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Search Results (994)

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36 pages, 1971 KB  
Review
Machine Learning and Deep Learning Frameworks for Human–Virus Protein–Protein Interaction Prediction: Emerging Architectures, Methods, Benchmarks, and Challenges
by Subhadeep Basu, Dipanwita Adhikary, Kuntal Ghosh, Swarup Chattopadhyay, Shramana Deb, Ritwick Mondal, Jayanta Roy, Anjan Chowdhury and Julián Benito-León
Int. J. Mol. Sci. 2026, 27(13), 6034; https://doi.org/10.3390/ijms27136034 - 5 Jul 2026
Abstract
The outbreak of coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has emerged as one of the most significant global health crises in recent history. Coronaviruses are a diverse group of RNA viruses classified into alpha, beta, gamma, [...] Read more.
The outbreak of coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has emerged as one of the most significant global health crises in recent history. Coronaviruses are a diverse group of RNA viruses classified into alpha, beta, gamma, and delta genera, with SARS-CoV-2 belonging to the beta-coronavirus family. The virus exhibits high transmissibility and causes a wide spectrum of clinical manifestations ranging from mild respiratory symptoms to severe complications such as acute respiratory distress syndrome, multi-organ failure, and death, particularly among elderly and immunocompromised individuals. Structurally, SARS-CoV-2 possesses a large single-stranded RNA genome encoding major structural proteins, including spike (S), envelope (E), membrane (M), and nucleocapsid (N) proteins, which play critical roles in host-cell recognition and viral infection. Understanding the molecular mechanisms of virus–host interactions, especially protein–protein interactions (PPIs), is essential for uncovering viral pathogenesis and identifying potential therapeutic targets. Traditional experimental techniques for PPI detection, such as yeast two-hybrid and affinity purification methods, are often expensive, labor-intensive, and prone to inaccuracies. Consequently, computational approaches based on machine learning (ML) and deep learning (DL) have gained significant attention for efficient and scalable PPI prediction. These methods use diverse biological information, including protein sequences, structural features, genomic data, Gene Ontology annotations, and interaction networks, to model complex biological relationships. This survey reviews computational approaches to PPI prediction, highlighting ML- and DL-based techniques, methodological advances, performance evaluation practices, and limitations that affect benchmark comparability. It also discusses biological databases and data sources commonly used in PPI studies and explicitly considers how models trained in coronavirus-centered settings may generalize to other viral families with different mechanisms of host interaction. Full article
15 pages, 10617 KB  
Article
Discovery of Novel SARS-CoV-2 Fusion Inhibitors—Posaconazole-Polyarginine Conjugates
by Yihui Jin, Lili Qu, Xin Gao, Xiao Qi, Dongmin Zhao, Lu Ga, Yan Zhao, Guodong Liang, Yunfeng Xiao and Yuheng Ma
Viruses 2026, 18(7), 737; https://doi.org/10.3390/v18070737 - 2 Jul 2026
Viewed by 212
Abstract
Objectives: The ongoing evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and the current treatment limitations—particularly the emergence of drug resistance and the reduced efficacy of some existing drugs against new variants—highlight the need for novel antiviral strategies with novel action mechanisms. [...] Read more.
Objectives: The ongoing evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and the current treatment limitations—particularly the emergence of drug resistance and the reduced efficacy of some existing drugs against new variants—highlight the need for novel antiviral strategies with novel action mechanisms. Fusion inhibitors that disrupt six-helix bundle (6-HB) formation during viral entry represent a promising approach. Posaconazole, an antifungal agent, has been identified as a weak fusion inhibitor, but suffers from poor membrane permeability and modest activity. This study aimed to enhance its antiviral potency by conjugating it with cell-penetrating polyarginine peptides and to investigate the mechanism of action. Methods: A series of posaconazole-polyarginine conjugates were synthesized via click chemistry. Antiviral activity was evaluated using pseudotyped SARS-CoV-2 Omicron XDV in HEK293T cells. Mechanisms were investigated by circular dichroism, native PAGE, size-exclusion HPLC, molecular docking, and isothermal titration calorimetry. Metabolic stability was assessed using hepatic microsomes. Results: Posa-R8 exhibited potent antiviral activity comparable to the clinical candidate EK1, with minimal cytotoxicity. Mechanistic studies confirmed that Posa-R8 binds the HR2 region of the spike protein, disrupts 6-HB formation, and inhibits membrane fusion. It also showed strong lipid bilayer affinity and improved phase I metabolic stability over EK1. Conclusions: Polyarginine conjugation enhances the membrane-binding affinity and antiviral efficacy of posaconazole. Posa-R8 represents a promising lead for developing next-generation SARS-CoV-2 fusion inhibitors. Full article
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16 pages, 6409 KB  
Article
Genetic Diversity and Molecular Evolution of Porcine Epidemic Diarrhea Virus in Chongqing, China (2022–2024)
by Qianlin Chen, Shaomei Li, Wenjie Ma, Yassein M. Ibrahim, Jie Luo, Yuandi Yu, Lizhi Fu and Qingyong Guo
Animals 2026, 16(13), 2033; https://doi.org/10.3390/ani16132033 - 2 Jul 2026
Viewed by 148
Abstract
Porcine epidemic diarrhea virus (PEDV) continues to undergo genetic evolution and remains a major etiological agent of enteric disease in swine, causing significant economic losses worldwide. This study investigated the molecular epidemiology and genetic characteristics of PEDV circulating in Chongqing, China, between 2022 [...] Read more.
