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: CDC14A

Gene summary for CDC14A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDC14A

Gene ID

8556

Gene namecell division cycle 14A
Gene AliasDFNB105
Cytomap1p21.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q9UNH5


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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
8556CDC14AAEH-subject1HumanEndometriumAEH3.48e-103.69e-01-0.3059
8556CDC14AAEH-subject2HumanEndometriumAEH1.72e-022.32e-01-0.2525
8556CDC14AAEH-subject3HumanEndometriumAEH2.75e-032.81e-01-0.2576
8556CDC14AAEH-subject4HumanEndometriumAEH5.08e-185.52e-01-0.2657
8556CDC14AAEH-subject5HumanEndometriumAEH6.02e-308.22e-01-0.2953
8556CDC14AEEC-subject1HumanEndometriumEEC3.55e-246.97e-01-0.2682
8556CDC14AEEC-subject4HumanEndometriumEEC2.01e-246.49e-01-0.2571
8556CDC14AEEC-subject5HumanEndometriumEEC2.25e-063.45e-01-0.249
8556CDC14ATD9HumanLungIAC3.58e-048.60e-010.088
8556CDC14ARNA-P17T-P17T-2HumanLungIAC1.81e-035.17e-010.3371
8556CDC14ARNA-P17T-P17T-6HumanLungIAC1.89e-036.21e-010.3385
8556CDC14ARNA-P17T-P17T-8HumanLungIAC1.08e-056.57e-010.3329
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00009108EndometriumAEHcytokinesis40/2100173/187236.01e-061.49e-0440
GO:00457877EndometriumAEHpositive regulation of cell cycle56/2100313/187232.73e-043.14e-0356
GO:00064709EndometriumAEHprotein dephosphorylation50/2100281/187236.41e-046.23e-0350
GO:00447726EndometriumAEHmitotic cell cycle phase transition67/2100424/187232.37e-031.78e-0267
GO:00900686EndometriumAEHpositive regulation of cell cycle process41/2100236/187232.94e-032.09e-0241
GO:00513022EndometriumAEHregulation of cell division32/2100177/187234.33e-032.86e-0232
GO:000091013EndometriumEECcytokinesis40/2168173/187231.29e-052.60e-0440
GO:004578713EndometriumEECpositive regulation of cell cycle59/2168313/187231.04e-041.44e-0359
GO:000647013EndometriumEECprotein dephosphorylation51/2168281/187237.38e-047.01e-0351
GO:004477213EndometriumEECmitotic cell cycle phase transition71/2168424/187238.68e-047.97e-0371
GO:009006812EndometriumEECpositive regulation of cell cycle process44/2168236/187239.39e-048.42e-0344
GO:005130211EndometriumEECregulation of cell division32/2168177/187236.93e-033.98e-0232
GO:00073467EndometriumEECregulation of mitotic cell cycle70/2168457/187238.76e-034.74e-0270
GO:00447723LungIACmitotic cell cycle phase transition85/2061424/187232.69e-083.20e-0685
GO:00064707LungIACprotein dephosphorylation60/2061281/187233.24e-072.48e-0560
GO:00163116LungIACdephosphorylation75/2061417/187231.21e-053.64e-0475
GO:19019872LungIACregulation of cell cycle phase transition69/2061390/187234.55e-051.06e-0369
GO:00073464LungIACregulation of mitotic cell cycle78/2061457/187235.37e-051.21e-0378
GO:00457875LungIACpositive regulation of cell cycle56/2061313/187231.69e-043.01e-0356
GO:00353353LungIACpeptidyl-tyrosine dephosphorylation23/206197/187232.79e-044.56e-0323
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041105LungIACCell cycle30/1053157/84651.03e-023.83e-022.54e-0230
hsa0411012LungIACCell cycle30/1053157/84651.03e-023.83e-022.54e-0230
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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
CDC14ASNVMissense_Mutationrs781410426c.1438N>Tp.Arg480Trpp.R480WQ9UNH5protein_codingdeleterious_low_confidence(0)probably_damaging(0.985)TCGA-AC-A8OQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CDC14ASNVMissense_Mutationnovelc.1280N>Ap.Ala427Glup.A427EQ9UNH5protein_codingdeleterious(0.05)benign(0.156)TCGA-D8-A1XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamide+tamoxifenSD
CDC14ASNVMissense_Mutationc.506A>Gp.Tyr169Cysp.Y169CQ9UNH5protein_codingdeleterious(0)probably_damaging(0.992)TCGA-IR-A3LF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CDC14ASNVMissense_Mutationc.864G>Tp.Leu288Phep.L288FQ9UNH5protein_codingdeleterious(0)probably_damaging(0.971)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CDC14ASNVMissense_Mutationc.1070N>Gp.Ser357Cysp.S357CQ9UNH5protein_codingtolerated(0.07)benign(0.112)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
CDC14ASNVMissense_Mutationnovelc.1221G>Tp.Gln407Hisp.Q407HQ9UNH5protein_codingtolerated(0.17)benign(0.02)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CDC14ASNVMissense_Mutationrs371468460c.622N>Ap.Ala208Thrp.A208TQ9UNH5protein_codingdeleterious(0.03)possibly_damaging(0.66)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CDC14ASNVMissense_Mutationnovelc.650A>Cp.Lys217Thrp.K217TQ9UNH5protein_codingdeleterious(0)benign(0.122)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CDC14ASNVMissense_Mutationnovelc.560A>Cp.Lys187Thrp.K187TQ9UNH5protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CDC14ASNVMissense_Mutationnovelc.895N>Cp.Phe299Leup.F299LQ9UNH5protein_codingtolerated(0.26)benign(0.038)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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