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: TBC1D7

Gene summary for TBC1D7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D7

Gene ID

51256

Gene nameTBC1 domain family member 7
Gene AliasMGCPH
Cytomap6p24.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A024QZX0


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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
51256TBC1D7LZE2THumanEsophagusESCC3.01e-022.74e-010.082
51256TBC1D7LZE4THumanEsophagusESCC5.22e-102.36e-010.0811
51256TBC1D7LZE7THumanEsophagusESCC1.25e-281.75e+000.0667
51256TBC1D7LZE8THumanEsophagusESCC5.52e-052.83e-010.067
51256TBC1D7LZE20THumanEsophagusESCC6.42e-072.06e-010.0662
51256TBC1D7LZE22THumanEsophagusESCC7.52e-034.56e-010.068
51256TBC1D7LZE24THumanEsophagusESCC3.72e-122.89e-010.0596
51256TBC1D7LZE21THumanEsophagusESCC2.15e-023.10e-010.0655
51256TBC1D7LZE6THumanEsophagusESCC4.94e-073.34e-010.0845
51256TBC1D7P1T-EHumanEsophagusESCC2.16e-125.06e-010.0875
51256TBC1D7P2T-EHumanEsophagusESCC2.38e-326.35e-010.1177
51256TBC1D7P4T-EHumanEsophagusESCC3.74e-357.82e-010.1323
51256TBC1D7P5T-EHumanEsophagusESCC7.37e-122.94e-010.1327
51256TBC1D7P8T-EHumanEsophagusESCC1.09e-153.44e-010.0889
51256TBC1D7P9T-EHumanEsophagusESCC2.89e-163.39e-010.1131
51256TBC1D7P10T-EHumanEsophagusESCC4.42e-396.17e-010.116
51256TBC1D7P11T-EHumanEsophagusESCC1.66e-226.92e-010.1426
51256TBC1D7P12T-EHumanEsophagusESCC1.22e-194.67e-010.1122
51256TBC1D7P15T-EHumanEsophagusESCC5.25e-295.05e-010.1149
51256TBC1D7P16T-EHumanEsophagusESCC1.66e-325.88e-010.1153
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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
∗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:1903320111EsophagusESCCregulation of protein modification by small protein conjugation or removal181/8552242/187231.80e-202.60e-18181
GO:0031396111EsophagusESCCregulation of protein ubiquitination154/8552210/187232.70e-162.04e-14154
GO:190332216EsophagusESCCpositive regulation of protein modification by small protein conjugation or removal99/8552138/187234.39e-101.16e-0899
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:003139816EsophagusESCCpositive regulation of protein ubiquitination82/8552119/187232.41e-073.64e-0682
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:00319294EsophagusESCCTOR signaling79/8552126/187238.57e-056.21e-0479
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:00320061EsophagusESCCregulation of TOR signaling63/8552104/187231.55e-037.29e-0363
GO:190211611EsophagusESCCnegative regulation of organelle assembly28/855241/187232.88e-031.21e-0228
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:190332022LiverHCCregulation of protein modification by small protein conjugation or removal167/7958242/187234.99e-174.72e-15167
GO:003139622LiverHCCregulation of protein ubiquitination142/7958210/187231.39e-137.81e-12142
GO:001063912LiverHCCnegative regulation of organelle organization204/7958348/187237.67e-102.37e-08204
GO:19033221LiverHCCpositive regulation of protein modification by small protein conjugation or removal94/7958138/187239.87e-103.01e-0894
GO:00313981LiverHCCpositive regulation of protein ubiquitination79/7958119/187231.18e-072.26e-0679
GO:19021151LiverHCCregulation of organelle assembly110/7958186/187233.30e-064.34e-05110
GO:00319291LiverHCCTOR signaling78/7958126/187238.49e-069.97e-0578
GO:0032006LiverHCCregulation of TOR signaling63/7958104/187231.50e-041.20e-0363
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041505EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0415013EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa041502LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa0415011LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa041504Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa0415012Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
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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
TBC1D7SNVMissense_Mutationc.592N>Ap.Ala198Thrp.A198TQ9P0N9protein_codingdeleterious(0.01)benign(0.003)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TBC1D7insertionNonsense_Mutationnovelc.394_395insGGACTTGCAAATAGTATTTGCATATAACCTACACATCTCTTCCTp.Glu132GlyfsTer5p.E132Gfs*5Q9P0N9protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
TBC1D7deletionFrame_Shift_Delnovelc.633delNp.Phe211LeufsTer18p.F211Lfs*18Q9P0N9protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TBC1D7SNVMissense_Mutationnovelc.814N>Ap.Asp272Asnp.D272NQ9P0N9protein_codingdeleterious(0)probably_damaging(0.911)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TBC1D7SNVMissense_Mutationc.362N>Ap.Arg121Glnp.R121QQ9P0N9protein_codingtolerated(0.29)benign(0.005)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TBC1D7SNVMissense_Mutationrs767151296c.499C>Tp.Arg167Trpp.R167WQ9P0N9protein_codingtolerated(0.06)possibly_damaging(0.609)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TBC1D7SNVMissense_Mutationrs766235427c.721N>Ap.Glu241Lysp.E241KQ9P0N9protein_codingtolerated(0.56)probably_damaging(0.945)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TBC1D7SNVMissense_Mutationrs766235427c.721G>Ap.Glu241Lysp.E241KQ9P0N9protein_codingtolerated(0.56)probably_damaging(0.945)TCGA-G5-6233-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPD
TBC1D7SNVMissense_Mutationnovelc.511N>Tp.Pro171Serp.P171SQ9P0N9protein_codingdeleterious(0.03)benign(0.175)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D7SNVMissense_Mutationnovelc.337N>Ap.Gln113Lysp.Q113KQ9P0N9protein_codingtolerated(1)benign(0.283)TCGA-A5-A0GI-01Endometriumuterine corpus endometrioid 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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