Porcine epidemic diarrhea virus (PEDV) continues to undergo genetic evolution and remains a major etiological agent of enteric disease in swine, causing significant economic losses worldwide. This study investigated the molecular epidemiology and genetic characteristics of PEDV circulating in Chongqing, China, between 2022 and 2024. A total of 296 diarrheic piglet samples collected from nine regions were screened using RT-qPCR, of which 48.31% (143/296) tested positive for PEDV. A subset of positive samples was subjected to S gene amplification and sequencing, yielding 15 complete sequences. Phylogenetic analysis revealed that all sequenced strains clustered within the G2c lineage and showed high nucleotide similarity (93.37–94.09%) to the classical CV777 strain. Recombination analysis indicated potential recombination events among field strains involving S-INDEL and G2b-like parental lineages, although these findings are based on a limited number of sequences. Sequence analysis identified multiple amino acid substitutions within the COE antigenic region, while other neutralizing epitopes (SS2, SS6, and 2C10) remained largely conserved. In addition, variation in predicted N-glycosylation sites was observed among some strains. Structural modelling suggested that these changes may influence spike protein conformation and antigenic properties; however, these interpretations are based on in silico analysis and require experimental validation. Overall, the findings indicate ongoing genetic evolution of PEDV in Chongqing and suggest circulation of G2c-associated variants in diarrheic piglets. However, given the limited and non-random nature of sequencing, these results may not fully represent the broader viral population. Continued large-scale molecular surveillance and functional studies are needed to better understand PEDV evolution and to support the development of improved control strategies and vaccines. Full article
(This article belongs to the Section Pigs)
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12 pages, 11251 KB  
Article
Rationally Modified SARS-CoV-2 Spike Protein Impairs ACE2 Binding While Preserving Immunogenicity in Mice
by Elia Tamagnini, Luca Simonelli, Martin Palus, Tanja Rezzonico Jost, Edoardo Lazzarini, Davide Mangani, Václav Hönig, Markéta Dvořáková, Dominik Arbon, Federica Gambini, Sara Lestani, Fabio Grassi, Lucio Barile, Mattia Pedotti, Radislav Sedlacek and Luca Varani
Vaccines 2026, 14(7), 568; https://doi.org/10.3390/vaccines14070568 - 27 Jun 2026
Viewed by 334
Abstract
Background: While vaccines are designed to elicit targeted immune responses, in some cases, the immunogenic molecules employed can inherently interact with broader host cellular pathways as a secondary consequence. This phenomenon can be exemplified by COVID-19 vaccines. COVID-19 vaccines, including mRNA platforms, use [...] Read more.
