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: ONECUT2

Gene summary for ONECUT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ONECUT2

Gene ID

9480

Gene nameone cut homeobox 2
Gene AliasOC-2
Cytomap18q21.31
Gene Typeprotein-coding
GO ID

GO:0001889

UniProtAcc

O95948


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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
9480ONECUT2S43HumanLiverCirrhotic3.64e-09-2.14e-01-0.0187
9480ONECUT2HCC1_MengHumanLiverHCC2.65e-747.07e-020.0246
9480ONECUT2cirrhotic1HumanLiverCirrhotic1.46e-021.61e-010.0202
9480ONECUT2HCC1HumanLiverHCC6.00e-276.01e+000.5336
9480ONECUT2HCC2HumanLiverHCC3.22e-355.30e+000.5341
9480ONECUT2HCC5HumanLiverHCC1.65e-033.59e+000.4932
9480ONECUT2Pt13.aHumanLiverHCC3.33e-03-2.25e-010.021
9480ONECUT2Pt13.bHumanLiverHCC2.98e-04-1.12e-010.0251
9480ONECUT2Pt14.aHumanLiverHCC4.54e-056.06e-010.0169
9480ONECUT2Pt14.bHumanLiverHCC7.12e-063.58e-010.018
9480ONECUT2S014HumanLiverHCC4.41e-151.24e+000.2254
9480ONECUT2S015HumanLiverHCC7.16e-121.25e+000.2375
9480ONECUT2S016HumanLiverHCC4.97e-191.09e+000.2243
9480ONECUT2S027HumanLiverHCC1.74e-059.39e-010.2446
9480ONECUT2S028HumanLiverHCC9.48e-181.04e+000.2503
9480ONECUT2S029HumanLiverHCC2.02e-078.18e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000188912LiverCirrhoticliver development81/4634147/187232.99e-153.35e-1381
GO:006100812LiverCirrhotichepaticobiliary system development82/4634150/187233.72e-154.09e-1382
GO:004873212LiverCirrhoticgland development154/4634436/187234.03e-079.42e-06154
GO:001081012LiverCirrhoticregulation of cell-substrate adhesion88/4634221/187234.89e-071.10e-0588
GO:007155911LiverCirrhoticresponse to transforming growth factor beta96/4634256/187233.55e-066.09e-0596
GO:003158912LiverCirrhoticcell-substrate adhesion128/4634363/187234.10e-066.90e-05128
GO:000195211LiverCirrhoticregulation of cell-matrix adhesion55/4634128/187234.64e-067.65e-0555
GO:007156011LiverCirrhoticcellular response to transforming growth factor beta stimulus93/4634250/187237.34e-061.13e-0493
GO:000716011LiverCirrhoticcell-matrix adhesion85/4634233/187234.06e-054.83e-0485
GO:000206412LiverCirrhoticepithelial cell development80/4634220/187237.63e-058.44e-0480
GO:000717911LiverCirrhotictransforming growth factor beta receptor signaling pathway71/4634198/187233.02e-042.65e-0371
GO:190384411LiverCirrhoticregulation of cellular response to transforming growth factor beta stimulus47/4634131/187232.87e-031.65e-0247
GO:000717811LiverCirrhotictransmembrane receptor protein serine/threonine kinase signaling pathway111/4634355/187232.98e-031.70e-02111
GO:00170152LiverCirrhoticregulation of transforming growth factor beta receptor signaling pathway46/4634128/187233.04e-031.72e-0246
GO:000188922LiverHCCliver development108/7958147/187232.16e-141.41e-12108
GO:006100822LiverHCChepaticobiliary system development109/7958150/187235.72e-143.42e-12109
GO:004873222LiverHCCgland development242/7958436/187232.26e-085.28e-07242
GO:007155921LiverHCCresponse to transforming growth factor beta141/7958256/187233.08e-053.16e-04141
GO:001081022LiverHCCregulation of cell-substrate adhesion123/7958221/187235.15e-054.90e-04123
GO:007156021LiverHCCcellular response to transforming growth factor beta stimulus137/7958250/187235.47e-055.14e-04137
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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
ONECUT2COLCervixHSIL_HPVTM4SF4,SLC40A1,GATM, etc.3.19e-01The 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.
ONECUT2GOBEsophagusADJSEC61G,CALML4,LGALS4, etc.2.14e-01The 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.
ONECUT2LYMENDLiverCirrhoticITIH3,MT-ND1,MT-ND2, etc.3.89e-01The 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.
ONECUT2LYMENDLiverHealthyITIH3,MT-ND1,MT-ND2, etc.1.50e-01The 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.
∗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
ONECUT2SNVMissense_Mutationrs760843135c.1435N>Tp.Arg479Cysp.R479CO95948protein_codingdeleterious(0)possibly_damaging(0.656)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ONECUT2SNVMissense_Mutationc.482C>Gp.Ser161Cysp.S161CO95948protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ONECUT2SNVMissense_Mutationc.739C>Tp.Pro247Serp.P247SO95948protein_codingtolerated(0.47)benign(0)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ONECUT2SNVMissense_Mutationrs866569959c.595N>Tp.Arg199Cysp.R199CO95948protein_codingdeleterious(0)probably_damaging(0.99)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ONECUT2SNVMissense_Mutationrs771314671c.1438N>Tp.Arg480Cysp.R480CO95948protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C5-A7CH-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificSD
ONECUT2SNVMissense_Mutationc.1243N>Cp.Glu415Glnp.E415QO95948protein_codingdeleterious(0.03)probably_damaging(0.965)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ONECUT2SNVMissense_Mutationnovelc.1487N>Ap.Ser496Tyrp.S496YO95948protein_codingdeleterious_low_confidence(0)possibly_damaging(0.521)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ONECUT2SNVMissense_Mutationnovelc.1307T>Cp.Leu436Prop.L436PO95948protein_codingdeleterious(0.01)probably_damaging(0.929)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
ONECUT2SNVMissense_Mutationc.1203N>Cp.Gln401Hisp.Q401HO95948protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AY-6196-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
ONECUT2SNVMissense_Mutationc.449N>Tp.Thr150Metp.T150MO95948protein_codingdeleterious(0)probably_damaging(0.991)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<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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