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: TBC1D25

Gene summary for TBC1D25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D25

Gene ID

4943

Gene nameTBC1 domain family member 25
Gene AliasMG81
CytomapXp11.23
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q3MII6


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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
4943TBC1D25LZE4THumanEsophagusESCC8.10e-071.78e-010.0811
4943TBC1D25LZE7THumanEsophagusESCC4.46e-031.33e-010.0667
4943TBC1D25LZE24THumanEsophagusESCC2.07e-101.68e-010.0596
4943TBC1D25P1T-EHumanEsophagusESCC2.35e-051.78e-010.0875
4943TBC1D25P2T-EHumanEsophagusESCC3.38e-102.33e-010.1177
4943TBC1D25P4T-EHumanEsophagusESCC2.54e-212.35e-010.1323
4943TBC1D25P8T-EHumanEsophagusESCC3.35e-132.17e-010.0889
4943TBC1D25P9T-EHumanEsophagusESCC4.53e-081.83e-010.1131
4943TBC1D25P10T-EHumanEsophagusESCC3.55e-055.34e-020.116
4943TBC1D25P11T-EHumanEsophagusESCC2.95e-052.07e-010.1426
4943TBC1D25P12T-EHumanEsophagusESCC2.11e-091.25e-010.1122
4943TBC1D25P15T-EHumanEsophagusESCC1.17e-152.40e-010.1149
4943TBC1D25P16T-EHumanEsophagusESCC3.55e-102.49e-010.1153
4943TBC1D25P17T-EHumanEsophagusESCC1.14e-031.62e-010.1278
4943TBC1D25P20T-EHumanEsophagusESCC1.92e-102.52e-010.1124
4943TBC1D25P21T-EHumanEsophagusESCC4.27e-102.30e-010.1617
4943TBC1D25P22T-EHumanEsophagusESCC4.02e-163.42e-010.1236
4943TBC1D25P23T-EHumanEsophagusESCC2.97e-112.79e-010.108
4943TBC1D25P24T-EHumanEsophagusESCC1.82e-046.15e-020.1287
4943TBC1D25P26T-EHumanEsophagusESCC6.73e-204.43e-010.1276
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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
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:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:001624114EsophagusESCCregulation of macroautophagy102/8552141/187231.09e-103.27e-09102
GO:00973523EsophagusESCCautophagosome maturation31/855240/187234.04e-053.26e-0431
GO:00432446EsophagusESCCregulation of protein-containing complex disassembly75/8552121/187232.17e-041.36e-0375
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:001623610Oral cavityOSCCmacroautophagy192/7305291/187237.01e-211.14e-18192
GO:001050610Oral cavityOSCCregulation of autophagy198/7305317/187231.63e-171.51e-15198
GO:00162417Oral cavityOSCCregulation of macroautophagy96/7305141/187232.33e-129.75e-1196
GO:003298410Oral cavityOSCCprotein-containing complex disassembly136/7305224/187233.42e-111.13e-09136
GO:00973522Oral cavityOSCCautophagosome maturation28/730540/187237.00e-055.60e-0428
GO:00432445Oral cavityOSCCregulation of protein-containing complex disassembly65/7305121/187237.08e-043.90e-0365
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
GO:001623615Oral cavityLPmacroautophagy135/4623291/187234.71e-166.70e-14135
GO:0022411110Oral cavityLPcellular component disassembly173/4623443/187239.97e-127.44e-10173
GO:001050615Oral cavityLPregulation of autophagy132/4623317/187231.82e-111.28e-09132
GO:001624113Oral cavityLPregulation of macroautophagy61/4623141/187231.00e-062.50e-0561
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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
TBC1D25SNVMissense_Mutationc.1645C>Gp.Pro549Alap.P549AQ3MII6protein_codingtolerated(0.44)benign(0.045)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TBC1D25SNVMissense_Mutationc.158N>Tp.Ser53Phep.S53FQ3MII6protein_codingdeleterious(0.01)possibly_damaging(0.758)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D25SNVMissense_Mutationc.1697N>Ap.Pro566Glnp.P566QQ3MII6protein_codingdeleterious(0.04)benign(0.169)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D25SNVMissense_Mutationnovelc.1298C>Tp.Ser433Leup.S433LQ3MII6protein_codingdeleterious(0.01)benign(0.259)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D25SNVMissense_Mutationc.1930N>Ap.Ala644Thrp.A644TQ3MII6protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D25SNVMissense_Mutationnovelc.1070N>Ap.Gly357Aspp.G357DQ3MII6protein_codingdeleterious(0)probably_damaging(0.949)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TBC1D25SNVMissense_Mutationc.835G>Ap.Glu279Lysp.E279KQ3MII6protein_codingtolerated(0.09)benign(0.354)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TBC1D25SNVMissense_Mutationc.1008N>Ap.Asp336Glup.D336EQ3MII6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A15M-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TBC1D25SNVMissense_Mutationc.1454N>Cp.Val485Alap.V485AQ3MII6protein_codingtolerated(0.38)benign(0.027)TCGA-E9-A1N8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TBC1D25SNVMissense_Mutationc.98N>Ap.Arg33Glnp.R33QQ3MII6protein_codingtolerated(0.09)benign(0.028)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
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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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