Background: While vaccines are designed to elicit targeted immune responses, in some cases, the immunogenic molecules employed can inherently interact with broader host cellular pathways as a secondary consequence. This phenomenon can be exemplified by COVID-19 vaccines. COVID-19 vaccines, including mRNA platforms, use the SARS-CoV-2 spike protein as an immunogen to induce the production of neutralizing antibodies. The spike protein binds the ACE2 (angiotensin-converting enzyme 2) receptor on human cells, mediating viral entry and infection. ACE2 is widely expressed across multiple tissues and is a key component of the renin–angiotensin–aldosterone system (RAAS) that acts as a homeostatic regulator of systemic and local blood flow, blood pressure, cardiac function, fluid balance and immunity. Some studies have proposed the interaction between the spike protein and ACE2 as a possible contributing factor to rare adverse effects observed following COVID-19 vaccination, including myocarditis, pericarditis, thrombosis, and reported alterations in blood pressure, though these mechanisms remain to be fully elucidated. Objectives: As a proof-of-concept approach in vaccine antigen development, we engineered SARS-CoV-2 spike mutants with impaired binding to the host receptor ACE2. Methods: By rational design, we produced and validated in vitro and in vivo spike point mutants that do not effectively bind ACE2. Results: The engineered spike mutants do not effectively bind the human entry receptor ACE2 while retaining the immunogenic properties equal to or better than the wild type spike and thus generate a protective response in animals when used as a vaccination agent. Conclusions: By establishing a straightforward molecular strategy for rational vaccine design, this work demonstrates the feasibility of limiting specific antigen–host receptor interactions while maintaining immunogenicity. This approach may be applicable to future vaccination strategies where antigen interaction with host cells could potentially interfere with physiological pathways. Full article
(This article belongs to the Section COVID-19 Vaccines and Vaccination)
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63 pages, 6539 KB  
Article
HLA Binding Peptide-Based Designing of Non-Spike Universal Nanovaccine Against SARS-COV-2: A Computational Approach
by Puja Jaishwal and Satarudra Prakash Singh
Biophysica 2026, 6(4), 55; https://doi.org/10.3390/biophysica6040055 - 25 Jun 2026
Viewed by 178
Abstract
The continuous evolution of the SARS-CoV-2 virus, marked by the emergence of new variants, poses a significant threat to the efficacy of existing vaccines. However, a promising approach to addressing vaccine failure caused by viral mutations (particularly in the spike protein) is the [...] Read more.
The continuous evolution of the SARS-CoV-2 virus, marked by the emergence of new variants, poses a significant threat to the efficacy of existing vaccines. However, a promising approach to addressing vaccine failure caused by viral mutations (particularly in the spike protein) is the development of a variant-proof (conserved), non-spike, multiepitope universal nanostructure vaccine with multifunctionality, biocompatibility, self-adjuvanticity, and structural similarity to pathogens in terms of size and shape. This study aimed to design a self-assembled nanostructure vaccine (SANV) featuring pentameric and trimeric coiled-coil peptide motifs, as well as other functional motifs, including epitopes, TAT, PADRE, and adjuvant. The cytotoxic T lymphocyte (CTL), helper T lymphocyte (HTL), and B lymphocyte (BL) epitopes of SANV were screened from the IEDB with more than 50% individual predicted population coverage (PPC) and fused using linkers to enable self-assembly. The multimerization of the 24 SANV monomers was modeled using the GalaxyHomomer and AlphaFold web servers. Subsequently, the leading SANV constructs with (SANVa9) and without (SANVb6) adjuvant were analyzed for their physicochemical profiles and assessed for antigenicity, allergenicity, solubility, and antioxidant potential. Furthermore, the molecular interactions, specificity, and stability of SANVa9 and SANVb6 with the broadly neutralizing sarbecovirus antibody 5817 and toll-like receptors (TLR2, TLR3, and TLR7) were analyzed using molecular docking and simulation over a 100-nanosecond time scale. Finally, the comparative immune simulation profiles of SANVa9 and SANVb6 with controls indicated stronger, broad-spectrum immune responses that could be translated into in vitro and in vivo studies and warrant further evaluation before clinical use. Full article
16 pages, 2740 KB  
Article
Skin as a Potential Entry Point for SARS-CoV-2 Virus
by Dimitri Trubetskoy, Patrick Grudzien, Daria Chudakova, Anna Klopot, Bo Shi, Pankaj Bhalla, Bethany Perez White and Irina Budunova
Int. J. Mol. Sci. 2026, 27(12), 5382; https://doi.org/10.3390/ijms27125382 - 15 Jun 2026
Viewed by 290
Abstract
The primary route of SARS-CoV-2 entry is via respiratory epithelium. However, many COVID-19 patients developed dermatological lesions, and SARS-CoV-2 RNA has been detected in the patients’ skin. Inflammatory skin diseases, psoriasis and atopic dermatitis (AD), significantly increased the risk of COVID-19. To evaluate [...] Read more.
