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:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0002028ColorectumADregulation of sodium ion transport36/391890/187232.89e-055.37e-0436
GO:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:0001933ColorectumADnegative regulation of protein phosphorylation101/3918342/187239.39e-051.42e-03101
GO:0010765ColorectumADpositive regulation of sodium ion transport17/391835/187232.48e-043.13e-0317
GO:0043409ColorectumADnegative regulation of MAPK cascade57/3918180/187234.61e-045.14e-0357
GO:0018105ColorectumADpeptidyl-serine phosphorylation88/3918315/187231.73e-031.43e-0288
GO:0018209ColorectumADpeptidyl-serine modification92/3918338/187233.19e-032.36e-0292
GO:00105631ColorectumSERnegative regulation of phosphorus metabolic process101/2897442/187232.39e-056.70e-04101
GO:00459361ColorectumSERnegative regulation of phosphate metabolic process100/2897441/187233.62e-059.39e-04100
GO:00019331ColorectumSERnegative regulation of protein phosphorylation79/2897342/187231.21e-042.49e-0379
GO:00020281ColorectumSERregulation of sodium ion transport28/289790/187231.45e-042.86e-0328
GO:00423261ColorectumSERnegative regulation of phosphorylation86/2897385/187232.10e-043.78e-0386
GO:00107651ColorectumSERpositive regulation of sodium ion transport14/289735/187234.02e-046.02e-0314
GO:00434091ColorectumSERnegative regulation of MAPK cascade45/2897180/187235.81e-047.98e-0345
GO:00181051ColorectumSERpeptidyl-serine phosphorylation66/2897315/187235.47e-034.06e-0266
GO:00020284ColorectumFAPregulation of sodium ion transport33/262290/187236.51e-084.54e-0633
GO:00107654ColorectumFAPpositive regulation of sodium ion transport16/262235/187235.99e-061.90e-0416
GO:00181053ColorectumFAPpeptidyl-serine phosphorylation71/2622315/187232.51e-055.82e-0471
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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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