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Search Results (2,095)

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Keywords = virus adaptation

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28 pages, 8213 KB  
Article
ChREBP Is Dispensable for Myofiber Type Switch but Promotes Skeletal Muscle Regeneration
by Junyu Lu, Jian Chen, Guanyu Zhang, Haoxin Ma, Pingxin Sun, Chao Wang, Xinlu Yu, Ke Feng, Chunyan Wang, Chenyi Hu, Xuewei Chen and Wenlin Li
Nutrients 2026, 18(12), 2012; https://doi.org/10.3390/nu18122012 (registering DOI) - 21 Jun 2026
Abstract
Background/Objectives: The transcription factor carbohydrate response element-binding protein (ChREBP) is a key glucose-sensing regulator that governs glucose and lipid metabolic homeostasis. However, its specific functions in skeletal muscle remain insufficiently clarified. The present study aimed to investigate the roles of ChREBP in [...] Read more.
Background/Objectives: The transcription factor carbohydrate response element-binding protein (ChREBP) is a key glucose-sensing regulator that governs glucose and lipid metabolic homeostasis. However, its specific functions in skeletal muscle remain insufficiently clarified. The present study aimed to investigate the roles of ChREBP in skeletal muscle exercise capacity, energy metabolism, and adaptive remodeling, as well as muscle regeneration. Methods: We generated a skeletal muscle-specific ChREBP knockout mouse model, and assessed their exercise performance, energy metabolism, skeletal muscle fiber composition, and injury repair capacity. Additionally, hypoxia and high-fructose diet models were established to analyze the function of ChREBP in skeletal muscle adaptive remodeling. C2C12 myoblasts and primary muscle satellite cells were used to explore its effects on myogenic differentiation. Results: Genetic deletion of ChREBP induced no detectable alterations in myofiber composition, overall metabolic status, or muscle adaptive remodeling triggered by hypoxia and high-fructose diet. In vitro assays demonstrated that ChREBP overexpression facilitates C2C12 myogenic differentiation. Adeno-associated virus-mediated ChREBP overexpression enhanced histological markers of regeneration, including desmin-positive regenerative area and the cross-sectional area of newly formed myofibers after cardiotoxin-induced injury. Conclusions: Collectively, our experimental data indicate that ChREBP is largely dispensable for maintaining basal skeletal muscle homeostasis and stress-induced adaptive remodeling. Meanwhile, this study identifies a previously unrecognized regulatory role of ChREBP in the processes of skeletal muscle damage repair and post-injury regeneration. Full article
(This article belongs to the Section Sports Nutrition)
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14 pages, 1491 KB  
Article
Epidemiological and Virological Characteristics of H9N2 Avian Influenza Virus in Jiangsu Province, China, 2024
by Xue Gao, Huiyan Yu, Na Zhang, Liqi Liu, Jing Tong, Xian Qi, Haodi Huang, Shenjiao Wang, Zi Li, Yangguang Du and Liguo Zhu
Viruses 2026, 18(6), 687; https://doi.org/10.3390/v18060687 (registering DOI) - 20 Jun 2026
Abstract
H9N2 avian influenza viruses inherently carry cross-species transmission potential, making continuous surveillance critical for pandemic prevention. This study focused on monitoring the 2024 H9N2 epidemic in Jiangsu Province’s external environment, analyzing its molecular evolution and receptor binding properties, assessing cross-species transmission and pandemic [...] Read more.
