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一种高内涵分析方法可实现对具有特定乙醛脱氢酶1A1抑制活性的小分子进行自动筛选和鉴定。

A High-Content Assay Enables the Automated Screening and Identification of Small Molecules with Specific ALDH1A1-Inhibitory Activity.

作者信息

Yasgar Adam, Titus Steven A, Wang Yuhong, Danchik Carina, Yang Shyh-Ming, Vasiliou Vasilis, Jadhav Ajit, Maloney David J, Simeonov Anton, Martinez Natalia J

机构信息

National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States of America.

Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, United States of America.

出版信息

PLoS One. 2017 Jan 27;12(1):e0170937. doi: 10.1371/journal.pone.0170937. eCollection 2017.

Abstract

Aldehyde dehydrogenase enzymes (ALDHs) have a broad spectrum of biological activities through the oxidation of both endogenous and exogenous aldehydes. Increased expression of ALDH1A1 has been identified in a wide-range of human cancer stem cells and is associated with cancer relapse and poor prognosis, raising the potential of ALDH1A1 as a therapeutic target. To facilitate quantitative high-throughput screening (qHTS) campaigns for the discovery, characterization and structure-activity-relationship (SAR) studies of small molecule ALDH1A1 inhibitors with cellular activity, we show herein the miniaturization to 1536-well format and automation of a high-content cell-based ALDEFLUOR assay. We demonstrate the utility of this assay by generating dose-response curves on a comprehensive set of prior art inhibitors as well as hundreds of ALDH1A1 inhibitors synthesized in house. Finally, we established a screening paradigm using a pair of cell lines with low and high ALDH1A1 expression, respectively, to uncover novel cell-active ALDH1A1-specific inhibitors from a collection of over 1,000 small molecules.

摘要

醛脱氢酶(ALDHs)通过氧化内源性和外源性醛类具有广泛的生物活性。在多种人类癌症干细胞中已发现ALDH1A1表达增加,且与癌症复发和不良预后相关,这提高了将ALDH1A1作为治疗靶点的可能性。为便于开展定量高通量筛选(qHTS)活动,以发现、表征具有细胞活性的小分子ALDH1A1抑制剂并进行构效关系(SAR)研究,我们在此展示了将基于细胞的高内涵ALDEFLUOR检测微型化至1536孔板格式并实现自动化。我们通过对一整套现有技术抑制剂以及数百种内部合成的ALDH1A1抑制剂生成剂量反应曲线,证明了该检测方法的实用性。最后,我们建立了一种筛选模式,使用分别具有低和高ALDH1A1表达的一对细胞系,从1000多种小分子集合中发现新型具有细胞活性的ALDH1A1特异性抑制剂。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5113/5271370/442976eb9065/pone.0170937.g001.jpg

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