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Table 1 ^Cancer Gene Census [27] information for the dysregulated hubs identified in the melanoma cancer dataset

From: VAN: an R package for identifying biologically perturbed networks via differential variability analysis

Symbol

CCND2

CCND3

FANCA

FANCD2

GATA2

KIF5B

LMO2

RET

VHL

WAS

P-value

0.04

0.033

0.021

0.036

0.015

0.047

0.016

0.001

0.019

0.01

Name

cyclin D2

cyclin D3

Fanconi anemia, complementation group A

Fanconi anemia, complementation group D2

GATA binding protein 2

kinesin family member 5B

LIM domain only 2 (rhombotin-like 1) (RBTN2)

ret proto-oncogene

von Hippel-Lindau syndrome gene

Wiskott-Aldrich syndrome

Gene ID

894

896

2175

2177

2624

3799

4005

5979

7428

7454

Chr

12

6

16

3

3

10

11

10

3

X

Chr Band

12p13

6p21

16q24.3

3p26

3q21.3

10p11.22

11p13

10q11.2

3p25

Xp11.23-p11.22

Cancer Somatic Mut

yes

yes

NA

NA

yes

yes

yes

yes

yes

NA

Cancer Germline Mut

NA

NA

yes

yes

NA

NA

NA

yes

yes

NA

Tumour Types Somatic Mutations

NHL,CLL

MM

NA

NA

AML(CML blast transformation)

NSCLC

T-ALL

medullary thyroid, papillary thyroid, pheochromocytoma, NSCLC

renal, hemangioma, pheochromocytoma

NA

Tumour Types Germline Mutations

NA

NA

AML, leukemia

AML, leukemia

NA

NA

NA

medullary thyroid, papillary thyroid, pheochromocytoma

renal, hemangioma, pheochromocytoma

lymphoma

Cancer Syndrome

NA

NA

Fanconi anaemia A

Fanconi anaemia D2

NA

NA

NA

Multiple endocrine neoplasia 2A/2B

von Hippel-Lindau syndrome

Wiskott-Aldrich syndrome

Tissue Type

L

L

L

L

L

E

L

E, O

E, M, O

L

Cancer Molecular Genetics

Dom

Dom

Rec

Rec

Dom

Dom

Dom

Dom

Rec

X-linked recessive

Mutation Type

T

T

D, Mis, N, F, S

D, Mis, N, F

Mis

T

T

T, Mis, N, F

D, Mis, N, F, S

Mis, N, F, S

Translocation Partner

IGL@

IGH@

NA

NA

NA

RET, ALK

TRD@

H4, PRKAR1A, NCOA4, PCM1, GOLGA5, TRIM33, KTN1, TRIM27, HOOK3, KIF5B, CCDC6

NA

NA

Other Germline Mut

NA

NA

NA

NA

NA

NA

NA

yes

NA

NA

Other Syndrome Disease

NA

NA

NA

NA

NA

NA

NA

Hirschsprung disease

NA

NA

  1. ^Abbreviations: AML; acute myelogenous leukemia, CLL; chronic lymphatic leukemia, CML; chronic myeloid leukemia, D; large deletion, Dom; dominant, E; epithelial, F; frameshift, L; leukaemia/lymphoma, M; mesenchymal, Mis; Missense, MM; multiple myeloma, N; nonsense, NHL; non-Hodgkin lymphoma, NSCLC; non small cell lung cancer, O; other, Rec; reccesive, S; splice site, T; translocation, T-ALL; T-cell acute lymphoblastic leukemia, Chr; Chromosome, Mut; Mutation, NA; No data or not applicable.