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: TTI1

Gene summary for TTI1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TTI1

Gene ID

9675

Gene nameTELO2 interacting protein 1
Gene AliasKIAA0406
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0006325

UniProtAcc

O43156


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
9675TTI1LZE7THumanEsophagusESCC4.54e-093.40e-010.0667
9675TTI1LZE24THumanEsophagusESCC1.17e-163.40e-010.0596
9675TTI1P2T-EHumanEsophagusESCC8.50e-162.25e-010.1177
9675TTI1P4T-EHumanEsophagusESCC1.19e-051.82e-010.1323
9675TTI1P5T-EHumanEsophagusESCC1.24e-069.94e-020.1327
9675TTI1P8T-EHumanEsophagusESCC3.31e-092.62e-010.0889
9675TTI1P9T-EHumanEsophagusESCC1.02e-035.26e-020.1131
9675TTI1P10T-EHumanEsophagusESCC2.54e-112.63e-010.116
9675TTI1P11T-EHumanEsophagusESCC2.53e-062.53e-010.1426
9675TTI1P12T-EHumanEsophagusESCC7.68e-142.77e-010.1122
9675TTI1P15T-EHumanEsophagusESCC3.70e-132.25e-010.1149
9675TTI1P16T-EHumanEsophagusESCC2.54e-122.91e-010.1153
9675TTI1P17T-EHumanEsophagusESCC2.13e-083.02e-010.1278
9675TTI1P20T-EHumanEsophagusESCC3.38e-112.69e-010.1124
9675TTI1P21T-EHumanEsophagusESCC6.58e-223.84e-010.1617
9675TTI1P22T-EHumanEsophagusESCC1.46e-051.13e-010.1236
9675TTI1P23T-EHumanEsophagusESCC1.43e-112.43e-010.108
9675TTI1P24T-EHumanEsophagusESCC5.52e-072.18e-010.1287
9675TTI1P26T-EHumanEsophagusESCC2.61e-173.87e-010.1276
9675TTI1P27T-EHumanEsophagusESCC1.05e-091.16e-010.1055
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
∗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:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00319294EsophagusESCCTOR signaling79/8552126/187238.57e-056.21e-0479
GO:00320061EsophagusESCCregulation of TOR signaling63/8552104/187231.55e-037.29e-0363
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041505EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0415013EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
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
TTI1SNVMissense_Mutationc.783N>Tp.Lys261Asnp.K261NO43156protein_codingtolerated(0.16)benign(0.107)TCGA-BH-A1EO-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TTI1SNVMissense_Mutationc.2408C>Tp.Thr803Ilep.T803IO43156protein_codingtolerated(0.1)benign(0)TCGA-D8-A145-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TTI1SNVMissense_Mutationrs139243887c.2902N>Ap.Ala968Thrp.A968TO43156protein_codingtolerated(0.06)benign(0.056)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
TTI1insertionFrame_Shift_Insnovelc.1093_1094insCACCp.Val365AlafsTer9p.V365Afs*9O43156protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
TTI1insertionNonsense_Mutationnovelc.1092_1093insAGGAAATGGGAGAGGAGCTGATGATGGAp.Val365ArgfsTer7p.V365Rfs*7O43156protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
TTI1insertionNonsense_Mutationnovelc.1850_1851insGTAGCTAGp.Ile617MetfsTer2p.I617Mfs*2O43156protein_codingTCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
TTI1insertionIn_Frame_Insnovelc.1848_1849insGAATTCTATATTTTACTTAATTTTAATAGCCACp.Thr616_Ile617insGluPheTyrIleLeuLeuAsnPheAsnSerHisp.T616_I617insEFYILLNFNSHO43156protein_codingTCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
TTI1insertionIn_Frame_Insnovelc.2133_2134insATTp.Leu711_His712insIlep.L711_H712insIO43156protein_codingTCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TTI1insertionFrame_Shift_Insnovelc.2132_2133insTTTCACTCCTCTCCTTAAGCAGAAGAAAGp.His712PhefsTer62p.H712Ffs*62O43156protein_codingTCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TTI1insertionFrame_Shift_Insnovelc.820_821insCCAAAGCACTCp.Tyr274SerfsTer11p.Y274Sfs*11O43156protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

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