Chung Namjin, Marine Shane, Smith Emily A, Liehr Robert, Smith S Todd, Locco Louis, Hudak Edward, Kreamer Anthony, Rush Alison, Roberts Brian, Major Michael B, Moon Randall T, Arthur William, Cleary Michele, Strulovici Berta, Ferrer Marc
Department of Automated Biotechnology, Merck & Co., North Wales, Pennsylvania, USA.
Assay Drug Dev Technol. 2010 Jun;8(3):286-94. doi: 10.1089/adt.2009.0262.
High-throughput siRNA screens are now widely used for identifying novel drug targets and mapping disease pathways. Despite their popularity, there remain challenges related to data variability, primarily due to measurement errors, biological variance, uneven transfection efficiency, the efficacy of siRNA sequences, or off-target effects, and consequent high false discovery rates. Data variability can be reduced if siRNA screens are performed in replicate. Running a large-scale siRNA screen in replicate is difficult, however, because of the technical challenges related to automating complicated steps of siRNA transfection, often with multiplexed assay readouts, and controlling environmental humidity during long incubation periods. Small-molecule screens have greatly benefited in the past decade from assay miniaturization to high-density plates such that 1,536-well nanoplate screenings are now a routine process, allowing fast, efficient, and affordable operations without compromising underlying biology or important assay characteristics. Here, we describe the development of a 1,536-well nanoplate siRNA transfection protocol that utilizes the instruments commonly found in small-molecule high throughput screening laboratories. This protocol was then successfully demonstrated in a triplicate large-scale siRNA screen for the identification of regulators of the Wnt/beta-catenin pathway.
高通量小干扰RNA(siRNA)筛选目前被广泛用于识别新的药物靶点和绘制疾病通路。尽管其很受欢迎,但仍存在与数据变异性相关的挑战,主要是由于测量误差、生物学差异、转染效率不均、siRNA序列的有效性或脱靶效应,以及随之而来的高错误发现率。如果重复进行siRNA筛选,数据变异性可以降低。然而,由于与自动化siRNA转染的复杂步骤相关的技术挑战(通常具有多重检测读数)以及在长时间孵育期间控制环境湿度,重复进行大规模siRNA筛选很困难。在过去十年中,小分子筛选从检测小型化到高密度板中受益匪浅,以至于现在1536孔纳米板筛选已成为常规流程,能够实现快速、高效且经济实惠的操作,同时又不影响潜在生物学特性或重要的检测特征。在此,我们描述了一种1536孔纳米板siRNA转染方案的开发,该方案利用了小分子高通量筛选实验室中常见的仪器。然后,该方案在一项用于识别Wnt/β-连环蛋白通路调节因子的大规模siRNA三重筛选中得到了成功验证。