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: OVOS2

Gene summary for OVOS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OVOS2

Gene ID

144203

Gene namealpha-2-macroglobulin like 1 pseudogene
Gene AliasOVOS2
Cytomap12p11.21
Gene Typepseudo
GO ID

GO:0006508

UniProtAcc

NA


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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
144203OVOS2GSM4909281HumanBreastIDC3.30e-12-5.66e-010.21
144203OVOS2GSM4909282HumanBreastIDC1.49e-12-5.66e-01-0.0288
144203OVOS2GSM4909285HumanBreastIDC7.27e-12-5.66e-010.21
144203OVOS2GSM4909286HumanBreastIDC1.49e-12-5.66e-010.1081
144203OVOS2GSM4909287HumanBreastIDC1.12e-14-5.66e-010.2057
144203OVOS2GSM4909288HumanBreastIDC1.24e-02-5.66e-010.0988
144203OVOS2GSM4909290HumanBreastIDC3.25e-10-5.66e-010.2096
144203OVOS2GSM4909291HumanBreastIDC4.44e-08-5.66e-010.1753
144203OVOS2GSM4909293HumanBreastIDC1.60e-11-5.66e-010.1581
144203OVOS2GSM4909294HumanBreastIDC3.30e-12-5.66e-010.2022
144203OVOS2GSM4909295HumanBreastIDC4.00e-06-5.66e-010.0898
144203OVOS2GSM4909296HumanBreastIDC7.27e-12-5.66e-010.1524
144203OVOS2GSM4909297HumanBreastIDC6.74e-13-5.66e-010.1517
144203OVOS2GSM4909298HumanBreastIDC3.30e-12-5.66e-010.1551
144203OVOS2GSM4909299HumanBreastIDC1.49e-12-5.66e-010.035
144203OVOS2GSM4909300HumanBreastIDC2.78e-05-5.66e-010.0334
144203OVOS2GSM4909301HumanBreastIDC6.74e-13-5.66e-010.1577
144203OVOS2GSM4909302HumanBreastIDC1.89e-14-5.66e-010.1545
144203OVOS2GSM4909303HumanBreastIDC3.82e-03-5.66e-010.0438
144203OVOS2GSM4909304HumanBreastIDC3.04e-13-5.66e-010.1636
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
∗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:00525479BreastPrecancerregulation of peptidase activity71/1080461/187232.72e-146.94e-1271
GO:00525489BreastPrecancerregulation of endopeptidase activity67/1080432/187231.06e-132.36e-1167
GO:00458619BreastPrecancernegative regulation of proteolysis50/1080351/187232.99e-092.39e-0750
GO:00513468BreastPrecancernegative regulation of hydrolase activity50/1080379/187233.85e-082.34e-0650
GO:00104668BreastPrecancernegative regulation of peptidase activity38/1080262/187231.46e-077.82e-0638
GO:00109519BreastPrecancernegative regulation of endopeptidase activity37/1080252/187231.55e-078.05e-0637
GO:005254714BreastIDCregulation of peptidase activity96/1434461/187237.58e-206.15e-1796
GO:005254814BreastIDCregulation of endopeptidase activity88/1434432/187231.20e-174.85e-1588
GO:004586114BreastIDCnegative regulation of proteolysis70/1434351/187238.21e-142.22e-1170
GO:005134613BreastIDCnegative regulation of hydrolase activity71/1434379/187231.33e-122.90e-1071
GO:001046613BreastIDCnegative regulation of peptidase activity56/1434262/187231.39e-122.92e-1056
GO:001095112BreastIDCnegative regulation of endopeptidase activity52/1434252/187233.53e-115.57e-0952
GO:005254723BreastDCISregulation of peptidase activity88/1390461/187231.18e-164.78e-1488
GO:005254823BreastDCISregulation of endopeptidase activity83/1390432/187236.07e-162.15e-1383
GO:004586123BreastDCISnegative regulation of proteolysis63/1390351/187234.39e-116.06e-0963
GO:005134623BreastDCISnegative regulation of hydrolase activity64/1390379/187234.32e-104.80e-0864
GO:001046622BreastDCISnegative regulation of peptidase activity49/1390262/187231.54e-091.43e-0749
GO:001095122BreastDCISnegative regulation of endopeptidase activity47/1390252/187233.63e-093.11e-0747
GO:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:0052548111EsophagusESCCregulation of endopeptidase activity253/8552432/187233.68e-086.78e-07253
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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
OVOS2SNVMissense_Mutationrs575105644c.1301N>Tp.Thr434Metp.T434Mprotein_codingdeleterious(0)probably_damaging(0.99)TCGA-A1-A0SQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
OVOS2SNVMissense_Mutationnovelc.1682N>Gp.Ser561Cysp.S561Cprotein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A4SE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
OVOS2SNVMissense_Mutationnovelc.3911N>Tp.Asn1304Ilep.N1304Iprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OVOS2SNVMissense_Mutationnovelc.3526N>Cp.Ser1176Prop.S1176Pprotein_codingtolerated(0.2)benign(0.059)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OVOS2SNVMissense_Mutationnovelc.2591N>Gp.Glu864Glyp.E864Gprotein_codingdeleterious(0.02)benign(0.085)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OVOS2SNVMissense_Mutationnovelc.2738C>Tp.Ala913Valp.A913Vprotein_codingtolerated(0.2)benign(0.062)TCGA-AC-A8OQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OVOS2SNVMissense_Mutationrs766147973c.1604N>Ap.Ser535Asnp.S535Nprotein_codingdeleterious(0.01)benign(0.331)TCGA-C8-A1HO-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
OVOS2SNVMissense_Mutationnovelc.1972N>Tp.Leu658Phep.L658Fprotein_codingdeleterious(0)possibly_damaging(0.668)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
OVOS2SNVMissense_Mutationnovelc.3767N>Ap.Ser1256Asnp.S1256Nprotein_codingtolerated(0.33)benign(0.027)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OVOS2SNVMissense_Mutationrs768533407c.2093N>Tp.Pro698Leup.P698Lprotein_codingtolerated(0.05)benign(0.046)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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