WebJan 1, 2024 · Using Cytohubba centrality analysis, Genes and their regulators were subjected to five different statistical methods (Maximal Clique Centrality (MCC), Maximum Neighborhood Component (MNC), Stress, Density of Maximum Neighborhood Component (DMNC), and Degree) to identify their connectivity (Chin et al., 2014). DE-centrality hub … WebThe plug-in CytoHubba (version 1.6) in Cytoscape was used to explore significant genes in the PPI network, and the genes with most interactions were referred as hub genes, which might play core roles in the disease pathogenesis. 17 We used Maximal Clique Centrality (MCC) to calculate the hub genes. Results Identification of DEGs
Did you know?
WebIn the comparisons, 932 and 384 overlapping transcripts were consistently up- and down-regulated, respectively. Combining the results of protein-protein interaction network analysis MCODE and CytoHubba, 55 up-regulated hub genes from four clusters and 9 down-regulated genes were identified. WebMar 4, 2024 · A plugin named cytoHubba was introduced to screen hub genes of PPI network in Cytoscape. CytoHubba can provide 12 topological analysis methods including Betweenness, BottleNeck, Closeness, Clustering Coefficient, Degree, DMNC, EcCentricity, EPC, MCC, MNC, Radiality and Stress based on shortest paths . Results. Normalization …
WebJul 30, 2024 · Stress is a state of the body a non-specific response to any demand for change. Cancer had a deep relation with stress. Activation of the stress response and exposure to the associated hormones could promote the growth and spread of tumors. The immune system can be important for finding and eliminating cancer cells.
WebThe CYBA gene provides instructions for making a protein called the cytochrome b-245 alpha chain (also known as p22-phox). This protein is one part (subunit) of a group of … WebAug 8, 2024 · Twelve methods in cytoHubba (Betweenness, BottleNeck, Closeness, Clustering Coefficient, Degree, DMNC, EcCentricity, EPC, MCC, MNC, Radiality, and Stress) were used to rank and evaluate the hub genes, and to finally generate the hub gene network; DAVID was used for hub gene enrichment analysis of GO, and KEGG further …
WebFinally, the hub genes were screened from the PPI network using the MCC algorithm of CytoHubba plugin. ... Functional enrichment analysis indicated that DEGs were mainly …
WebJan 7, 2024 · Figure 3.Screen of upregulated overlapping DEGs for key genes. (A,B) Top 15 upregulated overlapping DEGs analyzed with the stress (A) and betweenness (B) algorithms of cytoHubba plugin in Cytoscape, shown in yellow, orange, and red in the middle of the circle. Different colors represent different connectivity with other genes in … can a 11 year old get snapchatWebMar 17, 2024 · Combining multiple ML and cytohubba algorithms yielded 11 relevant genes. ... (Figure 5), in order to further screen for key hub genes, the Stress, MCC, Degree, EPC, EcCentricity, Radiality, Closeness and Betweenness algorithms were used to calculate the associated gene scores (Supplementary Figure S2A–G). can a 11 year old girl date a 12 year old boyWebFeb 22, 2024 · We used algorithms of Cytohubba, molecular complex detection, Lasso logistic regression, and support vector machine to identify the key biomarkers. ... Cardiac myocytes have elevated levels of THBS1 in response to stress stimulation 15 and THBS1 can release active TGF-β and trigger fibrosis. 16 This trial demonstrates that THBS1 is … can a 11 year old become pregnantWebMar 14, 2024 · Stress cardiomyopathy (SCM) is a transient reversible left ventricular dysfunction that more often occurs in women. ... CRP, ALB, APOE, APOB, MFGE8, GAPDH, and PLAT, finally utilizing the cytoHubba plug-in to determine APOE, MFGE8, ALB, APOB, SAA1, A2M, and C3 as the hub gene, as shown in Figure 8 and Table 4. … can a 11 year old have a bank accountWebExplore important nodes/hubs and fragile motifs in an interactome network by several topological algorithms including Degree, Edge Percolated Component (EPC), Maximum … can a 11 year old get a job ukWebfrom publication: cytoHubba: Identifying hub objects and sub-networks from complex interactome Background Network is a useful way for presenting many types of biological data including protein ... can a 11 year old join a gymWebNov 26, 2024 · The key genes were output by the four algorithms' maximum neighborhood component (MNC), degree, maximal clique centrality (MCC), and stress in cytoHubba … can a 11 year old have instagram