Nevertheless, for conservative threshold selections, e.g., cut-offs above the 75th percentile, I have found that hubs detected as highly significant will consistently appear as top-ranked genes in different network generation settings.
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Selecting biologically informative genes in co-expression networks with a centrality score.
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