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: CENPP

Gene summary for CENPP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CENPP

Gene ID

401541

Gene namecentromere protein P
Gene AliasCENP-P
Cytomap9q22.31
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

Q6IPU0


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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
401541CENPPCA_HPV_3HumanCervixCC2.04e-071.68e-010.0414
401541CENPPCCI_1HumanCervixCC3.68e-251.51e+000.528
401541CENPPCCI_2HumanCervixCC3.69e-111.05e+000.5249
401541CENPPCCI_3HumanCervixCC4.38e-382.13e+000.516
401541CENPPCCII_1HumanCervixCC8.50e-105.05e-010.3249
401541CENPPTumorHumanCervixCC1.56e-061.98e-010.1241
401541CENPPsample3HumanCervixCC1.84e-021.35e-010.1387
401541CENPPT3HumanCervixCC2.99e-051.47e-010.1389
401541CENPPAEH-subject3HumanEndometriumAEH6.96e-031.87e-01-0.2576
401541CENPPAEH-subject4HumanEndometriumAEH4.18e-032.43e-01-0.2657
401541CENPPEEC-subject1HumanEndometriumEEC3.65e-032.11e-01-0.2682
401541CENPPEEC-subject5HumanEndometriumEEC9.55e-072.35e-01-0.249
401541CENPPP1T-EHumanEsophagusESCC9.10e-063.91e-010.0875
401541CENPPP2T-EHumanEsophagusESCC4.30e-102.63e-010.1177
401541CENPPP4T-EHumanEsophagusESCC2.71e-021.14e-010.1323
401541CENPPP5T-EHumanEsophagusESCC3.75e-031.15e-010.1327
401541CENPPP8T-EHumanEsophagusESCC7.90e-037.75e-020.0889
401541CENPPP9T-EHumanEsophagusESCC4.46e-113.18e-010.1131
401541CENPPP10T-EHumanEsophagusESCC3.22e-457.85e-010.116
401541CENPPP11T-EHumanEsophagusESCC1.89e-084.82e-010.1426
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:00063381CervixCCchromatin remodeling45/2311255/187238.33e-034.30e-0245
GO:00063258EndometriumAEHchromatin organization64/2100409/187233.69e-032.52e-0264
GO:000632513EndometriumEECchromatin organization65/2168409/187234.98e-033.14e-0265
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00345081EsophagusESCCcentromere complex assembly25/855230/187232.45e-052.09e-0425
GO:0031055EsophagusESCCchromatin remodeling at centromere9/855210/187235.09e-031.92e-029
GO:0043486EsophagusESCChistone exchange16/855222/187239.46e-033.28e-0216
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:0034508Oral cavityOSCCcentromere complex assembly21/730530/187235.75e-043.30e-0321
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632515Oral cavityEOLPchromatin organization84/2218409/187232.68e-078.16e-0684
GO:00063383Oral cavityEOLPchromatin remodeling46/2218255/187232.34e-031.44e-0246
GO:000632518SkinAKchromatin organization73/1910409/187231.40e-064.26e-0573
GO:00063384SkinAKchromatin remodeling51/1910255/187231.95e-065.73e-0551
GO:0071103SkinAKDNA conformation change47/1910290/187239.43e-047.61e-0347
GO:0071824SkinAKprotein-DNA complex subunit organization38/1910241/187234.43e-032.57e-0238
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
GO:000633812SkincSCCchromatin remodeling94/4864255/187237.58e-057.26e-0494
GO:00718241SkincSCCprotein-DNA complex subunit organization87/4864241/187233.09e-042.47e-0387
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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
CENPPinsertionIn_Frame_Insnovelc.728_729insTCAACTCAACTGGTTTCCAAGCTTTAAp.Gln244_Arg245insLeuAsnTrpPheProSerPheLysGlnp.Q244_R245insLNWFPSFKQQ6IPU0protein_codingTCGA-A8-A0AB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CENPPSNVMissense_Mutationc.581N>Tp.Ala194Valp.A194VQ6IPU0protein_codingtolerated(1)benign(0.001)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPPSNVMissense_Mutationnovelc.572A>Gp.Tyr191Cysp.Y191CQ6IPU0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CENPPSNVMissense_Mutationnovelc.109A>Gp.Lys37Glup.K37EQ6IPU0protein_codingtolerated(0.08)benign(0.058)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CENPPinsertionFrame_Shift_Insnovelc.512_513insTp.Val174CysfsTer5p.V174Cfs*5Q6IPU0protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CENPPdeletionFrame_Shift_Delrs750494120c.519delTp.Phe173LeufsTer46p.F173Lfs*46Q6IPU0protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPPSNVMissense_Mutationnovelc.559N>Ap.Leu187Ilep.L187IQ6IPU0protein_codingdeleterious(0)benign(0.037)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CENPPSNVMissense_Mutationc.389N>Tp.Arg130Ilep.R130IQ6IPU0protein_codingdeleterious(0.05)benign(0.114)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CENPPSNVMissense_Mutationc.296N>Tp.Arg99Ilep.R99IQ6IPU0protein_codingdeleterious(0.03)benign(0.031)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CENPPSNVMissense_Mutationnovelc.71N>Gp.Asp24Glyp.D24GQ6IPU0protein_codingtolerated(0.07)benign(0.033)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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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