SingleR-inc / SingleR

Clone of the Bioconductor repository for the SingleR package.
https://bioconductor.org/packages/devel/bioc/html/SingleR.html
GNU General Public License v3.0
176 stars 19 forks source link

Split conditions and annotate #278

Open feanaros opened 1 week ago

feanaros commented 1 week ago

Hello team I would like to split my dataset by condition and annotate the cell types using SingleR. Is there a way to visualize or compare the differences in cell type annotations between the two conditions?

j-andrews7 commented 1 week ago

There is no need to split anything given each cell is annotated individually. See the OSCA book for methods of differential abundance/proportion testing of cell types.

On Sun, Oct 6, 2024, 2:30 AM olga @.***> wrote:

Hello team I would like to split my dataset by condition and annotate the cell types using SingleR. Is there a way to visualize or compare the differences in cell type annotations between the two conditions?

— Reply to this email directly, view it on GitHub https://github.com/SingleR-inc/SingleR/issues/278, or unsubscribe https://github.com/notifications/unsubscribe-auth/ACOAQNDX27SDS6UGIDFHXHDZ2DRJ3AVCNFSM6AAAAABPOCKZ2KVHI2DSMVQWIX3LMV43ASLTON2WKOZSGU3DQNJRGM2DGMY . You are receiving this because you are subscribed to this thread.Message ID: @.***>

feanaros commented 1 week ago

Hi, thank you. I know the differential proportion tests. Anyway, there is a way to visualize/quantify the proportion of cells assigned to the various types in the same dataset? Or should I refer just to the scores?

j-andrews7 commented 1 week ago

Tons of ways. Take a look at dittoSeq for a few options for proportion plots.

On Wed, Oct 9, 2024, 8:17 AM olga @.***> wrote:

Hi, thank you. I know the differential proportion tests. Anyway, there is a way to visualize/quantify the proportion of cells assigned to the various types in the same dataset? Or should I refer just to the scores?

— Reply to this email directly, view it on GitHub https://github.com/SingleR-inc/SingleR/issues/278#issuecomment-2402325599, or unsubscribe https://github.com/notifications/unsubscribe-auth/ACOAQNDAMT6WU32ZZKP3PDDZ2UUGJAVCNFSM6AAAAABPOCKZ2KVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDIMBSGMZDKNJZHE . You are receiving this because you commented.Message ID: @.***>