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Single-cell multiomic analysis of mesenchymal cells reveals molecular signatures and regulators of lung allograft fibrosis
Lu Lu, A. Patrick McLinden, Natalie M. Walker, Ragini Vittal, Yichen Wang, Fatemeh Fattahi, Stephen T. Russell, Michael P. Combs, Joshua D. Welch, Vibha N. Lama
Lu Lu, A. Patrick McLinden, Natalie M. Walker, Ragini Vittal, Yichen Wang, Fatemeh Fattahi, Stephen T. Russell, Michael P. Combs, Joshua D. Welch, Vibha N. Lama
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Research Article Genetics Pulmonology

Single-cell multiomic analysis of mesenchymal cells reveals molecular signatures and regulators of lung allograft fibrosis

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Abstract

Survival after lung transplantation is limited by chronic, progressive graft failure, termed chronic lung allograft dysfunction (CLAD). Graft-resident mesenchymal cells (MCs) drive CLAD pathogenesis and exhibit stable dysregulated signaling, yet the transcriptomic and epigenomic drivers underlying this fibrogenic transformation remain elusive. We used single-cell multiomic profiling to characterize gene expression and chromatin accessibility in MCs isolated from bronchoalveolar lavage fluid of lung transplant recipients with and without CLAD, collected early after transplantation or after disease onset. MCs obtained after CLAD onset demonstrated a distinct transcriptomic signature compared with non-CLAD controls, enabling classification of disease status at the single-cell level with greater than 98% accuracy using signature genes. Chromatin accessibility analyses identified enrichment of CCAAT-enhancer-binding protein family transcription factors, specifically CEBPD, in CLAD MCs. MCs early after transplantation showed minimal accessibility differences, suggesting that CEBPD-associated regulatory changes emerge over time. Integration analyses identified 8 MC states and a CLAD-specific shift toward a fibrotic state. CEBPD, SOX4, and FOXP2 were identified as putative regulators of this state with substantial overlap in predicted targets. Targeting CEBPD reversed fibrotic phenotypes of CLAD MCs (decreased ECM expression, contractility, proliferation, and migration). Together, these data provide insights into transcriptomic and epigenomic changes in posttransplant MCs, facilitating the nomination of biomarkers and therapeutic targets.

Authors

Lu Lu, A. Patrick McLinden, Natalie M. Walker, Ragini Vittal, Yichen Wang, Fatemeh Fattahi, Stephen T. Russell, Michael P. Combs, Joshua D. Welch, Vibha N. Lama

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Figure 7

CLAD MC–associated CEBPD promotes fibrogenic functional competence, including mesenchymal contractility, matrix synthesis, proliferation, and migration.

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CLAD MC–associated CEBPD promotes fibrogenic functional competence, incl...
(A and B) Western blot analysis of collagen 1 with corresponding densitometry, together with α-SMA and CEBPD expression in CEBPD-overexpressing (CEBPD-OE) (A) and CEBPD-silenced (CEBPD-KD) (B) MCs. (C and D) Representative micrographs showing extent of differentiation via α-SMA expression in CEBPD-OE non-CLAD MCs (C) and loss of α-SMA signal in CEBPD-KD CLAD MCs (D). Nuclei were counterstained with DAPI. Original magnification, ×100 and ×200. Scale bars: 100 μm. (E) Western blot analysis of fibronectin with corresponding densitometry. (F) Contractile capacity assessed using a 3D collagen gel contractility assay, with quantification of gel area at 72 hours and representative gel images. (G) Proliferative potential assessed by BrdU incorporation following 6-hour labeling in CEBPD-OE non-CLAD MCs and CEBPD-KD CLAD MCs. (H) Western blot analysis of cell cycle progression marker, cyclin D1, with corresponding densitometry. (I and J) Migratory potential accessed by wound-healing “scratch” assay in MCs with CEBPD-OE or CEBPD-KD. Quiescent MCs that were wounded at baseline and analyzed after 72 hours for DAPI-stained cells infiltrating the wounded area (I). Images were captured at ×40 magnification showing the margins of the wound within dotted lines and cells infiltrating the wounded area. Inset: magnified ×40 images of cells in the wounded area. (J). Data in A, B, and E–I are represented as mean ± SEM. *P < 0.05, **P < 0.01; ***P < 0.001 by unpaired, 2-tailed Student’s t test (A, B, E, and H) or 1-way ANOVA with Bonferroni’s post hoc test (F, G, and I).

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