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How to compare cell communication

Open tu12dou opened this issue 2 years ago • 1 comments

HI! I have two groups, control group and drug group. I want to compare intercellular communication networks and internal regulatory signals between the two groups. Could you provide the related code. Thank you Best regards!

tu12dou avatar Mar 07 '23 18:03 tu12dou

We apologize for not considering comparative analysis in the current version, which focuses only on scRNA-seq analysis in a single condition, for example, sperm development.

However, from a personal point of view, it is possible to get the communication scoring matrices from two different groups with the code below. Then referring the two matrices to each other, completing the dimensions so that the ranks are the same. With two matrices after processing, perform a non-parametric test, such as a rank sum test, for each L-R (each row).

case_df <- caseObj@data$expr_l_r_log2_scale control_df <- controlObj@data$expr_l_r_log2_scale

We believe a better version will be released, thank you for your valuable suggestions! Best wishes!

ShellyCoder avatar Mar 10 '23 00:03 ShellyCoder