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1.
Virol Sin ; 2024 May 09.
Article in English | MEDLINE | ID: mdl-38734183

ABSTRACT

The increasing emergence and re-emergence of RNA virus outbreaks underlines the urgent need to develop effective antivirals. RNA interference (RNAi) is a sequence-specific gene silencing mechanism that is triggered by small interfering RNAs (siRNAs) or short hairpin RNAs (shRNAs), which exhibits significant promise for antiviral therapy. AGO2-dependent shRNA (agshRNA) generates a single-stranded guide RNA and presents significant advantages over traditional siRNA and shRNA. In this study, we applied a logistic regression algorithm to a previously published chemically siRNA efficacy dataset and built a machine learning-based model with high predictive power. Using this model, we designed siRNA sequences targeting diverse RNA viruses, including human enterovirus A71 (EV71), Zika virus (ZIKV), dengue virus 2 (DENV2), mouse hepatitis virus (MHV) and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and transformed them into agshRNAs. We validated the performance of our agshRNA design by evaluating antiviral efficacies of agshRNAs in cells infected with different viruses. Using the agshRNA targeting EV71 as an example, we showed that the anti-EV71 effect of agshRNA was more potent compared with the corresponding siRNA and shRNA. Moreover, the antiviral effect of agshRNA is dependent on AGO2-processed guide RNA, which can load into the RNA-induced silencing complex (RISC). We also confirmed the antiviral effect of agshRNA in vivo. Together, this work develops a novel antiviral strategy that combines machine learning-based algorithm with agshRNA design to custom design antiviral agshRNAs with high efficiency.

2.
Sci Adv ; 9(40): eadi6586, 2023 10 06.
Article in English | MEDLINE | ID: mdl-37792941

ABSTRACT

Apoptotic inhibition and immune evasion have particular importance to efficient viral infection, while a dilemma often faced by viruses is that inhibiting apoptosis can up-regulate antiviral immune signaling. Herein, we uncovered that in addition to inhibiting caspase-8/extrinsic apoptosis, human cytomegalovirus (HCMV)-encoded UL36 suppresses interferon regulatory factor 3 (IRF3)-dependent immune signaling by directly targeting IRF3 to abrogate IRF3 interaction with stimulator of interferon genes or TANK-binding kinase 1 and inhibit IRF3 phosphorylation/activation. Although UL36-mediated caspase-8/extrinsic apoptosis inhibition enhances immune signaling, the immunosuppressing activity of UL36 counterbalances this immunoenhancing "side effect" undesirable for virus. Furthermore, we used mutational analyses to show that only the wild-type, but not the UL36 mutant losing either inhibitory activity, is sufficient to support effective HCMV replication in cells, showing the functional importance of the dual inhibition by UL36 for the HCMV life cycle. Together, our findings demonstrate a sophisticated mechanism by which HCMV tightly controls innate immune signaling and extrinsic apoptosis for efficient infection.


Subject(s)
Cytomegalovirus , Interferon Regulatory Factor-3 , Humans , Caspase 8 , Immune Evasion , Interferon Regulatory Factor-3/genetics , Interferon Regulatory Factor-3/metabolism , Signal Transduction
4.
Virol Sin ; 37(5): 656-663, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35589079

ABSTRACT

RNA-remodeling proteins, including RNA helicases and chaperones, play vital roles in the remodeling of structured RNAs. During viral replication, viruses require RNA-remodeling proteins to facilitate proper folding and/or re-folding the viral RNA elements. Coxsackieviruses B3 (CVB3) and Coxsackieviruses B5 (CVB5), belonging to the genus Enterovirus in the family Picornaviridae, have been reported to cause various infectious diseases such as hand-foot-and-mouth disease, aseptic meningitis, and viral myocarditis. However, little is known about whether CVB3 and CVB5 encode any RNA remodeling proteins. In this study, we showed that 2C proteins of CVB3 and CVB5 contained the conserved SF3 helicase A, B, and C motifs, and functioned not only as RNA helicase that unwound RNA helix bidirectionally in an NTP-dependent manner, but also as RNA chaperone that remodeled structured RNAs and facilitated RNA strand annealing independently of NTP. In addition, we determined that the NTPase activity and RNA helicase activity of 2C proteins of CVB3 and CVB5 were dependent on the presence of divalent metallic ions. Our findings demonstrate that 2C proteins of CVBs possess RNA-remodeling activity and underline the functional importance of 2C protein in the life cycle of CVBs.