H9N2 avian influenza viruses inherently carry cross-species transmission potential, making continuous surveillance critical for pandemic prevention. This study focused on monitoring the 2024 H9N2 epidemic in Jiangsu Province’s external environment, analyzing its molecular evolution and receptor binding properties, assessing cross-species transmission and pandemic risks, and investigating serological antibody levels across different human populations. Environmental samples were collected from live poultry markets, farms, slaughterhouses, and bird habitats across Jiangsu, screened via quantitative PCR (qPCR), with positive samples used for virus isolation and whole-genome sequencing. Receptor binding properties were tested by hemagglutination assay, and H9N2 antibody levels were measured in 370 occupationally exposed individuals and 240 non-exposed individuals using hemagglutination inhibition (HI) assays. Among the 5779 collected samples, 6.89% tested H9N2-positive, and 12 strains belonging to the Eurasian lineage Y280-like clade G57 genotype were successfully isolated. All strains carried the HA-Q226L mutation, with 11 showing preferential binding to human α-2,6 receptors and one strain possessing dual receptor binding capability. Internal genes harbored mammalian adaptation mutations, and M2 proteins contained mutations conferring complete resistance to amantadine-class antiviral drugs. Serological tests revealed antibody positive rates of 4.05% in exposed populations and 2.5% in non-exposed populations, with no statistically significant difference between groups. These findings confirm that Jiangsu’s circulating H9N2 viruses have acquired human receptor preference and mammalian adaptation, posing silent infection and pandemic risks. Enhanced surveillance and the development of candidate vaccine stockpiles are strongly recommended. Full article
(This article belongs to the Section Animal Viruses)
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27 pages, 5459 KB  
Review
Molecular Determinants of O’Nyong-Nyong Virus Infection in Mammalian Hosts and Anopheles Mosquitoes
by Zhiyuan Liu, Xia Li, Hanwen Hu, Shangyu Xiao, Jianli Tao and Jing Yang
Biomolecules 2026, 16(6), 904; https://doi.org/10.3390/biom16060904 - 18 Jun 2026
Viewed by 213
Abstract
O’nyong-nyong virus (ONNV) is a mosquito-borne alphavirus responsible for large-scale epidemics in sub-Saharan Africa. As the closest evolutionary relative of Chikungunya virus (CHIKV), ONNV shares substantial genetic similarity and overlapping clinical manifestations with CHIKV. Mechanistic understanding of ONNV infection has therefore largely been [...] Read more.
O’nyong-nyong virus (ONNV) is a mosquito-borne alphavirus responsible for large-scale epidemics in sub-Saharan Africa. As the closest evolutionary relative of Chikungunya virus (CHIKV), ONNV shares substantial genetic similarity and overlapping clinical manifestations with CHIKV. Mechanistic understanding of ONNV infection has therefore largely been extrapolated from CHIKV rather than directly established. However, ONNV exhibits distinct biological features, including predominant transmission by Anopheles mosquitoes and a clinical presentation characterized by prominent lymphadenopathy with limited acute joint edema. These distinctions underscore the need for an integrated synthesis of experimentally validated determinants of ONNV infection. In this review, we summarize current evidence on molecular and immunological factors regulating ONNV infection in mammalian hosts and mosquito vectors. We first discuss species-specific viral clearance, host dependency factors, intrinsic antiviral restriction mechanisms, protective innate immunity, inflammatory pathology, and mechanism-informed therapeutic strategies in mammalian hosts. We then examine stage-specific immune regulation in Anopheles mosquitoes, emphasizing mechanisms that constrain viral replication while permitting persistent infection and transmission. Finally, we discuss nsP3-dependent vector specificity and the potential contribution of alternative mosquito species to ONNV ecology. Together, this review provides an integrated framework for understanding how host factors, immune responses, and vector-specific adaptations shape ONNV infection, pathogenesis, and transmission. Full article
(This article belongs to the Section Molecular Biology)
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16 pages, 766 KB  
Article
Detection of Dengue Virus and Serological Evidence of Chikungunya and Zika Virus Exposure in Patients with Acute Febrile Syndrome in Córdoba, Colombia
by Paula A. Avilés-Vergara, Dina Ricardo-Caldera, Carlos Alberto Bolívar Pineda, Eliud Daniel Pérez Vergara, Ana Carolina Negrette Oquendo, Luis Carlos Ruiz Garces, Sara Cecilia Soto-De León and Catalina Tovar-Acero
Trop. Med. Infect. Dis. 2026, 11(6), 162; https://doi.org/10.3390/tropicalmed11060162 - 17 Jun 2026
Viewed by 156
Abstract
Background/Objectives: Arboviral diseases transmitted by Aedes mosquitoes, including Dengue (DENV), Zika (ZIKV), and Chikungunya (CHIKV), represent a major public health challenge in tropical regions. Their clinical similarity complicates differential diagnosis, particularly in settings of viral co-circulation, and may lead to underdiagnosis. The [...] Read more.
