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: CDC14B

Gene summary for CDC14B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDC14B

Gene ID

8555

Gene namecell division cycle 14B
Gene AliasCDC14B3
Cytomap9q22.32-q22.33
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

O60729


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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
8555CDC14BCCI_1HumanCervixCC1.11e-098.53e-010.528
8555CDC14BCCI_3HumanCervixCC1.56e-044.86e-010.516
8555CDC14BNAFLD1HumanLiverNAFLD1.63e-088.14e-01-0.04
8555CDC14BS41HumanLiverCirrhotic3.86e-023.86e-01-0.0343
8555CDC14BS43HumanLiverCirrhotic3.20e-02-1.43e-01-0.0187
8555CDC14BHCC1_MengHumanLiverHCC1.12e-10-1.82e-010.0246
8555CDC14BHCC2_MengHumanLiverHCC1.73e-13-9.47e-020.0107
8555CDC14BHCC1HumanLiverHCC1.74e-022.83e+000.5336
8555CDC14BPt13.aHumanLiverHCC4.95e-03-1.79e-010.021
8555CDC14BS014HumanLiverHCC2.10e-126.46e-010.2254
8555CDC14BS015HumanLiverHCC1.62e-096.18e-010.2375
8555CDC14BS016HumanLiverHCC3.57e-135.86e-010.2243
8555CDC14BHTA12-15-2HumanPancreasPDAC3.85e-043.66e-010.2315
8555CDC14BHTA12-25-1HumanPancreasPDAC1.99e-023.98e-010.313
8555CDC14BHTA12-26-1HumanPancreasPDAC3.02e-116.50e-010.3728
8555CDC14BHTA12-29-1HumanPancreasPDAC1.91e-337.20e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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:190332010CervixCCregulation of protein modification by small protein conjugation or removal66/2311242/187232.31e-103.46e-0866
GO:003139610CervixCCregulation of protein ubiquitination59/2311210/187235.90e-107.51e-0859
GO:00447725CervixCCmitotic cell cycle phase transition89/2311424/187232.70e-071.12e-0589
GO:19046669CervixCCregulation of ubiquitin protein ligase activity12/231123/187234.41e-061.12e-0412
GO:00457876CervixCCpositive regulation of cell cycle66/2311313/187237.78e-061.81e-0466
GO:00073466CervixCCregulation of mitotic cell cycle88/2311457/187231.26e-052.60e-0488
GO:19019903CervixCCregulation of mitotic cell cycle phase transition63/2311299/187231.27e-052.60e-0463
GO:00064708CervixCCprotein dephosphorylation60/2311281/187231.33e-052.68e-0460
GO:00514387CervixCCregulation of ubiquitin-protein transferase activity18/231153/187233.69e-055.84e-0418
GO:00900685CervixCCpositive regulation of cell cycle process50/2311236/187238.25e-051.11e-0350
GO:19019873CervixCCregulation of cell cycle phase transition74/2311390/187239.80e-051.27e-0374
GO:00513021CervixCCregulation of cell division39/2311177/187232.05e-042.33e-0339
GO:00009107CervixCCcytokinesis37/2311173/187235.40e-045.23e-0337
GO:00163117CervixCCdephosphorylation73/2311417/187231.23e-039.87e-0373
GO:0032465CervixCCregulation of cytokinesis22/231192/187231.55e-031.20e-0222
GO:00448392CervixCCcell cycle G2/M phase transition31/2311148/187232.07e-031.51e-0231
GO:00457862CervixCCnegative regulation of cell cycle67/2311385/187232.21e-031.59e-0267
GO:00000862CervixCCG2/M transition of mitotic cell cycle29/2311137/187232.40e-031.70e-0229
GO:00459302CervixCCnegative regulation of mitotic cell cycle44/2311235/187233.02e-031.99e-0244
GO:00427705CervixCCsignal transduction in response to DNA damage34/2311172/187233.52e-032.27e-0234
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041106CervixCCCell cycle36/1267157/84654.94e-031.67e-029.86e-0336
hsa0411013CervixCCCell cycle36/1267157/84654.94e-031.67e-029.86e-0336
hsa041104LiverCirrhoticCell cycle61/2530157/84659.53e-033.21e-021.98e-0261
hsa0411011LiverCirrhoticCell cycle61/2530157/84659.53e-033.21e-021.98e-0261
hsa041102LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa041103LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
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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
CDC14BSNVMissense_Mutationc.1430N>Cp.Arg477Thrp.R477TO60729protein_codingtolerated(0.1)probably_damaging(0.991)TCGA-C8-A26V-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenCR
CDC14BSNVMissense_Mutationnovelc.206N>Tp.Ser69Leup.S69LO60729protein_codingtolerated(0.09)benign(0.003)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
CDC14BSNVMissense_Mutationnovelc.1491N>Tp.Leu497Phep.L497FO60729protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.991)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CDC14BSNVMissense_Mutationnovelc.212T>Cp.Val71Alap.V71AO60729protein_codingtolerated(0.09)benign(0.003)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CDC14BSNVMissense_Mutationc.318G>Tp.Lys106Asnp.K106NO60729protein_codingdeleterious(0.01)benign(0.251)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CDC14BSNVMissense_Mutationc.907N>Cp.Cys303Argp.C303RO60729protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CDC14BSNVMissense_Mutationnovelc.1462N>Ap.Leu488Ilep.L488IO60729protein_codingtolerated(0.4)benign(0.007)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CDC14BSNVMissense_Mutationc.683N>Ap.Cys228Tyrp.C228YO60729protein_codingdeleterious(0.02)possibly_damaging(0.902)TCGA-D5-6536-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapy5-fuSD
CDC14BSNVMissense_Mutationrs773237782c.1123N>Tp.Arg375Cysp.R375CO60729protein_codingdeleterious(0)probably_damaging(0.945)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CDC14BSNVMissense_Mutationrs373460925c.163N>Tp.Arg55Cysp.R55CO60729protein_codingdeleterious(0)probably_damaging(0.992)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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