Evidence mapPaperPMID 39824903Full record

ArticleScientific reports2025

Proteome-wide mendelian randomization identifies causal plasma proteins in interstitial lung disease.

Kunrong Yu, Wanying Li, Wenjie Long, Yijia Li, Yanting Li, Huili Liao, Jianhong Liu

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

7 authors.

Kunrong YuGuangzhou University of Chinese Medicine, Guangzhou, 510000, China.
Wanying LiGuangzhou University of Chinese Medicine, Guangzhou, 510000, China.
Wenjie LongThe First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China.
Yijia LiGuangzhou University of Chinese Medicine, Guangzhou, 510000, China.
Yanting LiGuangzhou University of Chinese Medicine, Guangzhou, 510000, China.
Huili LiaoThe First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China.
Jianhong LiuThe First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China. ljh833@163.com.

Funding

The Scientific Research Project of Guangdong Provincial Bureau of Traditional Chinese Medicine 2022ZYYJ01
6 · The paper itself

Abstract

Interstitial lung disease (ILD) has shown limited treatment advancements, with minimal exploration of circulating protein biomarkers causally linked to ILD and its subtypes beyond idiopathic pulmonary fibrosis (IPF). In this study, we aimed to identify potential drug targets and circulating protein biomarkers for ILD and its subtypes. We utilized the most recent large-scale plasma protein quantitative trait loci (pQTL) data detected from the antibody-based method and ILD and its subtypes' GWAS data from the updated FinnGen database for Mendelian randomization analysis. To enhance the reliability of causal associations, we conducted external validation and sensitivity analyses, including Bayesian colocalization and bidirectional Mendelian randomization analysis. Our study identified eight plasma proteins genetically associated with ILD or its subtypes. Among these, three proteins-CDH15 (Cadherin-15), LTBR (Lymphotoxin-beta receptor), and ADAM15 (A disintegrin and metalloproteinase 15)-emerged as priority biomarkers and potential therapeutic targets, demonstrating more reliable associations by passing a series of sensitivity analyses compared to the others. Based on these findings, we propose for the first time that CDH15, ADAM15, and LTBR hold promise as novel potential circulating protein biomarkers and therapeutic targets for the diagnosis and treatment of ILD, IPF, and sarcoidosis, respectively, especially ADAM15, and these findings have the potential to provide new perspectives for advancing the research on the heterogeneity of ILD.

Indexed as

Blood ProteinsLung Diseases, InterstitialMendelian Randomization AnalysisProteomeADAM ProteinsBiomarkersCadherinsGenome-Wide Association StudyHumansPolymorphism, Single NucleotideQuantitative Trait LociADAM ProteinsBiomarkersBlood ProteinsCadherinsProteomeBiomarkerDrug targetInterstitial lung diseaseMendelian randomizationProteinSubtype

Identifiers

PMID39824903
PMCPMC11748740

What Socratic holds

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Registered trials

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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 Socratic graph.