7 research outputs found

    Depletion of cellular proteins identified by qTUX-MS affect DENV titer.

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    <p>HeLa<sup>UPRT</sup> cells were transfected with either control or specific siRNAs and 48 hours post transfection were infected with DENV2, Ad5 or tested for cell viability (C). 40 hours post infection knockdown efficiencies were assessed at the mRNA levels (A), and DENV and Ad5 titers were determined (B). (<b>A</b>) mRNA levels were measured by RT-qPCR and quantified using the 2<sup>-ΔΔCt</sup> approach and normalized to β-actin mRNA levels. (<b>B</b>) DENV and Ad5 were collected at either 40 hpi or 30 hpi, respectively, and titers were determined by plaque assays. Average viral titers for DENV (dark grey) and Ad5 (white) are reported relative to the titer obtained from the control siRNA knockdown (Log10 = 0). Error bars represent ± standard error, p<0.05 (*) are shown. Absolute values for DENV and Ad5 titers are shown in <a href="http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0004921#pntd.0004921.s010" target="_blank">S6 Fig</a>. (<b>C</b>) Relative viability of non-infected cells was measured using an MTT assay (Invitrogen) 48 hours following knockdown by the indicated siRNAs.</p

    Isolation and identification of cellular proteins that associate with DENV RNA by qTUX-MS.

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    <p>(<b>A</b>) Diagram of the qTUX-MS method and SILAC labelling. Huh7.5<sup>UPRT</sup> cells labelled with the ‘light’ (red) or ‘heavy’ (blue) amino acids are infected with DENV or treated with mock, respectively, in the presence of 4TU. 4sU is incorporated into cellular and DENV RNAs and proteins are UV cross-linked to the contacting thio-containing RNA (represented as either balls to indicate native conformation or curved lines to indicate denatured proteins) in living cells at 28 hpi prior to cell lysis under denaturing conditions. Viral ribonucleoprotein complexes were isolated using DNA molecules complementary to DENV RNA bound to magnetic beads, the RNA was degraded with RNase A and the proteins were identified by mass spectrometry. (<b>B</b>) Workflow for quantitative proteomic analysis of RNA-bound host factors isolated in (A). Isolated proteins were mixed between mock and virus-infected samples, digested into peptides, and analysed by mass spectrometry. Relative ‘light’ and ‘heavy’ peptide abundances were quantified to determine the specificity of interaction. Host factor candidates were identified and subjected to functional validation.</p

    DENV virus infection induces differential expression of selected protein classes.

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    <p>(<b>A</b>) Comparison of 4,907 log<sub>2</sub> DENV/Mock host protein abundance ratios between replicate experiments (R1 and R2). Black dots, proteins that were quantified with < 50% variance between replicates. (<b>B</b>) Comparison of log<sub>10</sub> relative abundances of all host proteins (grey circles) to proteins annotated in the Transporter (blue circles, N = 209), RNA binding (yellow circles, N = 522), and ubiquitin proteasome pathway (orange circles, N = 44). Abundance ratios are plotted in increasing magnitude and expressed as a fraction of the total number of proteins. (<b>C</b>) Reactome functional interaction networks of proteins annotated in the transporter PANTHER protein class ontology. Four sub-networks (≥ 3 proteins per network) containing 71 proteins were formed. Nodes labeled with gene symbols and colored by relative log2 protein abundance. Clusters are labeled with representative transporter classes.</p

    Functional network of known and putative host factors interacting with DENV RNA identified by qTUX-MS.

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    <p>Ninety-three host proteins identified by qTUX-MS were analyzed by the Reactome FI Cytoscape plugin. Network nodes are labeled with gene symbols and color-coded by broad functional classes</p

    Comparison of DENV/MOCK qTUX-MS protein enrichment and whole cell expression.

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    <p>(<b>A</b>) Scatter plot comparison of the relative log<sub>2</sub> total cell protein abundance versus the relative log<sub>2</sub> qTUX-MS enrichment for 93 proteins quantified by qTUX-MS. Grey and red circles, known pro- & anti-viral factors and known vRNA-binding proteins, respectively; red and black squares, putative factors with RNA binding annotation and putative host factors with other annotation, respectively. (B) Venn diagram representing the overlap between the cellular factors identified to bind DENV RNA (this study) and the proteins previously described to bind poliovirus RNA [<a href="http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0004921#pntd.0004921.ref015" target="_blank">15</a>]. The proteins found in both studies are listed above the diagram.</p

    Knockdown of qTUX-MS host factors reduces DENV RNA levels.

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    <p>Cells were infected with DENV 48 hours following siRNA transfections and collected 40 hpi. Total RNA was extracted from the cells and viral RNA levels were determined using qRT-PCR analysis. Each bar represents an average value of the viral RNA normalized to β-actin mRNA levels from at three independent experiments in the indicated host factor depleted cells relative to control siRNA knockdown. Error bars represent ± standard deviation, p<0.05 (*), p<0.01 (**) are shown.</p
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