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: MS4A8

Gene summary for MS4A8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MS4A8

Gene ID

83661

Gene namemembrane spanning 4-domains A8
Gene Alias4SPAN4
Cytomap11q12.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9BY19


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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
83661MS4A8HTA11_2487_2000001011HumanColorectumSER3.87e-125.22e-01-0.1808
83661MS4A8HTA11_1938_2000001011HumanColorectumAD8.15e-083.35e-01-0.0811
83661MS4A8HTA11_78_2000001011HumanColorectumAD1.75e-063.52e-01-0.1088
83661MS4A8HTA11_347_2000001011HumanColorectumAD9.89e-135.08e-01-0.1954
83661MS4A8HTA11_411_2000001011HumanColorectumSER5.31e-061.11e+00-0.2602
83661MS4A8HTA11_83_2000001011HumanColorectumSER8.90e-053.96e-01-0.1526
83661MS4A8AEH-subject3HumanEndometriumAEH1.37e-307.69e-01-0.2576
83661MS4A8AEH-subject4HumanEndometriumAEH3.96e-043.20e-01-0.2657
83661MS4A8EEC-subject2HumanEndometriumEEC1.94e-022.81e-01-0.2607
83661MS4A8EEC-subject4HumanEndometriumEEC5.56e-125.43e-01-0.2571
83661MS4A8GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.51e-053.57e-01-0.1916
83661MS4A8GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC4.13e-124.04e-01-0.1269
83661MS4A8HCC2_MengHumanLiverHCC2.48e-312.98e-010.0107
83661MS4A8S027HumanLiverHCC3.69e-085.31e-010.2446
83661MS4A8S028HumanLiverHCC2.88e-145.15e-010.2503
83661MS4A8S029HumanLiverHCC2.25e-196.23e-010.2581
83661MS4A8HTA12-23-1HumanPancreasPDAC1.39e-025.57e-010.3405
83661MS4A8HTA12-26-1HumanPancreasPDAC2.05e-126.35e-010.3728
83661MS4A8HTA12-29-1HumanPancreasPDAC7.94e-327.23e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
MS4A8SNVMissense_Mutationc.110N>Tp.Pro37Leup.P37LQ9BY19protein_codingdeleterious(0)possibly_damaging(0.823)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MS4A8SNVMissense_Mutationc.473N>Tp.Thr158Ilep.T158IQ9BY19protein_codingtolerated(0.2)benign(0.131)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MS4A8SNVMissense_Mutationc.737N>Ap.Ile246Asnp.I246NQ9BY19protein_codingdeleterious(0.01)benign(0.084)TCGA-E2-A1B0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
MS4A8SNVMissense_Mutationrs776863093c.26N>Tp.Pro9Leup.P9LQ9BY19protein_codingdeleterious(0.02)possibly_damaging(0.832)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MS4A8SNVMissense_Mutationrs375232214c.164N>Tp.Ser55Leup.S55LQ9BY19protein_codingtolerated(0.11)benign(0.052)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MS4A8SNVMissense_Mutationc.275N>Tp.Thr92Metp.T92MQ9BY19protein_codingtolerated(0.09)possibly_damaging(0.718)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MS4A8SNVMissense_Mutationnovelc.553N>Cp.Ser185Prop.S185PQ9BY19protein_codingdeleterious(0)probably_damaging(0.993)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MS4A8SNVMissense_Mutationc.8N>Tp.Ser3Leup.S3LQ9BY19protein_codingtolerated(0.14)benign(0)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MS4A8SNVMissense_Mutationc.8C>Tp.Ser3Leup.S3LQ9BY19protein_codingtolerated(0.14)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MS4A8SNVMissense_Mutationrs758725009c.548N>Tp.Ala183Valp.A183VQ9BY19protein_codingtolerated(0.09)benign(0.253)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=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
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