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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: TCTA

Gene summary for TCTA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCTA

Gene ID

6988

Gene nameT cell leukemia translocation altered
Gene AliasTCTA
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0000768

UniProtAcc

P57738


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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
6988TCTAP20T-EHumanEsophagusESCC5.38e-102.59e-010.1124
6988TCTAP21T-EHumanEsophagusESCC5.25e-336.51e-010.1617
6988TCTAP22T-EHumanEsophagusESCC1.66e-214.11e-010.1236
6988TCTAP23T-EHumanEsophagusESCC1.47e-184.36e-010.108
6988TCTAP24T-EHumanEsophagusESCC4.19e-172.08e-010.1287
6988TCTAP26T-EHumanEsophagusESCC2.51e-132.68e-010.1276
6988TCTAP27T-EHumanEsophagusESCC5.45e-153.33e-010.1055
6988TCTAP28T-EHumanEsophagusESCC1.71e-109.08e-020.1149
6988TCTAP30T-EHumanEsophagusESCC5.05e-196.23e-010.137
6988TCTAP31T-EHumanEsophagusESCC2.17e-101.95e-010.1251
6988TCTAP32T-EHumanEsophagusESCC5.64e-203.28e-010.1666
6988TCTAP36T-EHumanEsophagusESCC6.90e-071.99e-010.1187
6988TCTAP37T-EHumanEsophagusESCC2.85e-121.62e-010.1371
6988TCTAP39T-EHumanEsophagusESCC4.80e-051.31e-010.0894
6988TCTAP40T-EHumanEsophagusESCC1.71e-061.65e-010.109
6988TCTAP42T-EHumanEsophagusESCC5.32e-143.13e-010.1175
6988TCTAP44T-EHumanEsophagusESCC4.90e-091.95e-010.1096
6988TCTAP47T-EHumanEsophagusESCC6.30e-152.48e-010.1067
6988TCTAP48T-EHumanEsophagusESCC6.20e-083.37e-010.0959
6988TCTAP49T-EHumanEsophagusESCC5.58e-107.07e-010.1768
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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
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:003009927EsophagusHGINmyeloid cell differentiation83/2587381/187231.26e-053.52e-0483
GO:004563725EsophagusHGINregulation of myeloid cell differentiation49/2587210/187231.28e-042.61e-0349
GO:00027617EsophagusHGINregulation of myeloid leukocyte differentiation31/2587120/187233.35e-045.50e-0331
GO:000257316EsophagusHGINmyeloid leukocyte differentiation45/2587208/187231.31e-031.56e-0245
GO:190370620EsophagusHGINregulation of hemopoiesis69/2587367/187234.39e-033.86e-0269
GO:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:000257317EsophagusESCCmyeloid leukocyte differentiation128/8552208/187232.75e-063.15e-05128
GO:1903706110EsophagusESCCregulation of hemopoiesis201/8552367/187232.60e-041.58e-03201
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:0045637111EsophagusESCCregulation of myeloid cell differentiation118/8552210/187231.35e-036.43e-03118
GO:190210510EsophagusESCCregulation of leukocyte differentiation152/8552279/187231.82e-038.35e-03152
GO:000276115EsophagusESCCregulation of myeloid leukocyte differentiation69/8552120/187236.00e-032.21e-0269
GO:00303165EsophagusESCCosteoclast differentiation54/855294/187231.43e-024.65e-0254
GO:003009912LiverCirrhoticmyeloid cell differentiation135/4634381/187231.69e-063.22e-05135
GO:00025735LiverCirrhoticmyeloid leukocyte differentiation70/4634208/187232.34e-031.42e-0270
GO:00456377LiverCirrhoticregulation of myeloid cell differentiation68/4634210/187237.40e-033.53e-0268
GO:003009922LiverHCCmyeloid cell differentiation200/7958381/187234.64e-054.49e-04200
GO:003009920Oral cavityOSCCmyeloid cell differentiation213/7305381/187231.24e-114.42e-10213
GO:000257310Oral cavityOSCCmyeloid leukocyte differentiation119/7305208/187237.29e-081.29e-06119
GO:190370618Oral cavityOSCCregulation of hemopoiesis180/7305367/187235.16e-054.30e-04180
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
TCTASNVMissense_Mutationc.155N>Ap.Gly52Aspp.G52DP57738protein_codingdeleterious(0.01)benign(0.166)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TCTASNVMissense_Mutationc.281N>Tp.Ala94Valp.A94VP57738protein_codingdeleterious(0.02)benign(0.037)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
TCTASNVMissense_Mutationrs142840341c.286N>Ap.Glu96Lysp.E96KP57738protein_codingdeleterious(0.02)probably_damaging(0.956)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TCTASNVMissense_Mutationrs764544359c.130N>Ap.Leu44Metp.L44MP57738protein_codingtolerated(0.1)probably_damaging(0.996)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TCTASNVMissense_Mutationc.203A>Gp.Tyr68Cysp.Y68CP57738protein_codingtolerated(0.18)probably_damaging(0.996)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
TCTASNVMissense_Mutationc.266N>Tp.Ser89Leup.S89LP57738protein_codingtolerated(0.28)benign(0.015)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TCTASNVMissense_Mutationnovelc.164N>Gp.Leu55Argp.L55RP57738protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EC-A1QX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycyclophosphamidePD
TCTASNVMissense_Mutationc.30N>Tp.Leu10Phep.L10FP57738protein_codingtolerated(0.08)benign(0.119)TCGA-MI-A75G-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
TCTASNVMissense_Mutationnovelc.181G>Tp.Gly61Trpp.G61WP57738protein_codingdeleterious(0)benign(0.052)TCGA-05-4396-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownSD
TCTASNVMissense_Mutationc.244N>Tp.Asp82Tyrp.D82YP57738protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-NJ-A4YP-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
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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
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