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: MARCH9

Gene summary for MARCH9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MARCH9

Gene ID

92979

Gene namemembrane associated ring-CH-type finger 9
Gene AliasMARCH-IX
Cytomap12q14.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q86YJ5


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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
92979MARCH9C21HumanOral cavityOSCC2.54e-021.32e-010.2678
92979MARCH9C30HumanOral cavityOSCC1.98e-136.57e-010.3055
92979MARCH9C43HumanOral cavityOSCC8.29e-041.79e-010.1704
92979MARCH9C46HumanOral cavityOSCC2.57e-021.61e-010.1673
92979MARCH9C08HumanOral cavityOSCC4.32e-305.40e-010.1919
92979MARCH9LN46HumanOral cavityOSCC1.95e-022.54e-010.1666
92979MARCH9SYSMH1HumanOral cavityOSCC4.49e-163.41e-010.1127
92979MARCH9SYSMH2HumanOral cavityOSCC1.37e-133.73e-010.2326
92979MARCH9SYSMH3HumanOral cavityOSCC3.45e-144.04e-010.2442
92979MARCH9SYSMH4HumanOral cavityOSCC4.09e-061.50e-010.1226
92979MARCH9SYSMH6HumanOral cavityOSCC1.10e-051.43e-010.1275
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
MARCH9insertionNonsense_Mutationnovelc.704_705insCCCCTTTTACAAACGAGGACACTGATGCACAAAGATTTGAAAp.Ile235_Gly236insProPheTyrLysArgGlyHisTerCysThrLysIleTerLysp.I235_G236insPFYKRGH*CTKI*KQ86YJ5protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
MARCH9insertionFrame_Shift_Insnovelc.1024_1025insCTGTAATCCCAGCACTTTGGGAGGCCGAGGCGGGCp.Arg342ThrfsTer76p.R342Tfs*76Q86YJ5protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MARCH9SNVMissense_Mutationc.878N>Gp.Ser293Cysp.S293CQ86YJ5protein_codingdeleterious(0.01)benign(0.213)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MARCH9insertionNonsense_Mutationnovelc.885_886insTAGATCTp.Thr296Terp.T296*Q86YJ5protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MARCH9SNVMissense_Mutationrs199943129c.911N>Ap.Arg304Hisp.R304HQ86YJ5protein_codingtolerated(0.35)benign(0.003)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MARCH9SNVMissense_Mutationrs146323526c.989N>Ap.Arg330Hisp.R330HQ86YJ5protein_codingtolerated(0.11)benign(0.058)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MARCH9SNVMissense_Mutationrs768854594c.541N>Ap.Glu181Lysp.E181KQ86YJ5protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MARCH9SNVMissense_Mutationc.986N>Tp.Ala329Valp.A329VQ86YJ5protein_codingtolerated(0.29)benign(0.012)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MARCH9SNVMissense_Mutationnovelc.824N>Ap.Gly275Glup.G275EQ86YJ5protein_codingtolerated(0.96)benign(0.05)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MARCH9SNVMissense_Mutationrs373196172c.866N>Tp.Thr289Metp.T289MQ86YJ5protein_codingtolerated(0.27)possibly_damaging(0.54)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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