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: VIL1

Gene summary for VIL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VIL1

Gene ID

7429

Gene namevillin 1
Gene AliasD2S1471
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P09327


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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
7429VIL1HTA11_3410_2000001011HumanColorectumAD1.31e-02-1.57e-010.0155
7429VIL1HTA11_2487_2000001011HumanColorectumSER2.12e-055.11e-01-0.1808
7429VIL1HTA11_78_2000001011HumanColorectumAD2.34e-033.31e-01-0.1088
7429VIL1HTA11_347_2000001011HumanColorectumAD4.32e-308.96e-01-0.1954
7429VIL1HTA11_2112_2000001011HumanColorectumSER2.25e-037.50e-01-0.2196
7429VIL1HTA11_3361_2000001011HumanColorectumAD7.33e-033.83e-01-0.1207
7429VIL1HTA11_83_2000001011HumanColorectumSER2.73e-075.91e-01-0.1526
7429VIL1HTA11_696_2000001011HumanColorectumAD2.27e-126.58e-01-0.1464
7429VIL1HTA11_1391_2000001011HumanColorectumAD1.76e-076.10e-01-0.059
7429VIL1HTA11_2992_2000001011HumanColorectumSER4.47e-025.65e-01-0.1706
7429VIL1HTA11_866_3004761011HumanColorectumAD1.65e-043.88e-010.096
7429VIL1HTA11_10711_2000001011HumanColorectumAD3.58e-023.95e-010.0338
7429VIL1HTA11_99999965062_69753HumanColorectumMSI-H1.34e-029.13e-010.3487
7429VIL1HTA11_99999965104_69814HumanColorectumMSS7.95e-127.88e-010.281
7429VIL1HTA11_99999971662_82457HumanColorectumMSS8.47e-076.28e-010.3859
7429VIL1HTA11_99999973899_84307HumanColorectumMSS1.55e-078.27e-010.2585
7429VIL1HTA11_99999974143_84620HumanColorectumMSS4.18e-095.45e-010.3005
7429VIL1A015-C-203HumanColorectumFAP1.40e-14-1.35e-01-0.1294
7429VIL1A015-C-204HumanColorectumFAP2.25e-02-2.86e-01-0.0228
7429VIL1A002-C-201HumanColorectumFAP1.50e-04-2.64e-010.0324
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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
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
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
∗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:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:1903829ColorectumADpositive regulation of cellular protein localization110/3918276/187234.58e-138.44e-11110
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0110053ColorectumADregulation of actin filament organization108/3918278/187235.02e-126.98e-10108
GO:0008154ColorectumADactin polymerization or depolymerization90/3918218/187236.14e-128.23e-1090
GO:0032271ColorectumADregulation of protein polymerization94/3918233/187231.01e-111.29e-0994
GO:0030041ColorectumADactin filament polymerization81/3918191/187231.35e-111.69e-0981
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0008064ColorectumADregulation of actin polymerization or depolymerization79/3918188/187234.17e-114.74e-0979
GO:0030833ColorectumADregulation of actin filament polymerization74/3918172/187234.50e-115.03e-0974
GO:0030832ColorectumADregulation of actin filament length79/3918189/187235.71e-116.27e-0979
GO:1902905ColorectumADpositive regulation of supramolecular fiber organization85/3918209/187235.95e-116.33e-0985
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0051495ColorectumADpositive regulation of cytoskeleton organization89/3918226/187231.61e-101.56e-0889
GO:0032273ColorectumADpositive regulation of protein polymerization62/3918138/187231.94e-101.76e-0862
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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
VIL1SNVMissense_Mutationrs762246582c.2020N>Ap.Ala674Thrp.A674TP09327protein_codingdeleterious(0.04)possibly_damaging(0.57)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
VIL1SNVMissense_Mutationc.1473N>Gp.Ile491Metp.I491MP09327protein_codingtolerated(0.14)benign(0.196)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
VIL1SNVMissense_Mutationc.2065N>Ap.Arg689Serp.R689SP09327protein_codingdeleterious(0.01)probably_damaging(1)TCGA-B6-A0X4-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
VIL1SNVMissense_Mutationrs370604646c.2065C>Tp.Arg689Cysp.R689CP09327protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VIL1SNVMissense_Mutationrs750796385c.1333N>Ap.Val445Ilep.V445IP09327protein_codingtolerated(0.94)benign(0)TCGA-D8-A1JF-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
VIL1insertionFrame_Shift_Insnovelc.2478_2479insAAACAACAAAAAACAATGGCCAGGCATGGTGGCTCATGCCp.Phe827LysfsTer74p.F827Kfs*74P09327protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
VIL1insertionFrame_Shift_Insnovelc.1639_1640insTp.Leu548ProfsTer16p.L548Pfs*16P09327protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VIL1insertionIn_Frame_Insnovelc.1641_1642insTTCATAGGAGACTACCCTGGAGGTTCTATCACCTATGTGGAAp.Val547_Leu548insPheIleGlyAspTyrProGlyGlySerIleThrTyrValGlup.V547_L548insFIGDYPGGSITYVEP09327protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VIL1insertionNonsense_Mutationnovelc.68_69insTCACCTCCCAAAAGGCAGAAAATAAAp.Arg23SerfsTer9p.R23Sfs*9P09327protein_codingTCGA-AO-A0JF-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
VIL1deletionFrame_Shift_Delc.1858delCp.Arg620GlyfsTer33p.R620Gfs*33P09327protein_codingTCGA-BH-A0HA-01Breastbreast invasive 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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