Cell:华人团队开发新型计算框架——「蒲公英」,发现哮喘核心致病基因,带来治疗新靶点
TL;DR - A Cell study introduces DANDELION, a computational framework that integrates trans-regulatory effects with exome burden data to prioritize disease-driving genes. Applied to asthma, it identified SLC27A3 and SCD and implicated protein palmitoylation in lung inflammation.
- DANDELION targets disease-proximal genes that mediate effects from more distal disease-associated genes.
- It identified candidates missed by GWAS and polygenic priority scoring methods such as PoPS.
- CRISPR screens showed that most prioritized genes regulate asthma-relevant epithelial and T-cell phenotypes.
- Mouse studies linked SLC27A3 and SCD to airway inflammation and remodeling, suggesting new therapeutic targets.