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Machine learning-driven discovery of celastrol as an anti-inflammatory therapy suppressing NETs in severe influenza

Rapid Communications

Machine learning-driven discovery of celastrol as an anti-inflammatory therapy suppressing NETs in severe influenza

Gui Rui
Xue Lei
Li Lele
Xiao Jianmei
Peng Li
Ni Meng
Peng Wanling
Wang Haoliang
Liu Zhili
Deng Guohong
Genes & Diseases第13卷, 第4期纸质出版 2026-07-01在线发表 2025-12-09
2500

Glucocorticoids treat severe influenza but raise the risk of secondary infections, highlighting the need for new anti-inflammatory drugs. The inefficiency and cost of traditional drug discovery drive machine learning-guided discovery of targeted immunomodulators.1,2 We applied this strategy to screen candidate agents to improve survival in severe influenza.

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