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: CENPC

Gene summary for CENPC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CENPC

Gene ID

1060

Gene namecentromere protein C
Gene AliasCENP-C
Cytomap4q13.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q03188


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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
1060CENPCLZE4THumanEsophagusESCC2.82e-063.06e-010.0811
1060CENPCLZE5THumanEsophagusESCC5.50e-065.33e-010.0514
1060CENPCLZE7THumanEsophagusESCC7.57e-083.41e-010.0667
1060CENPCLZE20THumanEsophagusESCC7.87e-072.77e-010.0662
1060CENPCLZE24THumanEsophagusESCC6.37e-102.04e-010.0596
1060CENPCLZE6THumanEsophagusESCC5.07e-041.61e-010.0845
1060CENPCP1T-EHumanEsophagusESCC4.71e-166.63e-010.0875
1060CENPCP2T-EHumanEsophagusESCC7.60e-305.17e-010.1177
1060CENPCP4T-EHumanEsophagusESCC1.70e-173.74e-010.1323
1060CENPCP5T-EHumanEsophagusESCC6.99e-121.32e-010.1327
1060CENPCP8T-EHumanEsophagusESCC2.06e-183.56e-010.0889
1060CENPCP9T-EHumanEsophagusESCC5.70e-081.60e-010.1131
1060CENPCP10T-EHumanEsophagusESCC2.54e-152.59e-010.116
1060CENPCP11T-EHumanEsophagusESCC7.40e-185.56e-010.1426
1060CENPCP12T-EHumanEsophagusESCC1.30e-285.41e-010.1122
1060CENPCP15T-EHumanEsophagusESCC4.90e-173.65e-010.1149
1060CENPCP16T-EHumanEsophagusESCC3.76e-213.13e-010.1153
1060CENPCP17T-EHumanEsophagusESCC6.56e-033.13e-010.1278
1060CENPCP19T-EHumanEsophagusESCC1.45e-022.40e-010.1662
1060CENPCP20T-EHumanEsophagusESCC1.95e-377.71e-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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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: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:005131011EsophagusESCCmetaphase plate congression58/855265/187231.81e-138.63e-1258
GO:000708011EsophagusESCCmitotic metaphase plate congression47/855250/187233.15e-131.47e-1147
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:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:00513831EsophagusESCCkinetochore organization21/855223/187235.69e-065.90e-0521
GO:00086081EsophagusESCCattachment of spindle microtubules to kinetochore29/855235/187236.61e-066.75e-0529
GO:00513151EsophagusESCCattachment of mitotic spindle microtubules to kinetochore15/855215/187237.81e-067.69e-0515
GO:00345081EsophagusESCCcentromere complex assembly25/855230/187232.45e-052.09e-0425
GO:00513821EsophagusESCCkinetochore assembly16/855218/187231.78e-041.15e-0316
GO:005165618SkinAKestablishment of organelle localization69/1910390/187233.69e-069.11e-0569
GO:00070594SkinAKchromosome segregation60/1910346/187232.88e-054.98e-0460
GO:00008195SkinAKsister chromatid segregation37/1910202/187233.10e-043.19e-0337
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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
CENPCSNVMissense_Mutationnovelc.2401N>Tp.Leu801Phep.L801FQ03188protein_codingtolerated(0.14)probably_damaging(0.957)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
CENPCSNVMissense_Mutationrs184128058c.1496G>Ap.Arg499Hisp.R499HQ03188protein_codingtolerated(1)benign(0)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CENPCSNVMissense_Mutationc.788N>Tp.Ser263Leup.S263LQ03188protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CENPCSNVMissense_Mutationrs267600207c.2333C>Tp.Ser778Leup.S778LQ03188protein_codingtolerated(0.07)benign(0.223)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CENPCSNVMissense_Mutationnovelc.648G>Tp.Lys216Asnp.K216NQ03188protein_codingtolerated(0.2)benign(0.031)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CENPCSNVMissense_Mutationc.1804N>Ap.Gly602Serp.G602SQ03188protein_codingtolerated(0.65)benign(0.205)TCGA-D8-A1XA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CENPCSNVMissense_Mutationnovelc.1354G>Ap.Asp452Asnp.D452NQ03188protein_codingtolerated(0.09)benign(0.421)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CENPCSNVMissense_Mutationnovelc.815G>Ap.Arg272Glnp.R272QQ03188protein_codingdeleterious(0.01)possibly_damaging(0.778)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CENPCSNVMissense_Mutationc.651N>Cp.Lys217Asnp.K217NQ03188protein_codingtolerated(0.19)benign(0.007)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CENPCinsertionFrame_Shift_Insrs778937184c.2602dupTp.Ser868PhefsTer28p.S868Ffs*28Q03188protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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