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: MEGF6

Gene summary for MEGF6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MEGF6

Gene ID

1953

Gene namemultiple EGF like domains 6
Gene AliasEGFL3
Cytomap1p36.32
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

O75095


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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
1953MEGF6GSM5252136_BPH556PrGA1_FcolHumanProstateBPH7.48e-031.53e-01-0.23
1953MEGF6GSM5252137_BPH556PrGA2_FcolHumanProstateBPH1.25e-031.72e-01-0.23
1953MEGF6048752_1579-all-cellsHumanProstateBPH6.16e-041.88e-010.1008
1953MEGF6052095_1628-all-cellsHumanProstateBPH1.02e-041.45e-010.1032
1953MEGF6Dong_P1HumanProstateTumor3.39e-084.58e-020.035
1953MEGF6Dong_P3HumanProstateTumor4.36e-036.11e-020.0278
1953MEGF6GSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor1.30e-044.91e-010.1633
1953MEGF6GSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor5.41e-044.03e-010.1608
1953MEGF6GSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor8.15e-044.69e-010.1604
1953MEGF6GSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor1.39e-024.09e-010.1621
1953MEGF6GSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor1.34e-024.11e-010.1602
1953MEGF6GSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor3.18e-035.88e-010.1608
1953MEGF6GSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor2.05e-044.08e-010.1575
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
MEGF6SNVMissense_Mutationrs762873581c.958G>Ap.Asp320Asnp.D320NO75095protein_codingtolerated(0.07)benign(0.373)TCGA-3C-AALK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
MEGF6SNVMissense_Mutationc.148G>Cp.Glu50Glnp.E50QO75095protein_codingtolerated(0.08)possibly_damaging(0.903)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
MEGF6SNVMissense_Mutationnovelc.1645C>Ap.Leu549Ilep.L549IO75095protein_codingtolerated(1)benign(0.029)TCGA-AC-A3TM-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
MEGF6SNVMissense_Mutationnovelc.4573N>Gp.Leu1525Valp.L1525VO75095protein_codingtolerated(0.5)benign(0.014)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
MEGF6SNVMissense_Mutationrs754996501c.1021G>Ap.Gly341Serp.G341SO75095protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MEGF6SNVMissense_Mutationnovelc.2335G>Tp.Gly779Trpp.G779WO75095protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MEGF6SNVMissense_Mutationrs762873581c.958N>Ap.Asp320Asnp.D320NO75095protein_codingtolerated(0.07)benign(0.373)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MEGF6SNVMissense_Mutationnovelc.3771C>Gp.Asn1257Lysp.N1257KO75095protein_codingdeleterious(0.02)benign(0.101)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
MEGF6deletionFrame_Shift_Delnovelc.2322_2332delCGAGGGCCGCTp.Glu775GlyfsTer20p.E775Gfs*20O75095protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MEGF6deletionFrame_Shift_Delrs759225724c.4318delNp.Ala1440HisfsTer78p.A1440Hfs*78O75095protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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