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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CNKSR3

Gene summary for CNKSR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CNKSR3

Gene ID

154043

Gene nameCNKSR family member 3
Gene AliasCNK3
Cytomap6q25.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q6P9H4


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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
154043CNKSR3HTA11_347_2000001011HumanColorectumAD2.25e-024.46e-01-0.1954
154043CNKSR3HTA11_411_2000001011HumanColorectumSER4.13e-031.14e+00-0.2602
154043CNKSR3A001-C-207HumanColorectumFAP9.92e-03-2.21e-010.1278
154043CNKSR3A015-C-203HumanColorectumFAP2.24e-16-2.60e-01-0.1294
154043CNKSR3A015-C-204HumanColorectumFAP8.26e-04-2.13e-01-0.0228
154043CNKSR3A002-C-201HumanColorectumFAP1.83e-12-3.74e-010.0324
154043CNKSR3A002-C-203HumanColorectumFAP1.80e-02-6.67e-020.2786
154043CNKSR3A001-C-119HumanColorectumFAP4.54e-03-2.45e-01-0.1557
154043CNKSR3A001-C-108HumanColorectumFAP4.79e-13-2.73e-01-0.0272
154043CNKSR3A002-C-205HumanColorectumFAP1.84e-14-3.32e-01-0.1236
154043CNKSR3A015-C-005HumanColorectumFAP6.22e-03-2.25e-01-0.0336
154043CNKSR3A015-C-006HumanColorectumFAP1.86e-10-3.40e-01-0.0994
154043CNKSR3A015-C-106HumanColorectumFAP7.23e-07-2.20e-01-0.0511
154043CNKSR3A002-C-114HumanColorectumFAP3.37e-11-3.13e-01-0.1561
154043CNKSR3A015-C-104HumanColorectumFAP1.18e-18-3.24e-01-0.1899
154043CNKSR3A001-C-014HumanColorectumFAP1.24e-08-2.40e-010.0135
154043CNKSR3A002-C-016HumanColorectumFAP3.61e-13-2.73e-010.0521
154043CNKSR3A015-C-002HumanColorectumFAP4.52e-07-3.19e-01-0.0763
154043CNKSR3A001-C-203HumanColorectumFAP2.20e-03-9.42e-02-0.0481
154043CNKSR3A002-C-116HumanColorectumFAP9.75e-19-2.89e-01-0.0452
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004232623LungAAHnegative regulation of phosphorylation24/613385/187232.06e-034.56e-0224
GO:000193323LungAAHnegative regulation of protein phosphorylation22/613342/187232.11e-034.61e-0222
GO:001810521LungMIACpeptidyl-serine phosphorylation37/967315/187232.73e-063.12e-0437
GO:001820921LungMIACpeptidyl-serine modification37/967338/187231.38e-059.86e-0437
GO:004340931LungMIACnegative regulation of MAPK cascade21/967180/187234.12e-041.19e-0221
GO:004593632LungMIACnegative regulation of phosphate metabolic process38/967441/187231.44e-032.54e-0238
GO:001056332LungMIACnegative regulation of phosphorus metabolic process38/967442/187231.50e-032.60e-0238
GO:000202821LungMIACregulation of sodium ion transport12/96790/187232.24e-033.43e-0212
GO:004232632LungMIACnegative regulation of phosphorylation33/967385/187233.11e-034.17e-0233
GO:00331351LungMIACregulation of peptidyl-serine phosphorylation16/967144/187233.16e-034.23e-0216
GO:00703712LungMIACERK1 and ERK2 cascade29/967330/187233.78e-034.67e-0229
GO:0010563113ThyroidPTCnegative regulation of phosphorus metabolic process219/5968442/187234.47e-153.07e-13219
GO:0045936113ThyroidPTCnegative regulation of phosphate metabolic process218/5968441/187237.08e-154.75e-13218
GO:0001933113ThyroidPTCnegative regulation of protein phosphorylation173/5968342/187233.46e-131.75e-11173
GO:0042326113ThyroidPTCnegative regulation of phosphorylation189/5968385/187231.00e-124.64e-11189
GO:001810518ThyroidPTCpeptidyl-serine phosphorylation143/5968315/187232.94e-075.04e-06143
GO:001820916ThyroidPTCpeptidyl-serine modification151/5968338/187234.61e-077.51e-06151
GO:0043409112ThyroidPTCnegative regulation of MAPK cascade76/5968180/187232.15e-031.14e-0276
GO:00331356ThyroidPTCregulation of peptidyl-serine phosphorylation62/5968144/187233.05e-031.50e-0262
GO:001056334ThyroidATCnegative regulation of phosphorus metabolic process234/6293442/187232.30e-172.31e-15234
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
CNKSR3SNVMissense_Mutationc.106N>Gp.Asn36Aspp.N36DQ6P9H4protein_codingtolerated(0.66)benign(0)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
CNKSR3SNVMissense_Mutationrs749538561c.1402G>Ap.Glu468Lysp.E468KQ6P9H4protein_codingdeleterious(0)probably_damaging(0.94)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CNKSR3SNVMissense_Mutationc.382N>Tp.Ile128Phep.I128FQ6P9H4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
CNKSR3SNVMissense_Mutationc.1257N>Ap.Met419Ilep.M419IQ6P9H4protein_codingtolerated(0.1)benign(0.136)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CNKSR3SNVMissense_Mutationc.487N>Ap.Leu163Metp.L163MQ6P9H4protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CNKSR3SNVMissense_Mutationc.1387C>Tp.Arg463Trpp.R463WQ6P9H4protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AA-A029-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CNKSR3SNVMissense_Mutationrs769098143c.164N>Ap.Arg55Glnp.R55QQ6P9H4protein_codingtolerated(0.05)benign(0.368)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
CNKSR3SNVMissense_Mutationc.464N>Cp.Lys155Thrp.K155TQ6P9H4protein_codingtolerated(0.28)possibly_damaging(0.583)TCGA-AY-4071-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CNKSR3SNVMissense_Mutationrs755857610c.769N>Ap.Glu257Lysp.E257KQ6P9H4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CNKSR3SNVMissense_Mutationc.289N>Gp.Asn97Aspp.N97DQ6P9H4protein_codingtolerated(0.08)benign(0.233)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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
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