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Updated: Jul 7, 2026

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Identifying potential drug targets for idiopathic pulmonary fibrosis: a mendelian randomization study based on the
Zetao Liu1,2, Zhiyu Peng1,2, Huahang Lin1,2
1Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China.
Background:
Idiopathic pulmonary fibrosis (IPF) is a chronic fibrotic interstitial lung disease characterized by progressive dyspnea and decreased lung function, yet its exact etiology remains unclear. It is of great significance to discover new drug targets for IPF.
Methods:
We obtained the cis-expression quantitative trait locus (cis-eQTL) of druggable genes from eQTLGen Consortium as exposure and the genome wide association study (GWAS) of IPF from the International IPF Genetics Consortium as outcomes to simulate the effects of drugs on IPF by employing mendelian randomization analysis. Then colocalization analysis was performed to calculate the probability of both cis-eQTL of druggable genes and IPF sharing a causal variant. For further validation, we conducted protein quantitative trait locus (pQTL) analysis to reaffirm our findings.
Results:
The expression of 45 druggable genes was significantly associated with IPF susceptibility at FDR < 0.05. The expression of 23 and 15 druggable genes was significantly associated with decreased forced vital capacity (FVC) and diffusing capacity of the lungs for carbon monoxide (DLco) in IPF patients, respectively. IPF susceptibility and two significant genes (IL-7 and ABCB2) were likely to share a causal variant. The results of the pQTL analysis demonstrated that high levels of IL-7 in plasma are associated with a reduced risk of IPF (OR = 0.67, 95%CI: 0.47-0.97).
Conclusion:
IL-7 stands out as the most promising potential drug target to mitigate the risk of IPF. Our study not only sheds light on potential drug targets but also provides a direction for future drug development in IPF.
Insights
Interleukin-7 (IL-7) may be a promising drug target for idiopathic pulmonary fibrosis (IPF). This study identified IL-7 as a potential therapeutic target to reduce IPF risk and improve lung function.
Area of Science:
- Genetics
- Pharmacology
- Pulmonology
Background:
- Idiopathic pulmonary fibrosis (IPF) is a progressive lung disease with unknown causes.
- Discovering new drug targets is crucial for treating IPF and improving patient outcomes.
Purpose of the Study:
- To identify druggable genes associated with IPF susceptibility and progression.
- To explore potential therapeutic targets for IPF using genetic association studies.
Main Methods:
- Utilized Mendelian randomization analysis with cis-expression quantitative trait loci (cis-eQTL) data for druggable genes and genome-wide association study (GWAS) data for IPF.
- Performed colocalization analysis to assess shared causal variants between gene expression and IPF.
- Validated findings using protein quantitative trait locus (pQTL) analysis.
Main Results:
- Identified 45 druggable genes significantly associated with IPF susceptibility.
- Found associations between gene expression and reduced forced vital capacity (FVC) and diffusing capacity of the lungs for carbon monoxide (DLco) in IPF patients.
- IL-7 and ABCB2 showed potential shared causal variants with IPF; elevated IL-7 levels were linked to reduced IPF risk.
Conclusions:
- Interleukin-7 (IL-7) emerges as a highly promising drug target for mitigating IPF risk.
- This research provides valuable insights for future IPF drug development strategies.
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