Are G1/S transition cells not labeled in cyclone?
Closed this issue · 2 comments
giovanegt commented
Hi all,
Thank you for this awesome tool. It is really useful.
I am running cyclone on my scRNA seq data. I noticed the I have cells on G1, S or G2/M but not G1/S transition, and I expected to have several cells on G1/S transition. Can't cyclone label cells on G1/S transition?
What happens to the G1/S transitioning cells within cyclone classifier? Are they labeled as S-phase cells?
Can you separate G2-phase cells from M-phase cells with cyclone?
Appreciate the feedback.
Best,
antoscial commented
Hello,
Thanks for your email and your interest in the tool.
Cyclone will only classify cells in G1, S or G2M, since these were the labels included in the training dataset - so you can’t distinguish G2- from M-phase cells (unless you have a separate dataset for training).
To identify cells that might be at G1/S transition, you would have to look at the individual scores calculated by cyclone: cells at G1/S transition will have a G1 score approximately equal to the S score (and much greater than the G2M score).
All the best,
Antonio
… On 17. Feb 2021, at 21:56, GT ***@***.***> wrote:
Hi all,
Thank you for this awesome tool. It is really useful.
I am running cyclone on my scRNA seq data. I noticed the I have cells on G1, S or G2/M but not G1/S transition, and I expected to have several cells on G1/S transition. Can't cyclone label cells on G1/S transition?
What happens to the G1/S transitioning cells within cyclone classifier? Are they labeled as S-phase cells?
Can you separate G2-phase cells from M-phase cells with cyclone?
Appreciate the feedback.
Best,
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giovanegt commented
Thanks for the clarification.Appreciate it.