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: TRIAP1

Gene summary for TRIAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIAP1

Gene ID

51499

Gene nameTP53 regulated inhibitor of apoptosis 1
Gene AliasHSPC132
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

O43715


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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
51499TRIAP1LZE4THumanEsophagusESCC7.44e-092.53e-010.0811
51499TRIAP1LZE7THumanEsophagusESCC5.02e-056.95e-010.0667
51499TRIAP1LZE8THumanEsophagusESCC4.80e-104.74e-010.067
51499TRIAP1LZE20THumanEsophagusESCC3.99e-024.79e-020.0662
51499TRIAP1LZE24THumanEsophagusESCC5.53e-103.34e-010.0596
51499TRIAP1LZE6THumanEsophagusESCC2.19e-064.02e-010.0845
51499TRIAP1P1T-EHumanEsophagusESCC1.20e-034.28e-010.0875
51499TRIAP1P2T-EHumanEsophagusESCC2.68e-671.35e+000.1177
51499TRIAP1P4T-EHumanEsophagusESCC5.37e-217.26e-010.1323
51499TRIAP1P5T-EHumanEsophagusESCC1.92e-172.89e-010.1327
51499TRIAP1P8T-EHumanEsophagusESCC1.86e-286.16e-010.0889
51499TRIAP1P9T-EHumanEsophagusESCC2.77e-091.93e-010.1131
51499TRIAP1P10T-EHumanEsophagusESCC3.03e-385.22e-010.116
51499TRIAP1P11T-EHumanEsophagusESCC4.89e-186.20e-010.1426
51499TRIAP1P12T-EHumanEsophagusESCC8.97e-254.24e-010.1122
51499TRIAP1P15T-EHumanEsophagusESCC4.94e-153.98e-010.1149
51499TRIAP1P16T-EHumanEsophagusESCC5.77e-456.34e-010.1153
51499TRIAP1P17T-EHumanEsophagusESCC2.01e-085.06e-010.1278
51499TRIAP1P19T-EHumanEsophagusESCC2.52e-077.50e-010.1662
51499TRIAP1P20T-EHumanEsophagusESCC8.67e-265.17e-010.1124
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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
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
∗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:19019883EsophagusESCCnegative regulation of cell cycle phase transition151/8552249/187231.28e-061.57e-05151
GO:0030330110EsophagusESCCDNA damage response, signal transduction by p53 class mediator53/855272/187231.34e-061.63e-0553
GO:004593013EsophagusESCCnegative regulation of mitotic cell cycle143/8552235/187231.84e-062.15e-05143
GO:009019914EsophagusESCCregulation of release of cytochrome c from mitochondria38/855248/187232.11e-062.43e-0538
GO:190199113EsophagusESCCnegative regulation of mitotic cell cycle phase transition112/8552179/187233.69e-064.03e-05112
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:001082315EsophagusESCCnegative regulation of mitochondrion organization36/855249/187237.24e-055.45e-0436
GO:19022298EsophagusESCCregulation of intrinsic apoptotic signaling pathway in response to DNA damage28/855236/187238.62e-056.22e-0428
GO:004477312EsophagusESCCmitotic DNA damage checkpoint54/855281/187231.09e-047.64e-0454
GO:200102112EsophagusESCCnegative regulation of response to DNA damage stimulus54/855281/187231.09e-047.64e-0454
GO:0045861111EsophagusESCCnegative regulation of proteolysis195/8552351/187231.13e-047.85e-04195
GO:003157116EsophagusESCCmitotic G1 DNA damage checkpoint24/855230/187231.27e-048.67e-0424
GO:00447745EsophagusESCCmitotic DNA integrity checkpoint56/855285/187231.34e-049.09e-0456
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:19022304EsophagusESCCnegative regulation of intrinsic apoptotic signaling pathway in response to DNA damage23/855229/187232.25e-041.40e-0323
GO:1902253110EsophagusESCCregulation of intrinsic apoptotic signaling pathway by p53 class mediator23/855229/187232.25e-041.40e-0323
GO:004481915EsophagusESCCmitotic G1/S transition checkpoint24/855231/187233.19e-041.89e-0324
GO:00714821EsophagusESCCcellular response to light stimulus75/8552123/187234.45e-042.50e-0375
GO:009020112EsophagusESCCnegative regulation of release of cytochrome c from mitochondria16/855220/187231.85e-038.40e-0316
GO:200004513EsophagusESCCregulation of G1/S transition of mitotic cell cycle82/8552142/187232.49e-031.08e-0282
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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
TRIAP1insertionNonsense_Mutationnovelc.25_26insAAGGAGAAAGAGATTCCTATTGAAGGp.Thr9LysfsTer8p.T9Kfs*8O43715protein_codingTCGA-BH-A0HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TRIAP1SNVMissense_Mutationc.25A>Gp.Thr9Alap.T9AO43715protein_codingdeleterious(0.01)probably_damaging(0.936)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
TRIAP1insertionIn_Frame_Insnovelc.40_41insTAAp.Glu14delinsValLysp.E14delinsVKO43715protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TRIAP1SNVMissense_Mutationnovelc.224C>Ap.Ser75Tyrp.S75YO43715protein_codingdeleterious(0)probably_damaging(0.962)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TRIAP1SNVMissense_Mutationnovelc.61C>Tp.Arg21Cysp.R21CO43715protein_codingtolerated(0.19)benign(0.019)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRIAP1SNVMissense_Mutationc.53N>Cp.Cys18Serp.C18SO43715protein_codingdeleterious(0)probably_damaging(0.999)TCGA-53-7624-01Lunglung adenocarcinomaFemale<65III/IVChemotherapycisplatinPD
TRIAP1SNVMissense_Mutationnovelc.58N>Cp.Asn20Hisp.N20HO43715protein_codingdeleterious(0.05)probably_damaging(0.947)TCGA-66-2769-01Lunglung squamous cell carcinomaMale>=65III/IVUnknownUnknownSD
TRIAP1SNVMissense_Mutationnovelc.178N>Ap.Glu60Lysp.E60KO43715protein_codingtolerated(0.42)benign(0.197)TCGA-CQ-7071-01Oral cavityhead & neck squamous cell carcinomaFemale>=65III/IVUnknownUnknownSD
TRIAP1SNVMissense_Mutationc.154N>Gp.Ile52Valp.I52VO43715protein_codingtolerated(0.16)benign(0.197)TCGA-HU-8243-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPD
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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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