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: CNKSR1

Gene summary for CNKSR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CNKSR1

Gene ID

10256

Gene nameconnector enhancer of kinase suppressor of Ras 1
Gene AliasCNK
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

B4DL25


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
10256CNKSR1HTA11_2487_2000001011HumanColorectumSER1.36e-064.57e-01-0.1808
10256CNKSR1HTA11_1938_2000001011HumanColorectumAD1.19e-043.99e-01-0.0811
10256CNKSR1HTA11_347_2000001011HumanColorectumAD2.73e-083.51e-01-0.1954
10256CNKSR1HTA11_411_2000001011HumanColorectumSER2.01e-058.62e-01-0.2602
10256CNKSR1HTA11_866_2000001011HumanColorectumAD1.60e-022.58e-01-0.1001
10256CNKSR1HTA11_1391_2000001011HumanColorectumAD4.57e-063.46e-01-0.059
10256CNKSR1HTA11_546_2000001011HumanColorectumAD2.06e-023.38e-01-0.0842
10256CNKSR1HTA11_866_3004761011HumanColorectumAD2.77e-032.18e-010.096
10256CNKSR1HTA11_6818_2000001011HumanColorectumAD3.88e-024.43e-010.0112
10256CNKSR1HTA11_99999965104_69814HumanColorectumMSS5.07e-034.02e-010.281
10256CNKSR1HTA11_99999971662_82457HumanColorectumMSS4.47e-073.78e-010.3859
10256CNKSR1LZE4THumanEsophagusESCC6.70e-039.83e-020.0811
10256CNKSR1LZE5THumanEsophagusESCC7.95e-052.92e-010.0514
10256CNKSR1LZE7THumanEsophagusESCC1.51e-063.08e-010.0667
10256CNKSR1LZE8THumanEsophagusESCC2.57e-021.24e-010.067
10256CNKSR1LZE20THumanEsophagusESCC5.93e-052.18e-010.0662
10256CNKSR1LZE22D1HumanEsophagusHGIN9.32e-041.94e-010.0595
10256CNKSR1LZE22THumanEsophagusESCC1.06e-022.92e-010.068
10256CNKSR1LZE24THumanEsophagusESCC8.78e-215.23e-010.0596
10256CNKSR1P1T-EHumanEsophagusESCC1.82e-105.56e-010.0875
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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
∗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:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0007266ColorectumADRho protein signal transduction42/3918137/187234.64e-033.16e-0242
GO:00072651ColorectumMSSRas protein signal transduction91/3467337/187237.20e-051.21e-0391
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
GO:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:00072669Oral cavityOSCCRho protein signal transduction76/7305137/187236.64e-055.37e-0476
GO:000726515Oral cavityLPRas protein signal transduction109/4623337/187238.44e-047.36e-03109
GO:000726516SkinAKRas protein signal transduction68/1910337/187232.83e-081.57e-0668
GO:000726616SkinAKRho protein signal transduction31/1910137/187231.60e-053.09e-0431
GO:000726523SkincSCCRas protein signal transduction132/4864337/187236.17e-081.57e-06132
GO:000726617SkincSCCRho protein signal transduction51/4864137/187232.38e-031.38e-0251
Page: 1 

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
CNKSR1SNVMissense_Mutationnovelc.874N>Gp.Gln292Glup.Q292EQ969H4protein_codingtolerated(0.16)benign(0.058)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
CNKSR1SNVMissense_Mutationc.1025N>Tp.Ser342Phep.S342FQ969H4protein_codingdeleterious(0.01)benign(0.127)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CNKSR1SNVMissense_Mutationc.115N>Tp.Leu39Phep.L39FQ969H4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
CNKSR1SNVMissense_Mutationc.175C>Gp.Leu59Valp.L59VQ969H4protein_codingdeleterious(0.04)possibly_damaging(0.871)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
CNKSR1SNVMissense_Mutationc.412A>Cp.Asn138Hisp.N138HQ969H4protein_codingtolerated(0.13)probably_damaging(1)TCGA-D8-A27M-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapymethotrexate+5SD
CNKSR1SNVMissense_Mutationnovelc.1180C>Tp.Arg394Trpp.R394WQ969H4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CNKSR1SNVMissense_Mutationrs372242005c.1304N>Tp.Thr435Metp.T435MQ969H4protein_codingtolerated(0.11)benign(0.211)TCGA-Z7-A8R5-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CNKSR1insertionIn_Frame_Insnovelc.1884_1885insGAGCTCCAGAAACAGp.Ser628_Thr629insGluLeuGlnLysGlnp.S628_T629insELQKQQ969H4protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CNKSR1insertionFrame_Shift_Insnovelc.875_876insGAGTTp.Thr293SerfsTer2p.T293Sfs*2Q969H4protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
CNKSR1insertionNonsense_Mutationnovelc.40_41insTCCTGCTATGTTGCCCAGGGTGGCTTTGACTCp.Thr14IlefsTer10p.T14Ifs*10Q969H4protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
Page: 1 2 3 4 5 6 7 8 9 

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
Page: 1