Background/Objectives: Arboviral diseases transmitted by Aedes mosquitoes, including Dengue (DENV), Zika (ZIKV), and Chikungunya (CHIKV), represent a major public health challenge in tropical regions. Their clinical similarity complicates differential diagnosis, particularly in settings of viral co-circulation, and may lead to underdiagnosis. The objective was to detect acute dengue infection and assess serological evidence of Chikungunya and Zika virus exposure among patients with acute febrile syndrome and clinical suspicion of dengue in the department of Córdoba, Colombia. Methods: A prospective descriptive study was conducted between 2023 and 2024 in healthcare institutions in Montería and Sahagún. Serum samples were analyzed by ELISA to detect DENV NS1 antigen, anti-CHIKV IgM, and anti-ZIKV IgG antibodies. Sociodemographic, clinical, and laboratory variables were described, and the association between prior ZIKV infection and dengue severity was assessed. Results: Ninety patients were included. Isolated laboratory marker detection was observed for DENV NS1 antigen in 36.7% (33/90), anti-ZIKV IgG in 30.0% (27/90), and anti-CHIKV IgM in 2.2% (2/90); combined arboviral markers were identified in 22.2% (20/90), and 8.9% (8/90) had no detectable markers. Among NS1-confirmed dengue cases (n = 47), 61.7% (29/47) were classified as dengue with warning signs. Anti-ZIKV IgG detection was not associated with dengue clinical classification (p = 0.989), although platelet counts were lower in IgG-positive cases (p = 0.037). Conclusions: The findings support laboratory-supported diagnosis and integrated acute febrile illness surveillance in Córdoba, including locally adapted vector control, in a setting of arbovirus co-circulation with overlapping laboratory markers. Full article
(This article belongs to the Section Vector-Borne Diseases)
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13 pages, 3621 KB  
Article
Development of Peptide Entry Inhibitors Targeting the Endosomal Receptor NPC1 Binding Site of Orthoebolavirus
by Leah Liu Wang, Kendra Alfson, J. J. Patten, Marc E. Mattix, Yenny Goez-Gazi, Sean N. Avedissian, Robert A. Davey, Ricardo Carrion and Shi-Hua Xiang
Pathogens 2026, 15(6), 640; https://doi.org/10.3390/pathogens15060640 - 16 Jun 2026
Viewed by 145
Abstract
Orthoebolavirus causes severe Ebola virus disease (EVD) and deadly outbreaks in humans. This infection occurs through macropinocytosis and trafficking to late endosomes or lysosomes that utilize the receptor Niemann–Pick C1 (NPC1) to enter the cell cytoplasm. We designed peptide inhibitors based on the [...] Read more.
Orthoebolavirus causes severe Ebola virus disease (EVD) and deadly outbreaks in humans. This infection occurs through macropinocytosis and trafficking to late endosomes or lysosomes that utilize the receptor Niemann–Pick C1 (NPC1) to enter the cell cytoplasm. We designed peptide inhibitors based on the NPC1 receptor to target the NPC1 binding site to block viral entry. The results indicated that the ligand-based peptide inhibitors showed potent inhibition activities in vitro studies against pseudotyped or replication-competent Orthoebolavirus. Therefore, we further evaluated one of them in a mouse model challenged with mice-adapted Ebola viruses, which showed some protection efficacy compared with the control group. This study suggests that ligand-based peptides are encouraging inhibitors in the development of inhibitors against Ebola virus infection. Full article
(This article belongs to the Special Issue Structure-Based Antiviral Drug Discovery)
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17 pages, 3124 KB  
Article
Innate Pathway Selection Modulates Antibody and T-Cell Responses to Mosaic Influenza Nucleoprotein in Cattle
by Clara Cole, Thomas Cleven, Marlee Henige, Keith Poulsen, Mike Maroney, Lautaro Rostoll-Cangiano, Doerte Doepfer and Marulasiddappa Suresh
Viruses 2026, 18(6), 670; https://doi.org/10.3390/v18060670 - 13 Jun 2026
Viewed by 471
Abstract
Highly pathogenic avian influenza (HPAI) is a lethal disease of poultry that has recently spilled over into mammals, including dairy cattle and humans, heightening concerns for livestock health, food security, and pandemic emergence. While vaccines that induce neutralizing antibodies against hemagglutinin and neuraminidase [...] Read more.
