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设计、优化和实施高通量 siRNA 基因组筛选,以用于发现生存基因和新型药物靶点的脑胶质瘤细胞。

Designing, optimizing, and implementing high-throughput siRNA genomic screening with glioma cells for the discovery of survival genes and novel drug targets.

机构信息

Doris Duke Clinical Research Fellowship, University of Pittsburgh, Pittsburgh, PA 15260, USA.

出版信息

J Neurosci Methods. 2010 Jan 15;185(2):204-12. doi: 10.1016/j.jneumeth.2009.09.023. Epub 2009 Sep 25.

DOI:10.1016/j.jneumeth.2009.09.023
PMID:19782703
Abstract

A major challenge for the treatment of cancers, such as glioblastoma multiforme (GBM), has been resistance to radiation and cancer chemotherapeutics. Short interfering RNA (siRNA) based screening may facilitate the identification of genes and pathways essential for cancer cell survival and could enable a more targeted therapeutic approach for the treatment of GBM. Although the commercial availability of siRNA libraries has expanded greatly, detailed methods for the implementation and analysis of genome-scale screens are largely lacking. To annotate the essential genes and pathways for glioma cell survival, we designed, optimized, and implemented a high-throughput siRNA screen in the highly drug and radiation resistant T98G glioma cell line. We developed a rapid, readily available, and simple strategy to optimize siRNA transfection assays in a 384-well plate format based on immunofluorescence studies and inhibition of the non-essential, endogenous gene lamin A/C. We used these transfection conditions to successfully screen a library of 1056 siRNAs targeting 352 unique human genes in a cell-based one gene per well format to identify the genes essential for glioma cell survival and assess the quality of the screening conditions prior to large-scale screening. After developing and applying a median-based outlier detection algorithm for post-screen analysis, we identified the Ras oncogene family member RAN as an essential gene for glioma cell survival. Successful implementation and analysis of this siRNA screen validates our transfection optimization approach and provides guidance for the rapid development of high-throughput siRNA screens in human glioma cells.

摘要

癌症治疗的一个主要挑战,如多形性胶质母细胞瘤(GBM),一直是对放射治疗和癌症化疗药物的耐药性。基于短干扰 RNA(siRNA)的筛选可能有助于鉴定对癌细胞存活至关重要的基因和途径,并为治疗 GBM 提供更有针对性的治疗方法。尽管商业上可获得的 siRNA 文库大大扩展了,但用于实施和分析全基因组规模筛选的详细方法在很大程度上仍然缺乏。为了注释神经胶质瘤细胞存活所必需的基因和途径,我们设计、优化并实施了在高度耐药的 T98G 神经胶质瘤细胞系中的高通量 siRNA 筛选。我们开发了一种快速、易于获得且简单的策略,基于免疫荧光研究和抑制非必需的内源性基因 lamin A/C,优化了 384 孔板格式中的 siRNA 转染测定。我们使用这些转染条件,成功地在基于细胞的每个孔一个基因的格式中筛选了针对 352 个独特人类基因的 1056 个 siRNA 文库,以鉴定对神经胶质瘤细胞存活必不可少的基因,并在大规模筛选之前评估筛选条件的质量。在开发和应用中位数为基础的离群值检测算法进行筛选后分析后,我们确定 Ras 癌基因家族成员 RAN 是神经胶质瘤细胞存活所必需的基因。该 siRNA 筛选的成功实施和分析验证了我们的转染优化方法,并为在人类神经胶质瘤细胞中快速开发高通量 siRNA 筛选提供了指导。

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