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: TTC4

Gene summary for TTC4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TTC4

Gene ID

7268

Gene nametetratricopeptide repeat domain 4
Gene AliasCNS1
Cytomap1p32.3
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

O95801


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
7268TTC4P20T-EHumanEsophagusESCC1.16e-153.38e-010.1124
7268TTC4P21T-EHumanEsophagusESCC3.58e-284.65e-010.1617
7268TTC4P22T-EHumanEsophagusESCC1.88e-041.21e-010.1236
7268TTC4P23T-EHumanEsophagusESCC6.91e-164.04e-010.108
7268TTC4P24T-EHumanEsophagusESCC1.88e-112.64e-010.1287
7268TTC4P26T-EHumanEsophagusESCC3.28e-142.60e-010.1276
7268TTC4P27T-EHumanEsophagusESCC3.28e-142.92e-010.1055
7268TTC4P28T-EHumanEsophagusESCC2.03e-091.76e-010.1149
7268TTC4P30T-EHumanEsophagusESCC1.19e-093.03e-010.137
7268TTC4P31T-EHumanEsophagusESCC2.27e-213.61e-010.1251
7268TTC4P32T-EHumanEsophagusESCC1.25e-264.71e-010.1666
7268TTC4P36T-EHumanEsophagusESCC3.71e-092.71e-010.1187
7268TTC4P37T-EHumanEsophagusESCC3.37e-152.81e-010.1371
7268TTC4P38T-EHumanEsophagusESCC6.95e-062.02e-010.127
7268TTC4P39T-EHumanEsophagusESCC2.93e-153.20e-010.0894
7268TTC4P40T-EHumanEsophagusESCC2.37e-021.07e-010.109
7268TTC4P42T-EHumanEsophagusESCC1.72e-092.55e-010.1175
7268TTC4P44T-EHumanEsophagusESCC2.29e-031.35e-010.1096
7268TTC4P47T-EHumanEsophagusESCC3.50e-028.66e-020.1067
7268TTC4P48T-EHumanEsophagusESCC2.06e-081.62e-010.0959
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
∗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:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
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
TTC4SNVMissense_Mutationc.639G>Cp.Lys213Asnp.K213NO95801protein_codingdeleterious(0.01)possibly_damaging(0.859)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TTC4SNVMissense_Mutationc.668T>Cp.Leu223Prop.L223PO95801protein_codingdeleterious(0)benign(0.024)TCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
TTC4SNVMissense_Mutationnovelc.448N>Ap.His150Asnp.H150NO95801protein_codingdeleterious(0)possibly_damaging(0.889)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TTC4SNVMissense_Mutationc.572G>Cp.Arg191Thrp.R191TO95801protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-B6-A0RU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TTC4SNVMissense_Mutationc.118N>Cp.Glu40Glnp.E40QO95801protein_codingdeleterious(0.02)benign(0.054)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TTC4insertionNonsense_Mutationnovelc.553_554insTATTTTTCTGATAATTCTGATTATTCATTp.Lys185IlefsTer4p.K185Ifs*4O95801protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TTC4SNVMissense_Mutationnovelc.739N>Ap.Gly247Serp.G247SO95801protein_codingtolerated(0.06)benign(0.007)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TTC4SNVMissense_Mutationc.251A>Gp.Asp84Glyp.D84GO95801protein_codingdeleterious(0.03)benign(0.081)TCGA-CK-5914-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TTC4SNVMissense_Mutationnovelc.745N>Tp.Gly249Cysp.G249CO95801protein_codingdeleterious(0.04)benign(0.237)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TTC4SNVMissense_Mutationnovelc.190N>Ap.Leu64Ilep.L64IO95801protein_codingtolerated(0.21)benign(0.059)TCGA-AP-A1DV-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