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: TRIP10

Gene summary for TRIP10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIP10

Gene ID

9322

Gene namethyroid hormone receptor interactor 10
Gene AliasCIP4
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q15642


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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
9322TRIP10LZE4THumanEsophagusESCC3.46e-06-7.02e-020.0811
9322TRIP10LZE8THumanEsophagusESCC3.55e-034.39e-020.067
9322TRIP10LZE22D1HumanEsophagusHGIN1.26e-051.31e-010.0595
9322TRIP10LZE24THumanEsophagusESCC3.48e-043.61e-010.0596
9322TRIP10LZE21THumanEsophagusESCC8.70e-078.11e-020.0655
9322TRIP10P1T-EHumanEsophagusESCC2.85e-059.60e-010.0875
9322TRIP10P2T-EHumanEsophagusESCC4.04e-14-6.35e-020.1177
9322TRIP10P4T-EHumanEsophagusESCC1.61e-151.64e-020.1323
9322TRIP10P5T-EHumanEsophagusESCC3.14e-182.77e-010.1327
9322TRIP10P8T-EHumanEsophagusESCC1.85e-481.12e+000.0889
9322TRIP10P9T-EHumanEsophagusESCC1.77e-075.76e-020.1131
9322TRIP10P10T-EHumanEsophagusESCC7.58e-081.21e-010.116
9322TRIP10P11T-EHumanEsophagusESCC2.45e-029.98e-020.1426
9322TRIP10P12T-EHumanEsophagusESCC4.05e-171.21e-010.1122
9322TRIP10P15T-EHumanEsophagusESCC2.16e-091.47e-010.1149
9322TRIP10P16T-EHumanEsophagusESCC2.36e-14-1.02e-010.1153
9322TRIP10P17T-EHumanEsophagusESCC2.46e-101.66e-010.1278
9322TRIP10P20T-EHumanEsophagusESCC4.31e-112.22e-020.1124
9322TRIP10P21T-EHumanEsophagusESCC4.53e-131.91e-010.1617
9322TRIP10P22T-EHumanEsophagusESCC1.66e-08-1.82e-010.1236
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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
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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049109EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa0491014EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa049108Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
hsa0491013Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
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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
TRIP10M1MACOral cavityEOLPFSCN1,BIRC3,EBI3, etc.9.85e-02The 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.
TRIP10M1MACOral cavityLPFSCN1,BIRC3,EBI3, etc.1.91e-01The 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.
TRIP10M1MACOral cavityOSCCFSCN1,BIRC3,EBI3, etc.1.36e-01The 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.
∗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
TRIP10SNVMissense_Mutationnovelc.1735N>Cp.Thr579Prop.T579PQ15642protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A2-A0T5-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
TRIP10SNVMissense_Mutationrs201968771c.1603G>Ap.Glu535Lysp.E535KQ15642protein_codingdeleterious(0.04)possibly_damaging(0.905)TCGA-BH-A1EX-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRIP10SNVMissense_Mutationnovelc.16N>Cp.Glu6Glnp.E6QQ15642protein_codingtolerated(0.06)benign(0.024)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TRIP10SNVMissense_Mutationc.1576N>Gp.Ile526Valp.I526VQ15642protein_codingtolerated(0.37)possibly_damaging(0.651)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
TRIP10SNVMissense_Mutationc.1628N>Tp.Gly543Valp.G543VQ15642protein_codingdeleterious(0)probably_damaging(0.997)TCGA-E2-A14O-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
TRIP10deletionFrame_Shift_Delc.589delNp.Phe197SerfsTer48p.F197Sfs*48Q15642protein_codingTCGA-BH-A1FL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRIP10insertionFrame_Shift_Insnovelc.1752dupAp.Glu585ArgfsTer47p.E585Rfs*47Q15642protein_codingTCGA-C8-A12Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TRIP10deletionFrame_Shift_Delnovelc.1228delNp.Arg410AlafsTer15p.R410Afs*15Q15642protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TRIP10SNVMissense_Mutationc.424N>Cp.Glu142Glnp.E142QQ15642protein_codingdeleterious(0)benign(0.093)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
TRIP10SNVMissense_Mutationnovelc.1613N>Tp.Pro538Leup.P538LQ15642protein_codingtolerated(0.08)benign(0.09)TCGA-DS-A3LQ-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
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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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