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: CSNK1G3

Gene summary for CSNK1G3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSNK1G3

Gene ID

1456

Gene namecasein kinase 1 gamma 3
Gene AliasCKI-gamma 3
Cytomap5q23.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9Y6M4


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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
1456CSNK1G3HTA11_3410_2000001011HumanColorectumAD9.66e-19-6.35e-010.0155
1456CSNK1G3HTA11_2487_2000001011HumanColorectumSER6.45e-04-4.77e-01-0.1808
1456CSNK1G3HTA11_2951_2000001011HumanColorectumAD4.04e-02-6.76e-010.0216
1456CSNK1G3HTA11_1938_2000001011HumanColorectumAD3.95e-03-4.24e-01-0.0811
1456CSNK1G3HTA11_3361_2000001011HumanColorectumAD2.59e-06-5.86e-01-0.1207
1456CSNK1G3HTA11_696_2000001011HumanColorectumAD6.01e-11-4.27e-01-0.1464
1456CSNK1G3HTA11_866_2000001011HumanColorectumAD1.79e-09-4.06e-01-0.1001
1456CSNK1G3HTA11_1391_2000001011HumanColorectumAD1.93e-13-5.93e-01-0.059
1456CSNK1G3HTA11_5216_2000001011HumanColorectumSER3.92e-02-6.76e-01-0.1462
1456CSNK1G3HTA11_866_3004761011HumanColorectumAD2.34e-11-5.49e-010.096
1456CSNK1G3HTA11_8622_2000001021HumanColorectumSER2.46e-04-6.71e-010.0528
1456CSNK1G3HTA11_10711_2000001011HumanColorectumAD1.31e-05-5.22e-010.0338
1456CSNK1G3HTA11_7696_3000711011HumanColorectumAD1.09e-16-5.30e-010.0674
1456CSNK1G3HTA11_6818_2000001021HumanColorectumAD4.84e-03-5.13e-010.0588
1456CSNK1G3HTA11_99999970781_79442HumanColorectumMSS2.02e-13-3.95e-010.294
1456CSNK1G3HTA11_99999971662_82457HumanColorectumMSS3.81e-09-4.38e-010.3859
1456CSNK1G3HTA11_99999974143_84620HumanColorectumMSS3.79e-23-5.73e-010.3005
1456CSNK1G3A002-C-010HumanColorectumFAP4.96e-02-1.80e-010.242
1456CSNK1G3A001-C-207HumanColorectumFAP2.01e-02-2.11e-010.1278
1456CSNK1G3A015-C-203HumanColorectumFAP1.78e-34-5.25e-01-0.1294
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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
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
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
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:0030111ColorectumADregulation of Wnt signaling pathway102/3918328/187238.51e-062.03e-04102
GO:0016055ColorectumADWnt signaling pathway130/3918444/187231.60e-053.37e-04130
GO:0198738ColorectumADcell-cell signaling by wnt130/3918446/187232.02e-054.10e-04130
GO:0060070ColorectumADcanonical Wnt signaling pathway90/3918303/187231.76e-042.38e-0390
GO:0060828ColorectumADregulation of canonical Wnt signaling pathway77/3918253/187232.19e-042.87e-0377
GO:0030177ColorectumADpositive regulation of Wnt signaling pathway45/3918140/187231.23e-031.09e-0245
GO:0018105ColorectumADpeptidyl-serine phosphorylation88/3918315/187231.73e-031.43e-0288
GO:0018209ColorectumADpeptidyl-serine modification92/3918338/187233.19e-032.36e-0292
GO:00160551ColorectumSERWnt signaling pathway97/2897444/187232.02e-043.68e-0397
GO:01987381ColorectumSERcell-cell signaling by wnt97/2897446/187232.39e-044.11e-0397
GO:00301111ColorectumSERregulation of Wnt signaling pathway75/2897328/187232.47e-044.20e-0375
GO:00600701ColorectumSERcanonical Wnt signaling pathway66/2897303/187232.10e-032.06e-0266
GO:00608281ColorectumSERregulation of canonical Wnt signaling pathway56/2897253/187233.03e-032.67e-0256
GO:0090263ColorectumSERpositive regulation of canonical Wnt signaling pathway27/2897106/187235.12e-033.92e-0227
GO:00181051ColorectumSERpeptidyl-serine phosphorylation66/2897315/187235.47e-034.06e-0266
GO:00301112ColorectumMSSregulation of Wnt signaling pathway98/3467328/187233.37e-071.36e-0598
GO:00160552ColorectumMSSWnt signaling pathway124/3467444/187236.06e-072.26e-05124
GO:01987382ColorectumMSScell-cell signaling by wnt124/3467446/187237.83e-072.77e-05124
GO:00600702ColorectumMSScanonical Wnt signaling pathway86/3467303/187231.58e-053.56e-0486
GO:00608282ColorectumMSSregulation of canonical Wnt signaling pathway74/3467253/187231.99e-054.26e-0474
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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
CSNK1G3SNVMissense_Mutationc.439N>Gp.Ile147Valp.I147VQ9Y6M4protein_codingtolerated(0.16)benign(0.023)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CSNK1G3SNVMissense_Mutationnovelc.464N>Tp.Ser155Leup.S155LQ9Y6M4protein_codingdeleterious(0.03)benign(0.14)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CSNK1G3SNVMissense_Mutationc.1018N>Ap.Asp340Asnp.D340NQ9Y6M4protein_codingtolerated(0.06)possibly_damaging(0.543)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
CSNK1G3SNVMissense_Mutationc.301N>Gp.Gln101Glup.Q101EQ9Y6M4protein_codingtolerated(0.19)benign(0.042)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CSNK1G3SNVMissense_Mutationc.710A>Gp.His237Argp.H237RQ9Y6M4protein_codingdeleterious(0)probably_damaging(0.966)TCGA-A6-2681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CSNK1G3SNVMissense_Mutationc.224C>Ap.Pro75Hisp.P75HQ9Y6M4protein_codingdeleterious(0)probably_damaging(0.918)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CSNK1G3SNVMissense_Mutationc.191A>Gp.Tyr64Cysp.Y64CQ9Y6M4protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CSNK1G3SNVMissense_Mutationc.881N>Cp.Asp294Alap.D294AQ9Y6M4protein_codingdeleterious(0.01)possibly_damaging(0.829)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CSNK1G3SNVMissense_Mutationnovelc.245N>Cp.Gln82Prop.Q82PQ9Y6M4protein_codingdeleterious(0)possibly_damaging(0.875)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CSNK1G3SNVMissense_Mutationnovelc.760N>Ap.Ala254Thrp.A254TQ9Y6M4protein_codingdeleterious(0.01)probably_damaging(0.971)TCGA-CK-5913-01Colorectumcolon 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
1456CSNK1G3SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYMETAK-715TAK-715
1456CSNK1G3SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYMECENISERTIBCENISERTIB
1456CSNK1G3SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYMEinhibitor249565894
1456CSNK1G3SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYMESP-600125SP-600125
1456CSNK1G3SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYMEPHA-767491CHEMBL225519
1456CSNK1G3SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYMEGS 6201GS 6201
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