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: CENPT

Gene summary for CENPT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CENPT

Gene ID

80152

Gene namecentromere protein T
Gene AliasC16orf56
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

B3KPB2


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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
80152CENPTLZE4THumanEsophagusESCC2.21e-103.26e-010.0811
80152CENPTLZE7THumanEsophagusESCC9.03e-113.28e-010.0667
80152CENPTLZE8THumanEsophagusESCC5.20e-051.29e-010.067
80152CENPTLZE22D1HumanEsophagusHGIN4.18e-031.66e-010.0595
80152CENPTLZE24THumanEsophagusESCC2.81e-153.96e-010.0596
80152CENPTP1T-EHumanEsophagusESCC1.21e-115.98e-010.0875
80152CENPTP2T-EHumanEsophagusESCC1.40e-223.57e-010.1177
80152CENPTP4T-EHumanEsophagusESCC4.77e-173.77e-010.1323
80152CENPTP5T-EHumanEsophagusESCC4.48e-151.99e-010.1327
80152CENPTP8T-EHumanEsophagusESCC5.25e-275.33e-010.0889
80152CENPTP9T-EHumanEsophagusESCC3.42e-041.50e-010.1131
80152CENPTP10T-EHumanEsophagusESCC1.64e-212.02e-010.116
80152CENPTP11T-EHumanEsophagusESCC2.41e-144.31e-010.1426
80152CENPTP12T-EHumanEsophagusESCC1.35e-253.10e-010.1122
80152CENPTP15T-EHumanEsophagusESCC2.61e-132.64e-010.1149
80152CENPTP16T-EHumanEsophagusESCC4.79e-151.92e-010.1153
80152CENPTP17T-EHumanEsophagusESCC2.08e-093.98e-010.1278
80152CENPTP19T-EHumanEsophagusESCC2.29e-075.26e-010.1662
80152CENPTP20T-EHumanEsophagusESCC6.61e-092.64e-010.1124
80152CENPTP21T-EHumanEsophagusESCC1.26e-152.83e-010.1617
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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
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:00070593EsophagusHGINchromosome segregation71/2587346/187233.47e-045.62e-0371
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00513831EsophagusESCCkinetochore organization21/855223/187235.69e-065.90e-0521
GO:00345081EsophagusESCCcentromere complex assembly25/855230/187232.45e-052.09e-0425
GO:00513821EsophagusESCCkinetochore assembly16/855218/187231.78e-041.15e-0316
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:0051383Oral cavityOSCCkinetochore organization18/730523/187231.47e-041.04e-0318
GO:0034508Oral cavityOSCCcentromere complex assembly21/730530/187235.75e-043.30e-0321
GO:0051382Oral cavityOSCCkinetochore assembly14/730518/187239.51e-044.96e-0314
GO:00070591Oral cavityLPchromosome segregation117/4623346/187237.61e-059.91e-04117
GO:00070595ThyroidPTCchromosome segregation146/5968346/187232.99e-052.87e-04146
GO:000705913ThyroidATCchromosome segregation183/6293346/187238.03e-144.23e-12183
GO:00513833ThyroidATCkinetochore organization18/629323/187231.47e-051.39e-0418
GO:00513823ThyroidATCkinetochore assembly15/629318/187232.06e-051.85e-0415
GO:00345083ThyroidATCcentromere complex assembly20/629330/187232.18e-041.43e-0320
GO:00718242ThyroidATCprotein-DNA complex subunit organization103/6293241/187231.84e-039.03e-03103
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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
CENPTSNVMissense_Mutationnovelc.137N>Gp.Ala46Glyp.A46GQ96BT3protein_codingdeleterious(0.02)benign(0.058)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
CENPTinsertionIn_Frame_Insnovelc.943_944insTATTTCTCCAGGTCTCCTCCCCACp.Ser315delinsIlePheLeuGlnValSerSerProArgp.S315delinsIFLQVSSPRQ96BT3protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
CENPTSNVMissense_Mutationc.994N>Cp.Glu332Glnp.E332QQ96BT3protein_codingtolerated(0.11)benign(0.007)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CENPTSNVMissense_Mutationc.653N>Gp.Asp218Glyp.D218GQ96BT3protein_codingdeleterious(0.01)possibly_damaging(0.807)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CENPTSNVMissense_Mutationrs779497731c.1355G>Ap.Arg452Glnp.R452QQ96BT3protein_codingtolerated(0.17)benign(0.005)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CENPTSNVMissense_Mutationc.1130C>Tp.Ala377Valp.A377VQ96BT3protein_codingtolerated(1)benign(0)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPTSNVMissense_Mutationnovelc.685A>Gp.Thr229Alap.T229AQ96BT3protein_codingtolerated(0.1)benign(0.007)TCGA-AF-2691-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
CENPTSNVMissense_Mutationc.1373C>Tp.Ala458Valp.A458VQ96BT3protein_codingdeleterious(0.01)benign(0.197)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CENPTSNVMissense_Mutationc.1249N>Ap.Leu417Ilep.L417IQ96BT3protein_codingtolerated(0.12)benign(0.007)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CENPTSNVMissense_Mutationc.70N>Ap.Asp24Asnp.D24NQ96BT3protein_codingdeleterious(0.03)possibly_damaging(0.648)TCGA-A5-A0VP-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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