Subject(s)
Enterovirus B, Human , RNA Helicases , Animals , Enterovirus B, Human/genetics , Nucleoside-Triphosphatase/genetics , RNA Helicases/genetics , RNA Helicases/metabolism , RNA, Viral/genetics , RNA, Viral/metabolism , Viral Nonstructural Proteins/genetics , Viral Nonstructural Proteins/metabolism , Virus Replication
5.
Nat Microbiol ; 7(7): 1041-1053, 2022 07.
Article in English | MEDLINE | ID: mdl-35637330

ABSTRACT

Immune evasion and inhibition of apoptosis are required for successful virus infection. However, inhibition of apoptosis can increase antiviral immune responses, which can then clear viral infections. Here we show that human cytomegalovirus (HCMV)-encoded UL37 exon-1 protein (UL37x1) not only inhibits apoptosis but also suppresses the cGAS-STING immune pathway. Using co-immunoprecipitation assays, we found that UL37x1 binds to TBK1 to abrogate the TBK1-STING-IRF3 interaction. Although the anti-apoptosis function of UL37x1 increases immune signalling, the immunosuppressive role of UL37x1 counteracts this undesirable side-effect. Furthermore, we used mutational analyses to show that the loss of either immunosuppressive or anti-apoptotic function of UL37x1 significantly reduced HCMV replication in human primary foreskin fibroblasts and humanized mice by over twofold. Finally, loss of both functions resulted in over fourfold reduction of HCMV replication in the same cell type and mouse model, showing that both UL37x1 functions are crucial for HCMV infection. We conclude that this sophisticated mechanism enables HCMV to control innate immunity and apoptosis to ensure efficient infection.


Subject(s)
Cytomegalovirus , Immediate-Early Proteins , Animals , Apoptosis , Humans , Immediate-Early Proteins/metabolism , Immune Evasion , Immunity, Innate , Mice , Viral Structural Proteins/metabolism , Virus Replication
6.
Nat Biomed Eng ; 6(3): 286-297, 2022 03.
Article in English | MEDLINE | ID: mdl-35314803

ABSTRACT

CRISPR-based assays for the detection of nucleic acids are highly specific, yet they are not fast, sensitive or easy to use. Here we report a one-step fluorescence assay for the detection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA in nasopharyngeal samples, with a sample-to-answer time of less than 20 minutes and a sensitivity comparable to that of quantitative real-time PCR with reverse transcription (RT-qPCR). The assay uses suboptimal protospacer adjacent motifs, allowing for flexibility in the design of CRISPR RNAs and slowing down the kinetics of Cas12a-mediated collateral cleavage of fluorescent DNA reporters and cis cleavage of substrates, which leads to stronger fluorescence owing to the accumulation of amplicons generated by isothermal recombinase polymerase amplification. In a set of 204 nasopharyngeal samples with RT-qPCR cycle thresholds ranging from 18.1 to 35.8, the assay detected SARS-CoV-2 with a sensitivity of 94.2% and a specificity of 100%, without the need for RNA extraction. Rapid and sensitive assays for nucleic acid testing in one pot that allow for flexibility in assay design may aid the development of reliable point-of-care nucleic acid testing.


Subject(s)
COVID-19 , RNA, Viral , COVID-19/diagnosis , CRISPR-Cas Systems , Humans , RNA, Viral/genetics , SARS-CoV-2/genetics , Sensitivity and Specificity
8.
Front Cell Infect Microbiol ; 11: 706252, 2021.
Article in English | MEDLINE | ID: mdl-34513728

ABSTRACT

The pandemic of COVID-19 by SARS-CoV-2 has become a global disaster. However, we still don't know how specific SARS-CoV-2-encoded proteins contribute to viral pathogenicity. We found that SARS-CoV-2-encoded membrane glycoprotein M could induce caspase-dependent apoptosis via interacting with PDK1 and inhibiting the activation of PDK1-PKB/Akt signaling. Our investigation further revealed that SARS-CoV-2-encoded nucleocapsid protein N could specifically enhance the M-induced apoptosis via interacting with both M and PDK1, therefore strengthening M-mediated attenuation of PDK1-PKB/Akt interaction. Furthermore, when the M-N interaction was disrupted via certain rationally designed peptides, the PDK1-PKB/Akt signaling was restored, and the boosting activity of N on the M-triggered apoptosis was abolished. Overall, our findings uncovered a novel mechanism by which SARS-CoV-2-encoded M triggers apoptosis with the assistance of N, which expands our understanding of the two key proteins of SARS-CoV-2 and sheds light on the pathogenicity of this life-threatening virus.


