Partek Flow Documentation

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maxLevel2
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excludeAdditional Assistance

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  • Click Configure to access the advanced options
  • Set Number of principal components to 10 (Figure 8)

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SubtitleTextConfigure Graph-based clustering
AnchorNameConfigure Graph-based clustering

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The Number of principal components should be set based on the your examination of the Scree plot and component loadings table. The default value of 100 is likely exhaustive for most data sets, but may introduce noise that reduces the resolution of clustering (fewer clusters identified). 

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The Graph-based clustering task report lists the number of clusters and what proportion of cells fall into each cluster. It also includes a cluster biomarkers table. This lists the top-10 genes that distinguish each cluster from the others (Figure 9).

 

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SubtitleTextGraph-based clustering results
AnchorNameGraph-based clustering results

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We will use t-SNE to visualize the results of Graph-based clustering.

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  • Click Configure to access the advanced options
  • Set Number of principal components to 10 
  • Click Apply
  • Click Finish to run (Figure 10)

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SubtitleTextt-SNE configuration
AnchorNamet-SNE configuration

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A new t-SNE task node will be produced.

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