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SubtitleText | Selecting malignant cells |
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AnchorName | Selecting malignant cells |
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The number of selected cells is indicated in the Selection section of the menu.
- Select Classify selection (Figure 14)
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SubtitleText | Classifying selected cells |
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AnchorName | Classifying cells |
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A dialog to give the classification a name will appear.
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SubtitleText | Classifying selection |
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AnchorName | Classifying cells |
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Once cells have been classified, the classification is added to the Classifications section of the panel. The number of cells belonging to the classiciation is listed; in Astrocytoma 2, there are 253 malignant cells (Figure 15).
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SubtitleText | The number of cells in each classification is displayed in the classification section. |
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AnchorName | Viewing classifications |
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Classifications made on the t-SNE plot are retained as a draft until you exit the t-SNE task report. The
Save classifications button runs a task,
Classify cells, which generates a new
Classified cells data node. In this tutorial, we will classify malignant cells for each sample before we save the classifications, but if necissary, you can run
Classify cells for one sample, exit the t-SNE task report, and continue classifying the next sample later starting with the
Classified cells data node.
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SubtitleText | Classifying malignant cells |
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AnchorName | Classifying cells |
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- Select Classify selection
- Type Malignant or select Malignant from the prompt (Figure 17)
- Select Save
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SubtitleText | Adding cells in a second sample to an existing classification |
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AnchorName | Classifying cells as an existing classification |
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- Repeat these steps for each of the 5 6 astrocytoma and 3 4 oligodendroglioma samples
Once all samples have been classified, it is useful to check the number of cells in each sample assigned to each classification.
- Select Classification summary Summary (Figure 18)
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SubtitleText | Navigating to the classification summary |
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AnchorName | Navigating to classification summary |
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The classifications summary lists every sample, the number of cells in the sample, and the number of cells in each classification, and the percentage of cells in each sample that belong to each classification (Figure 19).
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SubtitleText | Viewing the classification summary |
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AnchorName | Classification summary |
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With the malignant cells in every sample classified, it is time to save the classifications.
- Select Save Click Apply classifications
- Select Save Apply when asked to confirm
The pipeline view will open and the Classify cells tasks will run, generating a Classified groups data node (Figure 20).
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SubtitleText | The Classify cells tasks generates a Classified groups data node |
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AnchorName | Classify cells task |
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One multi-sample t-SNE plot
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- Select the Single cell data data node
- Select t-SNE from the Visualizations Exploratory anlaysis section of the task menu
- Select Configure on the t-SNE dialog (Figure 21)
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SubtitleText | Accessing the t-SNE advanced options |
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AnchorName | Accessing advanced options |
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- Deselect Click the Split cells by sample option under MiscSelect Misc to uncheck it
- Click Apply (Figure 22)
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SubtitleText | Setting t-SNE to plot all samples together |
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AnchorName | Setting t-SNE to plot all samples together |
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- Select Click Finish to run the t-SNE task
The t-SNE task will be added as a new green layer in the analysis tab (Figure 23).
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SubtitleText | All samples t-SNE task is added as a new layer |
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AnchorName | t-SNE task new layer |
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