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: MAGEA3

Gene summary for MAGEA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAGEA3

Gene ID

4102

Gene nameMAGE family member A3
Gene AliasCT1.3
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P43357


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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
4102MAGEA3LZE2THumanEsophagusESCC7.52e-181.19e+000.082
4102MAGEA3LZE4THumanEsophagusESCC2.06e-461.15e+000.0811
4102MAGEA3LZE5THumanEsophagusESCC1.57e-033.08e-010.0514
4102MAGEA3LZE8THumanEsophagusESCC6.02e-351.06e+000.067
4102MAGEA3LZE22D1HumanEsophagusHGIN4.30e-074.26e-010.0595
4102MAGEA3LZE22THumanEsophagusESCC1.02e-181.36e+000.068
4102MAGEA3LZE24THumanEsophagusESCC5.14e-701.79e+000.0596
4102MAGEA3LZE22D3HumanEsophagusHGIN4.92e-047.78e-010.0653
4102MAGEA3P1T-EHumanEsophagusESCC1.83e-271.95e+000.0875
4102MAGEA3P2T-EHumanEsophagusESCC6.31e-488.37e-010.1177
4102MAGEA3P4T-EHumanEsophagusESCC1.23e-561.14e+000.1323
4102MAGEA3P5T-EHumanEsophagusESCC5.53e-631.28e+000.1327
4102MAGEA3P9T-EHumanEsophagusESCC5.27e-531.16e+000.1131
4102MAGEA3P11T-EHumanEsophagusESCC6.73e-208.07e-010.1426
4102MAGEA3P15T-EHumanEsophagusESCC2.56e-551.12e+000.1149
4102MAGEA3P17T-EHumanEsophagusESCC1.36e-231.21e+000.1278
4102MAGEA3P19T-EHumanEsophagusESCC1.65e-101.49e+000.1662
4102MAGEA3P20T-EHumanEsophagusESCC3.59e-801.69e+000.1124
4102MAGEA3P21T-EHumanEsophagusESCC3.75e-031.76e-010.1617
4102MAGEA3P23T-EHumanEsophagusESCC1.60e-802.32e+000.108
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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
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
GO:001050711Oral cavityLPnegative regulation of autophagy38/462385/187234.36e-056.24e-0438
GO:1902236110Oral cavityLPnegative regulation of endoplasmic reticulum stress-induced intrinsic apoptotic signaling pathway13/462320/187231.59e-041.79e-0313
GO:190331711Oral cavityLPregulation of protein maturation29/462367/187236.51e-045.90e-0329
GO:007061311Oral cavityLPregulation of protein processing28/462365/187238.77e-047.59e-0328
GO:001046619Oral cavityLPnegative regulation of peptidase activity87/4623262/187231.12e-039.19e-0387
GO:005134619Oral cavityLPnegative regulation of hydrolase activity120/4623379/187231.16e-039.48e-03120
GO:00109551Oral cavityLPnegative regulation of protein processing15/462329/187231.55e-031.20e-0215
GO:19033181Oral cavityLPnegative regulation of protein maturation15/462329/187231.55e-031.20e-0215
GO:001095118Oral cavityLPnegative regulation of endopeptidase activity83/4623252/187231.86e-031.39e-0283
GO:003497633ThyroidATCresponse to endoplasmic reticulum stress167/6293256/187232.62e-251.03e-22167
GO:200123335ThyroidATCregulation of apoptotic signaling pathway206/6293356/187232.81e-215.92e-19206
GO:009719335ThyroidATCintrinsic apoptotic signaling pathway171/6293288/187231.86e-192.67e-17171
GO:001050632ThyroidATCregulation of autophagy180/6293317/187231.34e-171.46e-15180
GO:200124233ThyroidATCregulation of intrinsic apoptotic signaling pathway103/6293164/187231.67e-149.77e-13103
GO:2001234210ThyroidATCnegative regulation of apoptotic signaling pathway129/6293224/187231.26e-136.46e-12129
GO:200124333ThyroidATCnegative regulation of intrinsic apoptotic signaling pathway63/629398/187234.97e-101.33e-0863
GO:003133035ThyroidATCnegative regulation of cellular catabolic process136/6293262/187236.47e-101.71e-08136
GO:000989529ThyroidATCnegative regulation of catabolic process159/6293320/187231.61e-093.99e-08159
GO:190589728ThyroidATCregulation of response to endoplasmic reticulum stress54/629382/187232.34e-095.58e-0854
GO:0070059113ThyroidATCintrinsic apoptotic signaling pathway in response to endoplasmic reticulum stress43/629363/187231.98e-083.90e-0743
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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
MAGEA3SNVMissense_Mutationc.418N>Ap.Val140Ilep.V140IP43357protein_codingtolerated(1)benign(0)TCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAGEA3SNVMissense_Mutationnovelc.711N>Gp.Ser237Argp.S237RP43357protein_codingdeleterious(0.02)possibly_damaging(0.582)TCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAGEA3SNVMissense_Mutationc.940N>Ap.Glu314Lysp.E314KP43357protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAGEA3insertionFrame_Shift_Insnovelc.763_764insCTCCTACGATGGCCTGCTGGGTGp.Tyr255SerfsTer38p.Y255Sfs*38P43357protein_codingTCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
MAGEA3SNVMissense_Mutationc.326N>Ap.Leu109Hisp.L109HP43357protein_codingdeleterious(0)possibly_damaging(0.886)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
MAGEA3SNVMissense_Mutationc.892C>Tp.His298Tyrp.H298YP43357protein_codingdeleterious(0.01)benign(0.05)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MAGEA3SNVMissense_Mutationnovelc.295N>Ap.Pro99Thrp.P99TP43357protein_codingtolerated(0.1)benign(0.231)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
MAGEA3SNVMissense_Mutationnovelc.296N>Tp.Pro99Leup.P99LP43357protein_codingdeleterious(0.01)benign(0.231)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
MAGEA3SNVMissense_Mutationnovelc.228N>Gp.Asn76Lysp.N76KP43357protein_codingtolerated(0.98)benign(0.076)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAGEA3SNVMissense_Mutationnovelc.151G>Tp.Gly51Trpp.G51WP43357protein_codingdeleterious(0.02)probably_damaging(0.955)TCGA-ZJ-AB0I-01Cervixcervical & endocervical cancerFemale<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
4102MAGEA3ENZYME, DRUGGABLE GENOMEAstuprotimut-RASTUPROTIMUT-R
4102MAGEA3ENZYME, DRUGGABLE GENOMEKITE-718
4102MAGEA3ENZYME, DRUGGABLE GENOMEvaccineEP-2101
4102MAGEA3ENZYME, DRUGGABLE GENOMEGL-0817BIROPEPIMUT-S
4102MAGEA3ENZYME, DRUGGABLE GENOMEMAGE-A3ASTUPROTIMUT-R
4102MAGEA3ENZYME, DRUGGABLE GENOMEvaccineGSK1572932AASTUPROTIMUT-R
4102MAGEA3ENZYME, DRUGGABLE GENOMEINCOMPLETE FREUND&APOS;S ADJUVANT10546159
4102MAGEA3ENZYME, DRUGGABLE GENOMEDNA VACCINE15750833
4102MAGEA3ENZYME, DRUGGABLE GENOMEPolynoma-1
4102MAGEA3ENZYME, DRUGGABLE GENOMEIDM-2101
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