A549, HEK293T, HeLa, and U87MG cells were cultured in 10% FCS/DMEM (Hyclone SH30022.01). NTERT and pulmonary artery smooth muscles cells were cultured in Keratinocyte serum-free media (Life Technologies 17005042) and SmGMTM-2 smooth muscle cell growth medium-2 (Lonza Bioscience CC-3182), respectively. They were subcultured with trypsin in the same way as HAECs.
In order to keep only the most variable genes, genes with a log2FC above a certain threshold and a corresponding adjusted p value below 0.05 in any DESeq2 analysis performed were kept. The threshold on the log2FC was set to 0.5 for the HAECs stimulated with IL-1β RNA-seq, while the threshold for the HAECs infected by Dengue and Zika virus was set to 1. Genes were scaled to be centered on 0 with a unit variance. When approximation of the scaled matrix to a scale-free network by soft-thresholding was possible, the modules were obtained by hierarchical clustering on the computed topology overlap matrix of dissimilarity using R packages WGCNA90 and DynamicTreeCut91. When the approximation was not possible, the hierarchical clustering was directly made on the scaled matrix. The pathway enrichment for each module was made based on the gene ontology biological process database PANTHER70 or Enrichr68,69. Plots were made using library ggplot292 and heatmaps using library pheatmap93.
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After the global financial crisis of 2007-08, policies similar to those undertaken by Japan were used by the United States, the United Kingdom, and the Eurozone. Quantitative easing was used by these countries because their risk-free short-term nominal interest rates (termed the federal funds rate in the US, or the official bank rate in the UK) were either at or close to zero. According to Thomas Oatley, "QE has been the central pillar of post-crisis economic policy."[3]
21 IV-64 (406) IV. PRODUCT, PROCESS, & SERVICE DESIGN R & M / PREVENTIVE MAINTENANCE III.E.1 Preventive Maintenance (Continued) Hazard rate Increasing hazard rate. Scheduled replacement of a part will reduce the probability of failures. Time Hazard rate Time Increasing hazard rate with near failure free life. Scheduled maintenance will ensure near failure free probability.
26 X-13 (1035) X. STATISTICAL APPLICATIONS VI.D.2 STATISTICAL DECISION MAKING / HYPOTHESIS TESTING Hypothesis Tests for Means (Continued) Student s t Test The student s t distribution is used for making inferences about a population mean when the population variance σ 2 is unknown and the sample size n is small. A sample size of 30 is normally the crossover point between the t and Z tests. The test statistic formula is: X - 0 t = sx n X = The sample mean μ 0 = The target value or population mean s x = The sample standard deviation n = The number of test samples The null and alternative hypotheses are the same as were given for the Z test. The degrees of freedom is determined by the number of samples, n, and is simply: d.f. = n - 1
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