bioRxivCell BiologyPreprint
Longitudinal Single-Cell RNA-seq Profiling of Lung Cell Phenotypes, Signaling, and Cross-talk During Fibrosis Resolution
Jennifer M. SpethiD, Vivian T WongiD, Steve D. GuzmaniD, Yang Liu, Natalie WalkeriD, Rachel L. ZemansiD, Timothy S. BlackwelliD, Carlos A. AguilariD, Marc L. Peters-GoldeniD, Sean M. FortieriD
Abstract
Resolution of fibrosis following lung injury is distinguished from persistent/progressive parenchymal scarring through the timely clearance of aberrant cell types, removal of excess collagens, and regeneration of alveolar structure. The requisite signaling pathways, cellular cross-talk, and phenotypic shifts associated with, and required for, resolution of established lung fibrosis have not been well characterized. To address this critical knowledge gap, we performed longitudinal single-cell RNA sequencing of whole mouse lung digests obtained during spontaneously resolving fibrosis. We observed a putatively pro-fibrotic macrophage population emerge during peak fibrosis and undergo partial clearance during resolution. Our study also revealed conspicuous shifts in well-established pathways associated with tissue repair and fibrosis among immune, mesenchymal, and epithelial cells during spontaneous resolution. In addition to a decline in pro-fibrotic driver pathways, the putative anti-fibrotic pathways cAMP, HGF/MET, and TWEAK were enriched in several cell types during spontaneous resolution. CellChat analysis was used to predict the cellular senders and recipients of each pathway and characterize their longitudinal changes. Our characterization of the cellular and molecular dynamics in whole lungs during spontaneous fibrosis resolution provides a foundation for the identification of endogenous pathways that might be leveraged to treat pulmonary fibrosis.
- organism: mouse
- assay: scRNA-seq
- research focus: cell-cell communication
- research focus: trajectory inference
- research focus: differential expression
- approach: deep learning
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Single-Cell Transcriptomic Analysis of Human Lung Reveals Complex Multicellular Changes During Pulmonary Fibrosis
Paul A. Reyfman, James McCauley Walter, … Alexander V. Misharin·American Journal of Respiratory and Critical Care MedicinePeer-reviewed·Dec 15, 2018
- Single-cell RNA-sequencing reveals profibrotic roles of distinct epithelial and mesenchymal lineages in pulmonary fibrosis
Arun C. Habermann, Austin J. Gutierrez, … Jonathan A. Kropski·Science AdvancesPeer-reviewed·Jul 8, 2020
- A single-cell fixed RNA profiling of liver fibrosis progression and regression reveals SEMA4D and LMCD1 as key mediators of fibrogenesis
Pham Minh Duc, Lê Thị Thanh Thủy, … Norifumi Kawada·JHEP ReportsPeer-reviewed·Feb 11, 2026
- Single-cell RNA-seq reveals spatially restricted multicellular fibrotic niches during lung fibrosis
N. Joshi, S. Watanabe, … A. V. Misharin·European Respiratory JournalPeer-reviewed·Jan 1, 2020
- Loss of Fas-signaling in pro-fibrotic fibroblasts impairs homeostatic fibrosis resolution and promotes persistent pulmonary fibrosis
E. F. Redente, S. Chakraborty, … D. W. H. Riches·bioRxiv·Aug 18, 2020
- Reference-based annotation of single-cell transcriptomes identifies a profibrotic macrophage niche after tissue injury
D. Aran, A. P. Looney, … M. Bhattacharya·bioRxiv·Mar 22, 2018