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: MS4A6A

Gene summary for MS4A6A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MS4A6A

Gene ID

64231

Gene namemembrane spanning 4-domains A6A
Gene Alias4SPAN3
Cytomap11q12.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

B4DUN6


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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
64231MS4A6AHCC1_MengHumanLiverHCC8.08e-08-2.24e-010.0246
64231MS4A6AHCC2_MengHumanLiverHCC2.16e-04-3.33e-010.0107
64231MS4A6Acirrhotic1HumanLiverCirrhotic3.48e-02-2.83e-010.0202
64231MS4A6Acirrhotic2HumanLiverCirrhotic4.35e-03-2.31e-010.0201
64231MS4A6Acirrhotic3HumanLiverCirrhotic4.87e-05-2.51e-010.0215
64231MS4A6AHCC1HumanLiverHCC1.41e-05-1.26e-010.5336
64231MS4A6APt13.aHumanLiverHCC9.52e-143.53e-010.021
64231MS4A6APt13.bHumanLiverHCC1.59e-04-1.43e-010.0251
64231MS4A6APt13.cHumanLiverHCC2.31e-065.14e-010.0076
64231MS4A6APt14.dHumanLiverHCC1.08e-236.49e-010.0143
64231MS4A6AS016HumanLiverHCC1.64e-02-3.28e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
MS4A6ASNVMissense_Mutationc.742C>Gp.Leu248Valp.L248Vprotein_codingdeleterious(0.03)benign(0.061)TCGA-BH-A0DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
MS4A6ASNVMissense_Mutationc.664C>Ap.Leu222Metp.L222Mprotein_codingdeleterious(0.03)possibly_damaging(0.526)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MS4A6ASNVMissense_Mutationnovelc.572N>Ap.Ser191Tyrp.S191Yprotein_codingtolerated(1)benign(0.003)TCGA-ZJ-AAXJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MS4A6ASNVMissense_Mutationnovelc.827C>Ap.Ser276Tyrp.S276Yprotein_codingdeleterious(0)benign(0.231)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MS4A6ASNVMissense_Mutationnovelc.714N>Tp.Gln238Hisp.Q238Hprotein_codingdeleterious(0.04)benign(0.1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MS4A6ASNVMissense_Mutationc.202C>Tp.His68Tyrp.H68Yprotein_codingtolerated(1)benign(0)TCGA-A5-A0GJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
MS4A6ASNVMissense_Mutationnovelc.628C>Gp.Leu210Valp.L210Vprotein_codingtolerated(0.09)possibly_damaging(0.823)TCGA-AJ-A2QM-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
MS4A6ASNVMissense_Mutationc.310N>Gp.Thr104Alap.T104Aprotein_codingtolerated(0.05)benign(0.396)TCGA-AP-A0LD-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MS4A6ASNVMissense_Mutationrs371493203c.703N>Tp.Arg235Trpp.R235Wprotein_codingtolerated(1)benign(0)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MS4A6ASNVMissense_Mutationnovelc.458C>Tp.Ala153Valp.A153Vprotein_codingtolerated(1)benign(0.1)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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