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: WIPF1

Gene summary for WIPF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WIPF1

Gene ID

7456

Gene nameWAS/WASL interacting protein family member 1
Gene AliasPRPL-2
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

A0A140VJZ9


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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
7456WIPF1LZE7THumanEsophagusESCC1.85e-054.49e-010.0667
7456WIPF1LZE24THumanEsophagusESCC2.82e-142.97e-010.0596
7456WIPF1LZE6THumanEsophagusESCC4.94e-187.47e-010.0845
7456WIPF1P2T-EHumanEsophagusESCC2.01e-122.50e-010.1177
7456WIPF1P8T-EHumanEsophagusESCC5.44e-089.12e-020.0889
7456WIPF1P9T-EHumanEsophagusESCC3.84e-082.93e-010.1131
7456WIPF1P10T-EHumanEsophagusESCC4.71e-041.01e-010.116
7456WIPF1P11T-EHumanEsophagusESCC3.72e-178.26e-010.1426
7456WIPF1P12T-EHumanEsophagusESCC6.16e-152.68e-010.1122
7456WIPF1P15T-EHumanEsophagusESCC2.72e-071.84e-010.1149
7456WIPF1P16T-EHumanEsophagusESCC1.05e-121.82e-010.1153
7456WIPF1P19T-EHumanEsophagusESCC1.87e-079.23e-010.1662
7456WIPF1P20T-EHumanEsophagusESCC1.46e-143.06e-010.1124
7456WIPF1P21T-EHumanEsophagusESCC1.03e-051.38e-010.1617
7456WIPF1P22T-EHumanEsophagusESCC1.37e-091.28e-010.1236
7456WIPF1P24T-EHumanEsophagusESCC7.84e-194.47e-010.1287
7456WIPF1P26T-EHumanEsophagusESCC3.76e-043.70e-020.1276
7456WIPF1P28T-EHumanEsophagusESCC2.73e-021.29e-010.1149
7456WIPF1P31T-EHumanEsophagusESCC3.39e-079.90e-020.1251
7456WIPF1P32T-EHumanEsophagusESCC1.05e-265.74e-010.1666
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:000815418Oral cavityOSCCactin polymerization or depolymerization117/7305218/187237.38e-068.04e-05117
GO:000701526Oral cavityEOLPactin filament organization102/2218442/187231.61e-112.48e-09102
GO:000815424Oral cavityEOLPactin polymerization or depolymerization53/2218218/187232.08e-076.55e-0653
GO:000701534Oral cavityNEOLPactin filament organization94/2005442/187234.49e-115.80e-0994
GO:000815431Oral cavityNEOLPactin polymerization or depolymerization47/2005218/187232.11e-064.91e-0547
GO:003004810Oral cavityNEOLPactin filament-based movement24/2005127/187234.02e-032.29e-0224
GO:0007015112ThyroidPTCactin filament organization225/5968442/187233.76e-173.44e-15225
GO:000815426ThyroidPTCactin polymerization or depolymerization117/5968218/187231.85e-117.21e-10117
GO:0007015210ThyroidATCactin filament organization227/6293442/187235.96e-153.85e-13227
GO:0008154111ThyroidATCactin polymerization or depolymerization119/6293218/187231.32e-104.08e-09119
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05130211EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0513526EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05130310EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa05135111EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa0513030Oral cavityOSCCPathogenic Escherichia coli infection129/3704197/84654.32e-105.17e-092.63e-09129
hsa0513520Oral cavityOSCCYersinia infection94/3704137/84652.85e-093.08e-081.57e-0894
hsa05130114Oral cavityOSCCPathogenic Escherichia coli infection129/3704197/84654.32e-105.17e-092.63e-09129
hsa05135110Oral cavityOSCCYersinia infection94/3704137/84652.85e-093.08e-081.57e-0894
hsa0414442Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0513544Oral cavityEOLPYersinia infection44/1218137/84658.88e-081.06e-066.27e-0744
hsa0513045Oral cavityEOLPPathogenic Escherichia coli infection54/1218197/84651.10e-069.96e-065.87e-0654
hsa0414452Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0513554Oral cavityEOLPYersinia infection44/1218137/84658.88e-081.06e-066.27e-0744
hsa0513055Oral cavityEOLPPathogenic Escherichia coli infection54/1218197/84651.10e-069.96e-065.87e-0654
hsa0513063Oral cavityNEOLPPathogenic Escherichia coli infection55/1112197/84652.04e-084.32e-072.72e-0755
hsa0414461Oral cavityNEOLPEndocytosis62/1112251/84653.56e-074.92e-063.09e-0662
hsa0513561Oral cavityNEOLPYersinia infection33/1112137/84653.20e-042.00e-031.26e-0333
hsa0513073Oral cavityNEOLPPathogenic Escherichia coli infection55/1112197/84652.04e-084.32e-072.72e-0755
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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
WIPF1SNVMissense_Mutationrs758556440c.746G>Ap.Arg249Glnp.R249QO43516protein_codingdeleterious(0.01)benign(0.015)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
WIPF1SNVMissense_Mutationrs780660555c.926N>Tp.Pro309Leup.P309LO43516protein_codingtolerated(0.27)benign(0.015)TCGA-BH-A0DT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
WIPF1SNVMissense_Mutationc.115N>Cp.Asp39Hisp.D39HO43516protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A226-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
WIPF1insertionFrame_Shift_Insnovelc.780_781insAGp.Asp261ArgfsTer110p.D261Rfs*110O43516protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WIPF1insertionNonsense_Mutationnovelc.778_779insGTACCTCTCAGAGTTGTTATAAGAATTAAAp.Leu260delinsCysThrSerGlnSerCysTyrLysAsnTerMetp.L260delinsCTSQSCYKN*MO43516protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WIPF1insertionFrame_Shift_Insnovelc.396_397insATp.Gly133MetfsTer109p.G133Mfs*109O43516protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WIPF1deletionFrame_Shift_Delnovelc.392_395delCGGGp.Pro131GlnfsTer109p.P131Qfs*109O43516protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WIPF1SNVMissense_Mutationrs770105478c.244N>Ap.Gly82Argp.G82RO43516protein_codingtolerated(0.34)benign(0.336)TCGA-FU-A3NI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WIPF1SNVMissense_Mutationc.925N>Gp.Pro309Alap.P309AO43516protein_codingtolerated(0.11)benign(0.071)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WIPF1SNVMissense_Mutationnovelc.541N>Ap.Asp181Asnp.D181NO43516protein_codingdeleterious(0.01)benign(0.001)TCGA-VS-A9U7-01Cervixcervical & 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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