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: OVOL1

Gene summary for OVOL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OVOL1

Gene ID

5017

Gene nameovo like transcriptional repressor 1
Gene AliasHOVO1
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O14753


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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
5017OVOL1P39T-EHumanEsophagusESCC5.51e-176.90e-010.0894
5017OVOL1P42T-EHumanEsophagusESCC1.75e-111.39e+000.1175
5017OVOL1P47T-EHumanEsophagusESCC5.98e-176.80e-010.1067
5017OVOL1P48T-EHumanEsophagusESCC1.73e-054.63e-010.0959
5017OVOL1P49T-EHumanEsophagusESCC7.03e-041.35e+000.1768
5017OVOL1P54T-EHumanEsophagusESCC2.41e-311.22e+000.0975
5017OVOL1P57T-EHumanEsophagusESCC9.14e-053.76e-010.0926
5017OVOL1P62T-EHumanEsophagusESCC1.78e-452.15e+000.1302
5017OVOL1P65T-EHumanEsophagusESCC2.15e-023.34e-010.0978
5017OVOL1P74T-EHumanEsophagusESCC7.02e-151.50e+000.1479
5017OVOL1P75T-EHumanEsophagusESCC1.59e-511.92e+000.1125
5017OVOL1P79T-EHumanEsophagusESCC8.99e-062.84e-010.1154
5017OVOL1P80T-EHumanEsophagusESCC1.08e-612.76e+000.155
5017OVOL1P83T-EHumanEsophagusESCC1.54e-033.92e-010.1738
5017OVOL1P107T-EHumanEsophagusESCC5.67e-046.42e-010.171
5017OVOL1P126T-EHumanEsophagusESCC2.77e-031.22e+000.1125
5017OVOL1P127T-EHumanEsophagusESCC6.20e-321.17e+000.0826
5017OVOL1P128T-EHumanEsophagusESCC1.64e-087.87e-010.1241
5017OVOL1P130T-EHumanEsophagusESCC2.39e-331.83e+000.1676
5017OVOL1C04HumanOral cavityOSCC4.51e-149.67e-010.2633
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:00109484EsophagusESCCnegative regulation of cell cycle process177/8552294/187233.26e-074.59e-06177
GO:19019883EsophagusESCCnegative regulation of cell cycle phase transition151/8552249/187231.28e-061.57e-05151
GO:004593013EsophagusESCCnegative regulation of mitotic cell cycle143/8552235/187231.84e-062.15e-05143
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00016559EsophagusESCCurogenital system development177/8552338/187237.51e-032.69e-02177
GO:00073469Oral cavityOSCCregulation of mitotic cell cycle266/7305457/187233.87e-173.41e-15266
GO:19019875Oral cavityOSCCregulation of cell cycle phase transition209/7305390/187232.79e-096.42e-08209
GO:00457879Oral cavityOSCCpositive regulation of cell cycle173/7305313/187233.28e-097.44e-08173
GO:00457864Oral cavityOSCCnegative regulation of cell cycle206/7305385/187234.28e-099.55e-08206
GO:00459304Oral cavityOSCCnegative regulation of mitotic cell cycle132/7305235/187236.51e-081.16e-06132
GO:00435887Oral cavityOSCCskin development143/7305263/187232.77e-074.27e-06143
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:19019882Oral cavityOSCCnegative regulation of cell cycle phase transition136/7305249/187233.81e-075.70e-06136
GO:00109483Oral cavityOSCCnegative regulation of cell cycle process155/7305294/187231.11e-061.48e-05155
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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
OVOL1INCAFProstateADJOAS1,EPS8L1,ARL17B, etc.3.16e-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.
OVOL1INFIBProstateHealthyOAS1,EPS8L1,ARL17B, 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.
OVOL1BASSkinHealthyZNF750,CLDN4,RHOV, etc.2.11e-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
OVOL1SNVMissense_Mutationnovelc.625C>Tp.Arg209Trpp.R209WO14753protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
OVOL1SNVMissense_Mutationnovelc.256N>Cp.Asp86Hisp.D86HO14753protein_codingtolerated(0.18)benign(0.003)TCGA-VS-A94X-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
OVOL1SNVMissense_Mutationnovelc.727C>Tp.Arg243Cysp.R243CO14753protein_codingdeleterious(0)possibly_damaging(0.818)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
OVOL1SNVMissense_Mutationrs774919756c.593G>Ap.Gly198Aspp.G198DO14753protein_codingdeleterious(0)probably_damaging(0.948)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OVOL1SNVMissense_Mutationrs199678307c.391C>Tp.Arg131Cysp.R131CO14753protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
OVOL1SNVMissense_Mutationc.119C>Tp.Pro40Leup.P40LO14753protein_codingtolerated(0.16)probably_damaging(0.994)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OVOL1SNVMissense_Mutationnovelc.223N>Ap.Gly75Argp.G75RO14753protein_codingtolerated(0.09)benign(0.068)TCGA-AF-2691-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
OVOL1SNVMissense_Mutationnovelc.625N>Tp.Arg209Trpp.R209WO14753protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OVOL1SNVMissense_Mutationrs577150616c.427N>Ap.Val143Ilep.V143IO14753protein_codingdeleterious(0.04)benign(0.061)TCGA-AX-A1C9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OVOL1SNVMissense_Mutationnovelc.223N>Ap.Gly75Argp.G75RO14753protein_codingtolerated(0.09)benign(0.068)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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