Highly pathogenic avian influenza (HPAI) is a lethal disease of poultry that has recently spilled over into mammals, including dairy cattle and humans, heightening concerns for livestock health, food security, and pandemic emergence. While vaccines that induce neutralizing antibodies against hemagglutinin and neuraminidase provide strain-specific protection, durable cross-subtype immunity requires T-cell responses targeting conserved internal antigens such as nucleoprotein (NP). To leverage these conserved targets, we utilized a previously engineered mosaic nucleoprotein (MNP) incorporating T-cell epitopes from thousands of influenza A virus (IAV) strains, conferring broad protection against epidemic (H3N2) and pandemic (H1N1) IAV in mice. Here, we tested whether precision adjuvancy could differentially imprint adaptive immunity to MNP in cattle. Combination formulations paired the carbomer-based nano-emulsion Adjuplex (ADJ) with either a STING agonist (cyclic dinucleotides; CdN) or a TLR4 agonist (glucopyranosyl lipid A; GLA) to program distinct inflammatory milieus. Both formulations elicited circulating IFN-γ–producing T cell responses and NP-specific antibodies in serum and milk. However, STING activation via CdN generated more potent and consistent cellular and humoral immunity than TLR4 engagement. These data demonstrate that selective activation of innate sensing pathways functionally imprints adaptive immune magnitude and quality in a large animal host. By advancing a broadly protective, T-cell-focused vaccine strategy in cattle, this work supports a One Health framework to mitigate H5N1 transmission risk at the human–animal interface. Full article
(This article belongs to the Special Issue The Role of Adjuvants in Viral Vaccines and Vaccination)
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18 pages, 1299 KB  
Review
Research Progress on Avian Influenza Virus and Autophagy: A Review
by Zhiqiang Hu, Jiali Li, Ase Hailai, Ran Guan, Xinhong Li, Xi Chen, Yiqun Chen, Mingyu Fan, Zengwen Huang, Guangwen Yan and Chaoyun Yang
Pathogens 2026, 15(6), 623; https://doi.org/10.3390/pathogens15060623 - 11 Jun 2026
Viewed by 223
Abstract
Avian influenza virus (AIV), a zoonotic pathogen capable of cross-species transmission, poses a significant global health threat due to its rapid evolutionary adaptation. This review consolidates evidence from the past decade on AIV-autophagy interactions, emphasizing mechanistic insights and therapeutic potential. Research indicates that [...] Read more.
Avian influenza virus (AIV), a zoonotic pathogen capable of cross-species transmission, poses a significant global health threat due to its rapid evolutionary adaptation. This review consolidates evidence from the past decade on AIV-autophagy interactions, emphasizing mechanistic insights and therapeutic potential. Research indicates that various AIV strains can trigger autophagosome formation via viral components, although the completeness of autophagic flux is not fully understood. These virus–host interactions are notably influenced by viral genotypes (e.g., H5N1 vs. H9N2) and host species (avian vs. mammalian). Current studies suggest that modulating autophagy may reduce AIV-induced acute lung injury, with pharmacological agents showing potential in mitigating inflammatory responses. We systematically explore three research areas: (1) strain-specific mechanisms of autophagy induction, (2) host-specific autophagic responses in poultry and human models, and (3) the therapeutic potential of stage-specific autophagy manipulation. This synthesis clarifies critical knowledge gaps, particularly the need for standardized autophagic flux assessment in avian cells, while providing a conceptual framework for developing autophagy-targeted strategies against AIV pathogenesis. Full article
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46 pages, 8717 KB  
Article
A Meshless Radial Basis Function Approach for a Spatiotemporal Model of SARS-CoV-2 Immune Response and Tissue-Level Thermoregulatory Dynamics
by Sergio Pérez Montes and Juan Carlos Chimal-Eguía
Mathematics 2026, 14(12), 2070; https://doi.org/10.3390/math14122070 - 10 Jun 2026
Viewed by 148
Abstract
This work presents a spatially explicit 19-variable reaction–diffusion model for within-host SARS-CoV-2 dynamics that integrates viral kinetics, innate and adaptive immune responses, cytokine regulation, antibody production, and tissue-level thermoregulatory dynamics. Adaptive immune recruitment is described through smooth sigmoidal activation functions, whereas pro-inflammatory cytokines [...] Read more.
