基于人工智能的KATP通道药物伴侣的发现和低温电镜结构解析。

IF 6.4 1区 生物学 Q1 BIOLOGY
eLife Pub Date : 2025-03-26 DOI:10.7554/eLife.103159
Assmaa Elsheikh, Camden M Driggers, Ha H Truong, Zhongying Yang, John Allen, Niel M Henriksen, Katarzyna Walczewska-Szewc, Show-Ling Shyng
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引用次数: 0

摘要

胰腺KATP通道运输缺陷是先天性高胰岛素症(CHI)病例对KATP通道开启剂二氮氧化合物无反应的基础,而二氮氧化合物是CHI的主要药物治疗方法。目前临床使用的KATP通道抑制剂已被证明可作为药物伴侣并恢复转运突变体的表面表达;然而,它们对KATP运输受损的CHI的治疗效用受到高亲和力结合的阻碍,这限制了获救通道的功能恢复。最近利用冷冻电子显微镜(cryoEM)对KATP通道的结构进行了研究,发现了一个混杂的口袋,其中几种已知的KATP药物伴侣结合。结构知识为发现KATP通道药物伴侣提供了一个框架,这些药物伴侣具有所需的可逆抑制作用,从而允许获救通道的功能恢复。使用基于人工智能的虚拟筛选技术AtomNet,然后进行功能验证,我们发现了一种名为Aekatperone的新化合物,它对KATP通道运输突变具有伴随效应。Aekatperone可逆性抑制KATP通道活性,半最大抑制浓度(IC50) ~9 μM。被Aekatperone拯救到细胞表面的突变通道在化合物冲洗后显示出功能恢复。与已知的高亲和力抑制剂药物伴侣相比,KATP与Aekatperone结合的低温电镜结构显示出明显的结合特征。我们的研究结果揭示了一种KATP药物伴侣,可以使获救通道的功能恢复,作为一种有希望的治疗由KATP运输缺陷引起的CHI的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AI-based discovery and cryoEM structural elucidation of a KATP channel pharmacochaperone.

Pancreatic KATP channel trafficking defects underlie congenital hyperinsulinism (CHI) cases unresponsive to the KATP channel opener diazoxide, the mainstay medical therapy for CHI. Current clinically used KATP channel inhibitors have been shown to act as pharmacochaperones and restore surface expression of trafficking mutants; however, their therapeutic utility for KATP trafficking-impaired CHI is hindered by high affinity binding, which limits functional recovery of rescued channels. Recent structural studies of KATP channels employing cryo-electron microscopy (cryoEM) have revealed a promiscuous pocket where several known KATP pharmacochaperones bind. The structural knowledge provides a framework for discovering KATP channel pharmacochaperones with desired reversible inhibitory effects to permit functional recovery of rescued channels. Using an AI-based virtual screening technology AtomNet followed by functional validation, we identified a novel compound, termed Aekatperone, which exhibits chaperoning effects on KATP channel trafficking mutations. Aekatperone reversibly inhibits KATP channel activity with a half-maximal inhibitory concentration (IC50) ~9 μM. Mutant channels rescued to the cell surface by Aekatperone showed functional recovery upon washout of the compound. CryoEM structure of KATP bound to Aekatperone revealed distinct binding features compared to known high affinity inhibitor pharmacochaperones. Our findings unveil a KATP pharmacochaperone enabling functional recovery of rescued channels as a promising therapeutic for CHI caused by KATP trafficking defects.

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来源期刊
eLife
eLife BIOLOGY-
CiteScore
12.90
自引率
3.90%
发文量
3122
审稿时长
17 weeks
期刊介绍: eLife is a distinguished, not-for-profit, peer-reviewed open access scientific journal that specializes in the fields of biomedical and life sciences. eLife is known for its selective publication process, which includes a variety of article types such as: Research Articles: Detailed reports of original research findings. Short Reports: Concise presentations of significant findings that do not warrant a full-length research article. Tools and Resources: Descriptions of new tools, technologies, or resources that facilitate scientific research. Research Advances: Brief reports on significant scientific advancements that have immediate implications for the field. Scientific Correspondence: Short communications that comment on or provide additional information related to published articles. Review Articles: Comprehensive overviews of a specific topic or field within the life sciences.
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