have determined that inflammatory factors have a greater significance in extrapulmonary ALI, while multiple pathways collaborate in the development of pulmonary ALI. Clustering analysis revealed significant heterogeneity in the relative abundance of immune cells in different ALI models. The autocrine action of neutrophils plays a crucial role in pulmonary ALI. Additionally, there was a significant increase in signaling intensity between B cells and M1 macrophages, NKT cells and M1 macrophages in extrapulmonary ALI. The CXCL, CSF3 and MIF, TGFβ signaling pathways play a vital role in pulmonary and extrapulmonary ALI, respectively. Moreover, the analysis of human single-cell revealed DCs signaling to monocytes and neutrophils in COVID-19-associated ARDS is stronger compared to sepsis-related ARDS. In sepsis-related ARDS, CD8+ T and Th cells exhibit more prominent signaling to B-cell nucleated DCs. Meanwhile, both MIF and CXCL signaling pathways are specific to sepsis-related ARDS.

Conclusion: This study has identified specific gene signatures and signaling pathways in animal models and human samples that facilitate the interaction between immune cells, which could be targeted therapeutically in ARDS patients of various etiologies.

Keywords: ALI/ARDS; bulk RNA-seq; cell-cell communication; heterogeneity; immune cells; single-cell RNA-seq.

MeSH terms

  • Acute Lung Injury* / genetics
  • Acute Lung Injury* / immunology
  • Animals
  • COVID-19 / genetics
  • COVID-19 / immunology
  • Cell Communication* / immunology
  • Disease Models, Animal
  • Gene Expression Profiling*
  • Humans
  • Macrophages / immunology
  • Macrophages / metabolism
  • Male
  • Mice
  • Mice, Inbred C57BL
  • Neutrophils / immunology
  • Neutrophils / metabolism
  • Respiratory Distress Syndrome / genetics
  • Respiratory Distress Syndrome / immunology
  • Signal Transduction
  • Single-Cell Analysis
  • Transcriptome

Grants and funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Key Research and Development Program of China (2021YFC2501800), the National Natural Science Foundation of China (82172163, 82272182, 82372185), and the Fundamental Research Funds for the Central Universities of China (226-2022-00105).