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: OVCA2

Gene summary for OVCA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OVCA2

Gene ID

124641

Gene nameOVCA2 serine hydrolase domain containing
Gene AliasOVCA2
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q8WZ82


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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
124641OVCA2LZE4THumanEsophagusESCC6.19e-102.52e-010.0811
124641OVCA2LZE7THumanEsophagusESCC1.02e-032.13e-010.0667
124641OVCA2LZE22THumanEsophagusESCC1.15e-084.66e-010.068
124641OVCA2LZE24THumanEsophagusESCC6.43e-225.12e-010.0596
124641OVCA2P1T-EHumanEsophagusESCC1.97e-237.63e-010.0875
124641OVCA2P2T-EHumanEsophagusESCC1.75e-254.01e-010.1177
124641OVCA2P4T-EHumanEsophagusESCC1.31e-367.10e-010.1323
124641OVCA2P5T-EHumanEsophagusESCC3.28e-142.67e-010.1327
124641OVCA2P8T-EHumanEsophagusESCC1.02e-315.57e-010.0889
124641OVCA2P9T-EHumanEsophagusESCC4.90e-174.30e-010.1131
124641OVCA2P10T-EHumanEsophagusESCC4.24e-183.19e-010.116
124641OVCA2P11T-EHumanEsophagusESCC2.96e-184.90e-010.1426
124641OVCA2P12T-EHumanEsophagusESCC1.05e-386.70e-010.1122
124641OVCA2P15T-EHumanEsophagusESCC7.88e-244.29e-010.1149
124641OVCA2P16T-EHumanEsophagusESCC9.86e-345.31e-010.1153
124641OVCA2P17T-EHumanEsophagusESCC1.45e-124.01e-010.1278
124641OVCA2P19T-EHumanEsophagusESCC3.28e-151.18e+000.1662
124641OVCA2P20T-EHumanEsophagusESCC2.43e-326.49e-010.1124
124641OVCA2P21T-EHumanEsophagusESCC3.22e-458.06e-010.1617
124641OVCA2P22T-EHumanEsophagusESCC8.96e-456.67e-010.1236
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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
∗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:00325261EsophagusESCCresponse to retinoic acid63/8552107/187234.05e-031.62e-0263
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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
∗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
OVCA2SNVMissense_Mutationrs373760635c.601N>Cp.Thr201Prop.T201PQ8WZ82protein_codingtolerated(0.08)possibly_damaging(0.596)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
OVCA2SNVMissense_Mutationc.632C>Gp.Ala211Glyp.A211GQ8WZ82protein_codingdeleterious(0.01)benign(0.015)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
OVCA2SNVMissense_Mutationc.423N>Tp.Leu141Phep.L141FQ8WZ82protein_codingtolerated(0.79)benign(0.018)TCGA-AA-A029-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OVCA2SNVMissense_Mutationc.533C>Tp.Thr178Ilep.T178IQ8WZ82protein_codingdeleterious(0.01)possibly_damaging(0.697)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OVCA2SNVMissense_Mutationnovelc.214N>Tp.Gly72Cysp.G72CQ8WZ82protein_codingdeleterious(0)probably_damaging(0.979)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OVCA2SNVMissense_Mutationc.268G>Ap.Ala90Thrp.A90TQ8WZ82protein_codingtolerated(0.67)benign(0)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OVCA2SNVMissense_Mutationc.644G>Ap.Arg215Hisp.R215HQ8WZ82protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
OVCA2SNVMissense_Mutationc.659N>Cp.Lys220Thrp.K220TQ8WZ82protein_codingtolerated(0.2)benign(0.04)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OVCA2SNVMissense_Mutationnovelc.586N>Ap.Gly196Argp.G196RQ8WZ82protein_codingtolerated(0.06)possibly_damaging(0.781)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
OVCA2SNVMissense_Mutationnovelc.313N>Tp.Ala105Serp.A105SQ8WZ82protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<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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