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Colmenares MT, Matos ADO, Dantas PHS, Neto JRDC, Neves BJ, Gardinassi LGA, Silva-Sales M, Sales-Campos H. TREM-1 as a Potential Coreceptor in Norovirus Pathogenesis: Insights from Transcriptomic Analysis and Molecular Docking. ACS OMEGA 2025; 10:4881-4895. [PMID: 39959083 PMCID: PMC11822722 DOI: 10.1021/acsomega.4c10220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 01/14/2025] [Accepted: 01/22/2025] [Indexed: 02/18/2025]
Abstract
Norovirus (NoV) is a major cause of acute diarrheal disease in humans. However, due to complications in cultivating this virus, bioinformatics aids in elucidating the virus-host relationship. One of the molecules that has been associated with the burden of viral diseases is TREM-1, mainly due to its role in amplifying the inflammatory response. Thus, we hypothesized that TREM-1 may be involved in NoV infection. Analysis of public transcriptomic data sets showed an increased expression of Trem1 and Trem3 during murine NoV (MNoV) infection. Then, molecular docking was performed between murine TREM-1 and the P domain of the MNoV VP1 protein. The viral antigenic segment C'-D' was recognized by the murine TREM-1 CDR1 region. Subsequently, based on phylogenetic criteria, NoV VP1 proteins from the GII.4 genotype sequenced in different years (1987, 2010, 2012, 2014, 2016, and 2019) were modeled. Using docking and molecular dynamics simulations, a stable interaction was observed between the human TREM-1 Ig-like domain and the conserved S and P segments of the NoV VP1 protein. Notably, this interaction was conserved over the years and was mainly dictated by the TREM-1 CDR3 region. Also, coexpression between Trem1 with genes involved in apoptosis and pyroptosis pathways was surveyed during viral infection by MNoV. It was found that Trem1 is primarily expressed with genes from the pyroptosis pathway. These simulations strongly suggest the involvement of TREM-1 in NoV pathogenesis and its potential contribution as a coreceptor.
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Affiliation(s)
- Mike Telemaco
Contreras Colmenares
- Laboratório
de Imunologia de Mucosas e Imunoinformática, Instituto de Patologia
Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-170, Brazil
| | - Amanda de Oliveira Matos
- Laboratório
de Imunologia de Mucosas e Imunoinformática, Instituto de Patologia
Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-170, Brazil
| | - Pedro Henrique
dos Santos Dantas
- Laboratório
de Imunologia de Mucosas e Imunoinformática, Instituto de Patologia
Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-170, Brazil
| | - José Rodrigues Do Carmo Neto
- Laboratório
de Imunologia de Mucosas e Imunoinformática, Instituto de Patologia
Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-170, Brazil
| | - Bruno Júnior Neves
- Laboratório
de Quimioinformática, Faculdade de Farmácia, Universidade Federal de Goiás, Goiânia, GO 74605-170, Brazil
| | | | - Marcelle Silva-Sales
- Laboratório
de Imunologia de Mucosas e Imunoinformática, Instituto de Patologia
Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-170, Brazil
- Laboratório
de Quimioinformática, Faculdade de Farmácia, Universidade Federal de Goiás, Goiânia, GO 74605-170, Brazil
| | - Helioswilton Sales-Campos
- Laboratório
de Imunologia de Mucosas e Imunoinformática, Instituto de Patologia
Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-170, Brazil
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Ntallis C, Tzoupis H, Tselios T, Chasapis CT, Vlamis-Gardikas A. Distinct or Overlapping Areas of Mitochondrial Thioredoxin 2 May Be Used for Its Covalent and Strong Non-Covalent Interactions with Protein Ligands. Antioxidants (Basel) 2023; 13:15. [PMID: 38275635 PMCID: PMC10812433 DOI: 10.3390/antiox13010015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/09/2023] [Accepted: 12/16/2023] [Indexed: 01/27/2024] Open
Abstract
In silico approaches were employed to examine the characteristics of interactions between human mitochondrial thioredoxin 2 (HsTrx2) and its 38 previously identified mitochondrial protein ligands. All interactions appeared driven mainly by electrostatic forces. The statistically significant residues of HsTrx2 for interactions were characterized as "contact hot spots". Since these were identical/adjacent to putative thermodynamic hot spots, an energy network approach identified their neighbors to highlight possible contact interfaces. Three distinct areas for binding emerged: (i) one around the active site for covalent interactions, (ii) another antipodal to the active site for strong non-covalent interactions, and (iii) a third area involved in both kinds of interactions. The contact interfaces of HsTrx2 were projected as respective interfaces for Escherichia coli Trx1 (EcoTrx1), 2, and HsTrx1. Comparison of the interfaces and contact hot spots of HsTrx2 to the contact residues of EcoTx1 and HsTrx1 from existing crystal complexes with protein ligands supported the hypothesis, except for a part of the cleft/groove adjacent to Trp30 preceding the active site. The outcomes of this study raise the possibility for the rational design of selective inhibitors for the interactions of HsTrx2 with specific protein ligands without affecting the entirety of the functions of the Trx system.
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Affiliation(s)
- Charalampos Ntallis
- Department of Chemistry, University of Patras, 26504 Rion, Greece; (C.N.); (H.T.); (T.T.)
| | - Haralampos Tzoupis
- Department of Chemistry, University of Patras, 26504 Rion, Greece; (C.N.); (H.T.); (T.T.)
| | - Theodore Tselios
- Department of Chemistry, University of Patras, 26504 Rion, Greece; (C.N.); (H.T.); (T.T.)
| | - Christos T. Chasapis
- Institute of Chemical Biology, National Hellenic Research Foundation, Vas. Constantinou 48, 11635 Athens, Greece;
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