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: CENPQ

Gene summary for CENPQ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CENPQ

Gene ID

55166

Gene namecentromere protein Q
Gene AliasC6orf139
Cytomap6p12.3
Gene Typeprotein-coding
GO ID

GO:0007049

UniProtAcc

Q7L2Z9


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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
55166CENPQLZE2DHumanEsophagusHGIN3.64e-033.66e-010.0642
55166CENPQLZE2THumanEsophagusESCC1.52e-087.65e-010.082
55166CENPQLZE4THumanEsophagusESCC6.35e-031.08e-010.0811
55166CENPQLZE22THumanEsophagusESCC1.54e-042.95e-010.068
55166CENPQLZE24THumanEsophagusESCC3.17e-061.51e-010.0596
55166CENPQP1T-EHumanEsophagusESCC4.62e-031.52e-010.0875
55166CENPQP2T-EHumanEsophagusESCC9.20e-061.10e-010.1177
55166CENPQP4T-EHumanEsophagusESCC9.91e-081.97e-010.1323
55166CENPQP5T-EHumanEsophagusESCC9.53e-091.78e-010.1327
55166CENPQP8T-EHumanEsophagusESCC1.88e-112.23e-010.0889
55166CENPQP9T-EHumanEsophagusESCC5.23e-051.50e-010.1131
55166CENPQP10T-EHumanEsophagusESCC8.56e-122.09e-010.116
55166CENPQP11T-EHumanEsophagusESCC1.72e-041.65e-010.1426
55166CENPQP12T-EHumanEsophagusESCC8.84e-058.64e-020.1122
55166CENPQP16T-EHumanEsophagusESCC4.12e-112.48e-010.1153
55166CENPQP17T-EHumanEsophagusESCC8.50e-051.94e-010.1278
55166CENPQP20T-EHumanEsophagusESCC3.97e-027.55e-020.1124
55166CENPQP21T-EHumanEsophagusESCC4.44e-081.48e-010.1617
55166CENPQP24T-EHumanEsophagusESCC4.40e-092.20e-010.1287
55166CENPQP26T-EHumanEsophagusESCC2.06e-081.83e-010.1276
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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
∗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:190382926EsophagusHGINpositive regulation of cellular protein localization75/2587276/187233.19e-092.30e-0775
GO:005165616EsophagusHGINestablishment of organelle localization90/2587390/187234.27e-071.94e-0590
GO:00500003EsophagusHGINchromosome localization24/258782/187232.07e-043.82e-0324
GO:00070593EsophagusHGINchromosome segregation71/2587346/187233.47e-045.62e-0371
GO:00513033EsophagusHGINestablishment of chromosome localization23/258780/187233.71e-045.77e-0323
GO:00345024EsophagusHGINprotein localization to chromosome24/258792/187231.29e-031.54e-0224
GO:00513103EsophagusHGINmetaphase plate congression18/258765/187232.46e-032.45e-0218
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:005131011EsophagusESCCmetaphase plate congression58/855265/187231.81e-138.63e-1258
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:003450211EsophagusESCCprotein localization to chromosome70/855292/187232.54e-095.64e-0870
GO:00714591EsophagusESCCprotein localization to chromosome, centromeric region18/855225/187237.04e-032.56e-0218
GO:005165610Oral cavityOSCCestablishment of organelle localization239/7305390/187232.46e-193.31e-17239
GO:190382920Oral cavityOSCCpositive regulation of cellular protein localization179/7305276/187232.20e-182.41e-16179
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:00988132Oral cavityOSCCnuclear chromosome segregation162/7305281/187231.56e-104.56e-09162
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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
CENPQSNVMissense_Mutationnovelc.508N>Ap.Glu170Lysp.E170KQ7L2Z9protein_codingdeleterious(0)possibly_damaging(0.906)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CENPQSNVMissense_Mutationrs767389861c.397G>Ap.Asp133Asnp.D133NQ7L2Z9protein_codingtolerated(1)benign(0.011)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CENPQSNVMissense_Mutationnovelc.677N>Gp.Lys226Argp.K226RQ7L2Z9protein_codingdeleterious(0.03)benign(0.196)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CENPQSNVMissense_Mutationc.559G>Ap.Ala187Thrp.A187TQ7L2Z9protein_codingtolerated(0.72)benign(0.006)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CENPQSNVMissense_Mutationc.538N>Cp.Lys180Glnp.K180QQ7L2Z9protein_codingtolerated(0.86)benign(0.086)TCGA-G4-6314-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
CENPQSNVMissense_Mutationnovelc.497T>Cp.Val166Alap.V166AQ7L2Z9protein_codingtolerated(0.2)probably_damaging(0.998)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CENPQSNVMissense_Mutationnovelc.299N>Cp.Ile100Thrp.I100TQ7L2Z9protein_codingtolerated(0.39)benign(0.007)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CENPQSNVMissense_Mutationnovelc.215N>Ap.Thr72Asnp.T72NQ7L2Z9protein_codingtolerated(0.08)possibly_damaging(0.896)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CENPQSNVMissense_Mutationnovelc.137T>Gp.Leu46Argp.L46RQ7L2Z9protein_codingtolerated(0.36)benign(0)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
CENPQSNVMissense_Mutationc.556N>Ap.Leu186Metp.L186MQ7L2Z9protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AX-A0J0-01Endometriumuterine 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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