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: TBC1D2B

Gene summary for TBC1D2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D2B

Gene ID

23102

Gene nameTBC1 domain family member 2B
Gene AliasNEDSGO
Cytomap15q24.3-q25.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9UPU7


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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
23102TBC1D2BNAFLD1HumanLiverNAFLD8.72e-088.53e-01-0.04
23102TBC1D2BS41HumanLiverCirrhotic8.58e-045.05e-01-0.0343
23102TBC1D2BHCC1_MengHumanLiverHCC2.42e-13-1.04e-010.0246
23102TBC1D2BHCC2_MengHumanLiverHCC1.92e-07-3.29e-020.0107
23102TBC1D2Bmale-WTAHumanThyroidPTC2.93e-091.06e-010.1037
23102TBC1D2BPTC04HumanThyroidPTC1.64e-131.45e-010.1927
23102TBC1D2BPTC05HumanThyroidPTC3.84e-062.32e-010.2065
23102TBC1D2BPTC06HumanThyroidPTC2.02e-122.53e-010.2057
23102TBC1D2BPTC07HumanThyroidPTC9.40e-141.96e-010.2044
23102TBC1D2BATC09HumanThyroidATC6.14e-041.97e-010.2871
23102TBC1D2BATC11HumanThyroidATC5.55e-074.93e-010.3386
23102TBC1D2BATC12HumanThyroidATC2.71e-173.37e-010.34
23102TBC1D2BATC13HumanThyroidATC9.86e-244.10e-010.34
23102TBC1D2BATC1HumanThyroidATC1.03e-042.36e-010.2878
23102TBC1D2BATC2HumanThyroidATC6.06e-081.02e+000.34
23102TBC1D2BATC3HumanThyroidATC3.50e-136.66e-010.338
23102TBC1D2BATC4HumanThyroidATC1.80e-194.25e-010.34
23102TBC1D2BATC5HumanThyroidATC6.75e-304.50e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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: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:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:004354714ThyroidPTCpositive regulation of GTPase activity103/5968255/187232.38e-031.25e-02103
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
GO:004354715ThyroidATCpositive regulation of GTPase activity106/6293255/187234.58e-031.89e-02106
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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
TBC1D2BSNVMissense_Mutationc.2777A>Gp.Glu926Glyp.E926GQ9UPU7protein_codingdeleterious(0)probably_damaging(0.951)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TBC1D2BSNVMissense_Mutationc.1118N>Ap.Arg373Glnp.R373QQ9UPU7protein_codingdeleterious(0.02)probably_damaging(0.944)TCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TBC1D2BSNVMissense_Mutationc.2147N>Cp.Arg716Prop.R716PQ9UPU7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0DO-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D2BSNVMissense_Mutationnovelc.619N>Ap.Pro207Thrp.P207TQ9UPU7protein_codingdeleterious(0.04)possibly_damaging(0.663)TCGA-E2-A14R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
TBC1D2BSNVMissense_Mutationc.2062N>Ap.Glu688Lysp.E688KQ9UPU7protein_codingtolerated(0.59)benign(0.001)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
TBC1D2BSNVMissense_Mutationnovelc.808C>Ap.Gln270Lysp.Q270KQ9UPU7protein_codingtolerated(0.69)benign(0.023)TCGA-E2-A1LS-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCyclophosphamideSD
TBC1D2BSNVMissense_Mutationnovelc.1855N>Tp.Asp619Tyrp.D619YQ9UPU7protein_codingdeleterious(0)probably_damaging(0.972)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TBC1D2BinsertionIn_Frame_Insnovelc.1816_1817insCCCAACAACp.Asp606delinsAlaGlnGlnHisp.D606delinsAQQHQ9UPU7protein_codingTCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
TBC1D2BinsertionNonsense_Mutationnovelc.1815_1816insTGAGCTGGACTTGCTGCGAACTCTp.Asp605_Asp606insTerp.D605_D606ins*Q9UPU7protein_codingTCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
TBC1D2BinsertionFrame_Shift_Insnovelc.1930_1931insTCp.Thr644IlefsTer3p.T644Ifs*3Q9UPU7protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<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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