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1.
2.
J Biomol Struct Dyn ; 40(13): 5868-5879, 2022 08.
Article in English | MEDLINE | ID: mdl-33506741

ABSTRACT

The current pandemic resulted from SARS-CoV-2 still remains as the major public health concern globally. The precise mechanism of viral pathogenesis is not fully understood, which remains a major hurdle for medical intervention. Here we generated an interactome profile of protein-protein interactions based on host and viral protein structural similarities information. Further computational biological study combined with Gene enrichment analysis predicted key enriched pathways associated with viral pathogenesis. The results show that axon guidance, membrane trafficking, vesicle-mediated transport, apoptosis, clathrin-mediated endocytosis, Vpu mediated degradation of CD4 T cell, and interferon-gamma signaling are key events associated in SARS-CoV-2 life cycle. Further, degree centrality analysis reveals that IRF1/9/7, TP53, and CASP3, UBA52, and UBC are vital proteins for IFN-γ-mediated signaling, apoptosis, and proteasomal degradation of CD4, respectively. We crafted chronological events of the virus life cycle. The SARS-CoV-2 enters through clathrin-mediated endocytosis, and the genome is trafficked to the early endosomes in a RAB5-dependent manner. It is predicted to replicate in a double-membrane vesicle (DMV) composed of the endoplasmic reticulum, autophagosome, and ERAD machinery. The SARS-CoV-2 down-regulates host translational machinery by interacting with protein kinase R, PKR-like endoplasmic reticulum kinase, and heme-regulated inhibitor and can phosphorylate eIF2a. The virion assembly occurs in the ER-Golgi intermediate compartment (ERGIC) organized by the spike and matrix protein. Collectively, we have established a spatial link between viral entry, RNA synthesis, assembly, pathogenesis, and their associated diverse host factors, those could pave the way for therapeutic intervention.


Subject(s)
COVID-19 , Host-Pathogen Interactions , SARS-CoV-2 , COVID-19/virology , Clathrin/genetics , Clathrin/metabolism , Endocytosis , Humans , SARS-CoV-2/pathogenicity , SARS-CoV-2/physiology , Virus Replication
3.
Comput Struct Biotechnol J ; 18: 3734-3744, 2020.
Article in English | MEDLINE | ID: mdl-33200027

ABSTRACT

The emergence and continued spread of SARS-CoV-2 have resulted in a public health emergency across the globe. The lack of knowledge on the precise mechanism of viral pathogenesis is impeding medical intervention. In this study, we have taken both in silico and in vitro experimental approaches to unravel the mechanism of viral pathogenesis associated with complement and coagulation pathways. Based on the structural similarities of viral and host proteins, we initially generated a protein-protein interactome profile. Further computational analysis combined with Gene Ontology (GO) analysis and KEGG pathway analysis predicted key annotated pathways associated with viral pathogenesis. These include MAPK signaling, complement, and coagulation cascades, endocytosis, PD-L1 expression, PD-1 checkpoint pathway in cancer and C-type lectin receptor signaling pathways. Degree centrality analysis pinned down to MAPK1, MAPK3, AKT1, and SRC are crucial drivers of signaling pathways and often overlap with the associated pathways. Most strikingly, the complement and coagulation cascade and platelet activation pathways are interconnected, presumably directing thrombotic activity observed in severe or critical cases of COVID-19. This is complemented by in vitro studies of Huh7 cell infection and analysis of the transcriptome and proteomic profile of gene candidates during viral infection. The most known candidates associated with complement and coagulation cascade signaling by KEGG pathway analysis showed significant up-regulated fold change during viral infection. Collectively both in silico and in vitro studies suggest complement and coagulation cascade signaling are a mechanism for intravascular coagulation, thrombotic changes, and associated complications in severe COVID-19 patients.

