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: CDC23

Gene summary for CDC23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDC23

Gene ID

8697

Gene namecell division cycle 23
Gene AliasANAPC8
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q9UJX2


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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
8697CDC23LZE4THumanEsophagusESCC1.12e-081.95e-010.0811
8697CDC23LZE8THumanEsophagusESCC3.86e-031.09e-010.067
8697CDC23LZE24THumanEsophagusESCC3.39e-132.38e-010.0596
8697CDC23P2T-EHumanEsophagusESCC2.76e-213.87e-010.1177
8697CDC23P4T-EHumanEsophagusESCC3.67e-163.57e-010.1323
8697CDC23P5T-EHumanEsophagusESCC4.80e-274.68e-010.1327
8697CDC23P8T-EHumanEsophagusESCC8.03e-101.58e-010.0889
8697CDC23P9T-EHumanEsophagusESCC2.49e-121.94e-010.1131
8697CDC23P10T-EHumanEsophagusESCC3.19e-212.87e-010.116
8697CDC23P11T-EHumanEsophagusESCC5.30e-104.06e-010.1426
8697CDC23P12T-EHumanEsophagusESCC2.38e-245.17e-010.1122
8697CDC23P15T-EHumanEsophagusESCC4.63e-194.06e-010.1149
8697CDC23P16T-EHumanEsophagusESCC4.29e-163.11e-010.1153
8697CDC23P17T-EHumanEsophagusESCC9.24e-092.82e-010.1278
8697CDC23P19T-EHumanEsophagusESCC5.86e-033.29e-010.1662
8697CDC23P20T-EHumanEsophagusESCC4.52e-244.71e-010.1124
8697CDC23P21T-EHumanEsophagusESCC4.93e-193.68e-010.1617
8697CDC23P22T-EHumanEsophagusESCC6.45e-202.06e-010.1236
8697CDC23P23T-EHumanEsophagusESCC1.53e-051.39e-010.108
8697CDC23P24T-EHumanEsophagusESCC2.27e-151.73e-010.1287
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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
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
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:00070595ThyroidPTCchromosome segregation146/5968346/187232.99e-052.87e-04146
GO:00008196ThyroidPTCsister chromatid segregation92/5968202/187233.07e-052.94e-0492
GO:009006816ThyroidPTCpositive regulation of cell cycle process103/5968236/187239.03e-057.50e-04103
GO:00709796ThyroidPTCprotein K11-linked ubiquitination19/596829/187232.02e-041.51e-0319
GO:00482855ThyroidPTCorganelle fission188/5968488/187239.64e-045.77e-03188
GO:00070805ThyroidPTCmitotic metaphase plate congression27/596850/187239.69e-045.79e-0327
GO:00070885ThyroidPTCregulation of mitotic nuclear division51/5968110/187231.02e-036.07e-0351
GO:00988135ThyroidPTCnuclear chromosome segregation114/5968281/187231.21e-036.94e-03114
GO:19019927ThyroidPTCpositive regulation of mitotic cell cycle phase transition44/596893/187231.32e-037.48e-0344
GO:00519835ThyroidPTCregulation of chromosome segregation43/596891/187231.53e-038.55e-0343
GO:19019898ThyroidPTCpositive regulation of cell cycle phase transition52/5968115/187231.82e-039.84e-0352
GO:00500005ThyroidPTCchromosome localization39/596882/187232.14e-031.14e-0239
GO:19058184ThyroidPTCregulation of chromosome separation35/596872/187232.23e-031.18e-0235
GO:00513035ThyroidPTCestablishment of chromosome localization38/596880/187232.49e-031.29e-0238
GO:00300714ThyroidPTCregulation of mitotic metaphase/anaphase transition30/596860/187232.60e-031.33e-0230
GO:00513105ThyroidPTCmetaphase plate congression32/596865/187232.62e-031.34e-0232
GO:00002804ThyroidPTCnuclear division167/5968439/187233.27e-031.60e-02167
GO:00513064ThyroidPTCmitotic sister chromatid separation32/596867/187234.75e-032.22e-0232
GO:00070914ThyroidPTCmetaphase/anaphase transition of mitotic cell cycle30/596862/187234.85e-032.27e-0230
GO:00517833ThyroidPTCregulation of nuclear division59/5968139/187235.50e-032.50e-0259
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa05166211EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa041146EsophagusESCCOocyte meiosis77/4205131/84652.19e-024.80e-022.46e-0277
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa05166310EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa0411411EsophagusESCCOocyte meiosis77/4205131/84652.19e-024.80e-022.46e-0277
hsa0412041LiverHCCUbiquitin mediated proteolysis110/4020142/84651.67e-133.74e-122.08e-12110
hsa041102LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa0516622LiverHCCHuman T-cell leukemia virus 1 infection139/4020222/84653.17e-062.79e-051.55e-05139
hsa0412051LiverHCCUbiquitin mediated proteolysis110/4020142/84651.67e-133.74e-122.08e-12110
hsa041103LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa0516632LiverHCCHuman T-cell leukemia virus 1 infection139/4020222/84653.17e-062.79e-051.55e-05139
hsa041108Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa0412020Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa0516630Oral cavityOSCCHuman T-cell leukemia virus 1 infection150/3704222/84653.68e-137.26e-123.70e-12150
hsa04114Oral cavityOSCCOocyte meiosis74/3704131/84652.13e-035.75e-032.92e-0374
hsa0411015Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa04120110Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
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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
CDC23SNVMissense_Mutationnovelc.767N>Tp.Asp256Valp.D256VQ9UJX2protein_codingtolerated(0.09)benign(0.041)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CDC23insertionFrame_Shift_Insnovelc.419_420insACACCATAp.Leu141HisfsTer9p.L141Hfs*9Q9UJX2protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
CDC23SNVMissense_Mutationrs767536014c.1031N>Ap.Arg344Hisp.R344HQ9UJX2protein_codingdeleterious(0.03)possibly_damaging(0.862)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CDC23SNVMissense_Mutationc.938N>Cp.Lys313Thrp.K313TQ9UJX2protein_codingdeleterious(0.04)benign(0.184)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CDC23SNVMissense_Mutationnovelc.1747N>Ap.Pro583Thrp.P583TQ9UJX2protein_codingtolerated(0.06)benign(0.011)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CDC23SNVMissense_Mutationrs761053901c.1384G>Ap.Val462Metp.V462MQ9UJX2protein_codingdeleterious(0)possibly_damaging(0.768)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CDC23SNVMissense_Mutationnovelc.1336N>Gp.Leu446Valp.L446VQ9UJX2protein_codingdeleterious(0.04)possibly_damaging(0.842)TCGA-AA-3979-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CDC23SNVMissense_Mutationc.1239N>Tp.Lys413Asnp.K413NQ9UJX2protein_codingtolerated(0.07)benign(0.14)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CDC23SNVMissense_Mutationnovelc.1056N>Cp.Leu352Phep.L352FQ9UJX2protein_codingdeleterious(0.03)probably_damaging(0.937)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CDC23SNVMissense_Mutationrs374640902c.449N>Tp.Ala150Valp.A150VQ9UJX2protein_codingtolerated(0.49)benign(0.005)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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