The primary route of SARS-CoV-2 entry is via respiratory epithelium. However, many COVID-19 patients developed dermatological lesions, and SARS-CoV-2 RNA has been detected in the patients’ skin. Inflammatory skin diseases, psoriasis and atopic dermatitis (AD), significantly increased the risk of COVID-19. To evaluate the potential role of skin in SARS-CoV-2 host interactions, we utilized 3D human skin organoids (HSO) generated from human epidermal keratinocytes, as well as neonatal skin explants. HSO were treated with cytokines involved in acute and chronic skin inflammation and cytokine storm in severe COVID-19 disease: TNF-α, IL-6, IL-1β, and IFN-γ, individually and in combination. HSO were also treated with Th1 (TNF-α + IL-17) and Th2 (IL-4 + IL-13) cocktails inducing pro-psoriasis and pro-AD HSO changes, respectively. All individual cytokines, and especially their combinations, elevated the expression of ACE2 and TMPRSS2 at mRNA/protein levels. The Th2 cocktail induced only TMPRSS2, the Th1 cocktail predominantly induced ACE2. Topically applied Spike-pseudotyped lentiviral Tomato reporter, which binds ACE2 similarly to SARS-CoV-2, successfully transduced control and cytokine-treated HSO as well as neonatal skin explants. Cytokine treatment, especially TNF-α + IL-6 + IL-1β + IFN-γ and the Th1 cocktail, significantly increased viral entry. Transcriptomic analysis further revealed partial overlap between gene expression signatures induced by Spike-mediated entry in inflamed HSO and those observed in lung tissue from COVID-19 patients, supporting the biological relevance of skin models. Together, these findings demonstrate that inflammation may transiently alter the permissiveness of human skin to SARS-CoV-2 entry, suggesting that the skin may represent a previously underappreciated, although likely limited, interface in viral- host interactions. Full article
(This article belongs to the Special Issue Biochemistry and Molecular Biology of Coronaviruses)
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26 pages, 5436 KB  
Article
In Silico Modeling of Structural Compatibility and Alignment Between Viral Class I Fusion Cores and Human TLR4/MD-2
by Ralf Kircheis
Int. J. Mol. Sci. 2026, 27(12), 5317; https://doi.org/10.3390/ijms27125317 - 12 Jun 2026
Viewed by 362
Abstract
The SARS-CoV-2 spike protein has been shown to activate Toll-like receptor 4 (TLR4), yet the precise molecular structures driving recognition and subsequent activation remain poorly defined. Here, we present in silico structural alignments and molecular docking simulations indicating potential spatial compatibility between the [...] Read more.
The SARS-CoV-2 spike protein has been shown to activate Toll-like receptor 4 (TLR4), yet the precise molecular structures driving recognition and subsequent activation remain poorly defined. Here, we present in silico structural alignments and molecular docking simulations indicating potential spatial compatibility between the wild-type SARS-CoV-2 HR1HR2 fusion core and the human TLR4/MD-2 heterodimer. The computational models project candidate interfaces involving salt bridges, as well as polar and non-polar interactions, with both TLR4 and MD-2 dimerization partners, suggesting a theoretical topology compatible with the dimerization of two TLR4/MD-2 heterocomplexes. Notably, similar structural compatibility was modeled for related class I fusion proteins from other highly pathogenic viruses, including SARS-CoV, MERS-CoV, influenza viruses A, B, and C, respiratory syncytial virus (RSV), and partially Ebola virus. These findings offer an exploratory computational hypothesis regarding viral–host interactions with the host innate immune system, which can trigger immune recognition or detrimental hyperactivation. Full article
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43 pages, 4137 KB  
Review
Targeting SARS-CoV-2 Structural and Accessory Proteins: Emerging Opportunities for Small-Molecule Coronavirus Antivirals
by Exequiel O. J. Porta, Dana F. AlKharboush, Lauren Jackson, Felix Pang, Aylin Darin, Joy Louka, Xinyue Shi, Geoffrey Wells and Frank Kozielski
Pharmaceutics 2026, 18(6), 706; https://doi.org/10.3390/pharmaceutics18060706 - 8 Jun 2026
Cited by 1 | Viewed by 367
Abstract
Although antiviral development against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been dominated by replication-directed strategies, structural and accessory proteins offer a complementary and increasingly important opportunity for small-molecule intervention. These proteins control key processes outside the core replication machinery, including viral [...] Read more.
