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: TBC1D8

Gene summary for TBC1D8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D8

Gene ID

11138

Gene nameTBC1 domain family member 8
Gene AliasAD3
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

O95759


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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
11138TBC1D8HSIL_HPV_2HumanCervixHSIL_HPV4.70e-021.11e-010.0208
11138TBC1D8CCI_1HumanCervixCC2.30e-159.78e-010.528
11138TBC1D8CCI_2HumanCervixCC5.22e-181.49e+000.5249
11138TBC1D8CCI_3HumanCervixCC7.97e-251.15e+000.516
11138TBC1D8AEH-subject1HumanEndometriumAEH2.68e-306.42e-01-0.3059
11138TBC1D8AEH-subject2HumanEndometriumAEH3.07e-185.43e-01-0.2525
11138TBC1D8AEH-subject3HumanEndometriumAEH2.44e-104.00e-01-0.2576
11138TBC1D8AEH-subject4HumanEndometriumAEH1.20e-237.15e-01-0.2657
11138TBC1D8AEH-subject5HumanEndometriumAEH2.62e-651.20e+00-0.2953
11138TBC1D8EEC-subject1HumanEndometriumEEC4.62e-205.68e-01-0.2682
11138TBC1D8EEC-subject2HumanEndometriumEEC2.77e-286.43e-01-0.2607
11138TBC1D8EEC-subject3HumanEndometriumEEC4.43e-084.33e-01-0.2525
11138TBC1D8EEC-subject4HumanEndometriumEEC1.54e-145.43e-01-0.2571
11138TBC1D8EEC-subject5HumanEndometriumEEC5.43e-205.48e-01-0.249
11138TBC1D8LZE4THumanEsophagusESCC3.32e-031.40e-010.0811
11138TBC1D8LZE20THumanEsophagusESCC1.20e-051.75e-010.0662
11138TBC1D8LZE21D1HumanEsophagusHGIN2.48e-054.14e-010.0632
11138TBC1D8LZE22THumanEsophagusESCC2.42e-094.79e-010.068
11138TBC1D8LZE24THumanEsophagusESCC7.40e-255.91e-010.0596
11138TBC1D8LZE21THumanEsophagusESCC1.54e-052.88e-010.0655
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:00435476CervixCCpositive regulation of GTPase activity53/2311255/187238.72e-051.16e-0353
GO:00430878EndometriumAEHregulation of GTPase activity66/2100348/187231.26e-052.77e-0466
GO:00435477EndometriumAEHpositive regulation of GTPase activity48/2100255/187232.18e-042.67e-0348
GO:00906304EndometriumAEHactivation of GTPase activity22/2100115/187238.42e-034.60e-0222
GO:004308712EndometriumEECregulation of GTPase activity67/2168348/187231.84e-053.43e-0467
GO:004354712EndometriumEECpositive regulation of GTPase activity50/2168255/187231.26e-041.66e-0350
GO:009063012EndometriumEECactivation of GTPase activity23/2168115/187236.04e-033.57e-0223
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:00430875LiverNAFLDregulation of GTPase activity62/1882348/187235.65e-062.03e-0462
GO:00435474LiverNAFLDpositive regulation of GTPase activity45/1882255/187231.30e-042.47e-0345
GO:00906301LiverNAFLDactivation of GTPase activity22/1882115/187232.28e-032.19e-0222
GO:00430879ProstateBPHregulation of GTPase activity88/3107348/187232.04e-052.49e-0488
GO:00435478ProstateBPHpositive regulation of GTPase activity61/3107255/187231.58e-039.23e-0361
GO:004308713ProstateTumorregulation of GTPase activity88/3246348/187231.04e-041.00e-0388
GO:004354713ProstateTumorpositive regulation of GTPase activity60/3246255/187236.87e-033.11e-0260
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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
TBC1D8SNVMissense_Mutationc.2788N>Cp.Glu930Glnp.E930Qprotein_codingtolerated(0.07)probably_damaging(0.999)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
TBC1D8SNVMissense_Mutationc.1143N>Gp.Ile381Metp.I381Mprotein_codingdeleterious(0.03)possibly_damaging(0.599)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TBC1D8SNVMissense_Mutationnovelc.1448N>Ap.Arg483Glnp.R483Qprotein_codingtolerated(0.08)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D8SNVMissense_Mutationrs868793286c.188N>Ap.Arg63Glnp.R63Qprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D8SNVMissense_Mutationnovelc.3268N>Cp.Glu1090Glnp.E1090Qprotein_codingtolerated(0.53)benign(0.007)TCGA-BH-A0BA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
TBC1D8SNVMissense_Mutationc.3317C>Tp.Ser1106Leup.S1106Lprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TBC1D8SNVMissense_Mutationc.2647N>Cp.Val883Leup.V883Lprotein_codingtolerated(1)benign(0.019)TCGA-E9-A1ND-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
TBC1D8SNVMissense_Mutationrs370330869c.971C>Tp.Thr324Metp.T324Mprotein_codingdeleterious(0)probably_damaging(0.987)TCGA-E9-A247-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TBC1D8SNVMissense_Mutationc.1737C>Gp.Phe579Leup.F579Lprotein_codingdeleterious(0)possibly_damaging(0.755)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TBC1D8SNVMissense_Mutationnovelc.3008T>Cp.Met1003Thrp.M1003Tprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
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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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