4.
Vaccines (Basel) ; 8(2)2020 Jun 19.
Article in English | MEDLINE | ID: mdl-32575459

ABSTRACT

Type I interferon (IFN-I) plays a pivotal role during viral infection response in the central nervous system (CNS). The IFN-I can orchestrate and regulate most of the innate immune gene expression and myeloid cell dynamics following a noncytopathic virus infection. However, the role of IFN-I in the CNS against viral encephalitis is not entirely clear. Here we have implemented the combination of global differential gene expression profiling followed by bioinformatics analysis to decipher the CNS immune response in the presence and absence of the IFN-I signaling. We observed that vesicular stomatitis virus (VSV) infection induced 281 gene changes in wild-type (WT) mice primarily associated with IFN-I signaling. This was accompanied by an increase in antiviral response through leukocyte vascular patrolling and leukocyte influx along with the expression of potent antiviral factors. Surprisingly, in the absence of the IFN-I signaling (IFNAR-/- mice), a significantly higher (1357) number of genes showed differential expression compared to the WT mice. Critical candidates such as IFN-γ, CCL5, CXCL10, and IRF1, which are responsible for the recruitment of the patrolling leukocytes, are also upregulated in the absence of IFN-I signaling. The computational network analysis suggests the presence of the IFN-I independent pathway that compensates for the lack of IFN-I signaling in the brain. The analysis shows that TNF-α is connected maximally to the networked candidates, thus emerging as a key regulator of gene expression and recruitment of myeloid cells to mount antiviral action. This pathway could potentiate IFN-γ release; thereby, synergistically activating IRF1-dependent ISG expression and antiviral response.

5.
Methods Mol Biol ; 1707: 121-129, 2018.
Article in English | MEDLINE | ID: mdl-29388104

ABSTRACT

Binding of antigen to the B cell receptor (BCR) triggers both BCR signaling and endocytosis simultaneously. BCR signaling pathways and their regulation have been studied extensively by both biochemical methods and flow cytometry, resulting in a comprehensive understanding of the temporal dynamics of the signaling enzymes and effector proteins. However, spatial regulation of these signaling pathways in subcellular pathways is relatively poorly understood. Here, we describe a method to study the spatio-temporal distribution of phosphorylated-kinases in antigen-activated B cells by confocal microscopy. This method can also be applied to other cell types where it is of interest to understand the spatial distribution of signaling enzymes and their effector proteins.


Subject(s)
B-Lymphocytes/immunology , Lymphocyte Activation , Receptors, Antigen, B-Cell/immunology , Signal Transduction/immunology , Animals , B-Lymphocytes/cytology , Mice , Microscopy, Confocal/methods
6.
Toxicol Sci ; 150(2): 473-87, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26801583

ABSTRACT

Silver nanoparticles (AgNPs) are incorporated into medical and consumer products to exploit their excellent antimicrobial properties; however, potential mechanisms of toxicity of AgNPs in mammalian cells are not fully understood. The objective of this study was to determine the mechanism of size- and concentration-dependent cytotoxicity of AgNPs in human liver-derived hepatoma (HepG2) cells. Mechanisms of toxicity were explored at subcytotoxic concentrations (≤10 µg/ml AgNPs) and autophagy induction, lysosomal activity, inflammasome-dependent caspase-1 activation, and apoptosis were examined. Using enhanced dark-field light microscopy, hyperspectral imaging, electron microscopy, and energy dispersive X-ray spectroscopy, AgNPs were shown to rapidly accumulate in cytoplasmic vesicles for up to 24 h and 10-nm AgNPs exhibited the highest uptake and accumulation. Autophagy and enhanced lysosomal activity were induced at noncytotoxic concentrations (1 µg/ml; primary particle size:10 > 50 >100 nm), whereas increased caspase-3 activity (associated with apoptosis) was observed at cytotoxic concentrations (10, 25, and 50 µg/ml). Subcytotoxic concentrations of AgNPs enhanced expression of LC3B, a pro-autophagic protein, and CHOP, an apoptosis inducing ER-stress protein, and activation of NLRP3-inflammasome (caspase-1, IL-1ß). Disrupting the autophagy-lysosomal pathway through chloroquine or ATG5-siRNA exacerbated AgNPs-induced caspase-1 activation and lactate dehydrogenase release, suggesting that NLRP3-inflammasome plays an important role in AgNPs-induced cytotoxicity. Overall, 10-nm AgNPs showed the highest cellular responses compared with 50- and 100-nm AgNPs based on equal mass dosimetry. The results indicate the potential of vesicle-engulfed 10-nm AgNPs to induce cytotoxicity by a mechanism involving perturbations in the autophagy-lysosomal system and inflammasome activation.


