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: TPRA1

Gene summary for TPRA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TPRA1

Gene ID

131601

Gene nametransmembrane protein adipocyte associated 1
Gene AliasGPR175
Cytomap3q21.3
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q86W33


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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
131601TPRA1LZE4THumanEsophagusESCC3.32e-071.05e-010.0811
131601TPRA1LZE7THumanEsophagusESCC1.26e-063.84e-010.0667
131601TPRA1LZE22THumanEsophagusESCC5.22e-074.37e-010.068
131601TPRA1LZE24THumanEsophagusESCC2.16e-307.47e-010.0596
131601TPRA1LZE21THumanEsophagusESCC3.96e-042.88e-010.0655
131601TPRA1P1T-EHumanEsophagusESCC9.49e-168.56e-010.0875
131601TPRA1P2T-EHumanEsophagusESCC9.04e-901.53e+000.1177
131601TPRA1P4T-EHumanEsophagusESCC2.34e-459.82e-010.1323
131601TPRA1P5T-EHumanEsophagusESCC2.55e-378.07e-010.1327
131601TPRA1P8T-EHumanEsophagusESCC5.35e-458.78e-010.0889
131601TPRA1P9T-EHumanEsophagusESCC3.05e-366.92e-010.1131
131601TPRA1P10T-EHumanEsophagusESCC2.63e-559.80e-010.116
131601TPRA1P11T-EHumanEsophagusESCC1.87e-261.11e+000.1426
131601TPRA1P12T-EHumanEsophagusESCC9.84e-377.16e-010.1122
131601TPRA1P15T-EHumanEsophagusESCC1.20e-347.31e-010.1149
131601TPRA1P16T-EHumanEsophagusESCC1.49e-539.40e-010.1153
131601TPRA1P17T-EHumanEsophagusESCC6.36e-124.06e-010.1278
131601TPRA1P19T-EHumanEsophagusESCC7.08e-136.20e-010.1662
131601TPRA1P20T-EHumanEsophagusESCC3.22e-398.44e-010.1124
131601TPRA1P21T-EHumanEsophagusESCC1.64e-398.44e-010.1617
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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:004477216EsophagusESCCmitotic cell cycle phase transition281/8552424/187234.63e-184.45e-16281
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:190199013EsophagusESCCregulation of mitotic cell cycle phase transition191/8552299/187231.35e-103.94e-09191
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:00109484EsophagusESCCnegative regulation of cell cycle process177/8552294/187233.26e-074.59e-06177
GO:19019883EsophagusESCCnegative regulation of cell cycle phase transition151/8552249/187231.28e-061.57e-05151
GO:004593013EsophagusESCCnegative regulation of mitotic cell cycle143/8552235/187231.84e-062.15e-05143
GO:190199113EsophagusESCCnegative regulation of mitotic cell cycle phase transition112/8552179/187233.69e-064.03e-05112
GO:00073463LiverCirrhoticregulation of mitotic cell cycle154/4634457/187238.73e-061.29e-04154
GO:000756812LiverCirrhoticaging117/4634339/187233.13e-053.91e-04117
GO:00447721LiverCirrhoticmitotic cell cycle phase transition139/4634424/187231.02e-041.06e-03139
GO:1901990LiverCirrhoticregulation of mitotic cell cycle phase transition100/4634299/187234.13e-043.41e-03100
GO:00447722LiverHCCmitotic cell cycle phase transition240/7958424/187232.47e-096.84e-08240
GO:000734611LiverHCCregulation of mitotic cell cycle255/7958457/187234.96e-091.30e-07255
GO:19019901LiverHCCregulation of mitotic cell cycle phase transition167/7958299/187231.96e-062.71e-05167
GO:19019871LiverHCCregulation of cell cycle phase transition211/7958390/187232.11e-062.89e-05211
GO:000756822LiverHCCaging185/7958339/187234.28e-065.50e-05185
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
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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
TPRA1insertionFrame_Shift_Insnovelc.195_196insGGTACTAGAGGGGAGGGGAATGGATGCTGGGTGGGGAAAATGCCCAp.Pro66GlyfsTer64p.P66Gfs*64Q86W33protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TPRA1SNVMissense_Mutationnovelc.677G>Tp.Arg226Metp.R226MQ86W33protein_codingtolerated(0.07)probably_damaging(0.923)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TPRA1SNVMissense_Mutationc.1046A>Gp.Asp349Glyp.D349GQ86W33protein_codingdeleterious(0.02)probably_damaging(0.989)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TPRA1SNVMissense_Mutationrs755524151c.656G>Ap.Arg219Hisp.R219HQ86W33protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TPRA1SNVMissense_Mutationc.577N>Cp.Phe193Leup.F193LQ86W33protein_codingtolerated(0.06)probably_damaging(0.992)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TPRA1SNVMissense_Mutationc.164N>Cp.Val55Alap.V55AQ86W33protein_codingtolerated(0.15)benign(0.1)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
TPRA1SNVMissense_Mutationrs770480334c.209N>Tp.Ala70Valp.A70VQ86W33protein_codingtolerated(0.32)probably_damaging(0.965)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
TPRA1SNVMissense_Mutationc.1025N>Ap.Gly342Aspp.G342DQ86W33protein_codingdeleterious(0.02)benign(0.129)TCGA-AP-A0LD-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TPRA1SNVMissense_Mutationnovelc.565G>Ap.Gly189Argp.G189RQ86W33protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TPRA1SNVMissense_Mutationrs377393713c.572N>Ap.Arg191Hisp.R191HQ86W33protein_codingdeleterious(0.03)probably_damaging(0.973)TCGA-AX-A1C4-01Endometriumuterine 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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