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: OVOL2

Gene summary for OVOL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OVOL2

Gene ID

58495

Gene nameovo like zinc finger 2
Gene AliasCHED
Cytomap20p11.23
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9BRP0


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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
58495OVOL2HTA11_78_2000001011HumanColorectumAD5.03e-033.97e-01-0.1088
58495OVOL2HTA11_347_2000001011HumanColorectumAD1.93e-074.34e-01-0.1954
58495OVOL2HTA11_696_2000001011HumanColorectumAD2.65e-034.34e-01-0.1464
58495OVOL2HTA11_1391_2000001011HumanColorectumAD3.83e-023.43e-01-0.059
58495OVOL2HTA11_99999970781_79442HumanColorectumMSS1.24e-02-2.31e-010.294
58495OVOL2HTA11_99999965104_69814HumanColorectumMSS2.29e-171.11e+000.281
58495OVOL2A015-C-203HumanColorectumFAP2.43e-11-2.28e-01-0.1294
58495OVOL2A002-C-201HumanColorectumFAP7.45e-04-1.08e-010.0324
58495OVOL2A001-C-108HumanColorectumFAP1.90e-05-1.68e-01-0.0272
58495OVOL2A002-C-205HumanColorectumFAP3.76e-07-1.64e-01-0.1236
58495OVOL2A015-C-006HumanColorectumFAP1.35e-05-2.62e-01-0.0994
58495OVOL2A015-C-106HumanColorectumFAP1.71e-02-6.82e-02-0.0511
58495OVOL2A002-C-114HumanColorectumFAP2.52e-05-1.97e-01-0.1561
58495OVOL2A015-C-104HumanColorectumFAP2.82e-09-2.28e-01-0.1899
58495OVOL2A001-C-014HumanColorectumFAP1.82e-03-2.04e-010.0135
58495OVOL2A002-C-016HumanColorectumFAP1.41e-06-2.18e-010.0521
58495OVOL2A015-C-002HumanColorectumFAP1.03e-02-2.44e-01-0.0763
58495OVOL2A002-C-116HumanColorectumFAP2.74e-11-2.25e-01-0.0452
58495OVOL2A014-C-008HumanColorectumFAP1.51e-04-2.30e-01-0.191
58495OVOL2A018-E-020HumanColorectumFAP1.28e-07-2.79e-01-0.2034
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0001890ColorectumADplacenta development51/3918144/187233.99e-057.16e-0451
GO:0001892ColorectumADembryonic placenta development33/391882/187235.30e-059.01e-0433
GO:0060562ColorectumADepithelial tube morphogenesis93/3918325/187235.65e-046.00e-0393
GO:0060711ColorectumADlabyrinthine layer development19/391844/187237.13e-047.21e-0319
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:0007178ColorectumADtransmembrane receptor protein serine/threonine kinase signaling pathway99/3918355/187239.92e-049.28e-0399
GO:0014020ColorectumADprimary neural tube formation33/391894/187231.02e-039.50e-0333
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:0001841ColorectumADneural tube formation35/3918102/187231.16e-031.05e-0235
GO:0043616ColorectumADkeratinocyte proliferation19/391846/187231.36e-031.19e-0219
GO:0071559ColorectumADresponse to transforming growth factor beta74/3918256/187231.45e-031.23e-0274
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:0071560ColorectumADcellular response to transforming growth factor beta stimulus72/3918250/187231.85e-031.52e-0272
GO:0060390ColorectumADregulation of SMAD protein signal transduction14/391831/187232.10e-031.67e-0214
GO:0010837ColorectumADregulation of keratinocyte proliferation15/391835/187232.78e-032.09e-0215
GO:0060395ColorectumADSMAD protein signal transduction28/391882/187233.73e-032.63e-0228
GO:0035148ColorectumADtube formation45/3918148/187234.13e-032.87e-0245
GO:0001838ColorectumADembryonic epithelial tube formation38/3918121/187234.40e-033.01e-0238
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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
OVOL2MAITColorectumSERB3GALT5,STAP2,SASS6, etc.1.43e-02The 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.
OVOL2INFIBProstateADJOXSM,MXD3,ANKRD36C, etc.7.46e-02The 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.
OVOL2INFIBProstateBPHOXSM,MXD3,ANKRD36C, etc.1.89e-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.
OVOL2PMCStomachCAG with IMLYPD6B,SYTL2,DHX16, 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.
∗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
OVOL2SNVMissense_Mutationnovelc.749T>Cp.Leu250Prop.L250PQ9BRP0protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
OVOL2insertionFrame_Shift_Insnovelc.664_665insGCAGTAGGGTCp.Thr222SerfsTer16p.T222Sfs*16Q9BRP0protein_codingTCGA-AO-A0J3-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
OVOL2insertionFrame_Shift_Insnovelc.332_333insATp.Thr112SerfsTer24p.T112Sfs*24Q9BRP0protein_codingTCGA-B6-A0IM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OVOL2insertionNonsense_Mutationnovelc.331_332insAATCGCTTGAACCTGGGAGGCGGAGGTTGCAGTGAGCCAAp.Gly111GlufsTer12p.G111Efs*12Q9BRP0protein_codingTCGA-B6-A0IM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OVOL2SNVMissense_Mutationc.481N>Cp.Asp161Hisp.D161HQ9BRP0protein_codingdeleterious(0)probably_damaging(1)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
OVOL2SNVMissense_Mutationc.343G>Ap.Asp115Asnp.D115NQ9BRP0protein_codingtolerated(0.15)benign(0.007)TCGA-JW-A5VG-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
OVOL2SNVMissense_Mutationrs368800012c.407N>Ap.Arg136Hisp.R136HQ9BRP0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
OVOL2SNVMissense_Mutationnovelc.701A>Gp.Asn234Serp.N234SQ9BRP0protein_codingtolerated(0.32)benign(0.034)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
OVOL2SNVMissense_Mutationnovelc.527N>Gp.Lys176Argp.K176RQ9BRP0protein_codingdeleterious(0.05)probably_damaging(0.998)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
OVOL2SNVMissense_Mutationnovelc.674C>Gp.Thr225Serp.T225SQ9BRP0protein_codingtolerated(0.69)benign(0.047)TCGA-A5-A2K2-01Endometriumuterine 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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