Assmaa Elsheikh, Camden M Driggers, Ha H. Truong, Zhongying Yang, John Allen, Niel Henriksen, Katarzyna Walczewska-Szewc, Show-Ling Shyng
{"title":"基于人工智能的 KATP 通道药物配体的发现和低温电子显微镜结构阐释","authors":"Assmaa Elsheikh, Camden M Driggers, Ha H. Truong, Zhongying Yang, John Allen, Niel Henriksen, Katarzyna Walczewska-Szewc, Show-Ling Shyng","doi":"10.1101/2024.09.05.611490","DOIUrl":null,"url":null,"abstract":"Pancreatic K<sub>ATP</sub> channel trafficking defects underlie congenital hyperinsulinism (CHI) cases unresponsive to the K<sub>ATP</sub> channel opener diazoxide, the mainstay medical therapy for CHI. Current clinically used K<sub>ATP</sub> channel inhibitors have been shown to act as pharmacochaperones and restore surface expression of trafficking mutants; however, their therapeutic utility for K<sub>ATP</sub> trafficking impaired CHI is hindered by high-affinity binding, which limits functional recovery of rescued channels. Recent structural studies of K<sub>ATP</sub> channels employing cryo-electron microscopy (cryoEM) have revealed a promiscuous pocket where several known K<sub>ATP</sub> pharmacochaperones bind. The structural knowledge provides a framework for discovering K<sub>ATP</sub> 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 K<sub>ATP</sub> channel trafficking mutations. Aekatperone reversibly inhibits K<sub>ATP</sub> 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 K<sub>ATP</sub> bound to Aekatperone revealed distinct binding features compared to known high affinity inhibitor pharmacochaperones. Our findings unveil a K<sub>ATP</sub> pharmacochaperone enabling functional recovery of rescued channels as a promising therapeutic for CHI caused by K<sub>ATP</sub> trafficking defects.","PeriodicalId":501147,"journal":{"name":"bioRxiv - Biochemistry","volume":"60 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"AI-Based Discovery and CryoEM Structural Elucidation of a KATP Channel Pharmacochaperone\",\"authors\":\"Assmaa Elsheikh, Camden M Driggers, Ha H. Truong, Zhongying Yang, John Allen, Niel Henriksen, Katarzyna Walczewska-Szewc, Show-Ling Shyng\",\"doi\":\"10.1101/2024.09.05.611490\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Pancreatic K<sub>ATP</sub> channel trafficking defects underlie congenital hyperinsulinism (CHI) cases unresponsive to the K<sub>ATP</sub> channel opener diazoxide, the mainstay medical therapy for CHI. Current clinically used K<sub>ATP</sub> channel inhibitors have been shown to act as pharmacochaperones and restore surface expression of trafficking mutants; however, their therapeutic utility for K<sub>ATP</sub> trafficking impaired CHI is hindered by high-affinity binding, which limits functional recovery of rescued channels. Recent structural studies of K<sub>ATP</sub> channels employing cryo-electron microscopy (cryoEM) have revealed a promiscuous pocket where several known K<sub>ATP</sub> pharmacochaperones bind. The structural knowledge provides a framework for discovering K<sub>ATP</sub> 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 K<sub>ATP</sub> channel trafficking mutations. Aekatperone reversibly inhibits K<sub>ATP</sub> 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 K<sub>ATP</sub> bound to Aekatperone revealed distinct binding features compared to known high affinity inhibitor pharmacochaperones. Our findings unveil a K<sub>ATP</sub> pharmacochaperone enabling functional recovery of rescued channels as a promising therapeutic for CHI caused by K<sub>ATP</sub> trafficking defects.\",\"PeriodicalId\":501147,\"journal\":{\"name\":\"bioRxiv - Biochemistry\",\"volume\":\"60 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"bioRxiv - Biochemistry\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2024.09.05.611490\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"bioRxiv - Biochemistry","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.09.05.611490","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.