Although antiviral development against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been dominated by replication-directed strategies, structural and accessory proteins offer a complementary and increasingly important opportunity for small-molecule intervention. These proteins control key processes outside the core replication machinery, including viral entry, membrane remodelling, virion assembly, egress, and host immune modulation, thereby expanding the mechanistic scope of antiviral design. However, many of these targets are membrane-associated, oligomeric, conformationally dynamic, or function through protein–protein interactions, creating distinct challenges in target validation, assay design, and chemical optimisation. In this review, we comprehensively and critically evaluate the structural and accessory proteomes of SARS-CoV-2, with a strict focus on small-molecule tractability and translational relevance. We highlight the most credible direct-acting opportunities, focusing on the membrane (M), envelope (E), and nucleocapsid (N) structural proteins, together with the accessory protein open reading frame 3a (ORF3a), for which emerging chemical matter strengthens confidence in druggability. In contrast, Spike (S) and several host-interface accessory proteins, including ORF6, ORF8, ORF9b, and ORF10, are best viewed as more selective or earlier-stage opportunities that require stronger on-target chemical validation. Emphasis is placed on structural accessibility, mechanism-based assay systems, evidence quality, cellular and in vivo activity, and developability constraints relevant to exposure at the infection site. Rather than replacing replication-directed antivirals, these non-canonical targets are best considered adjunctive or complementary components of future combination strategies designed to broaden antiviral coverage, enhance robustness, and improve pandemic preparedness. Full article
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18 pages, 10961 KB  
Article
Egg Yolk Antibodies Elicited by a Novel Multi-Epitope Recombinant Adenovirus Vaccine Against Genotype G2b PEDV Spike Protein Reduce Mortality and Viral Shedding in Passively Immunized Piglets
by Cunyi Qiu, Zhiding Zhou, Meilin Yang, Huaxin Wang, Xuezhao Li, Zhihua Feng and Yefei Zhou
Pathogens 2026, 15(6), 602; https://doi.org/10.3390/pathogens15060602 - 3 Jun 2026
Viewed by 340
Abstract
Porcine epidemic diarrhea (PED), caused by the PED virus (PEDV), remains one of the most devastating diseases in the swine industry, with a mortality rate approaching 90–100% in suckling piglets due to severe dehydration and electrolyte imbalances. Passive immunization with egg yolk antibodies [...] Read more.
Porcine epidemic diarrhea (PED), caused by the PED virus (PEDV), remains one of the most devastating diseases in the swine industry, with a mortality rate approaching 90–100% in suckling piglets due to severe dehydration and electrolyte imbalances. Passive immunization with egg yolk antibodies (IgY) represents a promising therapeutic strategy. In this study, we developed a novel recombinant adenovirus, rADM-IFN-G-ped, co-expressing selected antigenic regions of the PEDV S protein and chicken interferon-gamma (ChIFN-γ) as a molecular adjuvant. Laying hens were immunized with this construct to produce PEDV-specific IgY, which was subsequently purified from eggs using a polyethylene glycol (PEG-6000) precipitation method. The induced IgY demonstrated potent neutralizing activity against PEDV in vitro, with a neutralization titer (NT50) of 1:96, which was significantly higher than that of IgY derived from hens immunized with a commercial inactivated PEDV G2b vaccine (NT50 = 1:52). In a passive immunization and challenge trial, piglets treated with the rADM-IFN-G-ped-derived IgY exhibited significantly reduced fecal viral RNA shedding following challenge with the virulent PEDV-NX-2022 strain, compared to control groups. Crucially, while all piglets in the challenge control group succumbed to infection within 72 h, a 50% survival rate was achieved in the IgY-treated group. Histopathological examination of intestinal tissues further confirmed the protective efficacy, showing that IgY treatment markedly alleviated villous atrophy, epithelial necrosis, and inflammatory cell infiltration in the small intestine. These findings demonstrate that vaccination of laying hens with the rADM-IFN-G-ped recombinant adenovirus elicits a robust immune response, enabling the production of protective IgY. This proof-of-concept study establishes the viability of the multi-epitope adenoviral IgY platform as a passive immunization strategy against PEDV. Full article
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13 pages, 5846 KB  
Review
Next-Generation Vaccine Design for Porcine Enteric Coronaviruses: Aligning Antigenic Breadth, Mucosal Immunity, and Translational Evaluation
by Fanzhi Kong, Nannan Wu, Shuxuan Liang and Yufeng Yan
Vaccines 2026, 14(6), 498; https://doi.org/10.3390/vaccines14060498 - 2 Jun 2026
Cited by 1 | Viewed by 431
Abstract
Porcine enteric coronaviruses (PECs), including porcine epidemic diarrhea virus (PEDV), transmissible gastroenteritis virus (TGEV), porcine deltacoronavirus (PDCoV), and swine acute diarrhea syndrome coronavirus (SADS-CoV), remain major causes of neonatal diarrhea, dehydration, mortality, and economic loss in swine production. Despite substantial progress in vaccine [...] Read more.
