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Brinkmeyer-Langford C, Amstalden K, Konganti K, Hillhouse A, Lawley K, Perez-Gomez A, Young CR, Welsh CJ, Threadgill DW. Resilience in Long-Term Viral Infection: Genetic Determinants and Interactions. Int J Mol Sci 2021; 22:ijms222111379. [PMID: 34768809 PMCID: PMC8584141 DOI: 10.3390/ijms222111379] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 10/16/2021] [Accepted: 10/20/2021] [Indexed: 02/06/2023] Open
Abstract
Virus-induced neurological sequelae resulting from infection by Theiler's murine encephalomyelitis virus (TMEV) are used for studying human conditions ranging from epileptic seizures to demyelinating disease. Mouse strains are typically considered susceptible or resistant to TMEV infection based on viral persistence and extreme phenotypes, such as demyelination. We have identified a broader spectrum of phenotypic outcomes by infecting strains of the genetically diverse Collaborative Cross (CC) mouse resource. We evaluated the chronic-infection gene expression profiles of hippocampi and thoracic spinal cords for 19 CC strains in relation to phenotypic severity and TMEV persistence. Strains were clustered based on similar phenotypic profiles and TMEV levels at 90 days post-infection, and we categorized distinct TMEV response profiles. The three most common profiles included "resistant" and "susceptible," as before, as well as a "resilient" TMEV response group which experienced both TMEV persistence and mild neurological phenotypes even at 90 days post-infection. Each profile had a distinct gene expression signature, allowing the identification of pathways and networks specific to each TMEV response group. CC founder haplotypes for genes involved in these pathways/networks revealed candidate response-specific alleles. These alleles demonstrated pleiotropy and epigenetic (miRNA) regulation in long-term TMEV infection, with particular relevance for resilient mouse strains.
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Affiliation(s)
- Candice Brinkmeyer-Langford
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA; (K.A.); (K.L.); (A.P.-G.); (C.R.Y.); (C.J.W.)
- Correspondence:
| | - Katia Amstalden
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA; (K.A.); (K.L.); (A.P.-G.); (C.R.Y.); (C.J.W.)
| | - Kranti Konganti
- Texas A&M Institute for Genome Sciences and Society, Texas A&M University, College Station, TX 77843, USA; (K.K.); (A.H.); (D.W.T.)
| | - Andrew Hillhouse
- Texas A&M Institute for Genome Sciences and Society, Texas A&M University, College Station, TX 77843, USA; (K.K.); (A.H.); (D.W.T.)
| | - Koedi Lawley
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA; (K.A.); (K.L.); (A.P.-G.); (C.R.Y.); (C.J.W.)
| | - Aracely Perez-Gomez
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA; (K.A.); (K.L.); (A.P.-G.); (C.R.Y.); (C.J.W.)
| | - Colin R. Young
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA; (K.A.); (K.L.); (A.P.-G.); (C.R.Y.); (C.J.W.)
| | - C. Jane Welsh
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, USA; (K.A.); (K.L.); (A.P.-G.); (C.R.Y.); (C.J.W.)
- Department of Veterinary Pathobiology, Texas A&M University, College Station, TX 77843, USA
| | - David W. Threadgill
- Texas A&M Institute for Genome Sciences and Society, Texas A&M University, College Station, TX 77843, USA; (K.K.); (A.H.); (D.W.T.)
- Department of Molecular and Cellular Medicine, Texas A&M University, College Station, TX 77843, USA
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Upfold N, Ross C, Tastan Bishop Ö, Knox C. The In Silico Prediction of Hotspot Residues that Contribute to the Structural Stability of Subunit Interfaces of a Picornavirus Capsid. Viruses 2020; 12:v12040387. [PMID: 32244486 PMCID: PMC7232237 DOI: 10.3390/v12040387] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 03/26/2020] [Accepted: 03/28/2020] [Indexed: 11/16/2022] Open
Abstract
The assembly of picornavirus capsids proceeds through the stepwise oligomerization of capsid protein subunits and depends on interactions between critical residues known as hotspots. Few studies have described the identification of hotspot residues at the protein subunit interfaces of the picornavirus capsid, some of which could represent novel drug targets. Using a combination of accessible web servers for hotspot prediction, we performed a comprehensive bioinformatic analysis of the hotspot residues at the intraprotomer, interprotomer and interpentamer interfaces of the Theiler’s murine encephalomyelitis virus (TMEV) capsid. Significantly, many of the predicted hotspot residues were found to be conserved in representative viruses from different genera, suggesting that the molecular determinants of capsid assembly are conserved across the family. The analysis presented here can be applied to any icosahedral structure and provides a platform for in vitro mutagenesis studies to further investigate the significance of these hotspots in critical stages of the virus life cycle with a view to identify potential targets for antiviral drug design.
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Affiliation(s)
- Nicole Upfold
- Department of Biochemistry and Microbiology, Rhodes University, Grahamstown 6140, South Africa;
- Correspondence:
| | - Caroline Ross
- Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown 6140, South Africa; (C.R.); (Ö.T.B.)
| | - Özlem Tastan Bishop
- Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown 6140, South Africa; (C.R.); (Ö.T.B.)
| | - Caroline Knox
- Department of Biochemistry and Microbiology, Rhodes University, Grahamstown 6140, South Africa;
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