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: WIZ

Gene summary for WIZ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WIZ

Gene ID

58525

Gene nameWIZ zinc finger
Gene AliasZNF803
Cytomap19p13.12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O95785


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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
58525WIZHCC1_MengHumanLiverHCC1.18e-331.17e-010.0246
58525WIZHCC2_MengHumanLiverHCC5.47e-107.41e-020.0107
58525WIZHCC1HumanLiverHCC4.57e-061.95e+000.5336
58525WIZHCC2HumanLiverHCC6.76e-061.28e+000.5341
58525WIZPt14.aHumanLiverHCC4.71e-032.42e-010.0169
58525WIZS014HumanLiverHCC3.77e-021.39e-010.2254
58525WIZS016HumanLiverHCC6.98e-082.15e-010.2243
58525WIZS027HumanLiverHCC3.28e-095.38e-010.2446
58525WIZS028HumanLiverHCC2.08e-195.06e-010.2503
58525WIZS029HumanLiverHCC3.82e-154.52e-010.2581
58525WIZC04HumanOral cavityOSCC3.71e-075.96e-010.2633
58525WIZC21HumanOral cavityOSCC2.50e-175.53e-010.2678
58525WIZC30HumanOral cavityOSCC3.64e-269.47e-010.3055
58525WIZC43HumanOral cavityOSCC1.61e-091.92e-010.1704
58525WIZC51HumanOral cavityOSCC4.47e-054.31e-010.2674
58525WIZC57HumanOral cavityOSCC1.40e-032.04e-010.1679
58525WIZC06HumanOral cavityOSCC3.27e-024.98e-010.2699
58525WIZC08HumanOral cavityOSCC6.59e-182.89e-010.1919
58525WIZLP15HumanOral cavityLP1.82e-025.19e-010.2174
58525WIZSYSMH1HumanOral cavityOSCC4.67e-102.15e-010.1127
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:003164722LiverHCCregulation of protein stability211/7958298/187232.29e-235.01e-21211
GO:005082122LiverHCCprotein stabilization139/7958191/187231.61e-171.71e-15139
GO:004578711LiverHCCpositive regulation of cell cycle172/7958313/187235.29e-066.58e-05172
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:00900683LiverHCCpositive regulation of cell cycle process125/7958236/187237.21e-044.40e-03125
GO:00062751LiverHCCregulation of DNA replication60/7958107/187233.15e-031.46e-0260
GO:0006261LiverHCCDNA-dependent DNA replication80/7958151/187235.91e-032.44e-0280
GO:003164720Oral cavityOSCCregulation of protein stability193/7305298/187231.30e-191.95e-17193
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:005082120Oral cavityOSCCprotein stabilization122/7305191/187232.69e-121.09e-10122
GO:00457879Oral cavityOSCCpositive regulation of cell cycle173/7305313/187233.28e-097.44e-08173
GO:00900688Oral cavityOSCCpositive regulation of cell cycle process126/7305236/187234.75e-065.44e-05126
GO:00062611Oral cavityOSCCDNA-dependent DNA replication84/7305151/187232.46e-052.30e-0484
GO:00062753Oral cavityOSCCregulation of DNA replication62/7305107/187235.49e-054.54e-0462
GO:00457405Oral cavityOSCCpositive regulation of DNA replication23/730540/187231.36e-024.50e-0223
GO:0031647110Oral cavityLPregulation of protein stability132/4623298/187238.16e-147.99e-12132
GO:0050821110Oral cavityLPprotein stabilization88/4623191/187239.15e-115.51e-0988
GO:000626011Oral cavityLPDNA replication97/4623260/187233.67e-067.75e-0597
GO:004578715Oral cavityLPpositive regulation of cell cycle96/4623313/187239.08e-034.85e-0296
GO:0031647113ThyroidPTCregulation of protein stability174/5968298/187232.05e-214.05e-19174
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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
WIZSNVMissense_Mutationnovelc.268N>Ap.Ala90Thrp.A90TO95785protein_codingtolerated(0.06)benign(0.278)TCGA-AC-A8OS-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WIZSNVMissense_Mutationrs766342614c.1330N>Ap.Val444Ilep.V444IO95785protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AR-A24T-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
WIZSNVMissense_Mutationnovelc.2279C>Ap.Ser760Tyrp.S760YO95785protein_codingdeleterious(0)possibly_damaging(0.819)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WIZSNVMissense_Mutationrs765008015c.736N>Ap.Ala246Thrp.A246TO95785protein_codingdeleterious(0)probably_damaging(0.919)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WIZSNVMissense_Mutationnovelc.455N>Tp.Ser152Leup.S152LO95785protein_codingdeleterious(0.05)benign(0.029)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WIZSNVMissense_Mutationnovelc.197G>Ap.Arg66Glnp.R66QO95785protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
WIZSNVMissense_Mutationc.1034N>Ap.Arg345Glnp.R345QO95785protein_codingdeleterious(0.01)possibly_damaging(0.791)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
WIZSNVMissense_Mutationc.539C>Tp.Ser180Phep.S180FO95785protein_codingdeleterious(0.01)benign(0.23)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WIZSNVMissense_Mutationc.922N>Cp.Glu308Glnp.E308QO95785protein_codingtolerated(0.1)possibly_damaging(0.706)TCGA-AA-3814-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WIZSNVMissense_Mutationc.961G>Ap.Ala321Thrp.A321TO95785protein_codingtolerated(0.28)benign(0)TCGA-AA-3864-01Colorectumcolon 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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