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: TBC1D10A

Gene summary for TBC1D10A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D10A

Gene ID

83874

Gene nameTBC1 domain family member 10A
Gene AliasEPI64
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A7E244


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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
83874TBC1D10ALZE4THumanEsophagusESCC3.59e-051.42e-010.0811
83874TBC1D10ALZE7THumanEsophagusESCC1.22e-052.77e-010.0667
83874TBC1D10ALZE8THumanEsophagusESCC5.46e-102.67e-010.067
83874TBC1D10ALZE24THumanEsophagusESCC6.38e-143.36e-010.0596
83874TBC1D10ALZE21THumanEsophagusESCC1.23e-022.75e-010.0655
83874TBC1D10AP1T-EHumanEsophagusESCC3.32e-072.75e-010.0875
83874TBC1D10AP2T-EHumanEsophagusESCC1.53e-244.10e-010.1177
83874TBC1D10AP4T-EHumanEsophagusESCC4.11e-102.79e-010.1323
83874TBC1D10AP5T-EHumanEsophagusESCC9.22e-059.10e-020.1327
83874TBC1D10AP8T-EHumanEsophagusESCC1.88e-213.74e-010.0889
83874TBC1D10AP9T-EHumanEsophagusESCC4.65e-071.88e-010.1131
83874TBC1D10AP10T-EHumanEsophagusESCC2.58e-233.51e-010.116
83874TBC1D10AP11T-EHumanEsophagusESCC7.81e-167.46e-010.1426
83874TBC1D10AP12T-EHumanEsophagusESCC4.71e-152.91e-010.1122
83874TBC1D10AP15T-EHumanEsophagusESCC6.40e-183.95e-010.1149
83874TBC1D10AP16T-EHumanEsophagusESCC1.11e-142.56e-010.1153
83874TBC1D10AP17T-EHumanEsophagusESCC2.07e-044.06e-010.1278
83874TBC1D10AP19T-EHumanEsophagusESCC4.69e-032.85e-010.1662
83874TBC1D10AP20T-EHumanEsophagusESCC6.56e-277.11e-010.1124
83874TBC1D10AP21T-EHumanEsophagusESCC9.40e-204.49e-010.1617
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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:0045862111EsophagusESCCpositive regulation of proteolysis256/8552372/187237.88e-209.43e-18256
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:2000116111EsophagusESCCregulation of cysteine-type endopeptidase activity158/8552235/187231.67e-115.90e-10158
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:0010952111EsophagusESCCpositive regulation of peptidase activity133/8552197/187234.31e-101.14e-08133
GO:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:0052548111EsophagusESCCregulation of endopeptidase activity253/8552432/187233.68e-086.78e-07253
GO:0010950111EsophagusESCCpositive regulation of endopeptidase activity116/8552179/187231.77e-072.79e-06116
GO:00421477EsophagusESCCretrograde transport, endosome to Golgi63/855291/187234.58e-064.87e-0563
GO:2001056110EsophagusESCCpositive regulation of cysteine-type endopeptidase activity94/8552148/187238.87e-068.59e-0594
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:004586220Oral cavityOSCCpositive regulation of proteolysis236/7305372/187236.53e-221.38e-19236
GO:200011620Oral cavityOSCCregulation of cysteine-type endopeptidase activity152/7305235/187231.14e-158.13e-14152
GO:005254720Oral cavityOSCCregulation of peptidase activity255/7305461/187235.78e-132.75e-11255
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:001095220Oral cavityOSCCpositive regulation of peptidase activity123/7305197/187232.12e-117.21e-10123
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:005254820Oral cavityOSCCregulation of endopeptidase activity235/7305432/187234.35e-111.40e-09235
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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
TBC1D10ASNVMissense_Mutationrs375338376c.1109G>Ap.Arg370Hisp.R370HQ9BXI6protein_codingdeleterious(0.03)benign(0.071)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D10ASNVMissense_Mutationrs138242222c.158G>Ap.Arg53Hisp.R53HQ9BXI6protein_codingdeleterious(0.03)benign(0.001)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TBC1D10ASNVMissense_Mutationrs765679285c.325N>Cp.Lys109Glnp.K109QQ9BXI6protein_codingtolerated(0.25)benign(0.118)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TBC1D10ASNVMissense_Mutationrs749302364c.236A>Gp.Glu79Glyp.E79GQ9BXI6protein_codingtolerated(0.31)benign(0.009)TCGA-D8-A1XF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
TBC1D10AinsertionNonsense_Mutationnovelc.1516_1517insAGTCCCTGGTCAGCCCCCATTCTTAACp.Thr506delinsLysSerLeuValSerProHisSerTerProp.T506delinsKSLVSPHS*PQ9BXI6protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TBC1D10AdeletionFrame_Shift_Delc.960delCp.His320GlnfsTer44p.H320Qfs*44Q9BXI6protein_codingTCGA-LL-A6FR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TBC1D10ASNVMissense_Mutationrs368312026c.1096N>Tp.Arg366Cysp.R366CQ9BXI6protein_codingdeleterious(0)possibly_damaging(0.462)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TBC1D10ASNVMissense_Mutationrs201955996c.1166N>Ap.Arg389Hisp.R389HQ9BXI6protein_codingtolerated(0.05)benign(0.001)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TBC1D10ASNVMissense_Mutationnovelc.1531G>Ap.Glu511Lysp.E511KQ9BXI6protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.696)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TBC1D10ASNVMissense_Mutationnovelc.502N>Ap.Gln168Lysp.Q168KQ9BXI6protein_codingdeleterious(0)probably_damaging(0.965)TCGA-C5-A905-01Cervixcervical & 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
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