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: CENPH

Gene summary for CENPH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CENPH

Gene ID

64946

Gene namecentromere protein H
Gene AliasCENPH
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

A0A0S2Z5T0


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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
64946CENPHLZE7THumanEsophagusESCC2.01e-033.16e-010.0667
64946CENPHLZE24THumanEsophagusESCC2.67e-041.66e-010.0596
64946CENPHLZE6THumanEsophagusESCC8.01e-041.85e-010.0845
64946CENPHP1T-EHumanEsophagusESCC2.32e-043.46e-010.0875
64946CENPHP2T-EHumanEsophagusESCC1.03e-431.03e+000.1177
64946CENPHP4T-EHumanEsophagusESCC2.81e-185.66e-010.1323
64946CENPHP5T-EHumanEsophagusESCC2.65e-163.26e-010.1327
64946CENPHP9T-EHumanEsophagusESCC2.18e-081.90e-010.1131
64946CENPHP10T-EHumanEsophagusESCC4.64e-153.00e-010.116
64946CENPHP12T-EHumanEsophagusESCC8.89e-092.54e-010.1122
64946CENPHP15T-EHumanEsophagusESCC4.03e-164.94e-010.1149
64946CENPHP16T-EHumanEsophagusESCC1.58e-204.13e-010.1153
64946CENPHP17T-EHumanEsophagusESCC1.58e-063.54e-010.1278
64946CENPHP19T-EHumanEsophagusESCC4.55e-024.72e-010.1662
64946CENPHP20T-EHumanEsophagusESCC3.38e-052.08e-010.1124
64946CENPHP21T-EHumanEsophagusESCC1.77e-184.92e-010.1617
64946CENPHP22T-EHumanEsophagusESCC7.91e-092.19e-010.1236
64946CENPHP23T-EHumanEsophagusESCC2.57e-092.23e-010.108
64946CENPHP24T-EHumanEsophagusESCC3.10e-174.14e-010.1287
64946CENPHP26T-EHumanEsophagusESCC1.03e-205.06e-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
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:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:190285015EsophagusESCCmicrotubule cytoskeleton organization involved in mitosis116/8552147/187231.25e-169.91e-15116
GO:000705214EsophagusESCCmitotic spindle organization97/8552120/187232.17e-151.33e-1397
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
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:00070526Oral cavityOSCCmitotic spindle organization85/7305120/187231.44e-126.23e-1185
GO:19028506Oral cavityOSCCmicrotubule cytoskeleton organization involved in mitosis99/7305147/187232.94e-121.18e-1099
GO:00070517Oral cavityOSCCspindle organization117/7305184/187231.16e-114.17e-10117
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:000705912SkincSCCchromosome segregation161/4864346/187238.34e-178.57e-15161
GO:190285016SkincSCCmicrotubule cytoskeleton organization involved in mitosis85/4864147/187232.66e-162.39e-1485
GO:000705215SkincSCCmitotic spindle organization73/4864120/187237.81e-166.80e-1473
GO:000705115SkincSCCspindle organization96/4864184/187232.59e-141.77e-1296
GO:00513832SkincSCCkinetochore organization15/486423/187238.72e-058.21e-0415
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
CENPHdeletionFrame_Shift_Delc.344delAp.Asn115ThrfsTer16p.N115Tfs*16Q9H3R5protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CENPHSNVMissense_Mutationc.314N>Tp.Arg105Metp.R105MQ9H3R5protein_codingdeleterious(0)possibly_damaging(0.888)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
CENPHdeletionFrame_Shift_Delc.344delAp.Asn115ThrfsTer16p.N115Tfs*16Q9H3R5protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPHSNVMissense_Mutationnovelc.642N>Gp.His214Glnp.H214QQ9H3R5protein_codingdeleterious(0.01)possibly_damaging(0.617)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CENPHSNVMissense_Mutationnovelc.473N>Cp.Arg158Thrp.R158TQ9H3R5protein_codingdeleterious(0)probably_damaging(0.947)TCGA-AX-A2IO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
CENPHSNVMissense_Mutationc.588G>Tp.Lys196Asnp.K196NQ9H3R5protein_codingtolerated(0.11)probably_damaging(0.966)TCGA-BS-A0TC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CENPHSNVMissense_Mutationnovelc.548N>Gp.Lys183Argp.K183RQ9H3R5protein_codingdeleterious(0.02)probably_damaging(0.945)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
CENPHSNVMissense_Mutationnovelc.301N>Ap.Leu101Ilep.L101IQ9H3R5protein_codingdeleterious(0.03)probably_damaging(0.973)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
CENPHSNVMissense_Mutationrs200925138c.235N>Ap.Glu79Lysp.E79KQ9H3R5protein_codingdeleterious(0.02)benign(0.007)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CENPHSNVMissense_Mutationnovelc.64N>Ap.Ala22Thrp.A22TQ9H3R5protein_codingtolerated(0.21)benign(0.017)TCGA-EY-A2OM-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapytaxolSD
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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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