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: TRPT1

Gene summary for TRPT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRPT1

Gene ID

83707

Gene nametRNA phosphotransferase 1
Gene AliasTRPT1
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0000394

UniProtAcc

Q86TN4


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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
83707TRPT1LZE4THumanEsophagusESCC6.45e-123.31e-010.0811
83707TRPT1LZE5THumanEsophagusESCC5.01e-096.36e-010.0514
83707TRPT1LZE7THumanEsophagusESCC1.28e-055.85e-010.0667
83707TRPT1LZE8THumanEsophagusESCC5.49e-082.26e-010.067
83707TRPT1LZE20THumanEsophagusESCC5.19e-031.71e-010.0662
83707TRPT1LZE22D1HumanEsophagusHGIN6.86e-042.59e-010.0595
83707TRPT1LZE24THumanEsophagusESCC1.29e-299.46e-010.0596
83707TRPT1LZE6THumanEsophagusESCC1.87e-095.61e-010.0845
83707TRPT1P1T-EHumanEsophagusESCC3.86e-137.38e-010.0875
83707TRPT1P2T-EHumanEsophagusESCC4.43e-345.12e-010.1177
83707TRPT1P4T-EHumanEsophagusESCC6.67e-531.21e+000.1323
83707TRPT1P5T-EHumanEsophagusESCC9.01e-264.34e-010.1327
83707TRPT1P8T-EHumanEsophagusESCC4.83e-234.33e-010.0889
83707TRPT1P9T-EHumanEsophagusESCC2.33e-317.03e-010.1131
83707TRPT1P10T-EHumanEsophagusESCC1.17e-184.36e-010.116
83707TRPT1P11T-EHumanEsophagusESCC7.11e-216.87e-010.1426
83707TRPT1P12T-EHumanEsophagusESCC1.12e-305.68e-010.1122
83707TRPT1P15T-EHumanEsophagusESCC3.13e-173.66e-010.1149
83707TRPT1P16T-EHumanEsophagusESCC1.38e-276.16e-010.1153
83707TRPT1P17T-EHumanEsophagusESCC1.13e-165.33e-010.1278
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:000838026EsophagusHGINRNA splicing160/2587434/187233.74e-341.12e-30160
GO:003447010EsophagusHGINncRNA processing97/2587395/187235.92e-093.90e-0797
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:00003942EsophagusHGINRNA splicing, via endonucleolytic cleavage and ligation6/258711/187231.71e-031.86e-026
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:00344701LiverCirrhoticncRNA processing158/4634395/187231.09e-116.96e-10158
GO:00346603LiverCirrhoticncRNA metabolic process173/4634485/187233.64e-081.21e-06173
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:0008033LiverHCCtRNA processing87/7958127/187232.66e-097.23e-0887
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
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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
TRPT1insertionNonsense_Mutationnovelc.458_459insTCAGCCTCCCGAGTAGCTGGGATTATAGp.His154GlnfsTer5p.H154Qfs*5Q86TN4protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TRPT1SNVMissense_Mutationrs755471912c.712N>Ap.Glu238Lysp.E238KQ86TN4protein_codingdeleterious_low_confidence(0.04)benign(0.054)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
TRPT1SNVMissense_Mutationc.232N>Ap.Val78Metp.V78MQ86TN4protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TRPT1SNVMissense_Mutationrs778666111c.550C>Gp.Pro184Alap.P184AQ86TN4protein_codingtolerated(0.22)benign(0)TCGA-AA-A02K-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
TRPT1SNVMissense_Mutationnovelc.106T>Cp.Ser36Prop.S36PQ86TN4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TRPT1SNVMissense_Mutationrs760406732c.176N>Ap.Gly59Aspp.G59DQ86TN4protein_codingtolerated(1)benign(0.001)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TRPT1SNVMissense_Mutationc.308A>Tp.Asn103Ilep.N103IQ86TN4protein_codingdeleterious(0)probably_damaging(0.947)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TRPT1SNVMissense_Mutationc.401N>Tp.Thr134Ilep.T134IQ86TN4protein_codingdeleterious(0.03)probably_damaging(0.914)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
TRPT1insertionFrame_Shift_Insnovelc.127_128insGp.Ala43GlyfsTer11p.A43Gfs*11Q86TN4protein_codingTCGA-DF-A2KY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
TRPT1SNVMissense_Mutationnovelc.463N>Cp.Ile155Leup.I155LQ86TN4protein_codingdeleterious(0.05)benign(0.35)TCGA-2V-A95S-01Liverliver hepatocellular carcinomaMaleUnknownI/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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