Evidence map›Paper›PMID 41412718›Full record

ArticleThe European respiratory journal2026

Exploring fibroblast activation protein as an early biomarker in chronic lung allograft dysfunction.

Yudai Miyashita, Taisuke Kaiho, Hideki Nagata, Takashi Hiroshima, Yusuke Sugiura, Kaijie Zhang, Megan E Kelly, Yuanqing Yan, Takahide Toyoda, Alicia Steffens and 9 more

Abstract read
In one paragraph

Article in The European respiratory journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Impact of preoperative venovenous extracorporeal membrane oxygenation bridging on postoperative acute kidney injury after lung transplantation.Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs · 2026
    Article
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  6. Post-lung transplant surveillance in 2026: current practice, variability, and the need for standardization.Transplant international : official journal of the European Society for Organ Transplantation · 2026
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

19 authors.

Yudai MiyashitaDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0001-8959-3823
Taisuke KaihoDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0009-0003-1056-5929
Hideki NagataDepartment of General Thoracic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.ORCID https://orcid.org/0000-0002-9928-7245
Takashi HiroshimaDepartment of General Thoracic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.ORCID https://orcid.org/0009-0002-0807-009X
Yusuke SugiuraDepartment of General Thoracic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.ORCID https://orcid.org/0009-0004-7326-8419
Kaijie ZhangDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0003-3674-0740
Megan E KellyDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0009-0001-8092-8970
Yuanqing YanDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0002-0094-7726
Takahide ToyodaDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0003-4766-5221
Alicia SteffensDepartment of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0009-0005-7762-4772
Haiying SunDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0002-7163-1702
Hiam Abdala-ValenciaDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Simpson Querrey Lung Institute for Translational Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0003-3384-5299
Toru KimuraDepartment of General Thoracic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.ORCID https://orcid.org/0000-0003-4504-232X
Bowen WangDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0003-1378-6594
Carl AtkinsonComprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0002-0067-0210
Ankit BharatDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0002-1248-0457
Takashi KanouDepartment of General Thoracic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.ORCID https://orcid.org/0000-0003-2955-1490
Yasushi ShintaniDepartment of General Thoracic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.ORCID https://orcid.org/0000-0002-2540-5288
Chitaru KuriharaDivision of Thoracic Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA chitaru.kurihara@northwestern.edu.ORCID https://orcid.org/0000-0003-3536-4675

Funding

Tumor Environment and Metastasis (TEAM) Research ProgramP30CA060553 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Devalingam Mahalingam · 1993 to 2026
$153.9M
Pathological activation of integrated stress response as a driver of Chronic allograft dysfunction after lung transplantR01HL176632 · NHLBI · NORTHWESTERN UNIVERSITY · PI Chitaru Kurihara · 2025 to 2026
$1.6M
NCI NIH HHS P30 CA060553NHLBI NIH HHS R01 HL176632
6 · The paper itself

Abstract

questionChronic lung allograft dysfunction (CLAD) is the leading cause of late graft failure after lung transplantation. Fibroblast activation protein (FAP) is selectively upregulated in activated fibroblasts under fibrotic conditions. We asked whether FAP expression is increased in CLAD and whether it can serve as an early diagnostic marker. MATERIALS AND

methodsWe performed single-cell RNA sequencing on two murine orthotopic lung transplant models (C57BL/6→C57BL/10 and BALB/c→C57BL/6) and human lung tissue from five controls and five patients with CLAD. We quantified FAP expression by immunohistochemistry in transbronchial biopsies from 240 lung transplant recipients (62 with CLAD and 178 without CLAD). Receiver-operating characteristic curves determined an optimal FAP-positive area threshold. Kaplan-Meier analysis and Cox proportional hazards models assessed the association between FAP positivity and CLAD.

resultsIn both murine and human single-cell data, FAP expression was confined to pathogenic fibroblast subsets and was significantly elevated in CLAD. In the clinical cohort, a threshold of 10.8% FAP-positive area discriminated chronic dysfunction with an area under the curve of 0.78 (95% CI 0.72-0.85), sensitivity of 65% and specificity of 84%. FAP positivity predicted shorter CLAD-free survival (p<0.0001) and overall survival (p=0.03). The hazard ratio for CLAD was 5.23 (95% CI 3.11-8.82; p<0.001), remaining significant after multivariable adjustment (hazard ratio 5.43, 95% CI 3.22-9.16; p<0.001). ANSWER: FAP expression is elevated in CLAD and is associated with subsequent CLAD and survival. Tissue FAP may enable early risk stratification and inform clinical surveillance; however, given its moderate discrimination, prospective validation in multicentre cohorts is warranted.

Indexed as

GelatinasesGraft RejectionLung TransplantationMembrane ProteinsSerine EndopeptidasesAdultAllograftsAnimalsBiomarkersChronic DiseaseEndopeptidasesFemaleFibroblastsHumansKaplan-Meier EstimateLungBiomarkersEndopeptidasesGelatinasesMembrane ProteinsSerine Endopeptidases

Identifiers

PMID41412718
PMCPMC13521434

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.