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Table 2 Average perturbation values of significantly perturbed genes in each sample type

From: Simulating the restoration of normal gene expression from different thyroid cancer stages using deep learning

Sample type

Gene set

Perturbation µ

Perturbation ϭ

Samples

Stage 1 tumor

Down-regulated

0.32

0.16

10

 

Up-regulated

-0.26

0.19

10

Stage 2 tumor

Down-regulated

0.26

0.20

10

 

Up-regulated

-0.19

0.20

10

Stage 3 tumor

Down-regulated

0.30

0.18

10

 

Up-regulated

-0.23

0.19

10

Stage 4 tumor

Down-regulated

0.34

0.20

10

 

Up-regulated

-0.27

0.20

10

Normal thyroid (TCGA)

Down-regulated

0.04

0.15

10

 

Up-regulated

-0.18

0.19

10

Normal thyroid (GTEx)

Down-regulated

0.03

0.16

10

 

Up-regulated

-0.12

0.18

10