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: TBC1D32

Gene summary for TBC1D32

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D32

Gene ID

221322

Gene nameTBC1 domain family member 32
Gene AliasBROMI
Cytomap6q22.31
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

Q96NH3


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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
221322TBC1D32HCC1_MengHumanLiverHCC8.54e-04-3.17e-020.0246
221322TBC1D32HCC1HumanLiverHCC1.27e-072.23e+000.5336
221322TBC1D32HCC2HumanLiverHCC1.80e-112.17e+000.5341
221322TBC1D32HCC5HumanLiverHCC2.64e-141.99e+000.4932
221322TBC1D32RNA-P17T-P17T-2HumanLungIAC6.80e-055.14e-010.3371
221322TBC1D32RNA-P17T-P17T-4HumanLungIAC1.48e-033.94e-010.343
221322TBC1D32RNA-P17T-P17T-6HumanLungIAC4.71e-024.05e-010.3385
221322TBC1D32RNA-P17T-P17T-8HumanLungIAC1.55e-044.65e-010.3329
221322TBC1D32RNA-P25T1-P25T1-1HumanLungAIS8.87e-031.60e-01-0.2116
221322TBC1D32RNA-P25T1-P25T1-4HumanLungAIS1.70e-105.08e-01-0.2119
221322TBC1D32RNA-P6T2-P6T2-1HumanLungIAC1.51e-021.43e-01-0.0166
221322TBC1D32RNA-P6T2-P6T2-2HumanLungIAC6.53e-062.40e-01-0.0132
221322TBC1D32RNA-P6T2-P6T2-3HumanLungIAC3.48e-051.85e-01-0.013
221322TBC1D32RNA-P6T2-P6T2-4HumanLungIAC5.70e-051.97e-01-0.0121
221322TBC1D32RNA-P7T1-P7T1-2HumanLungAIS2.28e-044.42e-01-0.0876
221322TBC1D32HTA12-15-2HumanPancreasPDAC2.15e-033.44e-010.2315
221322TBC1D32HTA12-23-1HumanPancreasPDAC5.37e-046.68e-010.3405
221322TBC1D32HTA12-25-1HumanPancreasPDAC3.15e-055.96e-010.313
221322TBC1D32HTA12-26-1HumanPancreasPDAC1.56e-136.91e-010.3728
221322TBC1D32HTA12-29-1HumanPancreasPDAC2.44e-347.59e-010.3722
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00016553LiverHCCurogenital system development170/7958338/187232.15e-031.08e-02170
GO:00219154LiverHCCneural tube development82/7958152/187232.83e-031.33e-0282
GO:00018222LiverHCCkidney development148/7958293/187233.25e-031.49e-02148
GO:00720012LiverHCCrenal system development152/7958302/187233.45e-031.56e-02152
GO:00016554LungIACurogenital system development59/2061338/187232.27e-043.93e-0359
GO:1905515LungIACnon-motile cilium assembly16/206161/187237.09e-049.50e-0316
GO:0060271LungIACcilium assembly55/2061337/187231.84e-031.88e-0255
GO:00720014LungIACrenal system development50/2061302/187232.13e-032.11e-0250
GO:00219155LungIACneural tube development29/2061152/187232.19e-032.15e-0229
GO:0044782LungIACcilium organization58/2061368/187233.15e-032.75e-0258
GO:00018223LungIACkidney development48/2061293/187233.19e-032.77e-0248
GO:000165511LungAISurogenital system development63/1849338/187235.46e-074.08e-0563
GO:000182211LungAISkidney development53/1849293/187231.04e-054.25e-0453
GO:007200111LungAISrenal system development54/1849302/187231.21e-054.71e-0454
GO:19055151LungAISnon-motile cilium assembly15/184961/187236.88e-041.02e-0215
GO:002191511LungAISneural tube development28/1849152/187238.81e-041.19e-0228
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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
TBC1D32SNVMissense_Mutationrs761539336c.3035N>Tp.Gly1012Valp.G1012VQ96NH3protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A25C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
TBC1D32SNVMissense_Mutationrs374512287c.646G>Ap.Glu216Lysp.E216KQ96NH3protein_codingtolerated(1)benign(0.007)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D32SNVMissense_Mutationc.2714C>Tp.Ser905Leup.S905LQ96NH3protein_codingdeleterious(0)possibly_damaging(0.63)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
TBC1D32SNVMissense_Mutationc.2468C>Tp.Pro823Leup.P823LQ96NH3protein_codingdeleterious(0)probably_damaging(0.983)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TBC1D32SNVMissense_Mutationc.2545N>Ap.Glu849Lysp.E849KQ96NH3protein_codingdeleterious(0)probably_damaging(0.97)TCGA-D8-A1XB-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBC1D32SNVMissense_Mutationc.544N>Ap.Asp182Asnp.D182NQ96NH3protein_codingdeleterious(0.03)possibly_damaging(0.515)TCGA-D8-A1XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
TBC1D32SNVMissense_Mutationnovelc.3465N>Tp.Gln1155Hisp.Q1155HQ96NH3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EW-A6SB-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBC1D32insertionFrame_Shift_Insnovelc.388_389insCAAAp.Glu130AlafsTer5p.E130Afs*5Q96NH3protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D32insertionFrame_Shift_Insnovelc.387_388insAACGTAAAGGGACATAAAGAp.Glu130AsnfsTer41p.E130Nfs*41Q96NH3protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D32SNVMissense_Mutationnovelc.539N>Gp.Gln180Argp.Q180RQ96NH3protein_codingtolerated(0.81)benign(0.001)TCGA-EA-A3Y4-01Cervixcervical & endocervical cancerFemale<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
221322TBC1D32KINASEBisphosphonates
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