This work presents a spatially explicit 19-variable reaction–diffusion model for within-host SARS-CoV-2 dynamics that integrates viral kinetics, innate and adaptive immune responses, cytokine regulation, antibody production, and tissue-level thermoregulatory dynamics. Adaptive immune recruitment is described through smooth sigmoidal activation functions, whereas pro-inflammatory cytokines are controlled by Michaelis–Menten-type saturation with IL-10 feedback. The thermoregulatory component is formulated as a downstream tissue-level inflammatory readout driven by bounded virus-dependent pyrogenic forcing, homeostatic relaxation, and effective thermal diffusion. The system is solved using a meshless multiquadric radial basis function collocation method based on Kansa’s formulation. Numerical simulations reproduce the qualitative progression of acute infection, including early viral expansion, innate immune activation, delayed adaptive recruitment, and immune-mediated clearance. Spatial analysis reveals heterogeneous tissue-level patterns, such as localized viral foci, antibody depletion near the infection center, delayed cytotoxic effector coverage, and transient thermal gradients. The proposed framework provides a biologically interpretable and computationally flexible approach for investigating the spatiotemporal organization of within-host SARS-CoV-2 immune dynamics, while remaining a mechanistic modeling study rather than a patient-specific clinical predictor. Full article
(This article belongs to the Special Issue Numerical Methods in Mathematical Biology)
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22 pages, 1859 KB  
Review
Tools for Antigen Delivery: From Traditional Nanocarriers and Biomimetic Platforms to Emerging Physical, Bioengineered and Computational Approaches
by Liying Sun, Yujiao Miao, Deyun Jiang and Chao Liu
Vaccines 2026, 14(6), 516; https://doi.org/10.3390/vaccines14060516 - 9 Jun 2026
Viewed by 286
Abstract
The magnitude and quality of adaptive immune responses are fundamentally influenced by the efficiency of antigen presentation. Traditional vaccine platforms, such as live–attenuated or inactivated pathogens, although immunogenic, often present safety concerns. Conversely, subunit vaccines, despite being safer, generally exhibit poor immunogenicity due [...] Read more.
The magnitude and quality of adaptive immune responses are fundamentally influenced by the efficiency of antigen presentation. Traditional vaccine platforms, such as live–attenuated or inactivated pathogens, although immunogenic, often present safety concerns. Conversely, subunit vaccines, despite being safer, generally exhibit poor immunogenicity due to inadequate delivery of antigens to professional antigen–presenting cells (APCs). To address this issue, the development of innovative delivery systems has become a pivotal strategy to overcome significant biological barriers, including extracellular antigen degradation, suboptimal lymph node targeting, and inefficient cross–presentation necessary for CD8+ T cell activation. This review systematically explores recent advancements in delivery technologies aimed at enhancing antigen presentation, encompassing rationally engineered nanocarriers and sophisticated biomimetic platforms. We first examine how nanoparticle properties like size, surface charge, and ligand density affect intracellular trafficking and the transition from MHC–II to MHC–I cross–presentation. Then, we explore bioinspired systems such as extracellular vesicles, virus–like particles, and cell–membrane–coated nanoparticles that utilize natural biological traits for enhanced targeting and immune modulation. Additionally, we review new physical delivery methods like microneedle arrays and in situ electroporation for direct, minimally invasive antigen delivery to dendritic cells. Lastly, we discuss the potential of these platforms in personalized cancer vaccines and combination immunotherapies. By combining insights from materials science, immunology, and bioengineering, these next–generation delivery tools could enhance antigen presentation and transform precision vaccination and immune intervention. Full article
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25 pages, 25101 KB  
Article
Emergence of Novel Reassortant H3N2 Avian Influenza Viruses in Southern China: Genetic Complexity and Pathogenicity in Chickens and Mice
by Meichi Chen, Yanjiao Liang, Changmao Jian, Changting Li, Junwei Yang, Jingting Yang, Kewei Chen, Miaoxiang Zhang, Meilan Mo, Tianchao Wei, Teng Huang and Jianni Huang
Animals 2026, 16(12), 1765; https://doi.org/10.3390/ani16121765 - 8 Jun 2026
Viewed by 267
Abstract
H3N2 subtype avian influenza virus (AIV) is prevalent in poultry and wild birds and typically causes asymptomatic or mild respiratory infections. However, genetic reassortment between H3N2 and other AIV subtypes generates novel strains capable of crossing the species barrier, posing a threat to [...] Read more.
