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Table 1 Summary for pathway analyses

From: Linear and non-linear dependencies between copy number aberrations and mRNA expression reveal distinct molecular pathways in breast cancer

models

Top Canonical Pathways

-log(B_H p-value)

Ratio

Linear

Amp

Estrogen receptor signaling

6.95e-01

15/135 (0.111)

 

Pyrimidine Metabolism

3.31e-01

15/151 (0.099)

 

Mitochondrial Dysfunction

3.31e-01

13/127 (0.102)

 

Molecular Mechanisms of Cancer

1.77e-01

25/359 (0.07)

 

Oxidative Phosphorylation

1.77-01

13/140 (0.093)

Linear

Del

Purine metabolism

1.1e00

23/303 (0.076)

 

DNA Methylation and Transcriptional Repression Signaling

5.24e-01

4/23 (0.174)

 

Reelin Signaling in Neurons

5.24e-01

8/82 (0.098)

 

Pyrimidine Metabolism

5.24e-01

12/151 (0.079)

 

Toll-like Receptor Signaling

5.24e-01

6/51 (0.118)

Quad

Amp

P13K/AKT signaling

1.93e00

9/132 (0.068)

 

Neuregulin signaling

1.49e00

7/98 (0.071)

 

PTEN signaling

4.97e-01

6/120 (0.05)

 

TR/RXR activation

2.95e-01

5/93 (0.054)

 

ERK5 Signaling

2.74e-01

4/67 (0.06)

Quad

Del

Cell cycle regulation by BTG family proteins

1.88e00

5/36 (0.139)

 

CTLA4 signaling in cytotoxic T lymphocytes

1.83e00

7/98 (0.071)

 

Ceramide signaling

1.48e00

6/85 (0.071)

 

Wnt/ß-catenin signaling

6.97e-01

7/173 (0.04)

 

IL-2 signaling

6.97e-01

4/59 (0.068)

models

Top Associated Network Functions

Score

Linear

Amp

Embryonic Development, Tissue Development, DNA Replication, Recombination, and Repair

41

 

Dermatological Diseases and Conditions, Genetic Disorder, Metabolic Disease

35

 

Cell Signaling, RNA Post-Transcriptional Modification, Gene Expression

35

 

Gene Expression, Cellular Compromise, Cardiovascular System Development and Function

35

 

Cellular Development, Carbohydrate Metabolism, Lipid Metabolism

33

Linear

Del

Cellular assembly and organization, Cellular function and maintenance, DNA replication, Recombination, and Repair

37

 

RNA Post-Transcriptional Modification, Gene Expression, Immunological Disease

37

 

Embryonic Development, Cell Morphology, Cellular Development

37

 

Gene Expression, Cell Cycle, Cellular Development

33

 

Cellular Movement, Nervous System Development and Function, Cellular Assembly and Organization

27

Quad

Amp

Molecular Transport, Small Molecule Biochemistry, Cell Cycle

44

 

Gene Expression, Cancer, Gastrointestinal Disease

41

 

Cell Morphology, Cell-To-Cell Signaling and Interaction, Cellular Assembly and Organization

26

 

Gene Expression, Endocrine System Disorders, Genetic Disorder

21

 

Gene Expression, Connective Tissue Disorders, Immunological Disease

19

Quad

Del

Cell Cycle, Carbohydrate Metabolism, Lipid Metabolism

45

 

Organismal Injury and Abnormalities, Cellular Development, Cell Death

23

 

Post-Translational Modification, Protein Degradation, Protein Synthesis

21

 

Cellular Assembly and Organization, Nervous System Development and Function, Cell-To-Cell Signaling and Interact

21

 

Cell-To-Cell Signaling and Interaction, Hematological System Development and Function, Immune Cell Trafficking

19

models

Diseases and disorders

B-H p-value

# Molecules

Linear

Amp

Cancer

2.24e-05 - 4.45e-01

120

 

Reproductive system disease

2.24e-05 - 4.39e-01

86

 

Development disorder

6.55 e -02 - 4.39e-01

19

 

Inflammatory response

3.77e-01 - 4.39e-01

5

 

Genetic disorder

4.39e-01 - 4.39e-01

38

Linear

Del

Cancer

4,27e-06 - 2.4e-01

102

 

Reproductive system disease

4.27e-06 - 2.4e-01

75

 

Infectious disease

6.9e-03 - 2.4e-01

58

 

Infection mechanism

7.62e-03 - 2.4e-01

60

 

Dermatological Diseases and Conditions

9.78e-02 - 2.4e-01

28

Quad

Amp

Cancer

6.54e-03 - 1.68e-01

73

 

Reproductive system disease

6.54e-03 - 1.68e-01

34

 

Gastrointestinal disease

1.57e-01 - 1.68e-01

9

 

Hepatic system disease

1.57e-01 - 1.68e-01

8

 

Inflammatory disease

1.57e-01 - 1.68e-01

12

Quad

Del

Genetic disorder

1.54e-01 - 2.11e-01

33

 

Neurological disease

1.54e-01 - 2.11e-01

24

 

Psychological disorders

1.54e-01 - 2.11e-01

18

 

Cancer

1.54e-01 - 2.11e-01

15

 

Metabolic Disease

1.54e-01 - 2.11e-01

7

models

Molecular and Cellular Functions

B-H p-value

# Molecules

Linear

Amp

Gene expression

5.23e-03 - 4.45e-01

133

 

Cell death

1.21e-01 - 4.45e-01

50

 

Cellular growth and proliferation

1.21e-01 - 4.39e-01

33

 

Molecular transport

3.77e-01 - 4.39e-01

52

 

Protein trafficking

3.77e-01 - 4.39e-01

24

Linear

Del

Cellular assembly and organization

1.47e-05 - 2.4e-01

75

 

Cellular function and maintenance

1.47e-05 - 2.4e-01

44

 

Cellular development

2.56e-02 - 2.4e-01

39

 

Cellular growth and proliferation

2.56e-02 - 2.4e-01

15

 

DNA replication, recombination, and repair

4.28e-02 - 2.4e-01

41

Quad

Amp

Cellular development

1.57e-01 - 1.68e-01

20

 

Cell death

1.57e-01 - 1.68e-01

25

 

Cell cycle

1.57e-01 - 1.68e-01

16

 

Cell morphology

1.57e-01 - 1.68e-01

24

 

Gene expression

1.57e-01 - 1.68e-01

23

Quad

Del

Post-translation modification

1.54e-01 - 2.11e-01

19

 

Cell morphology

1.54e-01 - 2.11e-01

13

 

Cellular development

1.54e-01 - 2.11e-01

14

 

Carbohydrate metabolism

1.54e-01 - 2.11e-01

9

 

Lipid metabolism

1.54e-01 - 2.11e-01

16

  1. Canonical pathways, association network functions, disease and disorders and molecular and cellular functions were analyzed by IPA to assemble gene lists identified by linear/quadratic models for Amp and Del.