Porcine enteric coronaviruses (PECs), including porcine epidemic diarrhea virus (PEDV), transmissible gastroenteritis virus (TGEV), porcine deltacoronavirus (PDCoV), and swine acute diarrhea syndrome coronavirus (SADS-CoV), remain major causes of neonatal diarrhea, dehydration, mortality, and economic loss in swine production. Despite substantial progress in vaccine development, durable field protection is still inconsistent. In this narrative review, this narrative review synthesizes current knowledge on PEC vaccine design from three connected perspectives: antigenic breadth, mucosal immunity, and translational evaluation. The economic and virological context of PEC vaccine development is first summarized, including the recurrent production burden of PECs, coronavirus genome organization, structural proteins, and the central role of the spike protein in receptor engagement, membrane fusion, and neutralizing antibody induction. Key issues are then discussed, including how spike diversity, conformational stability, epitope accessibility, glycan shielding, and antigen matching influence protective breadth; why intestinal secretory IgA, mucosal immune-cell trafficking, local memory responses, and lactogenic immunity should be prioritized as biologically relevant endpoints; and how delivery route, adjuvant selection, and platform design shape response quality. Current evidence on recombinant protein, viral-vectored, nanoparticle, virus-like particle, probiotic, plant-derived, and mRNA-based approaches is compared with attention to both promise and current evidentiary and translational limitations. The available literature suggests that future progress in PEC vaccinology is likely to depend less on platform novelty alone than on integrated vaccine designs that align antigen selection, mucosal delivery, maternal–neonatal protection, heterologous challenge, manufacturability, and field applicability. Full article
(This article belongs to the Special Issue Swine Vaccines and Vaccination)
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19 pages, 2464 KB  
Article
Pathogen-Specific Regulation of Renin–Angiotensin System Genes in Epithelial Cells: A Comparative Study of SARS-CoV-2 Spike Protein N-Terminal Domain Fragment and Bacterial Lipopolysaccharide
by Aysegul Yılmaz, Seyhan Turk, Umit Yavuz Malkan, İbrahim Celalettin Haznedaroglu, Safiye Gocer, Sukru Volkan Ozguven and Can Turk
Pathogens 2026, 15(6), 593; https://doi.org/10.3390/pathogens15060593 - 1 Jun 2026
Viewed by 401
Abstract
The renin–angiotensin system (RAS) regulates inflammation, tissue homeostasis, and barrier integrity in lung and colon epithelial cells. Beyond classical pathways, non-canonical components including angiotensin-converting enzyme 2 (ACE2), epidermal growth factor receptor (EGFR), insulin-like growth factor 2 receptor (IGF2R) and aminopeptidase N (ANPEP) are [...] Read more.
The renin–angiotensin system (RAS) regulates inflammation, tissue homeostasis, and barrier integrity in lung and colon epithelial cells. Beyond classical pathways, non-canonical components including angiotensin-converting enzyme 2 (ACE2), epidermal growth factor receptor (EGFR), insulin-like growth factor 2 receptor (IGF2R) and aminopeptidase N (ANPEP) are implicated in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and bacterial sepsis due to their roles in tissue repair and signaling. Despite their similar inflammatory and coagulopathic features, their impact on RAS-associated non-immune gene expression in epithelial tissues remains unclear. This study investigates the regulation of these targets in lung (BEAS-2B) and colon (CRL-1831) cells following exposure to recombinant SARS-CoV-2 spike protein N-terminal domain fragment (S1-NTD) and Pseudomonas aeruginosa-derived lipopolysaccharide (LPS). Cells were treated with 100 ng/mL of S1-NTD or LPS for 12–72 h. Viability was assessed via XTT assays, and molecular changes were analyzed through qRT-PCR and Western blotting. Both stimuli induced a time and dose-dependent decrease in metabolic activity. ACE2 was significantly downregulated in lung cells, while transient upregulation occurred in colon cells at 24 h. EGFR expression increased in colon cells following LPS exposure but decreased in lung cells after S1-NTD treatment. Both IGF2R and ANPEP were upregulated by S1-NTD in lung cells at 72 h, whereas colon cells showed earlier upregulation at 24–48 h. Our findings reveal that viral and bacterial stimuli elicit distinct, tissue-specific regulatory patterns in RAS-associated pathways. These alterations may contribute to epithelial barrier dysfunction and inflammation, highlighting these proteins as potential targets for managing secondary bacterial infections and inflammatory lung–gut complications in COVID-19. Full article
(This article belongs to the Section Emerging Pathogens)
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14 pages, 1508 KB  
Article
Development and Efficacy Evaluation of an Indirect ELISA Method Based on the Immunodominant Region of the Spike Protein of Porcine Epidemic Diarrhea Virus
by Wenyue Qiao, Huangtao He, Yutong Zhou, Biao Kong, Gerang Zeli, Shan Zhao, Qigui Yan and Yifei Lang
Vet. Sci. 2026, 13(6), 524; https://doi.org/10.3390/vetsci13060524 - 28 May 2026
Viewed by 515
Abstract
Porcine epidemic diarrhea virus (PEDV) is a major viral pathogen responsible for severe diarrhea and substantial economic losses in the swine industry. Characterized by its high infectivity, pathogenicity and mortality rates in neonatal piglets, PEDV has caused devastating epidemics globally over the past [...] Read more.
