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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: MARCH7

Gene summary for MARCH7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MARCH7

Gene ID

64844

Gene namemembrane associated ring-CH-type finger 7
Gene AliasAXO
Cytomap2q24.2
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

B7ZAR7


Top

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
64844MARCH7CCI_1HumanCervixCC3.64e-231.09e+000.528
64844MARCH7CCI_2HumanCervixCC2.30e-241.12e+000.5249
64844MARCH7CCI_3HumanCervixCC2.02e-371.16e+000.516
64844MARCH7CCII_1HumanCervixCC9.25e-041.62e-010.3249
64844MARCH7TumorHumanCervixCC5.84e-203.49e-010.1241
64844MARCH7sample3HumanCervixCC4.67e-354.46e-010.1387
64844MARCH7H2HumanCervixHSIL_HPV6.51e-234.48e-010.0632
64844MARCH7T1HumanCervixCC1.39e-102.36e-010.0918
64844MARCH7T2HumanCervixCC4.61e-082.90e-010.0709
64844MARCH7T3HumanCervixCC2.08e-314.10e-010.1389
64844MARCH7HTA11_3410_2000001011HumanColorectumAD2.16e-35-7.41e-010.0155
64844MARCH7HTA11_2487_2000001011HumanColorectumSER1.46e-21-7.41e-01-0.1808
64844MARCH7HTA11_2951_2000001011HumanColorectumAD2.88e-05-7.41e-010.0216
64844MARCH7HTA11_1938_2000001011HumanColorectumAD1.22e-16-7.41e-01-0.0811
64844MARCH7HTA11_78_2000001011HumanColorectumAD3.70e-25-7.41e-01-0.1088
64844MARCH7HTA11_347_2000001011HumanColorectumAD7.28e-38-7.41e-01-0.1954
64844MARCH7HTA11_411_2000001011HumanColorectumSER4.06e-03-7.41e-01-0.2602
64844MARCH7HTA11_2112_2000001011HumanColorectumSER1.69e-04-7.41e-01-0.2196
64844MARCH7HTA11_3361_2000001011HumanColorectumAD3.03e-17-7.41e-01-0.1207
64844MARCH7HTA11_83_2000001011HumanColorectumSER5.44e-14-7.41e-01-0.1526
Page: 1 2 3 4 5 6 7 8 9 10 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
MARCH7SNVMissense_Mutationc.145G>Cp.Glu49Glnp.E49QQ9H992protein_codingtolerated(0.38)benign(0.134)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
MARCH7SNVMissense_Mutationc.1349N>Tp.Ala450Valp.A450VQ9H992protein_codingtolerated(0.37)benign(0)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
MARCH7SNVMissense_Mutationc.1752N>Ap.Met584Ilep.M584IQ9H992protein_codingtolerated(0.54)probably_damaging(0.968)TCGA-AO-A0J3-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
MARCH7SNVMissense_Mutationnovelc.1571N>Gp.Ala524Glyp.A524GQ9H992protein_codingtolerated(0.39)benign(0.061)TCGA-AQ-A7U7-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyrituximabCR
MARCH7SNVMissense_Mutationc.1903N>Cp.Glu635Glnp.E635QQ9H992protein_codingdeleterious(0)probably_damaging(0.986)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MARCH7insertionIn_Frame_Insnovelc.1517_1518insCCAp.Ile506_Ile507insHisp.I506_I507insHQ9H992protein_codingTCGA-A8-A08G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MARCH7insertionNonsense_Mutationnovelc.1518_1519insACTAAGTTCTAGGGACTCCAGAAATTCTTTAAGATCAAp.Ile507ThrfsTer4p.I507Tfs*4Q9H992protein_codingTCGA-A8-A08G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MARCH7deletionFrame_Shift_Delc.879delNp.Ser296HisfsTer9p.S296Hfs*9Q9H992protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MARCH7SNVMissense_Mutationnovelc.1090N>Gp.His364Aspp.H364DQ9H992protein_codingtolerated(0.19)benign(0.031)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MARCH7SNVMissense_Mutationrs756972494c.1526N>Tp.Ser509Leup.S509LQ9H992protein_codingtolerated(0.16)probably_damaging(0.977)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

Top

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
Page: 1