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: CENPU

Gene summary for CENPU

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CENPU

Gene ID

79682

Gene namecentromere protein U
Gene AliasCENP50
Cytomap4q35.1
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

Q71F23


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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
79682CENPUP36T-EHumanEsophagusESCC3.77e-054.41e-010.1187
79682CENPUP37T-EHumanEsophagusESCC1.79e-082.83e-010.1371
79682CENPUP38T-EHumanEsophagusESCC1.50e-063.96e-010.127
79682CENPUP39T-EHumanEsophagusESCC3.97e-041.84e-010.0894
79682CENPUP42T-EHumanEsophagusESCC4.31e-053.13e-010.1175
79682CENPUP47T-EHumanEsophagusESCC3.75e-031.16e-010.1067
79682CENPUP48T-EHumanEsophagusESCC1.78e-031.55e-010.0959
79682CENPUP49T-EHumanEsophagusESCC4.13e-057.98e-010.1768
79682CENPUP52T-EHumanEsophagusESCC1.75e-256.39e-010.1555
79682CENPUP54T-EHumanEsophagusESCC4.05e-124.47e-010.0975
79682CENPUP62T-EHumanEsophagusESCC2.41e-043.01e-010.1302
79682CENPUP65T-EHumanEsophagusESCC3.11e-093.20e-010.0978
79682CENPUP74T-EHumanEsophagusESCC1.89e-217.92e-010.1479
79682CENPUP75T-EHumanEsophagusESCC4.41e-072.23e-010.1125
79682CENPUP76T-EHumanEsophagusESCC1.35e-236.71e-010.1207
79682CENPUP79T-EHumanEsophagusESCC4.19e-256.28e-010.1154
79682CENPUP80T-EHumanEsophagusESCC1.19e-105.02e-010.155
79682CENPUP82T-EHumanEsophagusESCC9.18e-034.55e-010.1072
79682CENPUP83T-EHumanEsophagusESCC2.47e-228.34e-010.1738
79682CENPUP89T-EHumanEsophagusESCC9.28e-075.09e-010.1752
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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
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
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
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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
CENPUSNVMissense_Mutationnovelc.1102N>Gp.Tyr368Aspp.Y368DQ71F23protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
CENPUinsertionNonsense_Mutationnovelc.1103_1104insAAp.Tyr368Terp.Y368*Q71F23protein_codingTCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
CENPUinsertionFrame_Shift_Insnovelc.129_130insACGTGp.Phe44ThrfsTer80p.F44Tfs*80Q71F23protein_codingTCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
CENPUSNVMissense_Mutationc.945N>Tp.Lys315Asnp.K315NQ71F23protein_codingdeleterious(0)probably_damaging(0.972)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CENPUSNVMissense_Mutationrs200975207c.1132N>Ap.Val378Ilep.V378IQ71F23protein_codingtolerated(0.23)benign(0)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPUSNVMissense_Mutationc.77G>Tp.Arg26Ilep.R26IQ71F23protein_codingdeleterious(0)possibly_damaging(0.548)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CENPUSNVMissense_Mutationc.955N>Tp.Arg319Cysp.R319CQ71F23protein_codingdeleterious(0.05)benign(0.3)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CENPUSNVMissense_Mutationc.439A>Gp.Thr147Alap.T147AQ71F23protein_codingtolerated(0.06)benign(0.061)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CENPUSNVMissense_Mutationnovelc.527N>Gp.Lys176Argp.K176RQ71F23protein_codingtolerated(0.14)benign(0.031)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPUSNVMissense_Mutationnovelc.317N>Tp.Arg106Ilep.R106IQ71F23protein_codingtolerated(0.09)benign(0.276)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<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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