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: MAGEA6

Gene summary for MAGEA6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAGEA6

Gene ID

4105

Gene nameMAGE family member A6
Gene AliasCT1.6
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P43360


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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
4105MAGEA6LZE8THumanEsophagusESCC2.72e-031.33e-010.067
4105MAGEA6LZE24THumanEsophagusESCC2.42e-133.17e-010.0596
4105MAGEA6P1T-EHumanEsophagusESCC1.05e-093.65e-010.0875
4105MAGEA6P2T-EHumanEsophagusESCC1.78e-037.41e-020.1177
4105MAGEA6P4T-EHumanEsophagusESCC2.23e-061.77e-010.1323
4105MAGEA6P5T-EHumanEsophagusESCC4.44e-081.62e-010.1327
4105MAGEA6P9T-EHumanEsophagusESCC2.42e-451.07e+000.1131
4105MAGEA6P11T-EHumanEsophagusESCC2.46e-021.62e-010.1426
4105MAGEA6P15T-EHumanEsophagusESCC2.56e-551.06e+000.1149
4105MAGEA6P17T-EHumanEsophagusESCC2.60e-062.84e-010.1278
4105MAGEA6P20T-EHumanEsophagusESCC1.17e-041.59e-010.1124
4105MAGEA6P23T-EHumanEsophagusESCC2.24e-102.63e-010.108
4105MAGEA6P24T-EHumanEsophagusESCC2.05e-072.01e-010.1287
4105MAGEA6P26T-EHumanEsophagusESCC4.31e-062.08e-010.1276
4105MAGEA6P28T-EHumanEsophagusESCC9.20e-061.36e-010.1149
4105MAGEA6P37T-EHumanEsophagusESCC1.36e-153.39e-010.1371
4105MAGEA6P40T-EHumanEsophagusESCC1.70e-031.52e-010.109
4105MAGEA6P54T-EHumanEsophagusESCC1.64e-051.71e-010.0975
4105MAGEA6P56T-EHumanEsophagusESCC3.89e-064.93e-010.1613
4105MAGEA6P74T-EHumanEsophagusESCC3.33e-122.85e-010.1479
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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:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:0009895111EsophagusESCCnegative regulation of catabolic process201/8552320/187233.88e-101.05e-08201
GO:0031330111EsophagusESCCnegative regulation of cellular catabolic process166/8552262/187235.17e-091.08e-07166
GO:001050712EsophagusESCCnegative regulation of autophagy56/855285/187231.34e-049.09e-0456
GO:001050621LiverHCCregulation of autophagy210/7958317/187237.59e-188.45e-16210
GO:000989522LiverHCCnegative regulation of catabolic process196/7958320/187237.98e-123.35e-10196
GO:003133022LiverHCCnegative regulation of cellular catabolic process164/7958262/187233.52e-111.35e-09164
GO:00105074LiverHCCnegative regulation of autophagy57/795885/187234.10e-065.27e-0557
GO:001050610Oral cavityOSCCregulation of autophagy198/7305317/187231.63e-171.51e-15198
GO:000989519Oral cavityOSCCnegative regulation of catabolic process180/7305320/187232.44e-106.86e-09180
GO:003133020Oral cavityOSCCnegative regulation of cellular catabolic process152/7305262/187233.04e-108.28e-09152
GO:00105075Oral cavityOSCCnegative regulation of autophagy51/730585/187237.08e-055.62e-0451
GO:001050615Oral cavityLPregulation of autophagy132/4623317/187231.82e-111.28e-09132
GO:0009895110Oral cavityLPnegative regulation of catabolic process128/4623320/187238.36e-103.91e-08128
GO:0031330110Oral cavityLPnegative regulation of cellular catabolic process107/4623262/187235.25e-092.16e-07107
GO:001050711Oral cavityLPnegative regulation of autophagy38/462385/187234.36e-056.24e-0438
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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
MAGEA6SNVMissense_Mutationnovelc.304N>Cp.Glu102Glnp.E102QP43360protein_codingdeleterious(0.05)benign(0.084)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MAGEA6insertionIn_Frame_Insnovelc.182_183insAAGGGCCCTCATp.Pro61_Pro62insArgAlaLeuIlep.P61_P62insRALIP43360protein_codingTCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAGEA6insertionNonsense_Mutationnovelc.281_282insTATTTCTGTTTGTCAGGTTTAATTTTTTTTTATp.Gly94_Pro95insIleSerValCysGlnValTerPhePhePheMetp.G94_P95insISVCQV*FFFMP43360protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAGEA6insertionFrame_Shift_Insnovelc.858_859insTGTTCCCACTTCTCCCAGCCCGAGGp.Leu287CysfsTer28p.L287Cfs*28P43360protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MAGEA6SNVMissense_Mutationc.694G>Cp.Glu232Glnp.E232QP43360protein_codingtolerated(0.08)benign(0.18)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
MAGEA6SNVMissense_Mutationc.446N>Cp.Val149Alap.V149AP43360protein_codingtolerated(0.3)benign(0.362)TCGA-LP-A7HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAGEA6SNVMissense_Mutationrs139885560c.813C>Gp.Phe271Leup.F271LP43360protein_codingdeleterious(0.03)probably_damaging(0.941)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAGEA6SNVMissense_Mutationnovelc.689N>Gp.Val230Glyp.V230GP43360protein_codingdeleterious(0)probably_damaging(0.934)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MAGEA6SNVMissense_Mutationnovelc.893N>Ap.Arg298Hisp.R298HP43360protein_codingtolerated(0.12)benign(0)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MAGEA6SNVMissense_Mutationc.535N>Tp.Ala179Serp.A179SP43360protein_codingdeleterious(0.02)benign(0.027)TCGA-CK-4952-01Colorectumcolon 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
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