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The top 20 degree-based hubs were enriched in pathways related to the cell cycle and cancer, which is likely due to the fact that proteins involved in these processes tend to be highly connected in general. CHAT was used to identify and compare contextual and degree-based hubs in this network. In a case study, we use CHAT to construct a network of genes that are differentially expressed in Dengue fever, a viral infection. genes or proteins that are differentially expressed) than expected by chance. Here, we report a Cytoscape app, the Contextual Hub Analysis Tool (CHAT), which enables users to easily construct and visualize a network of interactions from a gene or protein list of interest, integrate contextual information, such as gene expression or mass spectrometry data, and identify hub nodes that are more highly connected to contextual nodes (e.g. The relative importance of a hub node, however, can change depending on the biological context. Traverse the corporately branded landscape, chat up other taggers, and discover secrets and idiots along the way.Highly connected nodes (hubs) in biological networks are topologically important to the structure of the network and have also been shown to be preferentially associated with a range of phenotypes of interest. "Roam a tiny island stuck on a sludge covered planet as an upcoming tagger GHOST set on staking their claim amongst the graffiti elite. " Sludge Life is a first-person, open-world, vandalism-centric stroll through a polluted island full of cranky idiots and a vibe so thick you can taste it," reads an official blurb about the game. This deal has since expired, and since the game's release, it also has come to Nintendo Switch. Sludge Life debuted in 2021 as a PC exclusive, and was rather notably free to download on the Epic Games Store for a whole year. Made by duo Adam "Doseone" Drucker and Terri Vellmann, and published by Devolver Digital, it served as the pair's sophmore effort after releasing High Hell in 2017. Sludge Life is pitched as a first-person open-world hame with a focus on graffiti and vandalism.















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