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系统评价和荟萃分析全基因组 CRISPR 筛选以鉴定参与甲型流感病毒感染的宿主因素。

Systematic review and meta-analysis of genome-wide pooled CRISPR screens to identify host factors involved in influenza A virus infection.

机构信息

VIB Center for Medical Biotechnology, VIB, Ghent, Belgium.

Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium.

出版信息

J Virol. 2024 May 14;98(5):e0185723. doi: 10.1128/jvi.01857-23. Epub 2024 Apr 3.

Abstract

UNLABELLED

The host-virus interactome is increasingly recognized as an important research field to discover new therapeutic targets to treat influenza. Multiple pooled genome-wide CRISPR-Cas screens have been reported to identify new pro- and antiviral host factors of the influenza A virus. However, at present, a comprehensive summary of the results is lacking. We performed a systematic review of all reported CRISPR studies in this field in combination with a meta-analysis using the algorithm of meta-analysis by information content (MAIC). Two ranked gene lists were generated based on evidence in 15 proviral and 4 antiviral screens. Enriched pathways in the proviral MAIC results were compared to those of a prior array-based RNA interference (RNAi) meta-analysis. The top 50 proviral MAIC list contained genes whose role requires further elucidation, such as the endosomal ion channel and the kinase . Moreover, MAIC indicated that , a component of the transcription export complex, has antiviral properties, whereas former knockdown experiments attributed a proviral role to this host factor. CRISPR-Cas-pooled screens displayed a bias toward early-replication events, whereas the prior RNAi meta-analysis covered early and late-stage events. RNAi screens led to the identification of a larger fraction of essential genes than CRISPR screens. In summary, the MAIC algorithm points toward the importance of several less well-known pathways in host-influenza virus interactions that merit further investigation. The results from this meta-analysis of CRISPR screens in influenza A virus infection may help guide future research efforts to develop host-directed anti-influenza drugs.

IMPORTANCE

Viruses rely on host factors for their replication, whereas the host cell has evolved virus restriction factors. These factors represent potential targets for host-oriented antiviral therapies. Multiple pooled genome-wide CRISPR-Cas screens have been reported to identify pro- and antiviral host factors in the context of influenza virus infection. We performed a comprehensive analysis of the outcome of these screens based on the publicly available gene lists, using the recently developed algorithm meta-analysis by information content (MAIC). MAIC allows the systematic integration of ranked and unranked gene lists into a final ranked gene list. This approach highlighted poorly characterized host factors and pathways with evidence from multiple screens, such as the vesicle docking and lipid metabolism pathways, which merit further exploration.

摘要

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宿主-病毒互作组被认为是一个重要的研究领域,可用于发现治疗流感的新治疗靶点。已经有多项针对流感病毒的全基因组 CRISPR-Cas 筛选的研究报告,以鉴定新的促病毒和抗病毒宿主因子。然而,目前缺乏对这些结果的综合总结。我们对该领域所有已报告的 CRISPR 研究进行了系统综述,并结合基于信息内容(MAIC)算法的荟萃分析进行了荟萃分析。根据 15 个正向和 4 个负向筛选的证据,生成了两个基于排名的基因列表。正向 MAIC 结果中的富集途径与先前基于阵列的 RNA 干扰(RNAi)荟萃分析中的途径进行了比较。排名前 50 的正向 MAIC 列表包含了需要进一步阐明作用的基因,例如内体离子通道 和激酶 。此外,MAIC 表明,转录出口复合物的一个组成部分具有抗病毒特性,而之前的敲低实验则将该宿主因子归因于促病毒作用。CRISPR-Cas 池筛选偏向于早期复制事件,而之前的 RNAi 荟萃分析则涵盖了早期和晚期事件。RNAi 筛选导致鉴定出的必需基因比例大于 CRISPR 筛选。总之,MAIC 算法表明,宿主-流感病毒相互作用中的几个不太知名的途径非常重要,值得进一步研究。这项对流感 A 病毒感染中 CRISPR 筛选的荟萃分析结果可能有助于指导开发针对宿主的抗流感药物的未来研究工作。

重要性

病毒依赖宿主因子进行复制,而宿主细胞已经进化出了病毒限制因子。这些因子代表了宿主定向抗病毒治疗的潜在靶点。已经有多项针对流感病毒感染的全基因组 CRISPR-Cas 筛选报告,以鉴定促病毒和抗病毒的宿主因子。我们根据公开的基因列表,使用最近开发的基于信息内容(MAIC)的算法对这些筛选的结果进行了全面分析。MAIC 允许将排名和非排名基因列表系统地整合到一个最终的排名基因列表中。这种方法突出了具有多个筛选证据的特征描述较差的宿主因子和途径,例如囊泡 docking 和脂质代谢途径,这些途径值得进一步探索。

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