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scATAC-seq cluster annotation #9

Closed koh2ng0 closed 1 year ago

koh2ng0 commented 1 year ago

Hi, Chuck

I have a question about the process of annotating clusters in the scATAC-seq data. When annotating the scATAC-seq clusters, you integrated it with the scRNA-seq and calculated the confusion matrix of the "predicatedGroup". And then you confirmed that the cluster with the highest value was added as the "Cluster_sub". However, you didn't label it right away and added an annotation using a separate table scatac_clustering_annotation.xlsx. Can you tell me why you proceeded like that? In ArchR,

Thanks,

SaskiaFreytag commented 1 year ago

Hi,

Labelling is never quite as easy as simply taking the most predicted annotation label in a cluster for the true label. Additionally to looking at this, we also looked at gene scores of known marker genes to make our final determination. I know that this might not be super satisfying but I don’t think labelling is a straightforward problem.

Cheers,

Saskia

From: Koh @.> Date: Monday, 27 March 2023 at 12:50 am To: ListerLab/pfc_development @.> Cc: Subscribed @.***> Subject: [ListerLab/pfc_development] scATAC-seq cluster annotation (Issue #9)

Hi, Chuck

I have a question about the process of annotating clusters in the scATAC-seq data. When annotating the scATAC-seq clusters, you integrated it with the scRNA-seq and calculated the confusion matrix of the "predicatedGroup". And then you confirmed that the cluster with the highest value was added as the "Cluster_sub". However, you didn't label it right away and added an annotation using a separate table scatac_clustering_annotation.xlsx. Can you tell me why you proceeded like that? In ArchR,

Thanks,

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koh2ng0 commented 1 year ago

Thank you for your kind reply! I agree that labeling for clusters is not as easy as I think. I wonder if the known marker gene used is the same as the one in the method of the manuscript.

Thanks,

SaskiaFreytag commented 1 year ago

Yes that is correct.

From: Koh @.> Date: Monday, 27 March 2023 at 12:45 pm To: ListerLab/pfc_development @.> Cc: Saskia Freytag @.>, Assign @.> Subject: Re: [ListerLab/pfc_development] scATAC-seq cluster annotation (Issue #9)

Thank you for your kind reply! I agree that labeling for clusters is not as easy as I think. I wonder if the known marker gene used is the same as the one in the method of the manuscript.

Thanks,

— Reply to this email directly, view it on GitHubhttps://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2FListerLab%2Fpfc_development%2Fissues%2F9%23issuecomment-1484346384&data=05%7C01%7Cfreytag.s%40wehi.edu.au%7Cb44b879a71764a8a90cf08db2e64f3f6%7Caa7c72e2c5cf4a40a22aa585c04ca07c%7C0%7C0%7C638154783353631020%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=K9kM87XQ%2Btqfc4xAyMAReP3zGcGJTqmop9MTHHPVO78%3D&reserved=0, or unsubscribehttps://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fnotifications%2Funsubscribe-auth%2FACF656C6CZ63OKOCZNMQARTW6DWLVANCNFSM6AAAAAAWIGJKCM&data=05%7C01%7Cfreytag.s%40wehi.edu.au%7Cb44b879a71764a8a90cf08db2e64f3f6%7Caa7c72e2c5cf4a40a22aa585c04ca07c%7C0%7C0%7C638154783353631020%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=qWT99uRU5FmI40Lmsff46T35wzL%2BaqoglylhPWii3A4%3D&reserved=0. You are receiving this because you were assigned.Message ID: @.***>