Subject(s)
Autophagy/drug effects , Inflammasomes/metabolism , Lysosomes/drug effects , Metal Nanoparticles/toxicity , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism , Silver/toxicity , Apoptosis/drug effects , Cell Culture Techniques , Cell Survival/drug effects , Dose-Response Relationship, Drug , Flow Cytometry , Hep G2 Cells , Humans , Lysosomes/ultrastructure , Metal Nanoparticles/chemistry , Microscopy, Confocal , Microscopy, Electron, Transmission , Microscopy, Fluorescence , Particle Size , Silver/chemistry
7.
Nanotoxicology ; 10(6): 654-61, 2016 08.
Article in English | MEDLINE | ID: mdl-26593872

ABSTRACT

We examined the distribution of silver in pregnant mice and embryos/fetuses following intravenous injections of 10 nm silver nanoparticles (AgNPs) or soluble silver nitrate (AgNO3) at dose levels of 0 (citrate buffer control) or 66 µg Ag/mouse to pregnant mice on gestation days (GDs) 7, 8 and 9. Selected maternal tissues and all embryos/fetuses from control, AgNP- and AgNO3-treated groups on GD10 and control and AgNP-treated groups on GD16 were processed for the measurement of silver concentrations, intracellular AgNP localization, histopathology and gross examination of tissue morphology. Inductively-coupled plasma mass spectrometry revealed silver in all examined tissues following either AgNP or AgNO3 treatment, with highest concentrations of silver in maternal liver, spleen and visceral yolk sac (VYS), and lowest concentrations in embryos/fetuses. For VYS, mean silver concentration following AgNO3 treatment (4.87 ng Ag/mg tissue) was approximately two-fold that following AgNP treatment (2.31 ng Ag/mg tissue); for all other tissues examined, mean silver concentrations following either AgNP or AgNO3 treatment were not significantly different from each other (e.g. 2.57 or 2.84 ng Ag/mg tissue in maternal liver and 1.61 or 2.50 ng Ag/mg tissue in maternal spleen following AgNP or AgNO3 treatment, respectively). Hyperspectral imaging revealed AgNP aggregates in maternal liver, kidney, spleen and VYS from AgNP-treated mice, but not AgNO3-treated mice. Additionally, one or more embryos collected on GD10 from eight of ten AgNP-treated mice appeared small for their age (i.e. Theiler stage 13 [GD8.5] or younger). In the control group (N = 11), this effect was seen in embryos from only one mouse. In conclusion, intravenous injection of 10 nm AgNPs to pregnant mice resulted in notable silver accumulation in maternal liver, spleen and VYS, and may have affected embryonic growth. Silver accumulation in embryos/fetuses was negligible.


Subject(s)
Embryonic Development/drug effects , Maternal Exposure/adverse effects , Metal Nanoparticles/analysis , Silver/analysis , Silver/pharmacokinetics , Yolk Sac/chemistry , Animals , Female , Gestational Age , Kidney/chemistry , Kidney/metabolism , Metal Nanoparticles/toxicity , Mice , Pregnancy , Silver/toxicity , Silver Nitrate/analysis , Silver Nitrate/pharmacokinetics , Silver Nitrate/toxicity , Spleen/chemistry , Spleen/metabolism , Tissue Distribution , Viscera/chemistry , Viscera/metabolism , Yolk Sac/metabolism
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