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Many approaches identify highly connected compound nodes in the graph, or hub compounds, which appear in many different reactions.
The purpose is to enlarge weight differences between highly and weakly connected compound nodes.
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For example, excluding highly connected compounds to avoid currency compounds may also exclude compounds that play a significant role in pathways (e.g., pyruvate).
In Croes et al. [31], the weight of compound vertices is set equal to the degree of the compound in the network, biasing the search against going through highly connected compounds.
Araki et al. refers to a paper by Barabasi and Oltvai [38], which suggests that highly connected compounds that are not currency metabolites are critical in linking together many compounds in the metabolic network.
By including these highly connected compounds as first intermediates, the M-path algorithm can shorten the number of reaction steps needed to reach the target compound and improve the performance of the search.
This is a simple way to exclude spurious links via highly connected compounds, such as water or adenosine triphosphate.
The second policy ('compound degree weight') penalizes highly connected compounds by assigning to each compound a weight equal to its degree, whilst setting to each reaction a weight of one.
Days before the raid, Shamraiz was called over to the house to prepare the large connecting compound so that it could be planted with crops.
That element is cast as a narrative in a way that connects compound abstract words with specific persons and specific transactions.
Predict interacting compound protein pairs by connecting compounds and proteins which are closer than a threshold in the pharmacological space.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com