Evidence map›Paper›PMID 41122970›Full record

ArticleJCI insight2025

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 and 1 more

Abstract read
In one paragraph

Article in JCI insight, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Yuanqing YanDepartment of Surgery, Division of Thoracic Surgery.
Taisuke KaihouDepartment of Surgery, Division of Thoracic Surgery.
Emilia LecuonaDepartment of Surgery, Division of Thoracic Surgery.
Xin WuDepartment of Surgery, Division of Thoracic Surgery.
Masahiko ShigemuraDepartment of Surgery, Division of Thoracic Surgery.
Haiying SunDepartment of Surgery, Division of Thoracic Surgery.
Chitaru KuriharaDepartment of Surgery, Division of Thoracic Surgery.
Ruli GaoDepartment of Biochemistry and Molecular Genetics; and.
Felix L Nunez-SantanaDepartment of Surgery, Division of Thoracic Surgery.
G R Scott BudingerDepartment of Medicine, Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.
Ankit BharatDepartment of Surgery, Division of Thoracic Surgery.

Funding

Role of LUBAC and Na K-ATPase in Acute Lung InjuryP01HL071643 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SZNAJDER, JACOB I · 2003 to 2019
$30.8M
Tissue resident macrophages regulate proteostasis in the aging lungP01AG049665 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI NAVDEEP S CHANDEL · 2015 to 2026
$26.9M
Synergistic roles of lung autoantibodies, donor nonclassical monocytes and recipient classical monocytes in mediating primary graft dysfunctionP01HL169188 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Ankit Bharat · 2024 to 2026
$11.1M
Role of spleen educated monocytes in mediating ischemia-reperfusion injury followinglung transplant surgeryR01HL147575 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Ankit Bharat, GR Scott Budinger · 2019 to 2026
$5.5M
Pathogenesis of lung injury mediated by lung-restricted antibodiesR01HL147290 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Ankit Bharat, GR Scott Budinger · 2019 to 2026
$5.2M
Donor nonclassical monocytes mediate primary graft dysfunction and remote organ injury following lung transplant surgeryR01HL145478 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Ankit Bharat, GR Scott Budinger · 2019 to 2026
$4.8M
Complementary pathways of necroptosis in recipient and donor lung tissue that drive primary lung allograft dysfunctionR01HL173940 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Ankit Bharat, GR Scott Budinger · 2024 to 2026
$2.4M
Single Cell Mosaic Mutation Atlas of Human OrganR35GM142539 · NIGMS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GAO, RULI · 2021 to 2025
$2.0M
Defining cellular mechanisms of chronic graft failure in transplanted hearts with single cell multi-omicsR01HL160552 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GAO, RULI · 2022 to 2025
$1.7M
NHLBI NIH HHS P01 HL071643NHLBI NIH HHS P01 HL169188NHLBI NIH HHS R01 HL145478NHLBI NIH HHS R01 HL147290NHLBI NIH HHS R01 HL147575NHLBI NIH HHS R01 HL160552NHLBI NIH HHS R01 HL173940NIA NIH HHS P01 AG049665NIGMS NIH HHS R35 GM142539
6 · The paper itself

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.

Indexed as

Graft RejectionLungLung TransplantationPulmonary FibrosisAllograftsCD8-Positive T-LymphocytesCOVID-19Gene Expression ProfilingHumansIdiopathic Pulmonary FibrosisSARS-CoV-2Single-Cell AnalysisTranscriptomeBioinformaticsFibrosisImmunologyPulmonologyTransplantation

Identifiers

PMID41122970
PMCPMC12581678

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.