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Marker-positive hepatocytes formed closely associated clusters with essentially no negative cells between them (Fig. 2G).
Transcript IDs from functionally associated clusters with an enrichment score >2.0 were consolidated and redundant genes removed.
After many cycles, the network ends up associating clusters with groups in the input data set.
The advantage of subspace clustering over traditional clustering is that it can associate clusters with gene arrangement patterns, preserving genomic information in the clusters produced.
The advantage of subspace clustering over traditional clustering is the ability to associate clusters with gene arrangement patterns, preserving genomic information in the clusters produced.
The first was a small gender-associated cluster, with the expected elevated expression of Y-linked genes in males, and of XIST in females.
Yet, cluster membership is unstable and only few sociodemographic factors were associated with cluster membership and cluster transition.
At least three ACIS sources are associated with cluster members with masses so small (roughly 1/20th of the Sun's mass), that they will evolve into brown dwarfs rather than true stars.
The factors associated with cluster size were not identical to those associated with clustering overall (5 ).
The top GO categories associated with Cluster 8 were genes associated with terpenoid metabolism and pigment biosynthesis (Table 1).
The higher error associated with cluster 5 indicates that additional regulatory complexity may be associated with this cluster of genes that is not captured by the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com