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: MARCH3

Gene summary for MARCH3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MARCH3

Gene ID

115123

Gene namemembrane associated ring-CH-type finger 3
Gene AliasMARCH-III
Cytomap5q23.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q86UD3


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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
115123MARCH3C38HumanOral cavityOSCC4.08e-025.24e-010.172
115123MARCH3C57HumanOral cavityOSCC4.83e-02-1.42e-020.1679
115123MARCH3C08HumanOral cavityOSCC1.04e-028.92e-020.1919
115123MARCH3LN22HumanOral cavityOSCC1.25e-032.60e-010.1733
115123MARCH3EOLP-1HumanOral cavityEOLP8.99e-073.85e-01-0.0202
115123MARCH3EOLP-2HumanOral cavityEOLP6.21e-115.22e-01-0.0203
115123MARCH3NEOLP-1HumanOral cavityNEOLP5.83e-054.33e-01-0.0194
115123MARCH3NEOLP-2HumanOral cavityNEOLP2.67e-052.66e-01-0.0196
115123MARCH3NEOLP-3HumanOral cavityNEOLP1.90e-042.64e-01-0.0191
115123MARCH3SYSMH1HumanOral cavityOSCC3.09e-07-4.08e-030.1127
115123MARCH3SYSMH6HumanOral cavityOSCC1.72e-026.00e-020.1275
115123MARCH3HTA12-15-2HumanPancreasPDAC4.47e-053.36e-010.2315
115123MARCH3HTA12-18-3HumanPancreasPDAC4.07e-035.01e-010.0716
115123MARCH3HTA12-25-1HumanPancreasPDAC3.33e-076.31e-010.313
115123MARCH3HTA12-26-1HumanPancreasPDAC9.18e-125.78e-010.3728
115123MARCH3HTA12-29-1HumanPancreasPDAC6.81e-174.54e-010.3722
115123MARCH3HTA12-30-1HumanPancreasPDAC1.14e-027.87e-010.3671
115123MARCH3HTA12-9-1HumanPancreasPDAC1.32e-033.70e-010.1532
115123MARCH3HTA12-9-2HumanPancreasPDAC1.65e-022.31e-010.0835
115123MARCH3Pat01-BHumanStomachGC2.60e-356.93e-010.5754
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
MARCH3SNVMissense_Mutationnovelc.551N>Cp.Gly184Alap.G184AQ86UD3protein_codingdeleterious(0.04)probably_damaging(0.993)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MARCH3SNVMissense_Mutationc.13N>Gp.Arg5Glyp.R5GQ86UD3protein_codingtolerated_low_confidence(0.51)benign(0.001)TCGA-VS-A957-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MARCH3SNVMissense_Mutationrs548204139c.292C>Tp.Arg98Trpp.R98WQ86UD3protein_codingdeleterious(0)probably_damaging(0.981)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
MARCH3SNVMissense_Mutationrs759245490c.644G>Ap.Arg215Hisp.R215HQ86UD3protein_codingdeleterious(0)possibly_damaging(0.891)TCGA-QG-A5YX-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyxelodaCR
MARCH3SNVMissense_Mutationrs762900876c.370N>Tp.Arg124Cysp.R124CQ86UD3protein_codingdeleterious(0)probably_damaging(0.935)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MARCH3SNVMissense_Mutationnovelc.243N>Tp.Glu81Aspp.E81DQ86UD3protein_codingtolerated(0.08)benign(0.409)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MARCH3SNVMissense_Mutationnovelc.592N>Cp.Phe198Leup.F198LQ86UD3protein_codingtolerated(0.91)benign(0.003)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MARCH3SNVMissense_Mutationnovelc.124N>Gp.Met42Valp.M42VQ86UD3protein_codingtolerated(0.38)benign(0.013)TCGA-AP-A1E1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MARCH3SNVMissense_Mutationnovelc.535C>Tp.Arg179Trpp.R179WQ86UD3protein_codingtolerated(0.09)benign(0.003)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
MARCH3SNVMissense_Mutationnovelc.167N>Ap.Val56Glup.V56EQ86UD3protein_codingdeleterious(0)benign(0.408)TCGA-EO-A3KX-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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