Subject(s)
COVID-19 , SARS-CoV-2 , Apoptosis , Humans , Membrane Glycoproteins , Nucleocapsid Proteins , Spike Glycoprotein, Coronavirus
9.
Theranostics ; 11(16): 8008-8026, 2021.
Article in English | MEDLINE | ID: mdl-34335977

ABSTRACT

Rationale: Children usually develop less severe symptoms responding to Coronavirus Disease 2019 (COVID-19) than adults. However, little is known about the molecular alterations and pathogenesis of COVID-19 in children. Methods: We conducted plasma proteomic and metabolomic profilings of the blood samples of a cohort containing 18 COVID-19-children with mild symptoms and 12 healthy children, which were enrolled from hospital admissions and outpatients, respectively. Statistical analyses were performed to identify molecules specifically altered in COVID-19-children. We also developed a machine learning-based pipeline named inference of biomolecular combinations with minimal bias (iBM) to prioritize proteins and metabolites strongly altered in COVID-19-children, and experimentally validated the predictions. Results: By comparing to the multi-omic data in adults, we identified 44 proteins and 249 metabolites differentially altered in COVID-19-children against healthy children or COVID-19-adults. Further analyses demonstrated that both deteriorative immune response/inflammation processes and protective antioxidant or anti-inflammatory processes were markedly induced in COVID-19-children. Using iBM, we prioritized two combinations that contained 5 proteins and 5 metabolites, respectively, each exhibiting a total area under curve (AUC) value of 100% to accurately distinguish COVID-19-children from healthy children or COVID-19-adults. Further experiments validated that all the 5 proteins were up-regulated upon coronavirus infection. Interestingly, we found that the prioritized metabolites inhibited the expression of pro-inflammatory factors, and two of them, methylmalonic acid (MMA) and mannitol, also suppressed coronaviral replication, implying a protective role of these metabolites in COVID-19-children. Conclusion: The finding of a strong antagonism of deteriorative and protective effects provided new insights on the mechanism and pathogenesis of COVID-19 in children that mostly underwent mild symptoms. The identified metabolites strongly altered in COVID-19-children could serve as potential therapeutic agents of COVID-19.


Subject(s)
COVID-19/blood , COVID-19/virology , Adult , COVID-19/epidemiology , COVID-19/immunology , Child , Child, Preschool , China/epidemiology , Female , Hospitalization , Humans , Male , Metabolomics/methods , Middle Aged , Proteomics/methods , SARS-CoV-2/isolation & purification
10.
Immunity ; 53(5): 1108-1122.e5, 2020 11 17.
Article in English | MEDLINE | ID: mdl-33128875

ABSTRACT

The coronavirus disease 2019 (COVID-19) pandemic is a global public health crisis. However, little is known about the pathogenesis and biomarkers of COVID-19. Here, we profiled host responses to COVID-19 by performing plasma proteomics of a cohort of COVID-19 patients, including non-survivors and survivors recovered from mild or severe symptoms, and uncovered numerous COVID-19-associated alterations of plasma proteins. We developed a machine-learning-based pipeline to identify 11 proteins as biomarkers and a set of biomarker combinations, which were validated by an independent cohort and accurately distinguished and predicted COVID-19 outcomes. Some of the biomarkers were further validated by enzyme-linked immunosorbent assay (ELISA) using a larger cohort. These markedly altered proteins, including the biomarkers, mediate pathophysiological pathways, such as immune or inflammatory responses, platelet degranulation and coagulation, and metabolism, that likely contribute to the pathogenesis. Our findings provide valuable knowledge about COVID-19 biomarkers and shed light on the pathogenesis and potential therapeutic targets of COVID-19.


Subject(s)
Coronavirus Infections/blood , Coronavirus Infections/pathology , Plasma/metabolism , Pneumonia, Viral/blood , Pneumonia, Viral/pathology , Adult , Aged , Aged, 80 and over , Betacoronavirus , Biomarkers/blood , Blood Proteins/metabolism , COVID-19 , Coronavirus Infections/classification , Coronavirus Infections/metabolism , Female , Humans , Machine Learning , Male , Middle Aged , Pandemics/classification , Pneumonia, Viral/classification , Pneumonia, Viral/metabolism , Proteomics , Reproducibility of Results , SARS-CoV-2
12.
Virol Sin ; 35(3): 321-329, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32500504

