Single-Cell Profiling Reveals Immune Aberrations in Progressive Idiopathic Pulmonary Fibrosis
Authors:
- Avraham UntermanAUAvraham Unterman
- Amy Y. ZhaoAZAmy Y. Zhao
- Nir NeumarkNNNir Neumark
- Jonas C. SchuppJSJonas C. Schupp
- Farida AhangariFarida Ahangari
- Carlos CosmeCCCarlos Cosme
- Prapti SharmaPSPrapti Sharma
- Yan SteinYSYan Stein
- Changwan RyuCRChangwan Ryu
- Genta IshikawaGIGenta Ishikawa
- Tomokazu S. SumidaTSTomokazu S. Sumida
Top Cited Papers
- 15 August 2024
- journal article
- research article
- Published by Oxford University Press (OUP) in American Journal of Respiratory and Critical Care Medicine
- Vol. 210 (4) , 484-496
Abstract
Rationale: Changes in peripheral blood cell populations have been observed, but not detailed, at single-cell resolution in idiopathic pulmonary fibrosis (IPF). Objectives: We sought to provide an atlas of the changes in the peripheral immune system in stable and progressive IPF. Methods: Peripheral blood mononuclear cells (PBMCs) from patients with IPF and control subjects were profiled using 10× chromium 5′ single-cell RNA sequencing. Flow cytometry was used for validation. Protein concentrations of regulatory T cells (Tregs) and monocyte chemoattractants were measured in plasma and lung homogenates from patients with IPF and control subjects. Measurements and Main Results: Thirty-eight PBMC samples from 25 patients with IPF and 13 matched control subjects yielded 149,564 cells that segregated into 23 subpopulations. Classical monocytes were increased in patients with progressive and stable IPF compared with control subjects (32.1%, 25.2%, and 17.9%, respectively; P < 0.05). Total lymphocytes were decreased in patients with IPF versus control subjects and in progressive versus stable IPF (52.6% vs. 62.6%, P = 0.035). Tregs were increased in progressive versus stable IPF (1.8% vs. 1.1% of all PBMCs, P = 0.007), although not different than controls, and may be associated with decreased survival (P = 0.009 in Kaplan-Meier analysis; and P = 0.069 after adjusting for age, sex, and baseline FVC). Flow cytometry analysis confirmed this finding in an independent cohort of patients with IPF. The fraction of Tregs out of all T cells was also increased in two cohorts of lung single-cell RNA sequencing. CCL22 and CCL18, ligands for CCR4 and CCR8 Treg chemotaxis receptors, were increased in IPF. Conclusions: The single-cell atlas of the peripheral immune system in IPF reveals an outcome-predictive increase in classical monocytes and Tregs, as well as evidence for a lung–blood immune recruitment axis involving CCL7 (for classical monocytes) and CCL18/CCL22 (for Tregs).Keywords
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Funding Information
- Three Lakes Partners
- Pulmonary Fibrosis Foundation
- Three Lakes Partners
- Pulmonary Fibrosis Foundation
This publication has 49 references indexed in Scilit:
- Single-cell multi-omics reveals dyssynchrony of the innate and adaptive immune system in progressive COVID-19Nature Communications, 2022
- scCODA is a Bayesian model for compositional single-cell data analysisNature Communications, 2021
- Comprehensive Integration of Single-Cell DataCell, 2019
- Increased monocyte count as a cellular biomarker for poor outcomes in fibrotic diseases: a retrospective, multicentre cohort studyThe Lancet Respiratory Medicine, 2019
- Integrating single-cell transcriptomic data across different conditions, technologies, and speciesNature Biotechnology, 2018
- Validation of a 52-gene risk profile for outcome prediction in patients with idiopathic pulmonary fibrosis: an international, multicentre, cohort studyThe Lancet Respiratory Medicine, 2017
- Regulatory T Cells in Idiopathic Pulmonary FibrosisThe American Journal of Pathology, 2016
- The IL-1 cytokine family and its role in inflammation and fibrosis in the lungSeminars in Immunopathology, 2016
- Peripheral depletion of NK cells and imbalance of the Treg/Th17 axis in idiopathic pulmonary fibrosis patientsCytokine, 2014
- CC-chemokine receptor 2 required for bleomycin-induced pulmonary fibrosisCytokine, 2003