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: ZNF706

Gene summary for ZNF706

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF706

Gene ID

51123

Gene namezinc finger protein 706
Gene AliasHSPC038
Cytomap8q22.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9Y5V0


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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
51123ZNF706GSM4909281HumanBreastIDC5.04e-739.21e-010.21
51123ZNF706GSM4909286HumanBreastIDC2.64e-093.30e-010.1081
51123ZNF706GSM4909287HumanBreastIDC1.18e-033.16e-010.2057
51123ZNF706GSM4909288HumanBreastIDC4.54e-03-1.62e-010.0988
51123ZNF706GSM4909290HumanBreastIDC3.38e-196.22e-010.2096
51123ZNF706GSM4909291HumanBreastIDC1.58e-267.10e-010.1753
51123ZNF706GSM4909294HumanBreastIDC6.28e-122.74e-010.2022
51123ZNF706GSM4909296HumanBreastIDC2.73e-09-9.43e-020.1524
51123ZNF706GSM4909297HumanBreastIDC1.99e-16-9.22e-020.1517
51123ZNF706GSM4909302HumanBreastIDC8.31e-032.52e-010.1545
51123ZNF706GSM4909306HumanBreastIDC1.73e-114.28e-010.1564
51123ZNF706GSM4909308HumanBreastIDC1.88e-053.46e-010.158
51123ZNF706GSM4909309HumanBreastIDC1.43e-041.30e-010.0483
51123ZNF706GSM4909311HumanBreastIDC6.66e-44-4.53e-020.1534
51123ZNF706GSM4909312HumanBreastIDC2.32e-182.05e-010.1552
51123ZNF706GSM4909319HumanBreastIDC2.43e-46-1.46e-010.1563
51123ZNF706GSM4909320HumanBreastIDC1.68e-04-2.31e-010.1575
51123ZNF706GSM4909321HumanBreastIDC8.50e-17-1.83e-010.1559
51123ZNF706brca1HumanBreastPrecancer3.48e-114.45e-01-0.0338
51123ZNF706brca3HumanBreastPrecancer5.87e-051.98e-01-0.0263
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00064179BreastPrecancerregulation of translation67/1080468/187234.71e-127.64e-1067
GO:000641714BreastIDCregulation of translation74/1434468/187231.67e-091.53e-0774
GO:000641724BreastDCISregulation of translation72/1390468/187232.46e-092.17e-0772
GO:0006417ColorectumADregulation of translation141/3918468/187231.32e-064.22e-05141
GO:00064171ColorectumSERregulation of translation100/2897468/187233.76e-045.74e-03100
GO:00064172ColorectumMSSregulation of translation134/3467468/187234.43e-082.38e-06134
GO:00064174ColorectumFAPregulation of translation111/2622468/187238.47e-091.13e-06111
GO:0019827ColorectumFAPstem cell population maintenance33/2622131/187234.61e-045.39e-0333
GO:0098727ColorectumFAPmaintenance of cell number33/2622134/187237.09e-047.64e-0333
GO:000641716EndometriumAEHregulation of translation94/2100468/187231.14e-087.62e-0794
GO:000641717EndometriumEECregulation of translation94/2168468/187235.37e-082.88e-0694
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:00198277EsophagusHGINstem cell population maintenance39/2587131/187231.63e-066.14e-0539
GO:00987278EsophagusHGINmaintenance of cell number39/2587134/187233.02e-061.03e-0439
GO:20000362EsophagusHGINregulation of stem cell population maintenance11/258733/187233.55e-033.26e-0211
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:009872714EsophagusESCCmaintenance of cell number90/8552134/187233.94e-075.43e-0690
GO:001982714EsophagusESCCstem cell population maintenance88/8552131/187235.23e-076.97e-0688
GO:20000361EsophagusESCCregulation of stem cell population maintenance23/855233/187234.57e-031.78e-0223
GO:000641712LiverCirrhoticregulation of translation194/4634468/187237.28e-168.79e-14194
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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
ZNF706SNVMissense_Mutationnovelc.41N>Tp.Asn14Ilep.N14IQ9Y5V0protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF706SNVMissense_Mutationnovelc.21A>Cp.Lys7Asnp.K7NQ9Y5V0protein_codingdeleterious(0)probably_damaging(0.975)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF706SNVMissense_Mutationnovelc.109N>Gp.Leu37Valp.L37VQ9Y5V0protein_codingdeleterious(0)possibly_damaging(0.874)TCGA-DD-AAE7-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
ZNF706SNVMissense_Mutationnovelc.134G>Cp.Arg45Thrp.R45TQ9Y5V0protein_codingdeleterious(0.02)benign(0.044)TCGA-L9-A444-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF706SNVMissense_Mutationnovelc.202N>Tp.Pro68Serp.P68SQ9Y5V0protein_codingdeleterious(0)probably_damaging(0.96)TCGA-60-2695-01Lunglung squamous cell 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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