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Velocyto on single nucleus RNA-seq

Open zhanglab2008 opened this issue 4 years ago • 3 comments

Hi team, Thank you very much for developing this amazing tool! Do you think Velocyto is suitable for analyzing single nucleus RNA-seq dataset as well? The reason why I ask this is because single nucleus RNA-seq detects larger fraction of unspliced RNAs (e.g. >50% reads mapped to the intronic region) due to the fact that nuclei contain more unprocessed RNAs than whole cells. From the paper, you mentioned that RNA velocity is based on the assumption that "spliced mRNA abundance (RNA velocity) is determined by the balance between production of spliced mRNA from unspliced mRNA, and the mRNA degradation". But for single nucleus RNA-seq, RNAs are unspliced because they are in nucleus. In this case, I wonder if the dynamics of spliced/unspliced RNA can predict a biological process as accurate as it does for single cell. Any comments will be much appreciated. Thanks in advance! Zhang

zhanglab2008 avatar Aug 12 '19 01:08 zhanglab2008

I had the same exact question. Following this thread.

chatterjee89 avatar Feb 07 '21 18:02 chatterjee89

I have the same question. I am also interested in suggested parameters to run Velocyto on snRNA-seq data. Thanks a lot!

FunGeST avatar Feb 11 '21 15:02 FunGeST

there is a discussion here as well. https://github.com/theislab/scvelo/issues/118

zhanglab2008 avatar May 26 '21 16:05 zhanglab2008