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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

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Representative image for 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

Merged summary

TL;DR — DANDELION is a computational framework that combines trans-regulatory effects with exome burden data to identify disease-driving genes. In asthma, it uncovered SLC27A3, SCD, and protein palmitoylation as potential therapeutic targets.

  • Prioritizes disease-proximal mediator genes influenced by distal disease-associated genes.
  • Identifies candidates missed by GWAS and methods such as PoPS.
  • CRISPR screens confirmed that most prioritized genes affect asthma-relevant epithelial and T-cell phenotypes.
  • Mouse studies linked SLC27A3 and SCD to airway inflammation and remodeling.

Note: The FMT summary concerns an unrelated depression trial and was excluded rather than merged.

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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

WeChat: 生物世界 2026-08-12
Public signals N/A
Providers: Hugging Face · N/A OpenAlex · N/A Publisher · N/A Semantic Scholar · N/A X · N/A Fetched 2026-09-12 14:28:12.264316 UTC

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.
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Cell子刊封面:王刚/杨健/周晶晶合作揭示,粪菌移植可改善抑郁症

WeChat: 生物世界 2026-08-12
Public signals N/A
Providers: Hugging Face · N/A OpenAlex · N/A Publisher · N/A Semantic Scholar · N/A X · N/A Fetched 2026-09-12 14:27:26.684069 UTC

TL;DR - A randomized, double-blind trial found that adjunctive fecal microbiota transplantation (FMT) may accelerate escitalopram’s antidepressant effects in major depressive disorder, potentially through gut microbiome, bile acid, and inflammatory pathways.

  • Remission rates at week 8 did not differ significantly between FMT and placebo groups.
  • FMT produced larger reductions in HAMD-17 depression scores at weeks 2 and 8.
  • Donor microbes engrafted long-term, enriching beneficial Lachnospiraceae and Oscillospiraceae bacteria.
  • Increased bile acids and reduced systemic inflammation were associated with symptom improvement, while FMT safety was comparable to placebo.
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