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: TBC1D20

Gene summary for TBC1D20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D20

Gene ID

128637

Gene nameTBC1 domain family member 20
Gene AliasC20orf140
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q96BZ9


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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
128637TBC1D20LZE2THumanEsophagusESCC2.07e-043.75e-010.082
128637TBC1D20LZE4THumanEsophagusESCC1.51e-051.43e-010.0811
128637TBC1D20LZE20THumanEsophagusESCC1.17e-021.24e-010.0662
128637TBC1D20LZE24THumanEsophagusESCC8.34e-113.15e-010.0596
128637TBC1D20P1T-EHumanEsophagusESCC8.69e-103.91e-010.0875
128637TBC1D20P2T-EHumanEsophagusESCC7.00e-273.81e-010.1177
128637TBC1D20P4T-EHumanEsophagusESCC6.86e-254.89e-010.1323
128637TBC1D20P5T-EHumanEsophagusESCC2.83e-031.51e-010.1327
128637TBC1D20P8T-EHumanEsophagusESCC5.81e-142.23e-010.0889
128637TBC1D20P9T-EHumanEsophagusESCC2.57e-173.50e-010.1131
128637TBC1D20P10T-EHumanEsophagusESCC4.08e-224.36e-010.116
128637TBC1D20P11T-EHumanEsophagusESCC2.27e-184.75e-010.1426
128637TBC1D20P12T-EHumanEsophagusESCC2.28e-275.40e-010.1122
128637TBC1D20P15T-EHumanEsophagusESCC7.20e-254.36e-010.1149
128637TBC1D20P16T-EHumanEsophagusESCC1.21e-194.05e-010.1153
128637TBC1D20P17T-EHumanEsophagusESCC4.08e-072.89e-010.1278
128637TBC1D20P19T-EHumanEsophagusESCC4.10e-052.74e-010.1662
128637TBC1D20P20T-EHumanEsophagusESCC9.90e-203.56e-010.1124
128637TBC1D20P21T-EHumanEsophagusESCC2.26e-315.51e-010.1617
128637TBC1D20P22T-EHumanEsophagusESCC2.56e-162.66e-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
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
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
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:0019079111EsophagusESCCviral genome replication102/8552131/187234.31e-142.19e-12102
GO:0050792111EsophagusESCCregulation of viral process119/8552164/187232.19e-129.03e-11119
GO:0006900111EsophagusESCCvesicle budding from membrane54/855261/187232.66e-121.07e-1054
GO:0044403111EsophagusESCCbiological process involved in symbiotic interaction186/8552290/187231.43e-104.16e-09186
GO:0048524110EsophagusESCCpositive regulation of viral process52/855265/187231.41e-082.77e-0752
GO:009011414EsophagusESCCCOPII-coated vesicle budding27/855229/187238.09e-081.39e-0627
GO:001906815EsophagusESCCvirion assembly31/855235/187231.40e-072.25e-0631
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:005185115EsophagusESCCmodulation by host of symbiont process43/855260/187234.00e-053.22e-0443
GO:005181714EsophagusESCCmodulation of process of other organism involved in symbiotic interaction54/855281/187231.09e-047.64e-0454
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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
TBC1D20SNVMissense_Mutationc.570N>Ap.Asn190Lysp.N190KQ96BZ9protein_codingdeleterious(0)probably_damaging(0.968)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D20SNVMissense_Mutationc.736N>Ap.His246Asnp.H246NQ96BZ9protein_codingtolerated(0.09)benign(0.272)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
TBC1D20SNVMissense_Mutationrs866434631c.364N>Ap.Leu122Ilep.L122IQ96BZ9protein_codingdeleterious(0.01)probably_damaging(1)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TBC1D20deletionFrame_Shift_Delnovelc.582delNp.Ile195SerfsTer5p.I195Sfs*5Q96BZ9protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TBC1D20SNVMissense_Mutationc.1064N>Tp.Thr355Ilep.T355IQ96BZ9protein_codingtolerated(0.17)benign(0.009)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D20SNVMissense_Mutationnovelc.551A>Cp.Asn184Thrp.N184TQ96BZ9protein_codingtolerated(0.1)possibly_damaging(0.577)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TBC1D20SNVMissense_Mutationc.896T>Gp.Phe299Cysp.F299CQ96BZ9protein_codingdeleterious(0)possibly_damaging(0.821)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TBC1D20SNVMissense_Mutationrs756036966c.916N>Ap.Glu306Lysp.E306KQ96BZ9protein_codingtolerated(0.48)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TBC1D20SNVMissense_Mutationc.108N>Gp.Ile36Metp.I36MQ96BZ9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-5915-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TBC1D20SNVMissense_Mutationc.178N>Ap.Leu60Ilep.L60IQ96BZ9protein_codingdeleterious(0.01)probably_damaging(0.955)TCGA-G4-6628-01Colorectumcolon 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
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