Making heatmap for pseudotime with clusters annotation
0
0
Entering edit mode
2.5 years ago

Hello,

I'm currently trying to do heatmap of selected gene expression through my pseudotime.

What I have done currently , is to first create a dataframe with my cells and gene expression value. Then I have order my cells based on my pseudotime.

Now I can plot my heatmap, but the problem is that I don't have the clusters of reference for my cells. I don't know how I can integrate it into my heatmap.

Here is what I want to do :

heatmap image

(Figures F-G-H)

Thank you very much

clusters pseudotime heatmap • 1.5k views
ADD COMMENT
0
Entering edit mode

Are you doing this in Python or R? You also may want to include a sample of your code so we know what you've done so far.

ADD REPLY
0
Entering edit mode

Sorry i was not precise . It's on R . i'm actually trying to plot this heatmap

enter image description here

In that heatmap , the cells have been ordered according to heir pseudotime . Actually what i have done , is first extrating my matrix ( metadata who came from seurat object )

enter image description here

here , each cells have been ordered according to their pseudotime ( first row ) .

And here is my expression matrix enter image description here

once again the cells in rownames , have been ordered according to the pseudotime. So what i want to do is to compute a heatmap with my expression matrix, but also include in that heatmap the clusters of origin of my cells like what they have done in the figure .

ADD REPLY
0
Entering edit mode

Look into ComplexHeatmap - that's probably what that paper has used. You'll need to create a Heatmap() object with the expression data and use the clusters of origin as a rowAnnotation.

Learning how to do this will be a good exercise for you. See examples here: https://jokergoo.github.io/ComplexHeatmap-reference/book/heatmap-annotations.html#block-annotation

ADD REPLY

Login before adding your answer.

Traffic: 1763 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6