Porcine epidemic diarrhea virus (PEDV) is a major viral pathogen responsible for severe diarrhea and substantial economic losses in the swine industry. Characterized by its high infectivity, pathogenicity and mortality rates in neonatal piglets, PEDV has caused devastating epidemics globally over the past decade. Therefore, development of rapid, sensitive, and specific serological tests is therefore critical for effective disease surveillance and immunity evaluation. In this study, we developed and validated an indirect ELISA using the immunodominant S10AB region of the PEDV spike protein. The assay exhibited acceptable sensitivity, strong reproducibility (CV < 10%) and excellent specificity with no cross-reactivity against other common swine viruses. The test results also exhibited high concordance with virus neutralization tests (AUC = 0.913; kappa = 0.797). In addition, the ELISA was utilized to analyze 1629 field serum samples collected from southwestern China. The results indicated significant regional differences occur regarding PEDV seroprevalence and proved its potential for large-scale seroepidemiological studies. In conclusion, the S10AB-based indirect ELISA developed in the present study provides a reliable, specific, and practical tool for PEDV serodiagnosis and control. Full article
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19 pages, 5079 KB  
Article
Engineering Viral Surface Antigens to Improve Display on Virus-like Particle (VLP) Vaccine Prototypes
by Mona Pißarreck, Kristina Katsoutas and Jörn Stitz
BioTech 2026, 15(2), 38; https://doi.org/10.3390/biotech15020038 - 27 May 2026
Viewed by 545
Abstract
Objectives: Membrane-enveloped virus-like particles (VLPs) constitute a versatile vaccine platform allowing for the display of heterologous viral surface antigens. The density of displayed antigens is paramount for the efficient elicitation of a strong cellular and humoral immune response. SARS-CoV-2 spike protein variants [...] Read more.
Objectives: Membrane-enveloped virus-like particles (VLPs) constitute a versatile vaccine platform allowing for the display of heterologous viral surface antigens. The density of displayed antigens is paramount for the efficient elicitation of a strong cellular and humoral immune response. SARS-CoV-2 spike protein variants with engineered cytoplasmic tails (CTs) were generated to enhance decoration efficiency on the surface of VLPs formed by the HIV core protein Gag. These HIV (SARS-CoV-2) chimeric particles serve as a vaccine component prototype. Methods: Spike variants were first analyzed for cellular and surface expression as well as incorporation into extracellular vesicles (EVs) and VLPs using flow cytometric analysis and Western blot analysis. Receptor binding, fusogenicity, i.e., mediating the fusion of spike-positive with receptor-containing membranes, and the proteins’ potential to mediate lentiviral vector gene transduction into susceptible target cells was examined by employing syncytia-formation assays and vector titration experiments. The display of a neutralization-sensitive epitope was examined utilizing immuno-precipitation using a neutralizing antibody. Results: All four variants were shown to be cell-surface expressed, to recruit the cognate receptor, to mediate membrane fusion and cell entry of lentiviral pseudotype vector particles and to decorate VLPs and EVs. However, the spike variant encompassing a truncated CT derived from the gibbon ape leukemia virus (GaLV) transmembrane (TM) envelope protein was most efficiently incorporated into HIV Gag-formed VLPs. All variants exposed a neutralization-sensitive epitope in the receptor binding domain. Conclusions: Engineering of the CTs of viral surface antigens can enhance VLP decoration, while required functionality of the ecto-domain such as receptor recognition, fusogenicity and neutralization-sensitive epitope presentation are not abrogated. This indicates the preservation of the structural integrity of the antigen required to elicit a neutralizing humoral immunity upon vaccination. The identified truncated CT of GaLV TM may be of utility to improve the incorporation of other viral surface antigens into a variety of membrane-enveloped VLPs derived from a range of different parental viruses. Full article
(This article belongs to the Section Medical Biotechnology)
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13 pages, 1035 KB  
Article
Computational Study of Antibody Binding to SARS-CoV-2 Variants
by Carolyn Chiu, Muhammad Zaki Jawaid and Daniel Lee Cox
Antibodies 2026, 15(3), 43; https://doi.org/10.3390/antib15030043 - 25 May 2026
Viewed by 563
Abstract
Background/Objectives: The unprecedented structural and binding data for antibodies to the SARS-CoV-2 virus taken together with the mutations for the spike protein allows for a broad simulation study of antibody–spike protein binding. This provides an understanding of the co-evolution of human immunity [...] Read more.
