Related Experiment Video
Updated: Feb 13, 2026

Imaging Features of Systemic Sclerosis-Associated Interstitial Lung Disease
Published on: June 16, 2020
Prioritizing Therapeutic Targets for Interstitial Lung Disease: A Causal Mediation Analysis
Justin Oldham1, Philip Molyneaux2, Manoj Maddali3
1University of Michigan.
None:
Progressive interstitial lung disease (ILD) leads to declining lung function and death. New therapies to treat ILD are urgently needed. Here we performed a secondary analysis of proteomic data from ten ILD cohorts across the United States, Canada, and United Kingdom. Causal mediation analysis was used to estimate the effect of plasma proteins previously linked to organ fibrosis in mechanistic studies (exposure) on survival (outcome) through lung function decline (mediator). Of 102 proteins tested in a discovery cohort (n = 1963), 47 were mediated by declining lung function. Of these 47 proteins, 7 showed sustained mediation in an independent validation cohort (n = 1172). Proteins with the strongest mediated effect were amphiregulin and integrin beta six. Sensitivity analysis showed that results were robust to unmeasured confounding. Here we provide epidemiological evidence implicating seven proteins as potentially causal of progressive ILD. These findings build upon mechanistic studies showing a causal link between these proteins and organ fibrosis, supporting their prioritization for therapeutic consideration.
More Related Videos
03:08Using Human Differentially Expressed Gene Lists to Perform Downstream Pathway Enrichment Analysis and Target Prioritization
Published on: October 3, 2025
06:19Author Spotlight: A Personalized Approach Towards Investigating Alzheimer's Disease Using an In Vitro Blood-Brain Barrier Model
Published on: October 20, 2023
Related Concept Videos
Causality in Epidemiology
Lung Capacity
Therapeutic Drug Monitoring: Drug Analysis Methods
Criteria for Causality: Bradford Hill Criteria - II
Criteria for Causality: Bradford Hill Criteria - I
Therapeutic Index