tanaylab / metacells

Metacells - Single-cell RNA Sequencing Analysis
MIT License
86 stars 8 forks source link

QC Metrics #43

Closed AlexAdrian-Hamazaki closed 1 year ago

AlexAdrian-Hamazaki commented 1 year ago

Hello, I'm currently trying out Metacell2.

The paper talks about QC metrics near the end. There is mention of test to identify if the UMI vectors in one given metacell are coming from the same multinomial distribution. There also seems to be some normalization for metacell size.

Is there a function in MC2 to visualize the results of these tests for the final metacell classifications?

I also saw that you are working on a vignette to explore how to do the suggested iterations of "adding/removing forbidden genes"

Is there any other QC metrics that are suggested?

Thanks

orenbenkiki commented 1 year ago

"It's complicated"

orenbenkiki commented 1 year ago

Version 0.9 is now published, together with the vignettes, which go into more detail into QC measures and in general the iterative process one "should" use to get high-quality MCs. Closing this in the hope this suffices.