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: THOP1

Gene summary for THOP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THOP1

Gene ID

7064

Gene namethimet oligopeptidase 1
Gene AliasEP24.15
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

P52888


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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
7064THOP1LZE7THumanEsophagusESCC8.86e-052.24e-010.0667
7064THOP1LZE24THumanEsophagusESCC2.50e-072.79e-010.0596
7064THOP1LZE21THumanEsophagusESCC4.52e-025.22e-010.0655
7064THOP1P1T-EHumanEsophagusESCC6.80e-053.73e-010.0875
7064THOP1P2T-EHumanEsophagusESCC3.69e-213.70e-010.1177
7064THOP1P4T-EHumanEsophagusESCC1.49e-133.14e-010.1323
7064THOP1P5T-EHumanEsophagusESCC8.40e-049.15e-020.1327
7064THOP1P8T-EHumanEsophagusESCC1.90e-051.49e-010.0889
7064THOP1P9T-EHumanEsophagusESCC2.11e-103.07e-010.1131
7064THOP1P10T-EHumanEsophagusESCC7.98e-132.48e-010.116
7064THOP1P11T-EHumanEsophagusESCC1.23e-062.83e-010.1426
7064THOP1P12T-EHumanEsophagusESCC5.79e-162.77e-010.1122
7064THOP1P15T-EHumanEsophagusESCC1.69e-062.16e-010.1149
7064THOP1P16T-EHumanEsophagusESCC7.42e-112.05e-010.1153
7064THOP1P17T-EHumanEsophagusESCC4.53e-094.57e-010.1278
7064THOP1P19T-EHumanEsophagusESCC2.64e-035.20e-010.1662
7064THOP1P20T-EHumanEsophagusESCC2.11e-061.95e-010.1124
7064THOP1P21T-EHumanEsophagusESCC3.19e-233.94e-010.1617
7064THOP1P22T-EHumanEsophagusESCC4.12e-112.12e-010.1236
7064THOP1P23T-EHumanEsophagusESCC6.85e-102.85e-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
∗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:000020917EsophagusESCCprotein polyubiquitination170/8552236/187231.40e-161.09e-14170
GO:000020921LiverHCCprotein polyubiquitination151/7958236/187231.90e-117.59e-10151
GO:000020910Oral cavityOSCCprotein polyubiquitination150/7305236/187231.59e-149.27e-13150
GO:000020915Oral cavityLPprotein polyubiquitination82/4623236/187233.23e-043.26e-0382
GO:000020924SkincSCCprotein polyubiquitination103/4864236/187232.57e-099.09e-08103
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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
THOP1SNVMissense_Mutationc.507N>Cp.Lys169Asnp.K169NP52888protein_codingtolerated(0.08)benign(0.125)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
THOP1SNVMissense_Mutationrs527473166c.1102N>Ap.Gly368Argp.G368RP52888protein_codingdeleterious(0)probably_damaging(0.997)TCGA-BH-A0E9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
THOP1SNVMissense_Mutationc.1784C>Tp.Pro595Leup.P595LP52888protein_codingtolerated(0.09)benign(0.403)TCGA-BH-A1EW-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
THOP1insertionIn_Frame_Insnovelc.355_356insTGGGGTTTCp.Tyr119delinsLeuGlyPheHisp.Y119delinsLGFHP52888protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
THOP1insertionIn_Frame_Insnovelc.356_357insCCTTGTTGGp.Tyr119_Gln120insLeuValGlyp.Y119_Q120insLVGP52888protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
THOP1SNVMissense_Mutationrs374219260c.200N>Tp.Ala67Valp.A67VP52888protein_codingtolerated(0.24)benign(0.019)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THOP1SNVMissense_Mutationc.234N>Cp.Gln78Hisp.Q78HP52888protein_codingdeleterious(0.04)benign(0.372)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
THOP1SNVMissense_Mutationnovelc.1405N>Ap.Glu469Lysp.E469KP52888protein_codingtolerated(0.19)benign(0.206)TCGA-IR-A3LF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
THOP1SNVMissense_Mutationnovelc.1504N>Ap.Glu502Lysp.E502KP52888protein_codingdeleterious(0)possibly_damaging(0.614)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
THOP1SNVMissense_Mutationrs199648840c.740N>Ap.Arg247Glnp.R247QP52888protein_codingdeleterious(0.03)probably_damaging(1)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=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
7064THOP1DRUGGABLE GENOME, PROTEASEKarenitecinKARENITECIN
7064THOP1DRUGGABLE GENOME, PROTEASEIcofungipenICOFUNGIPEN
7064THOP1DRUGGABLE GENOME, PROTEASENemonoxacinNEMONOXACIN
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