P. Parrish, James D. Thomas, Shriya Kamlapurkar, R. Bradley, A. Berger
{"title":"Abstract 2139: Enabling cancer drug target discovery through genome-scale identification of synthetic lethal paralog pairs","authors":"P. Parrish, James D. Thomas, Shriya Kamlapurkar, R. Bradley, A. Berger","doi":"10.1158/1538-7445.AM2021-2139","DOIUrl":null,"url":null,"abstract":"Genome-scale CRISPR-Cas9 screens have enabled the identification of essential genes that can serve as cancer drug targets. However, single-gene knockout screens frequently underestimate the essentiality of paralogs, ancestrally duplicated genes that often functionally compensate for one another9s loss; we have observed this directly in single-gene CRISPR screen data from a lung cancer cell line (P To identify paralog pairs essential for cancer cell survival, we developed a multiplexed CRISPR approach that uses paired guide RNAs to knock out human paralogs individually and in pairs. Our library includes 2,060 paralogs (1,030 pairs); the largest human paralog CRISPR library to date. We screened lung adenocarcinoma (PC9) and cervical carcinoma (HeLa) cell lines to identify synthetic lethal paralogs which have minimal growth effects when targeted individually but whose simultaneous loss leads to severely decreased growth. We found that 128 (16%) of the paralog pairs in our study were synthetic lethal and essential in at least one cell line. Gene set enrichment analysis revealed that our top paralogs are overrepresented in pathways related to cell cycle regulation, protein secretion, DNA repair, and PI3K-AKT signaling (FDR q-value We validated our screen results using in vitro competition assays and DepMap CRISPR data analysis. For known synthetic lethal paralogs MAGOH and MAGOHB, competition assay data confirmed significantly reduced growth in the dual gene knockout condition versus single-gene knockouts (P Our studies point to a number of novel synthetic lethal paralogs that could serve as lung cancer drug targets. These paralogs could be targeted alone or in combination with existing therapies to suppress lung cancer growth and prevent acquired drug resistance. Paralog synthetic lethal therapies could make a major impact on clinical care by improving patient outcomes. Citation Format: Phoebe C. Parrish, James D. Thomas, Shriya Kamlapurkar, Robert K. Bradley, Alice H. Berger. Enabling cancer drug target discovery through genome-scale identification of synthetic lethal paralog pairs [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2139.","PeriodicalId":18754,"journal":{"name":"Molecular and Cellular Biology / Genetics","volume":"82 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular and Cellular Biology / Genetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1158/1538-7445.AM2021-2139","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Genome-scale CRISPR-Cas9 screens have enabled the identification of essential genes that can serve as cancer drug targets. However, single-gene knockout screens frequently underestimate the essentiality of paralogs, ancestrally duplicated genes that often functionally compensate for one another9s loss; we have observed this directly in single-gene CRISPR screen data from a lung cancer cell line (P To identify paralog pairs essential for cancer cell survival, we developed a multiplexed CRISPR approach that uses paired guide RNAs to knock out human paralogs individually and in pairs. Our library includes 2,060 paralogs (1,030 pairs); the largest human paralog CRISPR library to date. We screened lung adenocarcinoma (PC9) and cervical carcinoma (HeLa) cell lines to identify synthetic lethal paralogs which have minimal growth effects when targeted individually but whose simultaneous loss leads to severely decreased growth. We found that 128 (16%) of the paralog pairs in our study were synthetic lethal and essential in at least one cell line. Gene set enrichment analysis revealed that our top paralogs are overrepresented in pathways related to cell cycle regulation, protein secretion, DNA repair, and PI3K-AKT signaling (FDR q-value We validated our screen results using in vitro competition assays and DepMap CRISPR data analysis. For known synthetic lethal paralogs MAGOH and MAGOHB, competition assay data confirmed significantly reduced growth in the dual gene knockout condition versus single-gene knockouts (P Our studies point to a number of novel synthetic lethal paralogs that could serve as lung cancer drug targets. These paralogs could be targeted alone or in combination with existing therapies to suppress lung cancer growth and prevent acquired drug resistance. Paralog synthetic lethal therapies could make a major impact on clinical care by improving patient outcomes. Citation Format: Phoebe C. Parrish, James D. Thomas, Shriya Kamlapurkar, Robert K. Bradley, Alice H. Berger. Enabling cancer drug target discovery through genome-scale identification of synthetic lethal paralog pairs [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2139.
基因组规模的CRISPR-Cas9筛选已经能够识别出可以作为癌症药物靶点的必要基因。然而,单基因敲除筛选经常低估了同源基因的重要性,即祖先复制的基因经常在功能上弥补彼此的损失;我们已经在肺癌细胞系的单基因CRISPR筛选数据中直接观察到这一点(P)。为了鉴定对癌细胞存活至关重要的平行对,我们开发了一种多路CRISPR方法,该方法使用成对的引导rna来单独或成对地敲除人类的平行对。我们的库包括2,060个类似物(1,030对);迄今为止最大的人类平行CRISPR库。我们筛选肺腺癌(PC9)和宫颈癌(HeLa)细胞系,以确定合成致死性同源物,这些同源物在单独靶向时具有最小的生长效应,但同时丢失会导致生长严重下降。我们发现,在我们的研究中,128对(16%)平行蛋白对至少一种细胞系具有合成致死性和必需性。基因集富集分析显示,我们的顶级相似基因在细胞周期调节、蛋白质分泌、DNA修复和PI3K-AKT信号通路(FDR q值)相关的途径中被过度代表。我们使用体外竞争分析和DepMap CRISPR数据分析验证了我们的筛选结果。对于已知的合成致死性类似物MAGOH和MAGOHB,竞争分析数据证实,与单基因敲除相比,双基因敲除条件下的生长显著降低(P)。我们的研究指出,一些新的合成致死性类似物可能作为肺癌药物靶点。这些类似物可以单独靶向或与现有疗法联合抑制肺癌生长和预防获得性耐药。平行合成致死疗法可以通过改善患者预后对临床护理产生重大影响。引用格式:Phoebe C. Parrish, James D. Thomas, Shriya Kamlapurkar, Robert K. Bradley, Alice H. Berger。通过基因组尺度合成致死平行对的鉴定实现癌症药物靶点发现[摘要]。见:美国癌症研究协会2021年年会论文集;2021年4月10日至15日和5月17日至21日。费城(PA): AACR;癌症杂志,2021;81(13 -增刊):2139。