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Monti CE, Mokry RL, Schumacher ML, Dash RK, Terhune SS. Computational modeling of protracted HCMV replication using genome substrates and protein temporal profiles. Proc Natl Acad Sci U S A 2022; 119:e2201787119. [PMID: 35994667 PMCID: PMC9437303 DOI: 10.1073/pnas.2201787119] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 07/07/2022] [Indexed: 11/18/2022] Open
Abstract
Human cytomegalovirus (HCMV) is a major cause of illness in immunocompromised individuals. The HCMV lytic cycle contributes to the clinical manifestations of infection. The lytic cycle occurs over ∼96 h in diverse cell types and consists of viral DNA (vDNA) genome replication and temporally distinct expression of hundreds of viral proteins. Given its complexity, understanding this elaborate system can be facilitated by the introduction of mechanistic computational modeling of temporal relationships. Therefore, we developed a multiplicity of infection (MOI)-dependent mechanistic computational model that simulates vDNA kinetics and late lytic replication based on in-house experimental data. The predictive capabilities were established by comparison to post hoc experimental data. Computational analysis of combinatorial regulatory mechanisms suggests increasing rates of protein degradation in association with increasing vDNA levels. The model framework also allows expansion to account for additional mechanisms regulating the processes. Simulating vDNA kinetics and the late lytic cycle for a wide range of MOIs yielded several unique observations. These include the presence of saturation behavior at high MOIs, inefficient replication at low MOIs, and a precise range of MOIs in which virus is maximized within a cell type, being 0.382 IU to 0.688 IU per fibroblast. The predicted saturation kinetics at high MOIs are likely related to the physical limitations of cellular machinery, while inefficient replication at low MOIs may indicate a minimum input material required to facilitate infection. In summary, we have developed and demonstrated the utility of a data-driven and expandable computational model simulating lytic HCMV infection.
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Affiliation(s)
- Christopher E. Monti
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226
- Center of Systems and Molecular Medicine, Medical College of Wisconsin, Milwaukee, WI 53226
| | - Rebekah L. Mokry
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226
| | - Megan L. Schumacher
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226
| | - Ranjan K. Dash
- Center of Systems and Molecular Medicine, Medical College of Wisconsin, Milwaukee, WI 53226
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI 53226
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI 53226
| | - Scott S. Terhune
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226
- Center of Systems and Molecular Medicine, Medical College of Wisconsin, Milwaukee, WI 53226
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI 53226
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Tsurumi S, Watanabe T, Iwaisako Y, Suzuki Y, Nakano T, Fujimuro M. Kaposi's sarcoma-associated herpesvirus ORF17 plays a key role in capsid maturation. Virology 2021; 558:76-85. [PMID: 33735753 DOI: 10.1016/j.virol.2021.02.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 02/12/2021] [Accepted: 02/19/2021] [Indexed: 01/04/2023]
Abstract
Kaposi's sarcoma-associated herpesvirus is a human rhadinovirus of the gammaherpesvirus sub-family. Although herpesviruses are well-studied models of capsid formation and its processes, those of KSHV remain unknown. KSHV ORF17 encoding the viral protease precursor (ORF17-prePR) is thought to contribute to capsid formation; however, functional information is largely unknown. Here, we evaluated the role of ORF17 during capsid formation by generating ORF17-deficient and ORF17 protease-dead KSHV. Both mutants showed a decrease in viral production but not DNA replication. ORF17 R-mut, with a point-mutation at the restriction or release site (R-site) by which ORF17-prePR can be functionally cleaved into a protease (ORF17-PR) and an assembly region (ORF17-pAP/-AP), failed to play a role in viral production. Furthermore, wild type KSHV produced a mature capsid, whereas ORF17-deficient and protease-dead KSHV produced a B-capsid, (i.e., a closed body possessing a circular inner structure). Therefore, ORF17 and its protease function are essential for appropriate capsid maturation.
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Affiliation(s)
- Sayaka Tsurumi
- Department of Cell Biology, Kyoto Pharmaceutical University, 1 Misasagi-Shichono, Yamashina, Kyoto, 607-8412, Japan
| | - Tadashi Watanabe
- Department of Cell Biology, Kyoto Pharmaceutical University, 1 Misasagi-Shichono, Yamashina, Kyoto, 607-8412, Japan; Department of Virology, Graduate School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
| | - Yuki Iwaisako
- Department of Cell Biology, Kyoto Pharmaceutical University, 1 Misasagi-Shichono, Yamashina, Kyoto, 607-8412, Japan
| | - Youichi Suzuki
- Department of Microbiology and Infection Control, Osaka Medical College, 2-7 Daigaku-machi, Takatsuki, Osaka, 569-8686, Japan
| | - Takashi Nakano
- Department of Microbiology and Infection Control, Osaka Medical College, 2-7 Daigaku-machi, Takatsuki, Osaka, 569-8686, Japan
| | - Masahiro Fujimuro
- Department of Cell Biology, Kyoto Pharmaceutical University, 1 Misasagi-Shichono, Yamashina, Kyoto, 607-8412, Japan.
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Zühlsdorf M, Hinrichs W. Assemblins as maturational proteases in herpesviruses. J Gen Virol 2017; 98:1969-1984. [PMID: 28758622 DOI: 10.1099/jgv.0.000872] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
During assembly of herpesvirus capsids, a protein scaffold self-assembles to ring-like structures forming the scaffold of the spherical procapsids. Proteolytic activity of the herpesvirus maturational protease causes structural changes that result in angularization of the capsids. In those mature icosahedral capsids, the packaging of viral DNA into the capsids can take place. The strictly regulated protease is called assemblin. It is inactive in its monomeric state and activated by dimerization. The structures of the dimeric forms of several assemblins from all herpesvirus subfamilies have been elucidated in the last two decades. They revealed a unique serine-protease fold with a catalytic triad consisting of a serine and two histidines. Inhibitors that disturb dimerization by binding to the dimerization area were found recently. Additionally, the structure of the monomeric form of assemblin from pseudorabies virus and some monomer-like structures of Kaposi's sarcoma-associated herpesvirus assemblin were solved. These findings are the proof-of-principle for the development of new anti-herpesvirus drugs. Therefore, the most important information on this fascinating and unique class of proteases is summarized here.
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Affiliation(s)
- Martin Zühlsdorf
- Institute of Biochemistry, University of Greifswald, Felix-Hausdorff-Straße 4, 17489 Greifswald, Germany
| | - Winfried Hinrichs
- Institute of Biochemistry, University of Greifswald, Felix-Hausdorff-Straße 4, 17489 Greifswald, Germany
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