Identification and Classification of Hubs in microRNA Target Gene Networks in Human Neural Stem/Progenitor Cells following Japanese Encephalitis Virus Infection

Micro RNA dysregulation is observed in many viral diseases. RNA viruses modulate host miRNA machinery for their own benefit. JEV, a neurotropic RNA virus has been reported to manipulate several miRNAs in neuron or microglia. However, no report indicates a complete sketch of the miRNA profile of NSPCs contributing to viral persistence; hence being focused in our current study. We performed a miRNA array of 84 miRNAs in human neuronal progenitor cell line and primary neural precursor cells isolated from aborted foetus. Several fold down-regulation of hsa-miR-9-5p, hsa-miR-22-3p, hsa-miR-124-3p and hsa-miR-132-3p were found in both of the cells. Subsequently, we screened for the target genes of these miRNAs and looked for the important biological pathways the genes significantly regulate. Then we sorted out the target genes which are involved in two or more than two pathways. We constructed a protein-protein interaction (PPI) network of the miRNA target genes based on their interaction patterns. A binary adjacency matrix for each gene network was prepared. Different modules or communities were identified in those networks using community detection algorithms. Mathematically, we identified the hub genes by analyzing their degree centrality and participation co-efficient in the network. The hub genes were classified either as provincial (P<0.4) or connector hubs (P>0.4). We validated the expression of hub genes in both cell line and primary cells through qRT-PCR post JEV infection and respective miR-mimic transfection. Taken together, our findings highlight the importance of specific target gene networks of miRNAs affected by JEV infection in NSPCs. Importance JEV damages the neural stem/progenitor cell population of mammalian brain. However, JEV induced alteration in miRNA expression pattern of the cell population remains an open question, hence warrants our present study. In this study, we specifically address the down-regulation of four miRNAs and we prepared a protein-protein interaction network of miRNA target genes. We identified two types of hub genes in the PPI network namely connector hubs and provincial hubs. These two types of miRNA target hub genes critically influence the participation strength in the networks and thereby significantly influence up and down regulation in several key biological pathways. Computational analysis of the PPI networks identifies key protein interactions and hubs in those modules which opens up the possibility of precise identification and classification of host factors for viral infection in NSPCs and how RNA viruses modulate host miRNA machinery for their own benefit post JEV infection to the cells.

[1]  Donncha F. O’Brien,et al.  MicroRNA-22 Controls Aberrant Neurogenesis and Changes in Neuronal Morphology After Status Epilepticus , 2018, Front. Mol. Neurosci..

[2]  A. Basu,et al.  PLVAP and GKN3 Are Two Critical Host Cell Receptors Which Facilitate Japanese Encephalitis Virus Entry Into Neurons , 2018, Scientific Reports.

[3]  Hedong Li,et al.  New Insights: MicroRNA Function in CNS Development and Psychiatric Diseases , 2018, Current Pharmacology Reports.

[4]  C. Tirolo,et al.  microRNAs in Parkinson’s Disease: From Pathogenesis to Novel Diagnostic and Therapeutic Approaches , 2017, International journal of molecular sciences.

[5]  David R. O'Brien,et al.  MicroRNA Profiling Reveals Marker of Motor Neuron Disease in ALS Models , 2017, The Journal of Neuroscience.

[6]  A. Basu,et al.  The host microRNA miR-301a blocks the IRF1-mediated neuronal innate immune response to Japanese encephalitis virus infection , 2017, Science Signaling.

[7]  Maolin Zhang,et al.  Modulation of influenza A virus replication by microRNA‐9 through targeting MCPIP1 , 2017, Journal of medical virology.

[8]  A. Mahadevan,et al.  Japanese encephalitis virus induces human neural stem/progenitor cell death by elevating GRP78, PHB and hnRNPC through ER stress , 2017, Cell Death & Disease.

[9]  F. Middleton,et al.  A Comparative Review of microRNA Expression Patterns in Autism Spectrum Disorder , 2016, Front. Psychiatry.

[10]  A. Alwin Prem Anand,et al.  Role of miRNA-9 in Brain Development , 2016, Journal of experimental neuroscience.

[11]  A. Mahadevan,et al.  Tripartite containing motif 32 modulates proliferation of human neural precursor cells in HIV-1 neurodegeneration , 2015, Cell Death and Differentiation.

[12]  R. Chakravarty,et al.  Hepatitis B Virus Infection, MicroRNAs and Liver Disease , 2015, International journal of molecular sciences.

[13]  Huanchun Chen,et al.  MicroRNA-15b Modulates Japanese Encephalitis Virus–Mediated Inflammation via Targeting RNF125 , 2015, The Journal of Immunology.

