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: TOR3A

Gene summary for TOR3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TOR3A

Gene ID

64222

Gene nametorsin family 3 member A
Gene AliasADIR
Cytomap1q25.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9H497


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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
64222TOR3AP22T-EHumanEsophagusESCC2.82e-336.89e-010.1236
64222TOR3AP23T-EHumanEsophagusESCC1.24e-358.49e-010.108
64222TOR3AP24T-EHumanEsophagusESCC3.46e-153.68e-010.1287
64222TOR3AP26T-EHumanEsophagusESCC1.06e-236.41e-010.1276
64222TOR3AP27T-EHumanEsophagusESCC1.23e-236.25e-010.1055
64222TOR3AP28T-EHumanEsophagusESCC1.09e-481.20e+000.1149
64222TOR3AP30T-EHumanEsophagusESCC2.50e-532.10e+000.137
64222TOR3AP31T-EHumanEsophagusESCC1.28e-194.48e-010.1251
64222TOR3AP32T-EHumanEsophagusESCC1.00e-287.22e-010.1666
64222TOR3AP36T-EHumanEsophagusESCC1.08e-123.56e-010.1187
64222TOR3AP37T-EHumanEsophagusESCC2.48e-143.49e-010.1371
64222TOR3AP39T-EHumanEsophagusESCC1.12e-082.22e-010.0894
64222TOR3AP40T-EHumanEsophagusESCC2.03e-176.04e-010.109
64222TOR3AP42T-EHumanEsophagusESCC6.49e-256.01e-010.1175
64222TOR3AP44T-EHumanEsophagusESCC1.06e-203.12e-010.1096
64222TOR3AP47T-EHumanEsophagusESCC1.89e-164.44e-010.1067
64222TOR3AP48T-EHumanEsophagusESCC1.36e-124.38e-010.0959
64222TOR3AP49T-EHumanEsophagusESCC6.09e-079.16e-010.1768
64222TOR3AP52T-EHumanEsophagusESCC7.48e-341.05e+000.1555
64222TOR3AP54T-EHumanEsophagusESCC5.26e-132.81e-010.0975
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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
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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
TOR3ASNVMissense_Mutationnovelc.505N>Gp.Ser169Alap.S169AQ9H497protein_codingtolerated(0.23)possibly_damaging(0.873)TCGA-AQ-A1H3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
TOR3ASNVMissense_Mutationc.379G>Ap.Glu127Lysp.E127KQ9H497protein_codingtolerated(0.46)benign(0.015)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TOR3ASNVMissense_Mutationc.862C>Tp.Leu288Phep.L288FQ9H497protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-D8-A1XC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
TOR3AinsertionFrame_Shift_Insnovelc.479_480insAp.Leu161ProfsTer32p.L161Pfs*32Q9H497protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
TOR3AinsertionNonsense_Mutationnovelc.480_481insTCTCCCTGAGTCCCATp.Leu161SerfsTer3p.L161Sfs*3Q9H497protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
TOR3AinsertionFrame_Shift_Insnovelc.1114_1115insCTACTAAAAAAATTAGCTGGGCATTGTGGCATGTGCCTGTAp.Tyr372SerfsTer43p.Y372Sfs*43Q9H497protein_codingTCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TOR3AdeletionFrame_Shift_Delnovelc.770delCp.Pro257LeufsTer23p.P257Lfs*23Q9H497protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TOR3AdeletionFrame_Shift_Delnovelc.1063delGp.Glu355SerfsTer12p.E355Sfs*12Q9H497protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TOR3ASNVMissense_Mutationc.266G>Ap.Arg89Hisp.R89HQ9H497protein_codingtolerated(0.07)benign(0.107)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TOR3ASNVMissense_Mutationc.557N>Ap.Arg186Glnp.R186QQ9H497protein_codingtolerated(0.05)benign(0.154)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=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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