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: MAGEA1

Gene summary for MAGEA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAGEA1

Gene ID

4100

Gene nameMAGE family member A1
Gene AliasCT1.1
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P43355


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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
4100MAGEA1LZE2THumanEsophagusESCC5.44e-108.56e-010.082
4100MAGEA1LZE4THumanEsophagusESCC1.70e-031.31e-010.0811
4100MAGEA1LZE7THumanEsophagusESCC2.68e-168.80e-010.0667
4100MAGEA1HCC1_MengHumanLiverHCC4.33e-031.91e-020.0246
4100MAGEA1HCC2HumanLiverHCC2.50e-061.05e+000.5341
4100MAGEA1S014HumanLiverHCC2.45e-287.74e-010.2254
4100MAGEA1S015HumanLiverHCC3.77e-105.96e-010.2375
4100MAGEA1S016HumanLiverHCC9.85e-267.68e-010.2243
4100MAGEA1C30HumanOral cavityOSCC4.65e-501.88e+000.3055
4100MAGEA1C43HumanOral cavityOSCC3.76e-701.20e+000.1704
4100MAGEA1C08HumanOral cavityOSCC9.26e-072.63e-010.1919
4100MAGEA1SYSMH1HumanOral cavityOSCC6.15e-153.08e-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
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:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:0045746EsophagusESCCnegative regulation of Notch signaling pathway28/855236/187238.62e-056.22e-0428
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:00072196Oral cavityOSCCNotch signaling pathway92/7305172/187237.84e-056.08e-0492
GO:00085934Oral cavityOSCCregulation of Notch signaling pathway53/730595/187236.64e-043.72e-0353
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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
MAGEA1SNVMissense_Mutationc.836N>Cp.Val279Alap.V279AP43355protein_codingtolerated(0.06)probably_damaging(0.986)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
MAGEA1insertionIn_Frame_Insnovelc.882_883insAGGGAGCCTp.Phe294_Pro295insArgGluProp.F294_P295insREPP43355protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
MAGEA1SNVMissense_Mutationc.871N>Tp.Arg291Cysp.R291CP43355protein_codingdeleterious(0.03)possibly_damaging(0.777)TCGA-C5-A1BE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
MAGEA1SNVMissense_Mutationnovelc.631G>Ap.Glu211Lysp.E211KP43355protein_codingdeleterious(0.01)probably_damaging(1)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
MAGEA1SNVMissense_Mutationnovelc.176N>Gp.Gln59Argp.Q59RP43355protein_codingdeleterious(0.02)benign(0.056)TCGA-Q1-A5R1-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAGEA1SNVMissense_Mutationc.766N>Ap.Asp256Asnp.D256NP43355protein_codingtolerated(1)benign(0.109)TCGA-A6-2685-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
MAGEA1SNVMissense_Mutationc.381N>Cp.Glu127Aspp.E127DP43355protein_codingtolerated(0.3)probably_damaging(0.997)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAGEA1SNVMissense_Mutationc.332G>Ap.Gly111Aspp.G111DP43355protein_codingtolerated(0.11)benign(0.005)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MAGEA1SNVMissense_Mutationc.262C>Gp.Pro88Alap.P88AP43355protein_codingtolerated(0.08)probably_damaging(0.984)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MAGEA1SNVMissense_Mutationc.781N>Tp.Arg261Cysp.R261CP43355protein_codingtolerated(0.1)benign(0.01)TCGA-DY-A1H8-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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
4100MAGEA1NAARA-C8749237
4100MAGEA1NA5-AZA-2-DEOXYCYTIDINE9247253
4100MAGEA1NA5-AZA-2&APOS;-DEOXYCYTIDINE8757382,15256472,7511051,8698626
4100MAGEA1NACAR-T cells targeting MAGE-A1
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