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: TRIP13

Gene summary for TRIP13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIP13

Gene ID

9319

Gene namethyroid hormone receptor interactor 13
Gene Alias16E1BP
Cytomap5p15.33
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q15645


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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
9319TRIP13LZE2THumanEsophagusESCC1.52e-085.95e-010.082
9319TRIP13LZE8THumanEsophagusESCC2.72e-031.43e-010.067
9319TRIP13LZE22THumanEsophagusESCC1.57e-022.96e-010.068
9319TRIP13LZE24THumanEsophagusESCC9.19e-062.20e-010.0596
9319TRIP13LZE6THumanEsophagusESCC1.55e-083.84e-010.0845
9319TRIP13P1T-EHumanEsophagusESCC4.62e-031.91e-010.0875
9319TRIP13P2T-EHumanEsophagusESCC5.71e-102.92e-010.1177
9319TRIP13P4T-EHumanEsophagusESCC4.58e-215.72e-010.1323
9319TRIP13P5T-EHumanEsophagusESCC3.30e-215.03e-010.1327
9319TRIP13P8T-EHumanEsophagusESCC5.67e-062.57e-010.0889
9319TRIP13P9T-EHumanEsophagusESCC2.41e-061.96e-010.1131
9319TRIP13P10T-EHumanEsophagusESCC3.19e-133.81e-010.116
9319TRIP13P15T-EHumanEsophagusESCC5.26e-031.22e-010.1149
9319TRIP13P16T-EHumanEsophagusESCC1.79e-021.12e-010.1153
9319TRIP13P17T-EHumanEsophagusESCC3.52e-106.91e-010.1278
9319TRIP13P19T-EHumanEsophagusESCC5.57e-056.85e-010.1662
9319TRIP13P20T-EHumanEsophagusESCC2.16e-092.26e-010.1124
9319TRIP13P21T-EHumanEsophagusESCC5.39e-247.38e-010.1617
9319TRIP13P22T-EHumanEsophagusESCC5.35e-031.03e-010.1236
9319TRIP13P23T-EHumanEsophagusESCC2.24e-102.71e-010.108
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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
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.

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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:19058183SkincSCCregulation of chromosome separation41/486472/187232.48e-086.89e-0741
GO:00300713SkincSCCregulation of mitotic metaphase/anaphase transition36/486460/187232.71e-087.41e-0736
GO:00109653SkincSCCregulation of mitotic sister chromatid separation38/486465/187233.03e-088.18e-0738
GO:190198714SkincSCCregulation of cell cycle phase transition150/4864390/187233.21e-088.61e-07150
GO:00070884SkincSCCregulation of mitotic nuclear division55/4864110/187235.62e-081.44e-0655
GO:00513063SkincSCCmitotic sister chromatid separation38/486467/187239.27e-082.22e-0638
GO:00447843SkincSCCmetaphase/anaphase transition of cell cycle37/486465/187231.20e-072.79e-0637
GO:19020993SkincSCCregulation of metaphase/anaphase transition of cell cycle36/486463/187231.55e-073.51e-0636
GO:00517832SkincSCCregulation of nuclear division64/4864139/187232.49e-075.25e-0664
GO:20012514SkincSCCnegative regulation of chromosome organization43/486486/187231.53e-062.61e-0543
GO:190199114SkincSCCnegative regulation of mitotic cell cycle phase transition75/4864179/187232.38e-063.84e-0575
GO:00330473SkincSCCregulation of mitotic sister chromatid segregation27/486446/187232.71e-064.30e-0527
GO:004593014SkincSCCnegative regulation of mitotic cell cycle93/4864235/187233.14e-064.89e-0593
GO:004578613SkincSCCnegative regulation of cell cycle140/4864385/187233.64e-065.50e-05140
GO:00458394SkincSCCnegative regulation of mitotic nuclear division27/486448/187238.24e-061.10e-0427
GO:00517844SkincSCCnegative regulation of nuclear division30/486456/187239.93e-061.30e-0430
GO:00513043SkincSCCchromosome separation44/486496/187232.05e-052.40e-0444
GO:00458413SkincSCCnegative regulation of mitotic metaphase/anaphase transition23/486440/187232.37e-052.72e-0423
GO:190198812SkincSCCnegative regulation of cell cycle phase transition94/4864249/187232.65e-053.00e-0494
GO:001094812SkincSCCnegative regulation of cell cycle process108/4864294/187232.75e-053.09e-04108
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa041102LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa041103LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa041108Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa0411015Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
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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
TRIP13SNVMissense_Mutationc.1029N>Gp.Ile343Metp.I343MQ15645protein_codingdeleterious(0)possibly_damaging(0.779)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
TRIP13SNVMissense_Mutationc.386C>Tp.Ala129Valp.A129VQ15645protein_codingdeleterious(0.03)benign(0.282)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRIP13SNVMissense_Mutationnovelc.769N>Gp.Leu257Valp.L257VQ15645protein_codingdeleterious(0)probably_damaging(1)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TRIP13SNVMissense_Mutationc.571N>Tp.Ala191Serp.A191SQ15645protein_codingdeleterious(0)probably_damaging(0.985)TCGA-A6-2679-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TRIP13SNVMissense_Mutationc.1039C>Tp.Arg347Cysp.R347CQ15645protein_codingdeleterious(0.03)possibly_damaging(0.517)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TRIP13SNVMissense_Mutationnovelc.333N>Gp.Asn111Lysp.N111KQ15645protein_codingtolerated(0.62)benign(0.013)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TRIP13SNVMissense_Mutationnovelc.803C>Ap.Thr268Asnp.T268NQ15645protein_codingtolerated(0.09)benign(0.01)TCGA-AP-A0LG-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRIP13SNVMissense_Mutationnovelc.401G>Ap.Gly134Glup.G134EQ15645protein_codingdeleterious(0.01)probably_damaging(0.913)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TRIP13SNVMissense_Mutationrs149881196c.614N>Ap.Arg205Glnp.R205QQ15645protein_codingtolerated(0.6)benign(0.001)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRIP13SNVMissense_Mutationnovelc.709N>Ap.Gln237Lysp.Q237KQ15645protein_codingtolerated(0.17)benign(0.047)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<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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