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: CCDC106

Gene summary for CCDC106

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC106

Gene ID

29903

Gene namecoiled-coil domain containing 106
Gene AliasHSU79303
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9BWC9


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
29903CCDC106P32T-EHumanEsophagusESCC3.02e-173.44e-010.1666
29903CCDC106P36T-EHumanEsophagusESCC3.55e-042.03e-010.1187
29903CCDC106P37T-EHumanEsophagusESCC5.55e-224.36e-010.1371
29903CCDC106P39T-EHumanEsophagusESCC8.87e-041.39e-010.0894
29903CCDC106P40T-EHumanEsophagusESCC2.06e-031.38e-010.109
29903CCDC106P42T-EHumanEsophagusESCC7.40e-153.09e-010.1175
29903CCDC106P44T-EHumanEsophagusESCC2.05e-051.13e-010.1096
29903CCDC106P48T-EHumanEsophagusESCC1.63e-041.26e-010.0959
29903CCDC106P49T-EHumanEsophagusESCC7.96e-075.64e-010.1768
29903CCDC106P52T-EHumanEsophagusESCC1.18e-041.63e-010.1555
29903CCDC106P56T-EHumanEsophagusESCC7.65e-053.81e-010.1613
29903CCDC106P57T-EHumanEsophagusESCC5.87e-103.86e-010.0926
29903CCDC106P61T-EHumanEsophagusESCC5.25e-051.22e-010.099
29903CCDC106P62T-EHumanEsophagusESCC1.13e-101.83e-010.1302
29903CCDC106P65T-EHumanEsophagusESCC3.63e-183.93e-010.0978
29903CCDC106P74T-EHumanEsophagusESCC1.75e-511.20e+000.1479
29903CCDC106P75T-EHumanEsophagusESCC5.45e-285.41e-010.1125
29903CCDC106P76T-EHumanEsophagusESCC2.33e-224.73e-010.1207
29903CCDC106P79T-EHumanEsophagusESCC2.30e-081.22e-010.1154
29903CCDC106P80T-EHumanEsophagusESCC2.37e-378.43e-010.155
Page: 1 2 3 

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
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
∗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
CCDC106SNVMissense_Mutationc.780N>Cp.Lys260Asnp.K260NQ9BWC9protein_codingtolerated(0.19)benign(0.015)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC106SNVMissense_Mutationnovelc.362N>Ap.Ser121Asnp.S121NQ9BWC9protein_codingtolerated(0.12)benign(0.021)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCDC106SNVMissense_Mutationnovelc.293C>Tp.Ser98Phep.S98FQ9BWC9protein_codingtolerated(0.13)benign(0.053)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
CCDC106SNVMissense_Mutationrs200120422c.430N>Ap.Glu144Lysp.E144KQ9BWC9protein_codingtolerated(0.31)benign(0.197)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CCDC106SNVMissense_Mutationc.70N>Ap.Asp24Asnp.D24NQ9BWC9protein_codingdeleterious(0)benign(0)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CCDC106SNVMissense_Mutationc.725N>Ap.Arg242Hisp.R242HQ9BWC9protein_codingdeleterious(0.01)probably_damaging(0.95)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CCDC106SNVMissense_Mutationc.740N>Tp.Ser247Phep.S247FQ9BWC9protein_codingdeleterious(0)probably_damaging(0.931)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CCDC106SNVMissense_Mutationrs371292659c.346N>Tp.Arg116Trpp.R116WQ9BWC9protein_codingdeleterious(0.01)probably_damaging(0.965)TCGA-CL-5918-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CCDC106SNVMissense_Mutationrs756436123c.20G>Ap.Arg7Glnp.R7QQ9BWC9protein_codingtolerated_low_confidence(0.07)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CCDC106SNVMissense_Mutationc.620G>Ap.Arg207Hisp.R207HQ9BWC9protein_codingdeleterious(0.05)possibly_damaging(0.534)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 

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