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: CTBS

Gene summary for CTBS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CTBS

Gene ID

1486

Gene namechitobiase
Gene AliasCTB
Cytomap1p22.3
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q01459


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
1486CTBSLZE4THumanEsophagusESCC4.38e-092.27e-010.0811
1486CTBSLZE7THumanEsophagusESCC2.45e-042.40e-010.0667
1486CTBSLZE8THumanEsophagusESCC6.98e-042.30e-010.067
1486CTBSLZE20THumanEsophagusESCC1.20e-061.13e-010.0662
1486CTBSLZE24THumanEsophagusESCC1.13e-092.52e-010.0596
1486CTBSLZE21THumanEsophagusESCC2.12e-023.06e-020.0655
1486CTBSP1T-EHumanEsophagusESCC3.57e-053.68e-010.0875
1486CTBSP2T-EHumanEsophagusESCC2.55e-316.01e-010.1177
1486CTBSP4T-EHumanEsophagusESCC4.91e-143.70e-010.1323
1486CTBSP5T-EHumanEsophagusESCC6.27e-123.30e-010.1327
1486CTBSP8T-EHumanEsophagusESCC1.94e-255.20e-010.0889
1486CTBSP9T-EHumanEsophagusESCC5.05e-153.52e-010.1131
1486CTBSP10T-EHumanEsophagusESCC4.69e-326.83e-010.116
1486CTBSP11T-EHumanEsophagusESCC3.04e-135.89e-010.1426
1486CTBSP12T-EHumanEsophagusESCC1.48e-721.43e+000.1122
1486CTBSP15T-EHumanEsophagusESCC8.32e-234.56e-010.1149
1486CTBSP16T-EHumanEsophagusESCC3.56e-223.40e-010.1153
1486CTBSP17T-EHumanEsophagusESCC1.92e-054.08e-010.1278
1486CTBSP19T-EHumanEsophagusESCC9.42e-159.12e-010.1662
1486CTBSP20T-EHumanEsophagusESCC1.25e-246.04e-010.1124
Page: 1 2 3 4 5 6 

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
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.

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
GO:001605216EsophagusESCCcarbohydrate catabolic process91/8552154/187235.39e-042.97e-0391
GO:19011362EsophagusESCCcarbohydrate derivative catabolic process99/8552172/187231.11e-035.54e-0399
GO:001605222LiverHCCcarbohydrate catabolic process99/7958154/187233.79e-088.30e-0799
GO:1901136LiverHCCcarbohydrate derivative catabolic process98/7958172/187238.71e-057.62e-0498
GO:19011361Oral cavityOSCCcarbohydrate derivative catabolic process89/7305172/187234.52e-042.73e-0389
GO:001605210Oral cavityOSCCcarbohydrate catabolic process76/7305154/187235.67e-032.18e-0276
GO:0006040Oral cavityOSCCamino sugar metabolic process24/730542/187231.30e-024.34e-0224
GO:0046348Oral cavityOSCCamino sugar catabolic process10/730514/187231.44e-024.69e-0210
GO:001605218ThyroidPTCcarbohydrate catabolic process70/5968154/187232.77e-041.97e-0370
GO:001605224ThyroidATCcarbohydrate catabolic process71/6293154/187238.33e-044.57e-0371
GO:19011363ThyroidATCcarbohydrate derivative catabolic process73/6293172/187239.43e-033.47e-0273
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
CTBSSNVMissense_Mutationnovelc.1139C>Ap.Pro380Glnp.P380QQ01459protein_codingdeleterious(0.01)benign(0.36)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
CTBSSNVMissense_Mutationnovelc.743N>Cp.Val248Alap.V248AQ01459protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CTBSSNVMissense_Mutationrs780281748c.1040G>Ap.Arg347Hisp.R347HQ01459protein_codingdeleterious(0.05)benign(0.127)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CTBSSNVMissense_Mutationnovelc.215N>Tp.Ser72Phep.S72FQ01459protein_codingtolerated(0.71)benign(0.001)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CTBSSNVMissense_Mutationrs780281748c.1040N>Ap.Arg347Hisp.R347HQ01459protein_codingdeleterious(0.05)benign(0.127)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
CTBSSNVMissense_Mutationnovelc.601N>Cp.Cys201Argp.C201RQ01459protein_codingdeleterious(0)possibly_damaging(0.895)TCGA-AZ-4616-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyxelodaPD
CTBSSNVMissense_Mutationnovelc.435N>Cp.Glu145Aspp.E145DQ01459protein_codingtolerated(0.4)benign(0.009)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CTBSSNVMissense_Mutationnovelc.706G>Tp.Asp236Tyrp.D236YQ01459protein_codingdeleterious(0)possibly_damaging(0.744)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CTBSinsertionFrame_Shift_Insnovelc.1005_1006insCCCACp.Ile336ProfsTer5p.I336Pfs*5Q01459protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CTBSSNVMissense_Mutationrs374699739c.283N>Ap.Ala95Thrp.A95TQ01459protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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