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scDRS breaks if using all scRNA-seq genes as disease genes #23

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martinjzhang opened this issue Jul 24, 2022 · 0 comments
Open

scDRS breaks if using all scRNA-seq genes as disease genes #23

martinjzhang opened this issue Jul 24, 2022 · 0 comments
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enhancement New feature or request

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@martinjzhang
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Some users may use all scRNA-seq genes as the trait gene set as some sort of negative control. scDRS produced miscalibrated results in this case due to numerical issues.

  • Raw control scores were slightly but systematically smaller than the disease score (1e-17).
  • Small SD of raw control of a given cell across control gene sets (1e-18).
@martinjzhang martinjzhang added the enhancement New feature or request label Aug 3, 2022
@martinjzhang martinjzhang self-assigned this Sep 30, 2022
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