ABSTRACT

The ongoing outbreak of Coronavirus Disease 2019 (COVID-19) has become a global public health emergency. SARS-coronavirus-2 (SARS-CoV-2), the causative pathogen of COVID-19, is a positive-sense single-stranded RNA virus belonging to the family Coronaviridae. For RNA viruses, virus-encoded RNA helicases have long been recognized to play pivotal roles during viral life cycles by facilitating the correct folding and replication of viral RNAs. Here, our studies show that SARS-CoV-2-encoded nonstructural protein 13 (nsp13) possesses the nucleoside triphosphate hydrolase (NTPase) and RNA helicase activities that can hydrolyze all types of NTPs and unwind RNA helices dependently of the presence of NTP, and further characterize the biochemical characteristics of these two enzymatic activities associated with SARS-CoV-2 nsp13. Moreover, we found that some bismuth salts could effectively inhibit both the NTPase and RNA helicase activities of SARS-CoV-2 nsp13 in a dose-dependent manner. Thus, our findings demonstrate the NTPase and helicase activities of SARS-CoV-2 nsp13, which may play an important role in SARS-CoV-2 replication and serve as a target for antivirals.


Subject(s)
Betacoronavirus/metabolism , Bismuth/pharmacology , Methyltransferases/metabolism , Nucleoside-Triphosphatase/drug effects , RNA Helicases/drug effects , Salts/pharmacology , Viral Nonstructural Proteins/metabolism , Adenosine Triphosphatases/drug effects , Adenosine Triphosphatases/metabolism , Betacoronavirus/enzymology , Betacoronavirus/genetics , COVID-19 , Coronavirus Infections/virology , Humans , Methyltransferases/genetics , Nucleoside-Triphosphatase/genetics , Nucleoside-Triphosphatase/metabolism , Pandemics , Pneumonia, Viral/virology , RNA Helicases/genetics , RNA Helicases/metabolism , Recombinant Proteins , SARS-CoV-2 , Severe Acute Respiratory Syndrome , Viral Nonstructural Proteins/genetics , Virus Replication
15.
Front Microbiol ; 11: 600989, 2020.
Article in English | MEDLINE | ID: mdl-33424804

ABSTRACT

SARS-coronavirus-2-induced immune dysregulation and inflammatory responses are involved in the pathogenesis of coronavirus disease-2019 (COVID-19). However, very little is known about immune cell and cytokine alterations in specific organs of COVID-19 patients. Here, we evaluated immune cells and cytokines in postmortem tissues, i.e., lungs, intestine, liver, kidneys, and spleen of three patients with COVID-19. Imaging mass cytometry revealed monocyte, macrophage, and dendritic cell (DC) infiltration in the lung, intestine, kidney, and liver tissues. Moreover, in patients with COVID-19, natural killer T cells infiltrated the liver, lungs, and intestine, whereas B cells infiltrated the kidneys, lungs, and intestine. CD11b+ macrophages and CD11c+ DCs also infiltrated the lungs and intestine, a phenomenon that was accompanied by overproduction of the immunosuppressive cytokine interleukin (IL)-10. However, CD11b+ macrophages and CD11c+ DCs in the lungs or intestine of COVID-19 patients did not express human leukocyte antigen DR isotype. In contrast, tumor necrosis factor (TNF)-α expression was higher in the lungs, intestine, liver, and kidneys, but not in the spleen, of all COVID-19 patients (compared to levels in controls). Collectively, these findings suggested that IL-10 and TNF-α as immunosuppressive and pro-inflammatory agents, respectively,-might be prognostic and could serve as therapeutic targets for COVID-19.

16.
Natl Sci Rev ; 7(7): 1157-1168, 2020 Jul.
Article in English | MEDLINE | ID: mdl-34676128

ABSTRACT

The pandemic of the coronavirus disease 2019 (COVID-19) has become a global public health crisis. The symptoms of COVID-19 range from mild to severe, but the physiological changes associated with COVID-19 are barely understood. In this study, we performed targeted metabolomic and lipidomic analyses of plasma from a cohort of patients with COVID-19 who had experienced different symptoms. We found that metabolite and lipid alterations exhibit apparent correlation with the course of disease in these patients, indicating that the development of COVID-19 affected their whole-body metabolism. In particular, malic acid of the TCA cycle and carbamoyl phosphate of the urea cycle result in altered energy metabolism and hepatic dysfunction, respectively. It should be noted that carbamoyl phosphate is profoundly down-regulated in patients who died compared with patients with mild symptoms. And, more importantly, guanosine monophosphate (GMP), which is mediated not only by GMP synthase but also by CD39 and CD73, is significantly changed between healthy subjects and patients with COVID-19, as well as between the mild and fatal cases. In addition, dyslipidemia was observed in patients with COVID-19. Overall, the disturbed metabolic patterns have been found to align with the progress and severity of COVID-19. This work provides valuable knowledge about plasma biomarkers associated with COVID-19 and potential therapeutic targets, as well as an important resource for further studies of the pathogenesis of COVID-19.

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