Evidence map›Paper›PMID 42327717›Full record

ArticleFrontiers in immunology2026

Identification of potential therapeutic targets for idiopathic pulmonary fibrosis: an integrated multiomics analysis.

Xingxuan Chen, Shibin Chen, Shuai Zhao, Yupeng Li, Jingkun Chang, Si Shi, Dandan Xu, Lijuan Li, Hong Chen

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

9 authors.

Xingxuan Chen *Department of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Shibin Chen *Department of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Shuai Zhao *Department of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Yupeng LiDepartment of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Jingkun ChangHarbin Medical University, Harbin, Heilongjiang, China.
Si ShiDepartment of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Dandan XuDepartment of Geriatric Respiratory Medicine, Heilongjiang Provincial Hospital, Harbin, China.
Lijuan LiDepartment of Pulmonary and Critical Care Medicine, National Clinical Research Center of Respiratory Diseases, China-Japan Friendship Hospital, Beijing, China.
Hong ChenDepartment of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Idiopathic pulmonary fibrosis (IPF) is a progressive and fatal lung disease characterized by persistent inflammation, aberrant extracellular matrix remodeling, and impaired tissue repair. Current antifibrotic drugs can slow disease progression but cannot reverse established fibrosis, highlighting the need to identify novel mechanism-based therapeutic targets. Methods: We integrated batch-corrected transcriptomic data from the Gene Expression Omnibus with UK Biobank genome-wide association study statistics, including 1,369 cases and 435,866 controls, and proteomic GWAS instruments for plasma and cerebrospinal fluid proteins. Causal associations were evaluated using two-sample Mendelian randomization, Steiger filtering, reverse causality testing, and independent dataset validation. Expression-level validation was performed using bleomycin-induced mouse fibrosis and TGF-β1-stimulated fibroblast models. Results: Twelve proteins were identified as being associated with IPF risk, including eight pro-fibrotic mediators, such as FN1, CCL5, PPID, and CDON, and four protective factors, including SCARF2, IL7R, ESAM, and CD274. Multi-omics integration and experimental validation prioritized four candidate proteins: SCARF2 as a protective factor, and FN1, PPID, and CDON as pro-fibrotic factors. Network analysis linked FN1 to extracellular matrix remodeling and SCARF2 to scavenger receptor-mediated immune regulation, indicating distinct fibrotic and immunomodulatory pathways. Discussion: These findings identify several potential therapeutic targets for IPF and provide a translational framework for developing disease-modifying therapies that may overcome the limitations of current antifibrotic treatments.

Indexed as

Idiopathic Pulmonary FibrosisAnimalsBiomarkersBleomycinDisease Models, AnimalFibroblastsGene Expression ProfilingGenome-Wide Association StudyHumansMiceMultiomicsProteomicsTranscriptomeBiomarkersBleomycincerebrospinal fluid proteinsdrug targetsidiopathic pulmonary fibrosismendelian randomizationplasma proteinstherapeutic targets

Identifiers

PMID42327717
PMCPMC13279423

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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.