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: ANAPC10

Gene summary for ANAPC10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANAPC10

Gene ID

10393

Gene nameanaphase promoting complex subunit 10
Gene AliasAPC10
Cytomap4q31.21
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

Q9UM13


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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
10393ANAPC10LZE4THumanEsophagusESCC1.70e-132.80e-010.0811
10393ANAPC10LZE7THumanEsophagusESCC1.59e-082.88e-010.0667
10393ANAPC10LZE8THumanEsophagusESCC2.88e-041.43e-010.067
10393ANAPC10LZE20THumanEsophagusESCC2.63e-061.51e-010.0662
10393ANAPC10LZE22THumanEsophagusESCC2.23e-042.89e-010.068
10393ANAPC10LZE24THumanEsophagusESCC7.38e-152.33e-010.0596
10393ANAPC10LZE6THumanEsophagusESCC1.19e-053.22e-010.0845
10393ANAPC10P1T-EHumanEsophagusESCC1.87e-072.49e-010.0875
10393ANAPC10P2T-EHumanEsophagusESCC2.86e-264.53e-010.1177
10393ANAPC10P4T-EHumanEsophagusESCC2.07e-192.82e-010.1323
10393ANAPC10P5T-EHumanEsophagusESCC2.99e-202.33e-010.1327
10393ANAPC10P8T-EHumanEsophagusESCC1.21e-213.91e-010.0889
10393ANAPC10P9T-EHumanEsophagusESCC3.94e-101.30e-010.1131
10393ANAPC10P10T-EHumanEsophagusESCC3.71e-173.13e-010.116
10393ANAPC10P11T-EHumanEsophagusESCC4.73e-113.94e-010.1426
10393ANAPC10P12T-EHumanEsophagusESCC6.22e-296.52e-010.1122
10393ANAPC10P15T-EHumanEsophagusESCC1.29e-193.83e-010.1149
10393ANAPC10P16T-EHumanEsophagusESCC8.79e-163.23e-010.1153
10393ANAPC10P17T-EHumanEsophagusESCC8.05e-101.92e-010.1278
10393ANAPC10P20T-EHumanEsophagusESCC2.40e-202.33e-010.1124
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:000020917EsophagusESCCprotein polyubiquitination170/8552236/187231.40e-161.09e-14170
GO:007097912EsophagusESCCprotein K11-linked ubiquitination27/855229/187238.09e-081.39e-0627
GO:00311451EsophagusESCCanaphase-promoting complex-dependent catabolic process18/855221/187231.81e-041.16e-0318
GO:001049820Oral cavityOSCCproteasomal protein catabolic process336/7305490/187235.45e-418.63e-38336
GO:004316120Oral cavityOSCCproteasome-mediated ubiquitin-dependent protein catabolic process285/7305412/187235.68e-365.99e-33285
GO:000020910Oral cavityOSCCprotein polyubiquitination150/7305236/187231.59e-149.27e-13150
GO:00709793Oral cavityOSCCprotein K11-linked ubiquitination26/730529/187232.05e-084.01e-0726
GO:0031145Oral cavityOSCCanaphase-promoting complex-dependent catabolic process16/730521/187235.99e-043.39e-0316
GO:001049825Oral cavityEOLPproteasomal protein catabolic process108/2218490/187237.79e-119.51e-09108
GO:000020923Oral cavityEOLPprotein polyubiquitination62/2218236/187237.88e-105.90e-0862
GO:004316125Oral cavityEOLPproteasome-mediated ubiquitin-dependent protein catabolic process92/2218412/187239.87e-106.96e-0892
GO:00709792Oral cavityEOLPprotein K11-linked ubiquitination9/221829/187234.94e-032.62e-029
GO:001049828SkincSCCproteasomal protein catabolic process243/4864490/187237.85e-304.10e-27243
GO:004316128SkincSCCproteasome-mediated ubiquitin-dependent protein catabolic process205/4864412/187231.46e-254.16e-23205
GO:000020924SkincSCCprotein polyubiquitination103/4864236/187232.57e-099.09e-08103
GO:00709795SkincSCCprotein K11-linked ubiquitination19/486429/187238.84e-061.17e-0419
GO:00311452SkincSCCanaphase-promoting complex-dependent catabolic process12/486421/187232.40e-031.38e-0212
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa05166211EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa041146EsophagusESCCOocyte meiosis77/4205131/84652.19e-024.80e-022.46e-0277
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa05166310EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa0411411EsophagusESCCOocyte meiosis77/4205131/84652.19e-024.80e-022.46e-0277
hsa041108Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa0412020Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa0516630Oral cavityOSCCHuman T-cell leukemia virus 1 infection150/3704222/84653.68e-137.26e-123.70e-12150
hsa04114Oral cavityOSCCOocyte meiosis74/3704131/84652.13e-035.75e-032.92e-0374
hsa0411015Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa04120110Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa05166113Oral cavityOSCCHuman T-cell leukemia virus 1 infection150/3704222/84653.68e-137.26e-123.70e-12150
hsa041141Oral cavityOSCCOocyte meiosis74/3704131/84652.13e-035.75e-032.92e-0374
hsa0516644Oral cavityEOLPHuman T-cell leukemia virus 1 infection64/1218222/84651.37e-081.83e-071.08e-0764
hsa0516654Oral cavityEOLPHuman T-cell leukemia virus 1 infection64/1218222/84651.37e-081.83e-071.08e-0764
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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
ANAPC10SNVMissense_Mutationc.220N>Ap.Val74Metp.V74MQ9UM13protein_codingdeleterious(0.04)possibly_damaging(0.857)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ANAPC10SNVMissense_Mutationnovelc.497N>Gp.Ser166Cysp.S166CQ9UM13protein_codingtolerated(0.18)possibly_damaging(0.563)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANAPC10insertionIn_Frame_Insnovelc.403_404insACAp.Phe135delinsTyrIlep.F135delinsYIQ9UM13protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ANAPC10insertionFrame_Shift_Insnovelc.401_402insCTTATTGAACGp.Phe135LeufsTer6p.F135Lfs*6Q9UM13protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ANAPC10SNVMissense_Mutationc.545G>Ap.Arg182Hisp.R182HQ9UM13protein_codingtolerated(0.16)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ANAPC10SNVMissense_Mutationnovelc.279N>Tp.Lys93Asnp.K93NQ9UM13protein_codingdeleterious(0.01)possibly_damaging(0.741)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANAPC10SNVMissense_Mutationnovelc.129N>Gp.Asp43Glup.D43EQ9UM13protein_codingtolerated(0.62)benign(0.012)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANAPC10SNVMissense_Mutationnovelc.492G>Tp.Glu164Aspp.E164DQ9UM13protein_codingtolerated(0.99)benign(0.01)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANAPC10SNVMissense_Mutationnovelc.353G>Tp.Gly118Valp.G118VQ9UM13protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANAPC10SNVMissense_Mutationnovelc.154A>Gp.Thr52Alap.T52AQ9UM13protein_codingdeleterious(0)possibly_damaging(0.804)TCGA-E6-A1LX-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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