H3N2 subtype avian influenza virus (AIV) is prevalent in poultry and wild birds and typically causes asymptomatic or mild respiratory infections. However, genetic reassortment between H3N2 and other AIV subtypes generates novel strains capable of crossing the species barrier, posing a threat to both poultry and public health. In this study, nine H3N2 AIVs were isolated from ducks in live poultry markets (LPMs) in Guangxi, southern China, during 2022–2024. Phylogenetic analysis revealed that all eight gene segments of the nine isolates were clustered within the Eurasian lineage, with internal genes derived from multiple subtypes, including H1, H2, H3, H4, H5, H6, H7, and H9. These findings indicate complex gene reassortment of H3N2 AIVs in Guangxi. Importantly, the PB2 genes of certain isolates were closely related to those of highly pathogenic H5 subtype viruses, suggesting that H3N2 AIVs may contribute internal genes to H5 viruses. Three representative isolates (LZD44, NND98, and NND100) were assessed for pathogenicity in SPF chickens and mice. All three strains successfully replicated in the respiratory tissues of both species. Notably, the LZD44 virus, which harbored the mammalian-adaptive mutations PB2-MVV and NP-I353V, presented significantly higher virulence in chickens and mice than the other two strains. These results demonstrate that H3N2 subtype AIVs are capable of replicating in certain tissues of chickens and mice without prior adaptation, underscoring a potential risk for cross-species transmission. Consequently, sustained surveillance of H3N2 subtype AIVs is essential to prevent the spillover of novel recombinants into the human population. Full article
(This article belongs to the Section Poultry)
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31 pages, 2867 KB  
Review
Dual Functionality of miRNAs During HIV Infection: From Viral Genome Suppression to Immune Response Modulation
by Anna M. Timofeeva, Kseniya S. Aulova and Georgy A. Nevinsky
Epigenomes 2026, 10(2), 39; https://doi.org/10.3390/epigenomes10020039 - 5 Jun 2026
Viewed by 357
Abstract
Background/Objectives: As important post-transcriptional and epigenetic regulators of gene expression, miRNAs play a pivotal role in modulating host–virus interactions. While prior reviews have addressed either direct miRNA–HIV genome interactions or miRNA-mediated immune modulation in isolation, the integrated dual functionality of these molecules has [...] Read more.
Background/Objectives: As important post-transcriptional and epigenetic regulators of gene expression, miRNAs play a pivotal role in modulating host–virus interactions. While prior reviews have addressed either direct miRNA–HIV genome interactions or miRNA-mediated immune modulation in isolation, the integrated dual functionality of these molecules has not been systematically characterized. This review aimed to comprehensively explore how miRNAs that target the HIV-1 genome simultaneously modulate key innate and adaptive host immune signaling pathways. The conceptual novelty of this study is determined not by the identification of previously unknown miRNA-target gene pairs, but by the systemic integration of two regulatory levels (direct inhibition of the viral genome and modulation of the host cell immune signaling pathways) within a unified analytical framework. Such an integrated approach reveals a proviral regulatory network that remains non-obvious when each of these levels is examined separately. Methods: A narrative review was conducted using PubMed, Scopus, Web of Science, and Google Scholar (all years through 2025). In Stage 1, publications reporting experimentally confirmed interactions between host miRNAs and the HIV-1 genome were identified, yielding a curated set of 15 miRNAs. In Stage 2, target genes for each miRNA were retrieved from miRTarBase, TarBase (experimentally validated) and TargetScan 8.0 (in silico predicted). In Stage 3, target genes were manually mapped to key immune signaling pathways (TLR, NF-κB, JAK-STAT). In Stage 4, targeted literature searches were performed for each miRNA–target gene pair to identify direct experimental evidence of interaction. All stages were performed by two independent researchers, with discrepancies resolved by a third. Results: Fifteen host miRNAs with experimentally confirmed binding to the HIV-1 genome were identified, targeting viral genes including nef, pol, vpr, gag, env, vif, and the 3′-UTR. Thirteen of these miRNAs were found to regulate components of major immune pathways. miR-92a-3p, miR-29a/b-3p, miR-150-5p, and miR-125b-5p emerged as the most pleiotropic regulators, simultaneously suppressing TLR signaling (TLR3, TLR7, TLR8, MyD88, TRAF3/6, IRAK1/4), NF-κB components (REL, RELA, NFKB1), JAK-STAT effectors (STAT1–3, STAT5A/B, JAK2), and negative regulators of cytokine signaling (SOCS and PIAS family proteins). miR-133b and miR-196b-5p were found to selectively regulate SOCS/PIAS proteins without involvement in other analyzed pathways, suggesting potential for selective therapeutic targeting. Conclusions: The analyzed miRNAs exhibit functional dualism, acting as direct post-transcriptional suppressors of the HIV-1 genome while simultaneously functioning as epigenetic modulators of host immune signaling. These two modes of action are not independent but together form a conceptual framework of a self-reinforcing proviral regulatory network that, based on the synthesis of published evidence, is proposed to promote viral latency and immune evasion. The identified miRNAs represent promising, albeit complex, targets for novel therapeutic strategies aimed at eliminating latent HIV reservoirs. Full article
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22 pages, 7090 KB  
Article
ProtoMal: Prototype-Guided Dual-Branch Continual Learning for Robust Android Malware Detection
by Xuan Zhang, Aihua Zhang, Maode Ma, Yuanjie Bo, Yiying Zhang and Yanan Zhang
Algorithms 2026, 19(6), 456; https://doi.org/10.3390/a19060456 - 4 Jun 2026
Viewed by 173
Abstract
Traditional Android malware detection systems struggle to adapt to evolving threats without sacrificing performance on legacy families. To address this, we present ProtoMal, a dual-branch continual learning framework that achieves a fine-grained balance between stability and plasticity. The framework utilizes a frozen old [...] Read more.
