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: WRAP73

Gene summary for WRAP73

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WRAP73

Gene ID

49856

Gene nameWD repeat containing, antisense to TP73
Gene AliasWDR8
Cytomap1p36.32
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q9P2S5


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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
49856WRAP73P20T-EHumanEsophagusESCC3.58e-234.92e-010.1124
49856WRAP73P21T-EHumanEsophagusESCC6.38e-315.46e-010.1617
49856WRAP73P22T-EHumanEsophagusESCC1.88e-111.77e-010.1236
49856WRAP73P23T-EHumanEsophagusESCC5.75e-346.77e-010.108
49856WRAP73P24T-EHumanEsophagusESCC1.77e-223.90e-010.1287
49856WRAP73P26T-EHumanEsophagusESCC6.56e-153.21e-010.1276
49856WRAP73P27T-EHumanEsophagusESCC7.52e-234.31e-010.1055
49856WRAP73P28T-EHumanEsophagusESCC1.53e-193.53e-010.1149
49856WRAP73P30T-EHumanEsophagusESCC1.33e-174.40e-010.137
49856WRAP73P31T-EHumanEsophagusESCC1.47e-142.64e-010.1251
49856WRAP73P32T-EHumanEsophagusESCC4.16e-223.80e-010.1666
49856WRAP73P36T-EHumanEsophagusESCC1.43e-123.25e-010.1187
49856WRAP73P37T-EHumanEsophagusESCC5.43e-174.37e-010.1371
49856WRAP73P39T-EHumanEsophagusESCC1.97e-101.73e-010.0894
49856WRAP73P40T-EHumanEsophagusESCC2.76e-103.14e-010.109
49856WRAP73P42T-EHumanEsophagusESCC1.20e-143.87e-010.1175
49856WRAP73P44T-EHumanEsophagusESCC5.20e-092.11e-010.1096
49856WRAP73P47T-EHumanEsophagusESCC9.35e-101.63e-010.1067
49856WRAP73P48T-EHumanEsophagusESCC1.35e-233.16e-010.0959
49856WRAP73P49T-EHumanEsophagusESCC2.40e-117.47e-010.1768
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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
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
∗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:19021156EsophagusHGINregulation of organelle assembly46/2587186/187234.63e-051.12e-0346
GO:00070527EsophagusHGINmitotic spindle organization31/2587120/187233.35e-045.50e-0331
GO:01400146EsophagusHGINmitotic nuclear division61/2587287/187233.38e-045.55e-0361
GO:00070593EsophagusHGINchromosome segregation71/2587346/187233.47e-045.62e-0371
GO:19028507EsophagusHGINmicrotubule cytoskeleton organization involved in mitosis36/2587147/187233.61e-045.68e-0336
GO:00070518EsophagusHGINspindle organization42/2587184/187236.07e-048.49e-0342
GO:19028552EsophagusHGINregulation of non-motile cilium assembly6/258710/187238.81e-041.13e-026
GO:00903077EsophagusHGINmitotic spindle assembly18/258765/187232.46e-032.45e-0218
GO:00000703EsophagusHGINmitotic sister chromatid segregation36/2587168/187234.42e-033.87e-0236
GO:006049117EsophagusHGINregulation of cell projection assembly39/2587188/187235.61e-034.57e-0239
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:000007011EsophagusESCCmitotic sister chromatid segregation138/8552168/187231.37e-222.63e-20138
GO:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:190285015EsophagusESCCmicrotubule cytoskeleton organization involved in mitosis116/8552147/187231.25e-169.91e-15116
GO:000705214EsophagusESCCmitotic spindle organization97/8552120/187232.17e-151.33e-1397
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
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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
WRAP73SNVMissense_Mutationc.13N>Ap.Glu5Lysp.E5KQ9P2S5protein_codingdeleterious(0)probably_damaging(0.961)TCGA-AR-A1AS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
WRAP73deletionFrame_Shift_Delnovelc.331delGp.Glu111AsnfsTer6p.E111Nfs*6Q9P2S5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
WRAP73SNVMissense_Mutationnovelc.913N>Ap.Glu305Lysp.E305KQ9P2S5protein_codingtolerated(0.57)benign(0.021)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WRAP73SNVMissense_Mutationc.925G>Ap.Glu309Lysp.E309KQ9P2S5protein_codingtolerated(0.31)benign(0.424)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WRAP73SNVMissense_Mutationrs199984886c.878C>Tp.Pro293Leup.P293LQ9P2S5protein_codingtolerated(0.27)benign(0.049)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
WRAP73SNVMissense_Mutationnovelc.76N>Ap.Cys26Serp.C26SQ9P2S5protein_codingtolerated(0.17)benign(0.043)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WRAP73SNVMissense_Mutationrs774325760c.310N>Tp.Arg104Cysp.R104CQ9P2S5protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
WRAP73SNVMissense_Mutationrs142980544c.458N>Ap.Arg153Glnp.R153QQ9P2S5protein_codingdeleterious(0)probably_damaging(0.952)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
WRAP73SNVMissense_Mutationrs774325847c.742C>Tp.Arg248Cysp.R248CQ9P2S5protein_codingdeleterious(0)probably_damaging(1)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
WRAP73SNVMissense_Mutationc.794N>Tp.Ala265Valp.A265VQ9P2S5protein_codingtolerated(0.26)benign(0.021)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
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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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