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Single-cell dissection of chronic lung allograft dysfunction reveals convergent and distinct fibrotic mechanisms
Yuanqing Yan, Taisuke Kaihou, Emilia Lecuona, Xin Wu, Masahiko Shigemura, Haiying Sun, Chitaru Kurihara, Ruli Gao, Felix L. Nunez-Santana, G.R. Scott Budinger, Ankit Bharat
Yuanqing Yan, Taisuke Kaihou, Emilia Lecuona, Xin Wu, Masahiko Shigemura, Haiying Sun, Chitaru Kurihara, Ruli Gao, Felix L. Nunez-Santana, G.R. Scott Budinger, Ankit Bharat
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Research Article Immunology Pulmonology

Single-cell dissection of chronic lung allograft dysfunction reveals convergent and distinct fibrotic mechanisms

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Abstract

Chronic lung allograft dysfunction (CLAD) is the leading cause of mortality after lung transplantation, yet its molecular mechanisms remain poorly understood. To elucidate the pathogenesis of CLAD, we conducted a comprehensive single-cell transcriptomic analysis of CLAD lungs, integrating our generated datasets with approximately 1.6 million cells from 15 published studies of other fibrotic lung diseases. By applying pseudo-bulk approaches to mitigate batch effects, we identified molecular signatures specific to CLAD and those shared with idiopathic pulmonary fibrosis, COVID-19, and other fibrotic conditions. Our analysis revealed CLAD-specific cellular subsets including Fibro.AT2 cells, exhausted CD8+ T cells, and superactivated macrophages while suggesting that pathogenic keratin 17–positive, keratin 5–negative (KRT17+KRT5−) cells represent a common fibrotic mechanism across fibrotic lung diseases. Additionally, we performed donor-recipient cell deconvolution in lung allografts, uncovering distinct transcriptional programs and intercellular crosstalk between donor- and recipient-derived cells that drive allograft fibrosis. Recipient-derived stromal and immune cells showed enhanced pro-fibrotic and allograft rejection pathways compared with their donor counterparts. By leveraging insights from other fibrotic diseases to elucidate CLAD-specific mechanisms, our study provides a molecular framework for understanding CLAD pathogenesis and identifies potential therapeutic targets for this treatment-refractory condition.

Authors

Yuanqing Yan, Taisuke Kaihou, Emilia Lecuona, Xin Wu, Masahiko Shigemura, Haiying Sun, Chitaru Kurihara, Ruli Gao, Felix L. Nunez-Santana, G.R. Scott Budinger, Ankit Bharat

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Figure 4

Core gene signature of KRT17+KRT5– cells regardless of disease states and technical effects.

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Core gene signature of KRT17+KRT5– cells regardless of disease states an...
(A) Heatmap of the expression levels of 360 core genes across different epithelial cell types, with selected gene symbols labeled. The average expression per gene was calculated for each sample from the normalized data matrix and further normalized per row, scaling the expression range between 0 and 1. Each column represents an individual sample. (B) Circle plot illustrating significant ligand-receptor pairs involved in PDGF, GDF, IL-4, and TWEAK signaling across diseases. Significant ligand-receptor interactions are connected by lines for each disease. (C) H&E staining and spatial distribution of cell types in 3 IPF lung samples. (D) Spatial niches enriched by KRT17+KRT5–cells, along with the expression of ligand-receptor pairs activated by these cells. The cellular composition varied across niches: niche1 contained 56 KRT17+KRT5– cells, 59 MyoF cells, and 39 Macrophages; niche2 contained 218 KRT17+KRT5– cells, 105 MyoF cells, and 12 Macrophages; and niche3 contained 172 KRT17+KRT5– cells, 393 MyoF cells, and 195 Macrophages.

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ISSN 2379-3708

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