Background/Objectives: The unprecedented structural and binding data for antibodies to the SARS-CoV-2 virus taken together with the mutations for the spike protein allows for a broad simulation study of antibody–spike protein binding. This provides an understanding of the co-evolution of human immunity and viral immunity escape. Methods: We utilized the YASARA molecular dynamics program to generate initial structures and simulate to equilibration for six SARS-CoV-2 variants and ten different antibodies sampling two different binding regions to the receptor binding domain of the spike (especially for the Class I antibodies in the same part of the spike that attaches to the ACE2 receptor protein) and one to the N-terminal domain of the spike. Starting structures for antibody binding to variant spike protein domains are perturbatively achieved through point mutations and insertions/deletions in the YASARA program. We employed YASARA to measure interfacial hydrogen bound counts between antibodies and variant spike proteins and the HawkDock MMGBSA program to characterize trends in binding energies with mutation for four of the antibodies. We utilized the VMD program to analyze the time course of hydrogen bond populations. Results: As seen in previous studies, interfacial hydrogen bond counts serve as an excellent proxy for binding energies without the large systematic error inherent in the latter. We find that there is generally a decline in antibody binding strength, as measured by interfacial hydrogen bond counts, with viral evolution, but that a modest re-entrance of binding strength is present for most antibodies studied. Generically, the antibody heavy chain binds more strongly to the spike protein, though for approximately half the antibodies the light chain binding strength converges to the heavy chain strength with viral evolution. Conclusions: The key conclusion is that the identified re-entrant immunity, speculatively arising from a balancing of maintenance of ACE2-spike binding while escaping antibodies through mutation, allows for some maintenance and even strengthening of immunity for later viral strains from early infection or vaccination. Full article
(This article belongs to the Section Antibody-Based Therapeutics)
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Article
Analysing Antibodies Against Respiratory Viruses in Breast Milk: A Pilot Study
by Sindre H. Hauan, Camilla H. Nundal, Sarah Lartey Jalloh, June Skudal, Elin Ekornes Håskjold, Sigrid Christiansen Bøe, Camilla Tøndel, Linn Marie Sørbye, Rebecca J. Cox and Karl A. Brokstad
Viruses 2026, 18(6), 593; https://doi.org/10.3390/v18060593 - 24 May 2026
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Abstract
Background: Lower respiratory tract infections remain a major cause of morbidity and mortality in infants worldwide. Newborns possess an immature immune system but acquire passive immunity through maternal antibodies transferred via the placenta (IgG) and breast milk (IgA). Maternal vaccination may enhance this [...] Read more.
Background: Lower respiratory tract infections remain a major cause of morbidity and mortality in infants worldwide. Newborns possess an immature immune system but acquire passive immunity through maternal antibodies transferred via the placenta (IgG) and breast milk (IgA). Maternal vaccination may enhance this protection. This study aimed to quantify antibody levels against respiratory viruses in serum and breast milk from lactating women. Methods: Serum and breast milk samples were collected from 26 lactating mothers. Antibody levels were measured using an indirect enzyme-linked immunosorbent assay (ELISA) targeting seven viral antigens: influenza A (A/Thailand, A/California), influenza B (B/Phuket, B/Austria), SARS-CoV-2 (Spike and receptor-binding domain, RBD) and RSV F pre-fusion protein. Antibody isotypes IgG, IgA and IgM were analysed. Results: Virus-specific IgG and IgA antibodies were detected in all samples. Breast milk showed the highest levels of IgA, whereas serum contained higher IgG levels. A moderate positive correlation was observed between serum and milk IgG. No correlation was found between serum IgG and milk IgA, but both levels were elevated. Conclusions: Breast milk and serum contain relatively high levels of antibodies against the tested respiratory viruses. The elevated levels of serum IgG and milk IgA indicate a coordinated defence between systemic and mucosal immunity in response to infections. The levels and correlation of specific isotypes point to the source of the antibodies: milk IgG probably originates from the blood, whereas milk IgA is produced locally. Full article
(This article belongs to the Section Human Virology and Viral Diseases)
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