[14]  Saumya Das,et al.  MicroRNA Therapeutics: the Next Magic Bullet? , 2015, Mini reviews in medicinal chemistry.

[15]  V. Caputo,et al.  The emerging role of MicroRNA in schizophrenia. , 2015, CNS & neurological disorders drug targets.

[16]  N. Ferrara,et al.  The emerging role of microRNAs in Alzheimer's disease , 2015, Front. Physiol..

[17]  A. Basu,et al.  MicroRNA‐29b modulates Japanese encephalitis virus‐induced microglia activation by targeting tumor necrosis factor alpha‐induced protein 3 , 2014, Journal of neurochemistry.

[18]  A. Rudensky,et al.  Inhibition of miR-146a prevents enterovirus-induced death by restoring the production of type I interferon , 2014, Nature Communications.

[19]  A. Mahadevan,et al.  MicroRNA 155 Regulates Japanese Encephalitis Virus-Induced Inflammatory Response by Targeting Src Homology 2-Containing Inositol Phosphatase 1 , 2014, Journal of Virology.

[20]  A. Mildner,et al.  RNA viruses can hijack vertebrate microRNAs to suppress innate immunity , 2013, Nature.

[21]  Lifang Jiang,et al.  miR-146a facilitates replication of dengue virus by dampening interferon induction by targeting TRAF6. , 2013, The Journal of infection.

[22]  A. Rice,et al.  miR-132 enhances HIV-1 replication. , 2013, Virology.

[23]  Hanzhong Wang,et al.  Human MicroRNA hsa-miR-296-5p Suppresses Enterovirus 71 Replication by Targeting the Viral Genome , 2013, Journal of Virology.

[24]  H. Ruohola-Baker,et al.  Regulation of stem cell populations by microRNAs. , 2013, Advances in experimental medicine and biology.

[25]  Shalini Sharma,et al.  Role of miR-132 in angiogenesis after ocular infection with herpes simplex virus. , 2012, The American journal of pathology.

[26]  Karen E. Johnson,et al.  Influenza A Virus Infection of Human Respiratory Cells Induces Primary MicroRNA Expression* , 2012, The Journal of Biological Chemistry.

[27]  Tae-Min Kim,et al.  A developmental taxonomy of glioblastoma defined and maintained by MicroRNAs. , 2011, Cancer research.

[28]  T. Sun,et al.  MicroRNA miR-9 Modifies Motor Neuron Columns by a Tuning Regulation of FoxP1 Levels in Developing Spinal Cords , 2011, The Journal of Neuroscience.

[29]  Hynek Wichterle,et al.  MicroRNA Regulation of Neural Stem Cells and Neurogenesis , 2010, The Journal of Neuroscience.

[30]  Olaf Sporns,et al.  Complex network measures of brain connectivity: Uses and interpretations , 2010, NeuroImage.

[31]  Wenlin Huang,et al.  Cellular MicroRNAs Inhibit Replication of the H1N1 Influenza A Virus in Infected Cells , 2010, Journal of Virology.

[32]  B. Cullen,et al.  The role of RNAi and microRNAs in animal virus replication and antiviral immunity. , 2009, Genes & development.

[33]  A. Farcomeni,et al.  MicroRNA profiling in human medulloblastoma , 2009, International journal of cancer.

[34]  Haifan Lin,et al.  MicroRNAs: key regulators of stem cells , 2009, Nature Reviews Molecular Cell Biology.

[35]  A. Basu,et al.  Japanese encephalitis virus infects neural progenitor cells and decreases their proliferation , 2008, Journal of neurochemistry.

[36]  R. Vibhakar,et al.  Regulation of cyclin dependent kinase 6 by microRNA 124 in medulloblastoma , 2008, Journal of Neuro-Oncology.

[37]  C. Stigloher,et al.  MicroRNA-9 directs late organizer activity of the midbrain-hindbrain boundary , 2008, Nature Neuroscience.

[38]  O. Sporns,et al.  Identification and Classification of Hubs in Brain Networks , 2007, PloS one.

[39]  M E J Newman,et al.  Modularity and community structure in networks. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[40]  Anton J. Enright,et al.  Materials and Methods Figs. S1 to S4 Tables S1 to S5 References and Notes Micrornas Regulate Brain Morphogenesis in Zebrafish , 2022 .

[41]  Lena Smirnova,et al.  Regulation of miRNA expression during neural cell specification , 2005, The European journal of neuroscience.

[42]  Oliver Hobert,et al.  A microRNA controlling left/right neuronal asymmetry in Caenorhabditis elegans , 2003, Nature.

[43]  V. Ambros,et al.  The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14 , 1993, Cell.