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: CCDC94

Gene summary for CCDC94

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC94

Gene ID

55702

Gene nameYJU2 splicing factor homolog
Gene AliasCCDC94
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000349

UniProtAcc

Q9BW85


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
55702CCDC94P2T-EHumanEsophagusESCC4.00e-121.34e-010.1177
55702CCDC94P4T-EHumanEsophagusESCC3.45e-142.29e-010.1323
55702CCDC94P5T-EHumanEsophagusESCC1.60e-086.31e-020.1327
55702CCDC94P8T-EHumanEsophagusESCC2.59e-192.60e-010.0889
55702CCDC94P9T-EHumanEsophagusESCC6.67e-213.08e-010.1131
55702CCDC94P10T-EHumanEsophagusESCC2.70e-142.94e-010.116
55702CCDC94P11T-EHumanEsophagusESCC5.20e-102.77e-010.1426
55702CCDC94P12T-EHumanEsophagusESCC5.40e-163.01e-010.1122
55702CCDC94P15T-EHumanEsophagusESCC1.10e-101.90e-010.1149
55702CCDC94P16T-EHumanEsophagusESCC4.72e-131.03e-010.1153
55702CCDC94P17T-EHumanEsophagusESCC2.62e-073.16e-010.1278
55702CCDC94P19T-EHumanEsophagusESCC2.32e-022.15e-010.1662
55702CCDC94P20T-EHumanEsophagusESCC1.28e-102.59e-010.1124
55702CCDC94P21T-EHumanEsophagusESCC1.45e-131.29e-010.1617
55702CCDC94P22T-EHumanEsophagusESCC1.20e-079.86e-020.1236
55702CCDC94P23T-EHumanEsophagusESCC4.50e-285.79e-010.108
55702CCDC94P24T-EHumanEsophagusESCC2.97e-141.46e-010.1287
55702CCDC94P26T-EHumanEsophagusESCC1.12e-213.56e-010.1276
55702CCDC94P27T-EHumanEsophagusESCC7.61e-182.37e-010.1055
55702CCDC94P28T-EHumanEsophagusESCC4.06e-192.95e-010.1149
Page: 1 2 3 4 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
CCDC94insertionNonsense_Mutationnovelc.23_24insGTAGTAGTGTGTp.Asn8delinsLysTerTerCysValp.N8delinsK**CVQ9BW85protein_codingTCGA-BH-A0BD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CCDC94insertionFrame_Shift_Insnovelc.24_24+1insCTCCTAGGCATTTGTAAGACGTTTTCTCAATTp.Lys9LeufsTer38p.K9Lfs*38Q9BW85protein_codingTCGA-BH-A0BD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CCDC94SNVMissense_Mutationc.694G>Ap.Ala232Thrp.A232TQ9BW85protein_codingtolerated(0.58)benign(0.37)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC94deletionIn_Frame_Delnovelc.642_644delGGAp.Glu214delp.E214delQ9BW85protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC94SNVMissense_Mutationrs750361560c.134N>Tp.Thr45Metp.T45MQ9BW85protein_codingdeleterious(0)possibly_damaging(0.87)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CCDC94SNVMissense_Mutationnovelc.770N>Tp.Arg257Leup.R257LQ9BW85protein_codingdeleterious(0)possibly_damaging(0.726)TCGA-EI-6513-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
CCDC94SNVMissense_Mutationc.175N>Tp.Arg59Trpp.R59WQ9BW85protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC94SNVMissense_Mutationc.725G>Tp.Arg242Metp.R242MQ9BW85protein_codingdeleterious(0.03)benign(0.406)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CCDC94SNVMissense_Mutationnovelc.460N>Ap.Leu154Ilep.L154IQ9BW85protein_codingdeleterious(0)probably_damaging(0.968)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
CCDC94SNVMissense_Mutationc.16G>Ap.Val6Ilep.V6IQ9BW85protein_codingdeleterious(0)probably_damaging(0.978)TCGA-D1-A16Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 

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