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:004873214BreastIDCgland development64/1434436/187233.47e-071.74e-0564
GO:005067313BreastIDCepithelial cell proliferation60/1434437/187237.13e-062.15e-0460
GO:003235512BreastIDCresponse to estradiol27/1434141/187237.87e-062.35e-0427
GO:005067812BreastIDCregulation of epithelial cell proliferation54/1434381/187238.07e-062.39e-0454
GO:003359811BreastIDCmammary gland epithelial cell proliferation10/143426/187231.14e-053.08e-0410
GO:003410913BreastIDChomotypic cell-cell adhesion20/143490/187231.20e-053.17e-0420
GO:003087911BreastIDCmammary gland development23/1434137/187232.87e-044.37e-0323
GO:002240712BreastIDCregulation of cell-cell adhesion55/1434448/187233.43e-045.07e-0355
GO:005067911BreastIDCpositive regulation of epithelial cell proliferation29/1434207/187231.14e-031.24e-0229
GO:0034333BreastIDCadherens junction assembly5/143412/187231.31e-031.37e-025
GO:000183711BreastIDCepithelial to mesenchymal transition23/1434157/187231.97e-031.88e-0223
GO:00071625BreastIDCnegative regulation of cell adhesion37/1434303/187233.27e-032.75e-0237
GO:0033599BreastIDCregulation of mammary gland epithelial cell proliferation5/143415/187234.10e-033.25e-025
GO:00611804BreastIDCmammary gland epithelium development12/143467/187234.53e-033.49e-0212
GO:004873223BreastDCISgland development60/1390436/187232.50e-068.74e-0560
GO:003359821BreastDCISmammary gland epithelial cell proliferation10/139026/187238.68e-062.37e-0410
GO:003235521BreastDCISresponse to estradiol26/1390141/187231.34e-053.33e-0426
GO:005067322BreastDCISepithelial cell proliferation57/1390437/187232.22e-055.23e-0457
GO:005067821BreastDCISregulation of epithelial cell proliferation51/1390381/187232.96e-056.55e-0451
GO:002240722BreastDCISregulation of cell-cell adhesion56/1390448/187238.53e-051.61e-0356
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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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