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: ERV3-1

Gene summary for ERV3-1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ERV3-1

Gene ID

2086

Gene nameendogenous retrovirus group 3 member 1, envelope
Gene AliasERV-R
Cytomap7q11.21
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q14264


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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
2086ERV3-1HCC1_MengHumanLiverHCC6.66e-272.76e-030.0246
2086ERV3-1HCC2_MengHumanLiverHCC3.98e-112.83e-020.0107
2086ERV3-1cirrhotic1HumanLiverCirrhotic3.61e-041.07e-010.0202
2086ERV3-1cirrhotic2HumanLiverCirrhotic7.01e-041.07e-010.0201
2086ERV3-1HCC5HumanLiverHCC8.99e-164.08e-010.4932
2086ERV3-1S027HumanLiverHCC5.84e-121.20e+000.2446
2086ERV3-1S028HumanLiverHCC9.57e-331.38e+000.2503
2086ERV3-1S029HumanLiverHCC1.98e-301.49e+000.2581
2086ERV3-1RNA-P17T-P17T-6HumanLungIAC6.21e-055.63e-010.3385
2086ERV3-1RNA-P17T-P17T-8HumanLungIAC9.17e-045.59e-010.3329
2086ERV3-1RNA-P3T-P3T-4HumanLungIAC4.76e-055.27e-010.1859
2086ERV3-1RNA-P6T2-P6T2-2HumanLungIAC6.80e-042.79e-01-0.0132
2086ERV3-1C04HumanOral cavityOSCC1.06e-135.12e-010.2633
2086ERV3-1C21HumanOral cavityOSCC1.00e-301.25e+000.2678
2086ERV3-1C43HumanOral cavityOSCC3.86e-062.08e-010.1704
2086ERV3-1C46HumanOral cavityOSCC4.73e-132.83e-010.1673
2086ERV3-1C51HumanOral cavityOSCC9.05e-103.83e-010.2674
2086ERV3-1C57HumanOral cavityOSCC2.73e-175.10e-010.1679
2086ERV3-1C08HumanOral cavityOSCC3.71e-255.12e-010.1919
2086ERV3-1SYSMH1HumanOral cavityOSCC3.03e-113.16e-010.1127
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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
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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
ERV3-1SNVMissense_Mutationrs200537808c.1615N>Ap.Gln539Lysp.Q539KQ14264protein_codingdeleterious(0.05)benign(0.106)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ERV3-1SNVMissense_Mutationrs377605592c.403G>Ap.Val135Ilep.V135IQ14264protein_codingtolerated(0.33)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERV3-1SNVMissense_Mutationc.1310G>Ap.Cys437Tyrp.C437YQ14264protein_codingdeleterious(0)probably_damaging(0.955)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ERV3-1SNVMissense_Mutationnovelc.1609N>Cp.Ala537Prop.A537PQ14264protein_codingdeleterious(0.01)possibly_damaging(0.537)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ERV3-1SNVMissense_Mutationrs762732410c.227G>Ap.Gly76Aspp.G76DQ14264protein_codingtolerated(0.49)benign(0.012)TCGA-C8-A12U-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ERV3-1SNVMissense_Mutationrs200537808c.1615N>Ap.Gln539Lysp.Q539KQ14264protein_codingdeleterious(0.05)benign(0.106)TCGA-EW-A1J6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ERV3-1insertionNonsense_Mutationnovelc.1079_1080insCAGATGATTCTTCTGCTTCAGTCTCCTGAGTAGCTGGGATCp.Leu360PhefsTer3p.L360Ffs*3Q14264protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
ERV3-1insertionIn_Frame_Insnovelc.776_777insATATTGTTGTCCTAGp.Glu259_His260insTyrCysCysProArgp.E259_H260insYCCPRQ14264protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERV3-1deletionIn_Frame_Delc.74_88delGGGAGGGATGCCTCCp.Trp25_His30delinsTyrp.W25_H30delinsYQ14264protein_codingTCGA-E9-A22G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ERV3-1SNVMissense_Mutationrs200537808c.1615N>Ap.Gln539Lysp.Q539KQ14264protein_codingdeleterious(0.05)benign(0.106)TCGA-C5-A8YT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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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