A multiplexed high throughput screening assay using flow cytometry identifies glycolytic molecular probes in bloodstream form Trypanosoma brucei

Daniel H. Call , John Asafo Adjei , Ryan Pilgrim , James W. Jeong , E. Vance Willis , Ronald A. Zegarra , Nicholas L. Tapia , Madalyn Osterhaus , Jacob A. Vance , Charles M. Voyton , James A. Call , Sabrina S. Pizarro , James C. Morris , Kenneth A. Christensen
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Abstract

Kinetoplastid organisms, including Trypanosoma brucei, are a significant health burden in many tropical and semitropical countries. Much of their metabolism is poorly understood. To better study kinetoplastid metabolism, chemical probes that inhibit kinetoplastid enzymes are needed. To discover chemical probes, we have developed a high-throughput flow cytometry screening assay that simultaneously measures multiple glycolysis-relevant metabolites in live T. brucei bloodstream form parasites. We transfected parasites with biosensors that measure glucose, ATP, or glycosomal pH. The glucose and ATP sensors were FRET biosensors, while the pH sensor was a GFP-based biosensor. The pH sensor exhibited a different fluorescent profile from the FRET sensors, allowing us to simultaneously measure pH and either glucose or ATP. Cell viability was measured in tandem with the biosensors using thiazole red. We pooled sensor cell lines, loaded them onto plates containing a compound library, and then analyzed them by flow cytometry. The library was analyzed twice, once with the pooled pH and glucose sensor cell lines and once with the pH and ATP sensor cell lines. Multiplexing sensors provided some internal validation of active compounds and gave potential clues for each compound's target(s). We demonstrated this using the glycolytic inhibitor 2-deoxyglucose and the alternative oxidase inhibitor salicylhydroxamic acid. Individual biosensor-based assays exhibited a Z′-factor value acceptable for high-throughput screening, including when multiplexed. We tested assay performance in a pilot screen of 14,976 compounds from the Life Chemicals Compound Library. We obtained hit rates from 0.2 to 0.4% depending on the biosensor, with many compounds impacting multiple sensors. We rescreened 44 hits, and 28 (64%) showed repeatable activity for one or more sensors. One compound exhibited EC50 values in the low micromolar range against two sensors. We expect this method will enable the discovery of glycolytic chemical probes to improve metabolic studies in kinetoplastid parasites.

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利用流式细胞仪进行多重高通量筛选测定,确定血流形式布氏锥虫中的糖酵解分子探针。
在许多热带和半热带国家,包括布氏锥虫在内的内孢子体生物是一种严重的健康负担。人们对它们的新陈代谢知之甚少。为了更好地研究动粒体的新陈代谢,需要能抑制动粒体酶的化学探针。为了发现化学探针,我们开发了一种高通量流式细胞术筛选测定法,可同时测定活体布鲁氏菌血流形式寄生虫体内的多种糖酵解相关代谢物。我们用测量葡萄糖、ATP 或糖体 pH 值的生物传感器转染寄生虫。葡萄糖和 ATP 传感器是 FRET 生物传感器,而 pH 传感器是基于 GFP 的生物传感器。pH 传感器的荧光曲线与 FRET 传感器不同,因此我们可以同时测量 pH 值和葡萄糖或 ATP。使用噻唑红与生物传感器同时测量细胞活力。我们汇集了传感器细胞系,将它们装入含有化合物库的平板上,然后用流式细胞仪进行分析。我们对化合物库进行了两次分析,一次是利用汇集的 pH 和葡萄糖传感器细胞系,另一次是利用 pH 和 ATP 传感器细胞系。多重传感器提供了一些活性化合物的内部验证,并为每种化合物的靶标提供了潜在线索。我们使用糖酵解抑制剂 2-脱氧葡萄糖和替代氧化酶抑制剂水杨羟肟酸证明了这一点。基于生物传感器的单个化验结果表明,Z'因子值可用于高通量筛选,包括在多重化验时。我们在对来自 Life Chemicals 化合物库的 14,976 种化合物进行的试验性筛选中测试了检测性能。根据生物传感器的不同,我们获得了 0.2% 到 0.4% 的命中率,其中许多化合物对多个传感器都有影响。我们重新筛选了 44 个命中化合物,其中 28 个(64%)对一个或多个传感器显示出可重复的活性。有一种化合物对两种传感器的 EC50 值在低微摩尔范围内。我们希望这种方法能帮助我们发现糖酵解化学探针,从而改进对动力寄生虫的代谢研究。
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来源期刊
CiteScore
7.90
自引率
7.50%
发文量
31
审稿时长
48 days
期刊介绍: The International Journal for Parasitology – Drugs and Drug Resistance is one of a series of specialist, open access journals launched by the International Journal for Parasitology. It publishes the results of original research in the area of anti-parasite drug identification, development and evaluation, and parasite drug resistance. The journal also covers research into natural products as anti-parasitic agents, and bioactive parasite products. Studies can be aimed at unicellular or multicellular parasites of human or veterinary importance.
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