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: CDK8

Gene summary for CDK8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDK8

Gene ID

1024

Gene namecyclin dependent kinase 8
Gene AliasIDDHBA
Cytomap13q12.13
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

P49336


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
1024CDK8CCI_1HumanCervixCC4.91e-086.75e-010.528
1024CDK8CCI_2HumanCervixCC1.26e-211.23e+000.5249
1024CDK8CCI_3HumanCervixCC1.97e-147.69e-010.516
1024CDK8HTA11_3410_2000001011HumanColorectumAD7.45e-20-6.71e-010.0155
1024CDK8HTA11_2487_2000001011HumanColorectumSER2.61e-08-5.75e-01-0.1808
1024CDK8HTA11_3361_2000001011HumanColorectumAD9.30e-07-6.33e-01-0.1207
1024CDK8HTA11_696_2000001011HumanColorectumAD9.48e-08-4.00e-01-0.1464
1024CDK8HTA11_866_2000001011HumanColorectumAD1.19e-04-3.72e-01-0.1001
1024CDK8HTA11_5212_2000001011HumanColorectumAD3.21e-04-7.25e-01-0.2061
1024CDK8HTA11_7862_2000001011HumanColorectumAD2.84e-02-5.90e-01-0.0179
1024CDK8HTA11_866_3004761011HumanColorectumAD1.77e-11-6.02e-010.096
1024CDK8HTA11_10711_2000001011HumanColorectumAD7.80e-07-5.76e-010.0338
1024CDK8HTA11_7696_3000711011HumanColorectumAD1.70e-18-6.11e-010.0674
1024CDK8HTA11_6818_2000001021HumanColorectumAD7.87e-06-5.82e-010.0588
1024CDK8HTA11_99999970781_79442HumanColorectumMSS3.48e-17-5.56e-010.294
1024CDK8HTA11_99999973899_84307HumanColorectumMSS5.18e-03-5.70e-010.2585
1024CDK8HTA11_99999974143_84620HumanColorectumMSS6.11e-13-5.17e-010.3005
1024CDK8A001-C-207HumanColorectumFAP1.68e-03-1.71e-010.1278
1024CDK8A015-C-203HumanColorectumFAP1.72e-34-5.76e-01-0.1294
1024CDK8A015-C-204HumanColorectumFAP2.35e-08-4.40e-01-0.0228
Page: 1 2 3 4 5 6 

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
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
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
∗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
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
CDK8SNVMissense_Mutationc.790N>Ap.Asp264Asnp.D264NP49336protein_codingtolerated(0.13)benign(0.073)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
CDK8insertionFrame_Shift_Insnovelc.1052_1053insGp.Ile351MetfsTer15p.I351Mfs*15P49336protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CDK8insertionFrame_Shift_Insnovelc.1053_1054insTTTCCAGTTAAGAGGCATTp.Pro352PhefsTer20p.P352Ffs*20P49336protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CDK8insertionFrame_Shift_Insnovelc.983_984insATACAAAATTAGCTGGGCATGGTp.Ala329TyrfsTer16p.A329Yfs*16P49336protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CDK8SNVMissense_Mutationc.968G>Ap.Arg323Glnp.R323QP49336protein_codingdeleterious(0)probably_damaging(1)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CDK8SNVMissense_Mutationc.1378N>Gp.Gln460Glup.Q460EP49336protein_codingtolerated_low_confidence(0.08)probably_damaging(0.953)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CDK8SNVMissense_Mutationc.1115N>Gp.Asn372Serp.N372SP49336protein_codingtolerated(0.81)benign(0.001)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CDK8SNVMissense_Mutationnovelc.515N>Ap.Ala172Aspp.A172DP49336protein_codingdeleterious(0)probably_damaging(0.952)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CDK8SNVMissense_Mutationc.1280N>Tp.Pro427Leup.P427LP49336protein_codingtolerated_low_confidence(0.08)benign(0.285)TCGA-CM-6675-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyfluorouracilPD
CDK8SNVMissense_Mutationnovelc.471N>Gp.Ile157Metp.I157MP49336protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
Page: 1 2 3 4 5 6 

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
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORILORASERTIBILORASERTIB
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORinhibitorCHEMBL3544942RONICICLIB
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORinhibitor178102513PONATINIB
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORinhibitor363894179
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORinhibitor310264726
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORinhibitor363894181
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORAST-487AST-487
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORinhibitor375973251
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORMacrocycle derivative 14
1024CDK8DRUGGABLE GENOME, CLINICALLY ACTIONABLE, ENZYME, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTOR, TUMOR SUPPRESSORinhibitor249565898
Page: 1 2 3 4