Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: WNK1

Gene summary for WNK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WNK1

Gene ID

65125

Gene nameWNK lysine deficient protein kinase 1
Gene AliasHSAN2
Cytomap12p13.33
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q9H4A3


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
65125WNK1CA_HPV_1HumanCervixCC1.54e-05-1.65e-010.0264
65125WNK1CA_HPV_3HumanCervixCC1.36e-114.07e-010.0414
65125WNK1N_HPV_2HumanCervixN_HPV3.04e-021.85e-01-0.0131
65125WNK1CCI_1HumanCervixCC5.31e-034.78e-010.528
65125WNK1CCI_2HumanCervixCC1.10e-111.71e+000.5249
65125WNK1CCI_3HumanCervixCC4.70e-191.53e+000.516
65125WNK1L1HumanCervixCC5.44e-03-3.17e-010.0802
65125WNK1T1HumanCervixCC2.33e-04-3.66e-010.0918
65125WNK1LZE4THumanEsophagusESCC1.02e-091.35e-010.0811
65125WNK1LZE7THumanEsophagusESCC4.65e-096.89e-010.0667
65125WNK1LZE8THumanEsophagusESCC6.08e-102.88e-010.067
65125WNK1LZE20THumanEsophagusESCC1.31e-032.63e-010.0662
65125WNK1LZE22D1HumanEsophagusHGIN4.55e-03-9.79e-020.0595
65125WNK1LZE24THumanEsophagusESCC8.84e-134.95e-010.0596
65125WNK1LZE21THumanEsophagusESCC3.48e-021.70e-010.0655
65125WNK1P1T-EHumanEsophagusESCC5.74e-055.83e-010.0875
65125WNK1P2T-EHumanEsophagusESCC1.14e-448.58e-010.1177
65125WNK1P4T-EHumanEsophagusESCC8.41e-339.46e-010.1323
65125WNK1P5T-EHumanEsophagusESCC3.52e-253.63e-010.1327
65125WNK1P8T-EHumanEsophagusESCC1.08e-275.68e-010.0889
Page: 1 2 3 4 5 6 7 8 9 10 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:20004064SkinAKpositive regulation of T cell migration10/191029/187233.86e-043.70e-0310
GO:20004034SkinAKpositive regulation of lymphocyte migration11/191035/187234.96e-044.58e-0311
GO:19016232SkinAKregulation of lymphocyte chemotaxis9/191025/187235.25e-044.79e-039
GO:0010819SkinAKregulation of T cell chemotaxis7/191016/187235.66e-045.06e-037
GO:00508529SkinAKT cell receptor signaling pathway25/1910123/187235.89e-045.21e-0325
GO:00716748SkinAKmononuclear cell migration35/1910196/187237.20e-046.10e-0335
GO:20004044SkinAKregulation of T cell migration12/191042/187237.34e-046.20e-0312
GO:00336276SkinAKcell adhesion mediated by integrin17/191072/187237.51e-046.32e-0317
GO:20004014SkinAKregulation of lymphocyte migration15/191061/187239.64e-047.68e-0315
GO:005087820SkinAKregulation of body fluid levels58/1910379/187231.11e-038.61e-0358
GO:004308716SkinAKregulation of GTPase activity54/1910348/187231.17e-038.98e-0354
GO:001003828SkinAKresponse to metal ion57/1910373/187231.26e-039.52e-0357
GO:00108182SkinAKT cell chemotaxis9/191028/187231.34e-031.00e-029
GO:004586019SkinAKpositive regulation of protein kinase activity58/1910386/187231.71e-031.20e-0258
GO:005134828SkinAKnegative regulation of transferase activity43/1910268/187231.85e-031.27e-0243
GO:00716777SkinAKpositive regulation of mononuclear cell migration15/191065/187231.92e-031.31e-0215
GO:005159210SkinAKresponse to calcium ion27/1910149/187232.22e-031.47e-0227
GO:004232625SkinAKnegative regulation of phosphorylation57/1910385/187232.61e-031.68e-0257
GO:00726762SkinAKlymphocyte migration22/1910117/187233.41e-032.08e-0222
GO:001821016SkinAKpeptidyl-threonine modification23/1910125/187233.72e-032.22e-0223
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
WNK1SNVMissense_Mutationnovelc.3772T>Cp.Ser1258Prop.S1258PQ9H4A3protein_codingtolerated_low_confidence(0.91)benign(0)TCGA-A2-A0YM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WNK1SNVMissense_Mutationrs756361196c.1726N>Tp.Arg576Trpp.R576WQ9H4A3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WNK1SNVMissense_Mutationrs754884163c.2225A>Cp.His742Prop.H742PQ9H4A3protein_codingtolerated_low_confidence(0.23)benign(0.062)TCGA-A7-A4SB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelCR
WNK1SNVMissense_Mutationc.2534N>Ap.Arg845Hisp.R845HQ9H4A3protein_codingdeleterious_low_confidence(0)probably_damaging(0.957)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WNK1SNVMissense_Mutationrs770856927c.5228N>Tp.Ser1743Leup.S1743LQ9H4A3protein_codingtolerated_low_confidence(0.07)benign(0.077)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WNK1SNVMissense_Mutationc.1162N>Cp.Glu388Glnp.E388QQ9H4A3protein_codingdeleterious(0)possibly_damaging(0.691)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
WNK1SNVMissense_Mutationrs754884163c.2225A>Cp.His742Prop.H742PQ9H4A3protein_codingtolerated_low_confidence(0.23)benign(0.062)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
WNK1SNVMissense_Mutationnovelc.1121T>Ap.Leu374Glnp.L374QQ9H4A3protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A6IV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WNK1SNVMissense_Mutationnovelc.6390N>Cp.Glu2130Aspp.E2130DQ9H4A3protein_codingtolerated(0.08)benign(0.437)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WNK1SNVMissense_Mutationnovelc.3457N>Tp.Pro1153Serp.P1153SQ9H4A3protein_codingdeleterious_low_confidence(0)probably_damaging(0.935)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
65125WNK1SERINE THREONINE KINASE, EXTERNAL SIDE OF PLASMA MEMBRANE, KINASE, DRUGGABLE GENOME, ENZYMEinhibitor252827493
65125WNK1SERINE THREONINE KINASE, EXTERNAL SIDE OF PLASMA MEMBRANE, KINASE, DRUGGABLE GENOME, ENZYMEhydrochlorothiazideHYDROCHLOROTHIAZIDE18591455
Page: 1