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: SV2A

Gene summary for SV2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SV2A

Gene ID

9900

Gene namesynaptic vesicle glycoprotein 2A
Gene AliasSV2
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

B4E000


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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
9900SV2AP2T-EHumanEsophagusESCC8.56e-122.38e-010.1177
9900SV2AP4T-EHumanEsophagusESCC4.98e-051.42e-010.1323
9900SV2AP8T-EHumanEsophagusESCC1.78e-037.58e-020.0889
9900SV2AP10T-EHumanEsophagusESCC1.13e-162.83e-010.116
9900SV2AP12T-EHumanEsophagusESCC4.17e-051.07e-010.1122
9900SV2AP15T-EHumanEsophagusESCC1.66e-082.45e-010.1149
9900SV2AP16T-EHumanEsophagusESCC9.02e-111.88e-010.1153
9900SV2AP26T-EHumanEsophagusESCC2.05e-071.52e-010.1276
9900SV2AP27T-EHumanEsophagusESCC1.66e-021.08e-010.1055
9900SV2AP32T-EHumanEsophagusESCC4.17e-051.04e-010.1666
9900SV2AP49T-EHumanEsophagusESCC7.16e-116.41e-010.1768
9900SV2AP56T-EHumanEsophagusESCC2.72e-045.95e-010.1613
9900SV2AP57T-EHumanEsophagusESCC3.50e-026.52e-020.0926
9900SV2AP61T-EHumanEsophagusESCC8.00e-041.65e-010.099
9900SV2AP76T-EHumanEsophagusESCC1.88e-041.35e-010.1207
9900SV2AP79T-EHumanEsophagusESCC7.90e-038.24e-020.1154
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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
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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
SV2ASNVMissense_Mutationc.1456N>Ap.Val486Metp.V486MQ7L0J3protein_codingtolerated(0.15)benign(0.027)TCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
SV2ASNVMissense_Mutationc.274G>Ap.Glu92Lysp.E92KQ7L0J3protein_codingdeleterious(0)probably_damaging(0.912)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
SV2ASNVMissense_Mutationc.1361G>Tp.Trp454Leup.W454LQ7L0J3protein_codingdeleterious(0.01)probably_damaging(1)TCGA-E9-A1NA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SV2ASNVMissense_Mutationnovelc.229G>Tp.Gly77Cysp.G77CQ7L0J3protein_codingdeleterious_low_confidence(0.01)benign(0.095)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
SV2ASNVMissense_Mutationc.488G>Ap.Arg163Hisp.R163HQ7L0J3protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SV2ASNVMissense_Mutationnovelc.586G>Tp.Asp196Tyrp.D196YQ7L0J3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SV2ASNVMissense_Mutationrs764888560c.1897G>Ap.Val633Metp.V633MQ7L0J3protein_codingtolerated(0.06)probably_damaging(0.928)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SV2ASNVMissense_Mutationrs781957523c.37N>Tp.Arg13Cysp.R13CQ7L0J3protein_codingdeleterious_low_confidence(0)possibly_damaging(0.634)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SV2ASNVMissense_Mutationrs781948463c.913N>Ap.Val305Metp.V305MQ7L0J3protein_codingdeleterious(0.02)possibly_damaging(0.833)TCGA-AA-3956-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SV2ASNVMissense_Mutationrs782745503c.538G>Ap.Gly180Serp.G180SQ7L0J3protein_codingtolerated(0.08)probably_damaging(0.98)TCGA-AA-3976-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolinicCR
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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
9900SV2ADRUGGABLE GENOME, TRANSPORTERBrivaracetamBRIVARACETAM
9900SV2ADRUGGABLE GENOME, TRANSPORTERBRIVARACETAMBRIVARACETAM
9900SV2ADRUGGABLE GENOME, TRANSPORTERmodulatorCHEMBL1286LEVETIRACETAM
9900SV2ADRUGGABLE GENOME, TRANSPORTERLEVETIRACETAMLEVETIRACETAM
9900SV2ADRUGGABLE GENOME, TRANSPORTERmodulatorCHEMBL607400BRIVARACETAM
9900SV2ADRUGGABLE GENOME, TRANSPORTERSELETRACETAMSELETRACETAM
9900SV2ADRUGGABLE GENOME, TRANSPORTERLevetiracetamLEVETIRACETAM
9900SV2ADRUGGABLE GENOME, TRANSPORTERINSULININSULIN16306227
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