Traditional Android malware detection systems struggle to adapt to evolving threats without sacrificing performance on legacy families. To address this, we present ProtoMal, a dual-branch continual learning framework that achieves a fine-grained balance between stability and plasticity. The framework utilizes a frozen old branch for knowledge preservation and a trainable new branch for novel threat acquisition. A key contribution is our robust median-based prototype learning mechanism, which leverages centroids and outlier filtering to handle the high intra-class variability and label noise inherent in malware datasets. Experimental results across three large-scale benchmarks AMD, VirusShare, and VirusShareYears demonstrate that ProtoMal significantly curtails performance degradation and achieves highly competitive average accuracy. Most notably, the proposed framework demonstrates highly competitive model stability and yields robust anti-forgetting capabilities alongside current state-of-the-art incremental learning paradigms, maintaining particular resilience under severe concept drift. Full article
(This article belongs to the Section Evolutionary Algorithms and Machine Learning)
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14 pages, 2236 KB  
Review
The Begomovirus Disease Tetrahedron: Weeds as the Missing Dimension in Virus Epidemiology
by Marjia Tabassum, Thuy T. B. Vo, Nattanong Bupi, Muhammad Amir Qureshi, Hyo-Jin Im, Min-Kwan Kim, Imankul Assem, S. M. Hemayet Jahan, Li-Long Pan, Giuseppe Parrella, Peter Palukaitis, Taek-Kyun Lee and Sukchan Lee
Viruses 2026, 18(6), 647; https://doi.org/10.3390/v18060647 - 4 Jun 2026
Viewed by 552
Abstract
Begomoviruses are among the most destructive plant viruses, causing substantial yield losses across diverse cropping systems. Their epidemiological success is driven by high genetic plasticity, broad host range, and efficient transmission by the whitefly vector Bemisia tabaci. Traditional epidemiological models based on [...] Read more.
Begomoviruses are among the most destructive plant viruses, causing substantial yield losses across diverse cropping systems. Their epidemiological success is driven by high genetic plasticity, broad host range, and efficient transmission by the whitefly vector Bemisia tabaci. Traditional epidemiological models based on the classical disease triangle (virus–host–vector) fail to fully capture the ecological and evolutionary complexity of begomovirus pathosystems. Increasing evidence highlights the critical role of non-cultivated plants, particularly weeds, as persistent reservoirs that maintain viral populations during off seasons, facilitate recombination, and act as primary inoculum sources for subsequent outbreaks. Here, we propose the Begomovirus Disease Tetrahedron, an integrative framework that expands the disease triangle by incorporating weeds as a fourth essential component. We synthesize current knowledge on begomovirus adaptive evolution, including genome plasticity, noncanonical protein functions, and virus–vector mutualism, alongside key ecological drivers such as seasonal dynamics, agricultural intensification, and landscape connectivity. By integrating molecular, ecological, and epidemiological perspectives, this framework provides a comprehensive understanding of begomovirus emergence and persistence, offering new insights for the development of sustainable and ecologically informed disease management strategies. Full article
(This article belongs to the Special Issue Molecular and Biological Virus-Plant-Insect Vector Interactions)
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18 pages, 25589 KB  
Review
DNA Vaccination in Farmed Fish with a Focus on Salmonid Alphavirus Infection in Atlantic Salmon (Salmo salar L.) in Norway
by Espen Rimstad and Øystein Evensen
Viruses 2026, 18(6), 639; https://doi.org/10.3390/v18060639 - 3 Jun 2026
Viewed by 549
Abstract
Pancreas disease (PD), caused by Salmonid alphavirus (SAV), is a notifiable disease in Atlantic salmon (Salmo salar L.) in Norway. Conventional inactivated virus vaccines have shown variable effects in mitigating the disease, and a DNA vaccine has been used over the last [...] Read more.
