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应用荧光寿命技术降低假阳性率:以 TYK2 激酶为模型系统的对比研究。

Reducing False Positives through the Application of Fluorescence Lifetime Technology: A Comparative Study Using TYK2 Kinase as a Model System.

机构信息

Medicine Design, Medicinal Science and Technology, GlaxoSmithKline, Stevenage, Hertfordshire, UK.

Protein, Cellular and Structural Sciences, Medicinal Science and Technology, GlaxoSmithKline, Stevenage, Hertfordshire, UK.

出版信息

SLAS Discov. 2021 Jun;26(5):663-675. doi: 10.1177/24725552211002472. Epub 2021 Mar 30.

Abstract

The predominant assay detection methodologies used for enzyme inhibitor identification during early-stage drug discovery are fluorescence-based. Each fluorophore has a characteristic fluorescence decay, known as the fluorescence lifetime, that occurs throughout a nanosecond-to-millisecond timescale. The measurement of fluorescence lifetime as a reporter for biological activity is less common than fluorescence intensity, even though the latter has numerous issues that can lead to false-positive readouts. The confirmation of hit compounds as true inhibitors requires additional assays, cost, and time to progress from hit identification to lead drug-candidate optimization. To explore whether the use of fluorescence lifetime technology (FLT) can offer comparable benefits to label-free-based approaches such as RapidFire mass spectroscopy (RF-MS) and a superior readout compared to time-resolved fluorescence resonance energy transfer (TR-FRET), three equivalent assays were developed against the clinically validated tyrosine kinase 2 (TYK2) and screened against annotated compound sets. FLT provided a marked decrease in the number of false-positive hits when compared to TR-FRET. Further cellular screening confirmed that a number of potential inhibitors directly interacted with TYK2 and inhibited the downstream phosphorylation of the signal transducer and activator of transcription 4 protein (STAT4).

摘要

在药物发现的早期阶段,用于鉴定酶抑制剂的主要分析检测方法是基于荧光的。每个荧光团都有一个特征荧光衰减,称为荧光寿命,它发生在纳秒到毫秒的时间尺度内。尽管荧光强度存在许多可能导致假阳性读数的问题,但将荧光寿命作为生物活性的报告物进行测量并不像荧光强度那么常见。要确认命中化合物是否为真正的抑制剂,需要进行其他测定,需要花费成本和时间,才能从命中鉴定推进到先导药物候选物优化。为了探讨荧光寿命技术 (FLT) 是否可以提供与基于无标记的方法(如 RapidFire 质谱法 (RF-MS))相当的优势,以及与时间分辨荧光共振能量转移 (TR-FRET) 相比是否具有更优越的读数,我们针对临床验证的酪氨酸激酶 2 (TYK2) 开发了三个等效的测定法,并对已注释的化合物集进行了筛选。与 TR-FRET 相比,FLT 明显减少了假阳性命中的数量。进一步的细胞筛选证实,一些潜在的抑制剂直接与 TYK2 相互作用并抑制信号转导和转录激活因子 4 蛋白 (STAT4) 的下游磷酸化。

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