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: ZNF703

Gene summary for ZNF703

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF703

Gene ID

80139

Gene namezinc finger protein 703
Gene AliasNLZ1
Cytomap8p11.23
Gene Typeprotein-coding
GO ID

GO:0001837

UniProtAcc

Q9H7S9


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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
80139ZNF703GSM4909286HumanBreastIDC3.32e-03-1.22e-010.1081
80139ZNF703GSM4909297HumanBreastIDC2.19e-063.88e-010.1517
80139ZNF703GSM4909298HumanBreastIDC5.65e-092.47e-010.1551
80139ZNF703GSM4909301HumanBreastIDC1.79e-032.44e-010.1577
80139ZNF703GSM4909303HumanBreastIDC3.29e-023.28e-010.0438
80139ZNF703GSM4909304HumanBreastIDC1.09e-154.76e-010.1636
80139ZNF703GSM4909305HumanBreastIDC5.70e-053.07e-010.0436
80139ZNF703GSM4909306HumanBreastIDC2.20e-154.80e-010.1564
80139ZNF703GSM4909307HumanBreastIDC2.41e-053.32e-010.1569
80139ZNF703GSM4909308HumanBreastIDC4.12e-265.67e-010.158
80139ZNF703GSM4909309HumanBreastIDC2.10e-022.74e-010.0483
80139ZNF703GSM4909317HumanBreastIDC5.80e-276.38e-010.1355
80139ZNF703GSM4909318HumanBreastIDC3.54e-159.85e-010.2031
80139ZNF703GSM4909319HumanBreastIDC1.00e-047.92e-020.1563
80139ZNF703M1HumanBreastIDC4.54e-053.45e-010.1577
80139ZNF703NCCBC2HumanBreastDCIS3.50e-221.25e+000.1554
80139ZNF703DCIS2HumanBreastDCIS6.30e-10-4.17e-020.0085
80139ZNF703HTA11_3410_2000001011HumanColorectumAD4.97e-378.29e-010.0155
80139ZNF703HTA11_2487_2000001011HumanColorectumSER2.07e-186.89e-01-0.1808
80139ZNF703HTA11_2951_2000001011HumanColorectumAD6.08e-141.07e+000.0216
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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
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
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
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:0048762ColorectumMSSmesenchymal cell differentiation59/3467236/187237.79e-034.84e-0259
GO:00341093ColorectumMSI-Hhomotypic cell-cell adhesion20/131990/187233.43e-061.89e-0420
GO:00487323ColorectumMSI-Hgland development53/1319436/187237.08e-052.35e-0353
GO:00452163ColorectumMSI-Hcell-cell junction organization28/1319200/187233.82e-048.73e-0328
GO:00070433ColorectumMSI-Hcell-cell junction assembly20/1319146/187233.18e-033.93e-0220
GO:00487325ColorectumCRCgland development88/2078436/187231.62e-082.79e-0688
GO:00160554ColorectumCRCWnt signaling pathway88/2078444/187233.91e-085.28e-0688
GO:01987384ColorectumCRCcell-cell signaling by wnt88/2078446/187234.85e-086.04e-0688
GO:00343294ColorectumCRCcell junction assembly83/2078420/187231.08e-071.29e-0583
GO:00452165ColorectumCRCcell-cell junction organization48/2078200/187231.67e-071.72e-0548
GO:00301114ColorectumCRCregulation of Wnt signaling pathway68/2078328/187232.41e-072.27e-0568
GO:00608284ColorectumCRCregulation of canonical Wnt signaling pathway52/2078253/187237.85e-062.85e-0452
GO:00343323ColorectumCRCadherens junction organization17/207849/187231.09e-053.60e-0417
GO:00600704ColorectumCRCcanonical Wnt signaling pathway59/2078303/187231.15e-053.74e-0459
GO:00071783ColorectumCRCtransmembrane receptor protein serine/threonine kinase signaling pathway66/2078355/187231.74e-055.28e-0466
GO:00715592ColorectumCRCresponse to transforming growth factor beta51/2078256/187232.33e-056.65e-0451
GO:00341095ColorectumCRChomotypic cell-cell adhesion24/207890/187233.19e-058.20e-0424
GO:00715602ColorectumCRCcellular response to transforming growth factor beta stimulus49/2078250/187235.17e-051.19e-0349
GO:00071792ColorectumCRCtransforming growth factor beta receptor signaling pathway39/2078198/187232.58e-044.19e-0339
GO:00070435ColorectumCRCcell-cell junction assembly31/2078146/187232.75e-044.40e-0331
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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
ZNF703SNVMissense_Mutationnovelc.1642N>Ap.Tyr548Asnp.Y548NQ9H7S9protein_codingdeleterious(0)probably_damaging(0.941)TCGA-A7-A2KD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ZNF703SNVMissense_Mutationc.1136C>Ap.Pro379Hisp.P379HQ9H7S9protein_codingdeleterious(0)probably_damaging(0.981)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF703SNVMissense_Mutationc.1138T>Ap.Tyr380Asnp.Y380NQ9H7S9protein_codingdeleterious(0)probably_damaging(0.915)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF703SNVMissense_Mutationc.269C>Tp.Ala90Valp.A90VQ9H7S9protein_codingdeleterious(0.02)possibly_damaging(0.707)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF703SNVMissense_Mutationnovelc.343G>Ap.Ala115Thrp.A115TQ9H7S9protein_codingtolerated(0.12)benign(0.069)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF703SNVMissense_Mutationc.1441N>Ap.Leu481Ilep.L481IQ9H7S9protein_codingdeleterious(0)probably_damaging(0.987)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
ZNF703SNVMissense_Mutationc.1558C>Ap.Leu520Ilep.L520IQ9H7S9protein_codingtolerated(0.52)benign(0.188)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF703SNVMissense_Mutationrs775245530c.1723N>Ap.Ala575Thrp.A575TQ9H7S9protein_codingdeleterious(0.03)probably_damaging(0.978)TCGA-AG-3598-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF703SNVMissense_Mutationnovelc.1659N>Cp.Leu553Phep.L553FQ9H7S9protein_codingdeleterious(0)benign(0.175)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF703SNVMissense_Mutationnovelc.1043G>Ap.Gly348Glup.G348EQ9H7S9protein_codingtolerated(0.05)probably_damaging(0.995)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid 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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