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: TBC1D23

Gene summary for TBC1D23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D23

Gene ID

55773

Gene nameTBC1 domain family member 23
Gene AliasNS4ATP1
Cytomap3q12.1-q12.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9NUY8


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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
55773TBC1D23LZE4THumanEsophagusESCC1.02e-094.50e-010.0811
55773TBC1D23LZE5THumanEsophagusESCC1.98e-031.71e-010.0514
55773TBC1D23LZE8THumanEsophagusESCC9.40e-122.26e-010.067
55773TBC1D23LZE20THumanEsophagusESCC1.54e-051.80e-010.0662
55773TBC1D23LZE24THumanEsophagusESCC1.28e-113.98e-010.0596
55773TBC1D23LZE6THumanEsophagusESCC1.12e-039.10e-020.0845
55773TBC1D23P1T-EHumanEsophagusESCC1.05e-032.50e-010.0875
55773TBC1D23P2T-EHumanEsophagusESCC1.33e-192.64e-010.1177
55773TBC1D23P4T-EHumanEsophagusESCC8.47e-092.47e-010.1323
55773TBC1D23P5T-EHumanEsophagusESCC3.98e-202.81e-010.1327
55773TBC1D23P8T-EHumanEsophagusESCC2.04e-275.30e-010.0889
55773TBC1D23P9T-EHumanEsophagusESCC6.88e-203.87e-010.1131
55773TBC1D23P10T-EHumanEsophagusESCC3.28e-335.73e-010.116
55773TBC1D23P11T-EHumanEsophagusESCC2.69e-123.97e-010.1426
55773TBC1D23P12T-EHumanEsophagusESCC1.12e-112.56e-010.1122
55773TBC1D23P15T-EHumanEsophagusESCC3.51e-174.14e-010.1149
55773TBC1D23P16T-EHumanEsophagusESCC7.78e-224.67e-010.1153
55773TBC1D23P17T-EHumanEsophagusESCC2.25e-032.63e-010.1278
55773TBC1D23P19T-EHumanEsophagusESCC4.77e-075.68e-010.1662
55773TBC1D23P20T-EHumanEsophagusESCC3.15e-193.72e-010.1124
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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:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:005165016EsophagusESCCestablishment of vesicle localization114/8552161/187238.20e-112.53e-09114
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:00069038EsophagusESCCvesicle targeting38/855245/187238.42e-081.43e-0638
GO:00421477EsophagusESCCretrograde transport, endosome to Golgi63/855291/187234.58e-064.87e-0563
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00990222EsophagusESCCvesicle tethering10/855211/187232.54e-031.08e-0210
GO:001619721LiverHCCendosomal transport154/7958230/187234.74e-142.95e-12154
GO:001648221LiverHCCcytosolic transport117/7958168/187238.83e-134.48e-11117
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:004214721LiverHCCretrograde transport, endosome to Golgi61/795891/187231.94e-062.68e-0561
GO:000690311LiverHCCvesicle targeting34/795845/187236.75e-068.08e-0534
GO:005165610Oral cavityOSCCestablishment of organelle localization239/7305390/187232.46e-193.31e-17239
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:00164829Oral cavityOSCCcytosolic transport106/7305168/187232.08e-105.90e-09106
GO:00069037Oral cavityOSCCvesicle targeting38/730545/187234.49e-101.19e-0838
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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
TBC1D23SNVMissense_Mutationnovelc.584C>Gp.Ser195Cysp.S195CQ9NUY8protein_codingtolerated(0.17)benign(0.027)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TBC1D23SNVMissense_Mutationc.1666G>Cp.Asp556Hisp.D556HQ9NUY8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TBC1D23SNVMissense_Mutationc.472N>Tp.Pro158Serp.P158SQ9NUY8protein_codingdeleterious(0)benign(0.215)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
TBC1D23SNVMissense_Mutationc.830C>Gp.Ser277Cysp.S277CQ9NUY8protein_codingdeleterious(0)possibly_damaging(0.541)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
TBC1D23insertionFrame_Shift_Insnovelc.472_473insTAGAAGTCTTCTGTTTCTTTp.Pro158LeufsTer83p.P158Lfs*83Q9NUY8protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBC1D23insertionIn_Frame_Insnovelc.474_475insCTTCTCTCTCAACAGACTp.Pro158_Arg159insLeuLeuSerGlnGlnThrp.P158_R159insLLSQQTQ9NUY8protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBC1D23deletionIn_Frame_Delnovelc.1044_1061delNNNNNNNNNNNNNNNNNNp.Tyr349_Leu354delp.Y349_L354delQ9NUY8protein_codingTCGA-EW-A3U0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycisplatinCR
TBC1D23SNVMissense_Mutationc.1243N>Ap.Val415Ilep.V415IQ9NUY8protein_codingtolerated(0.06)possibly_damaging(0.695)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D23SNVMissense_Mutationrs775998079c.494N>Ap.Gly165Glup.G165EQ9NUY8protein_codingdeleterious(0.04)probably_damaging(0.992)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TBC1D23SNVMissense_Mutationnovelc.1478N>Tp.Ala493Valp.A493VQ9NUY8protein_codingtolerated(0.6)benign(0.292)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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