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: EVL

Gene summary for EVL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EVL

Gene ID

51466

Gene nameEnah/Vasp-like
Gene AliasRNB6
Cytomap14q32.2
Gene Typeprotein-coding
GO ID

GO:0001667

UniProtAcc

A0A024R6K5


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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
51466EVLGSM4909293HumanBreastIDC2.67e-072.40e-010.1581
51466EVLGSM4909296HumanBreastIDC2.10e-022.13e-010.1524
51466EVLGSM4909297HumanBreastIDC8.52e-165.53e-010.1517
51466EVLGSM4909301HumanBreastIDC1.36e-094.02e-010.1577
51466EVLGSM4909302HumanBreastIDC2.60e-491.03e+000.1545
51466EVLGSM4909303HumanBreastIDC7.33e-075.84e-010.0438
51466EVLGSM4909304HumanBreastIDC1.40e-052.75e-010.1636
51466EVLGSM4909305HumanBreastIDC5.52e-094.66e-010.0436
51466EVLGSM4909306HumanBreastIDC3.04e-307.26e-010.1564
51466EVLGSM4909307HumanBreastIDC3.22e-277.02e-010.1569
51466EVLGSM4909308HumanBreastIDC2.91e-649.90e-010.158
51466EVLGSM4909311HumanBreastIDC2.94e-203.87e-010.1534
51466EVLGSM4909312HumanBreastIDC5.78e-124.68e-010.1552
51466EVLGSM4909313HumanBreastIDC2.81e-094.70e-010.0391
51466EVLGSM4909317HumanBreastIDC4.98e-195.45e-010.1355
51466EVLGSM4909319HumanBreastIDC7.22e-11-1.35e-010.1563
51466EVLGSM4909321HumanBreastIDC9.44e-307.76e-010.1559
51466EVLM1HumanBreastIDC2.97e-328.20e-010.1577
51466EVLM5HumanBreastIDC2.79e-129.47e-010.1598
51466EVLNCCBC2HumanBreastDCIS1.75e-128.57e-010.1554
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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:011002025EsophagusESCCregulation of actomyosin structure organization59/8552100/187234.98e-031.91e-0259
GO:001063120EsophagusESCCepithelial cell migration187/8552357/187236.05e-032.23e-02187
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:00450108EsophagusESCCactin nucleation33/855252/187237.38e-032.65e-0233
GO:005149610EsophagusESCCpositive regulation of stress fiber assembly33/855252/187237.38e-032.65e-0233
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:19000277EsophagusESCCregulation of ruffle assembly21/855231/187231.10e-023.70e-0221
GO:004325420Oral cavityOSCCregulation of protein-containing complex assembly255/7305428/187232.94e-183.15e-16255
GO:003133420Oral cavityOSCCpositive regulation of protein-containing complex assembly153/7305237/187231.18e-158.33e-14153
GO:190290520Oral cavityOSCCpositive regulation of supramolecular fiber organization131/7305209/187233.18e-121.27e-10131
GO:190290320Oral cavityOSCCregulation of supramolecular fiber organization211/7305383/187239.45e-112.88e-09211
GO:005149518Oral cavityOSCCpositive regulation of cytoskeleton organization135/7305226/187231.98e-105.66e-09135
GO:005125820Oral cavityOSCCprotein polymerization169/7305297/187232.57e-107.17e-09169
GO:003227319Oral cavityOSCCpositive regulation of protein polymerization88/7305138/187233.24e-097.39e-0888
GO:003227120Oral cavityOSCCregulation of protein polymerization134/7305233/187237.20e-091.51e-07134
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:003297020Oral cavityOSCCregulation of actin filament-based process209/7305397/187231.89e-083.72e-07209
GO:003253519Oral cavityOSCCregulation of cellular component size201/7305383/187234.80e-088.88e-07201
GO:003295620Oral cavityOSCCregulation of actin cytoskeleton organization189/7305358/187236.81e-081.21e-06189
GO:011005320Oral cavityOSCCregulation of actin filament organization150/7305278/187232.68e-074.15e-06150
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401518Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
hsa0401519Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
hsa0401524Oral cavityNEOLPRap1 signaling pathway40/1112210/84659.07e-033.17e-021.99e-0240
hsa0401534Oral cavityNEOLPRap1 signaling pathway40/1112210/84659.07e-033.17e-021.99e-0240
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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
EVLSNVMissense_Mutationnovelc.1090T>Cp.Ser364Prop.S364PQ9UI08protein_codingdeleterious(0.03)benign(0.405)TCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
EVLSNVMissense_Mutationnovelc.444N>Tp.Gln148Hisp.Q148HQ9UI08protein_codingtolerated(0.13)benign(0.003)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
EVLinsertionIn_Frame_Insnovelc.899_900insCACCAGACGGGGCCTAGACAAp.Met300delinsIleThrArgArgGlyLeuAspLysp.M300delinsITRRGLDKQ9UI08protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
EVLinsertionIn_Frame_Insnovelc.1093_1094insACTCCTCAGGTGAGAp.Ser364_Arg365insAsnSerSerGlyGlup.S364_R365insNSSGEQ9UI08protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
EVLSNVMissense_Mutationc.1075N>Gp.Gln359Glup.Q359EQ9UI08protein_codingtolerated(0.64)possibly_damaging(0.83)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
EVLSNVMissense_Mutationnovelc.1065N>Cp.Lys355Asnp.K355NQ9UI08protein_codingtolerated(0.15)probably_damaging(0.985)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
EVLSNVMissense_Mutationnovelc.409G>Cp.Asp137Hisp.D137HQ9UI08protein_codingdeleterious(0)possibly_damaging(0.694)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EVLSNVMissense_Mutationnovelc.1090T>Cp.Ser364Prop.S364PQ9UI08protein_codingdeleterious(0.03)benign(0.405)TCGA-A6-6648-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinPD
EVLSNVMissense_Mutationnovelc.251G>Tp.Arg84Leup.R84LQ9UI08protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AA-A02O-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EVLSNVMissense_Mutationrs750787699c.452N>Ap.Arg151Hisp.R151HQ9UI08protein_codingdeleterious(0.02)benign(0.037)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=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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