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: INCENP

Gene summary for INCENP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INCENP

Gene ID

3619

Gene nameinner centromere protein
Gene AliasINCENP
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9NQS7


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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
3619INCENPLZE24THumanEsophagusESCC2.65e-051.55e-010.0596
3619INCENPP2T-EHumanEsophagusESCC4.31e-062.07e-010.1177
3619INCENPP4T-EHumanEsophagusESCC7.93e-071.75e-010.1323
3619INCENPP5T-EHumanEsophagusESCC2.02e-061.45e-010.1327
3619INCENPP8T-EHumanEsophagusESCC8.56e-122.20e-010.0889
3619INCENPP9T-EHumanEsophagusESCC2.30e-021.34e-010.1131
3619INCENPP10T-EHumanEsophagusESCC3.75e-031.04e-010.116
3619INCENPP11T-EHumanEsophagusESCC4.74e-031.45e-010.1426
3619INCENPP17T-EHumanEsophagusESCC2.68e-032.21e-010.1278
3619INCENPP21T-EHumanEsophagusESCC1.88e-112.61e-010.1617
3619INCENPP23T-EHumanEsophagusESCC3.36e-031.25e-010.108
3619INCENPP24T-EHumanEsophagusESCC8.40e-041.38e-010.1287
3619INCENPP26T-EHumanEsophagusESCC3.50e-027.71e-020.1276
3619INCENPP27T-EHumanEsophagusESCC8.40e-041.28e-010.1055
3619INCENPP28T-EHumanEsophagusESCC4.24e-183.15e-010.1149
3619INCENPP30T-EHumanEsophagusESCC2.13e-031.60e-010.137
3619INCENPP31T-EHumanEsophagusESCC2.02e-061.34e-010.1251
3619INCENPP32T-EHumanEsophagusESCC1.96e-051.56e-010.1666
3619INCENPP36T-EHumanEsophagusESCC7.91e-072.35e-010.1187
3619INCENPP37T-EHumanEsophagusESCC4.27e-062.12e-010.1371
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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
∗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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:000007011EsophagusESCCmitotic sister chromatid segregation138/8552168/187231.37e-222.63e-20138
GO:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:005131011EsophagusESCCmetaphase plate congression58/855265/187231.81e-138.63e-1258
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:005130311EsophagusESCCestablishment of chromosome localization67/855280/187231.92e-128.09e-1167
GO:005000011EsophagusESCCchromosome localization68/855282/187233.37e-121.32e-1068
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:00512256EsophagusESCCspindle assembly85/8552117/187232.72e-095.98e-0885
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
GO:00719029EsophagusESCCpositive regulation of protein serine/threonine kinase activity124/8552200/187232.27e-062.61e-05124
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
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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
INCENPSNVMissense_Mutationrs780988487c.2540N>Ap.Arg847Glnp.R847QQ9NQS7protein_codingtolerated(0.15)possibly_damaging(0.895)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
INCENPSNVMissense_Mutationc.511A>Gp.Ile171Valp.I171VQ9NQS7protein_codingtolerated(0.2)benign(0.012)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INCENPSNVMissense_Mutationc.1442C>Tp.Ser481Leup.S481LQ9NQS7protein_codingdeleterious(0)benign(0)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
INCENPSNVMissense_Mutationc.1391N>Gp.Gln464Argp.Q464RQ9NQS7protein_codingdeleterious(0.03)benign(0.038)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
INCENPSNVMissense_Mutationc.901N>Gp.Gln301Glup.Q301EQ9NQS7protein_codingdeleterious(0.02)benign(0.011)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
INCENPinsertionFrame_Shift_Insnovelc.1789_1790insTCAACTATTATGAAATAGTTGATATACACAATAGAATATATGTp.Lys597IlefsTer18p.K597Ifs*18Q9NQS7protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
INCENPinsertionNonsense_Mutationnovelc.1328_1329insGGGGGTAGCCAGGCCCTGGCATCTGTAGATTTGTATTTTTAGTp.Pro444GlyfsTer9p.P444Gfs*9Q9NQS7protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
INCENPdeletionFrame_Shift_Delc.1132delNp.Glu380ArgfsTer78p.E380Rfs*78Q9NQS7protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INCENPinsertionIn_Frame_Insnovelc.2061_2062insGAGCGGp.Gln687_Arg688insGluArgp.Q687_R688insERQ9NQS7protein_codingTCGA-E2-A576-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
INCENPSNVMissense_Mutationrs770503094c.1384G>Ap.Glu462Lysp.E462KQ9NQS7protein_codingdeleterious(0.01)benign(0.34)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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