Systems Biology-Based Investigation of Cellular Antiviral Drug Targets Identified by Gene-Trap Insertional Mutagenesis

被引:40
作者
Cheng, Feixiong [1 ,2 ,10 ,11 ]
Murray, James L. [3 ,12 ]
Zhao, Junfei [4 ]
Sheng, Jinsong [5 ]
Zhao, Zhongming [2 ,4 ,6 ,7 ]
Rubin, Donald H. [5 ,8 ,9 ]
机构
[1] Sichuan Univ, West China Med Sch, West China Hosp, State Key Lab Biotherapy,Collaborat Innovat Ctr B, Chengdu 610041, Sichuan, Peoples R China
[2] Vanderbilt Univ, Sch Med, Dept Biomed Informat, Nashville, TN 37212 USA
[3] Zirus Inc, Buford, GA USA
[4] Univ Texas Hlth Sci Ctr Houston, Sch Biomed Informat, Ctr Precis Hlth, Houston, TX 77030 USA
[5] Vanderbilt Univ, Sch Med, Dept Med, Div Infect Dis, Nashville, TN 37212 USA
[6] Vanderbilt Univ, Sch Med, Dept Psychiat, Nashville, TN 37212 USA
[7] Vanderbilt Univ, Sch Med, Dept Canc Biol, Nashville, TN 37212 USA
[8] Vanderbilt Univ, Sch Med, Dept Pathol Microbiol & Immunol, Nashville, TN 37212 USA
[9] Vet Tennessee Valley Healthcare Syst, Res Med, Nashville, TN USA
[10] Harvard Med Sch, Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02215 USA
[11] Northeastern Univ, Ctr Complex Networks Res, Boston, MA 02115 USA
[12] GeneTAG Technol Inc, Atlanta, GA USA
基金
中国国家自然科学基金; 美国国家卫生研究院;
关键词
IMMUNODEFICIENCY-VIRUS TYPE-1; MUTATIONAL LANDSCAPE; REOVIRUS INFECTION; ONCOLYTIC REOVIRUS; BINDING PROTEIN; CANCER; EBOLA; REPLICATION; NETWORK; PATHWAY;
D O I
10.1371/journal.pcbi.1005074
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
Viruses require host cellular factors for successful replication. A comprehensive systems-level investigation of the virus-host interactome is critical for understanding the roles of host factors with the end goal of discovering new druggable antiviral targets. Gene-trap insertional mutagenesis is a high-throughput forward genetics approach to randomly disrupt (trap) host genes and discover host genes that are essential for viral replication, but not for host cell survival. In this study, we used libraries of randomly mutagenized cells to discover cellular genes that are essential for the replication of 10 distinct cytotoxic mammalian viruses, 1 gram-negative bacterium, and 5 toxins. We herein reported 712 candidate cellular genes, characterizing distinct topological network and evolutionary signatures, and occupying central hubs in the human interactome. Cell cycle phase-specific network analysis showed that host cell cycle programs played critical roles during viral replication (e.g. MYC and TAF4 regulating G0/1 phase). Moreover, the viral perturbation of host cellular networks reflected disease etiology in that host genes (e.g. CTCF, RHOA, and CDKN1B) identified were frequently essential and significantly associated with Mendelian and orphan diseases, or somatic mutations in cancer. Computational drug repositioning framework via incorporating drug-gene signatures from the Connectivity Map into the virus-host interactome identified 110 putative druggable antiviral targets and prioritized several existing drugs (e.g. ajmaline) that may be potential for antiviral indication (e.g. anti-Ebola). In summary, this work provides a powerful methodology with a tight integration of gene-trap insertional mutagenesis testing and systems biology to identify new antiviral targets and drugs for the development of broadly acting and targeted clinical antiviral therapeutics.
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页数:27
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