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: MXRA8

Gene summary for MXRA8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MXRA8

Gene ID

54587

Gene namematrix remodeling associated 8
Gene AliasASP3
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

Q9BRK3


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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
54587MXRA8AEH-subject1HumanEndometriumAEH2.43e-20-4.90e-01-0.3059
54587MXRA8AEH-subject2HumanEndometriumAEH1.08e-25-5.24e-01-0.2525
54587MXRA8AEH-subject3HumanEndometriumAEH4.82e-26-5.37e-01-0.2576
54587MXRA8AEH-subject4HumanEndometriumAEH1.31e-11-4.30e-01-0.2657
54587MXRA8AEH-subject5HumanEndometriumAEH1.62e-26-5.48e-01-0.2953
54587MXRA8EEC-subject1HumanEndometriumEEC7.59e-32-5.48e-01-0.2682
54587MXRA8EEC-subject2HumanEndometriumEEC7.64e-34-5.57e-01-0.2607
54587MXRA8EEC-subject3HumanEndometriumEEC2.47e-29-5.16e-01-0.2525
54587MXRA8EEC-subject4HumanEndometriumEEC2.39e-22-4.90e-01-0.2571
54587MXRA8EEC-subject5HumanEndometriumEEC1.15e-31-5.49e-01-0.249
54587MXRA8GSM5276935HumanEndometriumEEC1.67e-26-5.42e-01-0.123
54587MXRA8GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.77e-24-5.12e-01-0.1869
54587MXRA8GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.69e-21-5.45e-01-0.1875
54587MXRA8GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC9.66e-28-5.60e-01-0.1883
54587MXRA8GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.17e-29-5.25e-01-0.1934
54587MXRA8GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.98e-34-5.60e-01-0.1917
54587MXRA8GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.09e-35-5.60e-01-0.1916
54587MXRA8GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.03e-07-1.57e-01-0.1269
54587MXRA8P2T-EHumanEsophagusESCC1.35e-135.15e-010.1177
54587MXRA8P4T-EHumanEsophagusESCC2.04e-078.51e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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
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.

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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
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:0042063LiverCirrhoticgliogenesis98/4634301/187231.28e-038.60e-0398
GO:0010001LiverCirrhoticglial cell differentiation75/4634225/187232.24e-031.36e-0275
GO:00420631LiverHCCgliogenesis148/7958301/187231.10e-024.07e-02148
GO:00420635Oral cavityOSCCgliogenesis154/7305301/187231.10e-051.14e-04154
GO:00100015Oral cavityOSCCglial cell differentiation110/7305225/187231.56e-037.45e-03110
GO:004206313Oral cavityLPgliogenesis104/4623301/187237.21e-059.49e-04104
GO:001000111Oral cavityLPglial cell differentiation78/4623225/187234.82e-044.52e-0378
GO:004206315ThyroidPTCgliogenesis121/5968301/187231.30e-037.41e-03121
GO:004206323ThyroidATCgliogenesis127/6293301/187231.07e-035.66e-03127
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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
MXRA8SNVMissense_Mutationrs367562728c.1308N>Gp.Ile436Metp.I436MQ9BRK3protein_codingdeleterious(0)possibly_damaging(0.605)TCGA-C5-A7CL-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
MXRA8SNVMissense_Mutationnovelc.1191N>Cp.Gln397Hisp.Q397HQ9BRK3protein_codingtolerated(0.5)possibly_damaging(0.634)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MXRA8SNVMissense_Mutationc.997G>Ap.Glu333Lysp.E333KQ9BRK3protein_codingdeleterious(0)probably_damaging(0.966)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MXRA8SNVMissense_Mutationc.982A>Gp.Asn328Aspp.N328DQ9BRK3protein_codingdeleterious(0.02)possibly_damaging(0.691)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MXRA8SNVMissense_Mutationc.742G>Ap.Asp248Asnp.D248NQ9BRK3protein_codingtolerated(0.14)benign(0.022)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MXRA8SNVMissense_Mutationrs754512875c.703G>Ap.Gly235Argp.G235RQ9BRK3protein_codingdeleterious(0)probably_damaging(0.953)TCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MXRA8SNVMissense_Mutationrs61730211c.965N>Ap.Arg322Hisp.R322HQ9BRK3protein_codingtolerated(0.09)possibly_damaging(0.882)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MXRA8SNVMissense_Mutationc.755G>Ap.Arg252Hisp.R252HQ9BRK3protein_codingtolerated(0.59)possibly_damaging(0.871)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
MXRA8deletionFrame_Shift_Delrs764857791c.901delNp.Arg301GlyfsTer107p.R301Gfs*107Q9BRK3protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
MXRA8deletionFrame_Shift_Delrs764857791c.901delCp.Arg301GlyfsTer107p.R301Gfs*107Q9BRK3protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=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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