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利用人工智能开发的肠道限制性脯氨酰羟化酶抑制剂进行肠黏膜屏障修复和免疫调节。

Intestinal mucosal barrier repair and immune regulation with an AI-developed gut-restricted PHD inhibitor.

作者信息

Fu Yanyun, Ding Xiao, Zhang Man, Feng Chunlei, Yan Ziqi, Wang Feng, Xu Jianyu, Lin Xiaoxia, Ding Xiaoyu, Wang Ling, Fan Yaya, Li Taotao, Yin Yushu, Liang Xing, Xu Chenxi, Chen Shan, Pulous Fadi E, Gennert David, Pun Frank W, Kamya Petrina, Ren Feng, Aliper Alex, Zhavoronkov Alex

机构信息

Insilico Medicine US, Inc., Boston, MA, USA.

Insilico Medicine Shanghai, Ltd., Shanghai, China.

出版信息

Nat Biotechnol. 2024 Dec 11. doi: 10.1038/s41587-024-02503-w.

Abstract

Hypoxia-inducible factor prolyl hydroxylase (PHD) inhibitors have been approved for treating renal anemia yet have failed clinical testing for inflammatory bowel disease because of a lack of efficacy. Here we used a multimodel multimodal generative artificial intelligence platform to design an orally gut-restricted selective PHD1 and PHD2 inhibitor that exhibits favorable safety and pharmacokinetic profiles in preclinical studies. ISM012-042 restores intestinal barrier function and alleviates gut inflammation in multiple experimental colitis models.

摘要

缺氧诱导因子脯氨酰羟化酶(PHD)抑制剂已被批准用于治疗肾性贫血,但由于缺乏疗效,在炎症性肠病的临床试验中失败。在此,我们使用了一个多模型多模态生成式人工智能平台,设计了一种口服肠道限制性选择性PHD1和PHD2抑制剂,该抑制剂在临床前研究中表现出良好的安全性和药代动力学特征。ISM012-042可恢复多种实验性结肠炎模型中的肠道屏障功能并减轻肠道炎症。

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