Pancreas disease (PD), caused by Salmonid alphavirus (SAV), is a notifiable disease in Atlantic salmon (Salmo salar L.) in Norway. Conventional inactivated virus vaccines have shown variable effects in mitigating the disease, and a DNA vaccine has been used over the last 7–8 years, which may have resulted in the reduction in the number of reported PD cases. This manuscript provides a comprehensive overview of DNA vaccination in farmed fish, with a focus on the licensed DNA vaccine, Clynav®, against SAV3 infection. It explores the biological underpinnings of SAV infection, immune mechanisms activated by DNA vaccines, and the benefits and limitations of this approach. Although antigen processing and presentation mechanisms following DNA vaccination in fish remain incomplete, studies document robust innate responses and measurable adaptive immunity, including neutralizing antibodies, as seen in Clynav, and transcriptomic studies indicate that cell-mediated immunity is evoked under experimental conditions. Comparative trials demonstrate that DNA vaccination reduces viral load, tissue pathology, and, potentially, viral transmission, outperforming traditional oil-adjuvanted vaccines. Additionally, DNA-vaccinated fish show improved growth performance under field conditions. These findings support DNA vaccination as a promising strategy for controlling PD in salmon aquaculture, with implications for fish health, welfare, and sustainable production. Full article
(This article belongs to the Special Issue Viral Pathogenesis and Novel Vaccines for Fish Viruses)
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17 pages, 1078 KB  
Article
Knowledge, Attitudes, and Preventive Practices Related to Hepatitis B Infection Among Adults in Saudi Arabia: A Nationwide Cross-Sectional Study
by Mohammad A. Jareebi, Ghazi I. Al Jowf, Saja A. Almraysi, Dhiyaa A. H. Otayf, Khalil I. Hakami, Wesam H. Aridhi, Abrar Fahad Alshahrani, Omar Oraibi, Mostafa Mohrag, Sameer Alqassimi, Saleh A. Almazam, Khalid S. Alsallumi, Zakaria I. Melaisi, Majed A. Ryani and Farjah H. Algahtani
Healthcare 2026, 14(11), 1558; https://doi.org/10.3390/healthcare14111558 - 2 Jun 2026
Viewed by 268
Abstract
Background: Hepatitis B virus (HBV) infection poses a persistent global public health challenge, with substantial associated morbidity, mortality, and healthcare utilization. Although Saudi Arabia has maintained a national HBV vaccination program for decades, population-level data on hepatitis B infection knowledge, attitudes, and [...] Read more.
Background: Hepatitis B virus (HBV) infection poses a persistent global public health challenge, with substantial associated morbidity, mortality, and healthcare utilization. Although Saudi Arabia has maintained a national HBV vaccination program for decades, population-level data on hepatitis B infection knowledge, attitudes, and practices (KAP) remain scarce and regionally limited. This study aimed to comprehensively assess KAP toward hepatitis B infection prevention among the general adult population across all regions of Saudi Arabia and to identify independent sociodemographic predictors of each domain to inform targeted healthcare interventions. Methods: This nationwide cross-sectional study used a convenience sampling approach and a validated, self-administered questionnaire disseminated via online social media platforms across all regions of Saudi Arabia between August 2024 and February 2025. KAP was assessed using an instrument adapted from Haq et al. (Cronbach’s α = 0.70). Good knowledge was defined as a score ≥11/20 (≥55%), positive attitude as ≥5/7 (≥71.4%), and good practice as ≥6/8 (≥75%). Multivariable linear regression was used to identify independent predictors, adjusting for sociodemographic covariates. Results: A total of 1278 participants were included (mean age 30.3 ± 12.4 years; 60.9% female). Overall, 54.2% demonstrated good knowledge, 68.5% demonstrated positive attitudes, and only 16.2% exhibited good preventive practices. Screening (14.6%) and vaccination uptake (26.5%) were markedly low. Educational program participation was the strongest modifiable predictor across all three domains: knowledge (β = +1.89, 95% CI: 1.20–2.58, p < 0.001), attitude (β = +0.47, 95% CI: 0.25–0.69, p < 0.001), and practice (β = +1.43, 95% CI: 1.09–1.77, p < 0.001). Healthcare sector employment was independently associated with higher KAP scores across all domains. Income demonstrated a positive dose–response relationship with knowledge and practice outcomes. Polygyny was associated with lower scores across all three domains. Conclusions: Despite moderate knowledge and generally favorable attitudes, preventive practices remain critically deficient, revealing a persistent knowledge–practice gap. Integrated, behavior-oriented interventions targeting modifiable determinants, particularly health education, income disparities, and stigma, are urgently needed to support progress toward national and global HBV elimination targets. Full article
(This article belongs to the Section Public Health and Preventive Medicine)
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