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: ZNF704

Gene summary for ZNF704

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF704

Gene ID

619279

Gene namezinc finger protein 704
Gene AliasGig1
Cytomap8q21.13
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6ZNC4


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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
619279ZNF704HTA11_3410_2000001011HumanColorectumAD4.98e-29-7.78e-010.0155
619279ZNF704HTA11_2487_2000001011HumanColorectumSER1.78e-15-7.42e-01-0.1808
619279ZNF704HTA11_2951_2000001011HumanColorectumAD4.34e-04-8.07e-010.0216
619279ZNF704HTA11_1938_2000001011HumanColorectumAD4.60e-03-4.64e-01-0.0811
619279ZNF704HTA11_2112_2000001011HumanColorectumSER2.22e-02-6.04e-01-0.2196
619279ZNF704HTA11_3361_2000001011HumanColorectumAD1.04e-11-7.22e-01-0.1207
619279ZNF704HTA11_696_2000001011HumanColorectumAD8.19e-03-2.79e-01-0.1464
619279ZNF704HTA11_866_2000001011HumanColorectumAD3.04e-04-2.69e-01-0.1001
619279ZNF704HTA11_1391_2000001011HumanColorectumAD1.05e-07-4.81e-01-0.059
619279ZNF704HTA11_5212_2000001011HumanColorectumAD5.03e-05-7.20e-01-0.2061
619279ZNF704HTA11_5216_2000001011HumanColorectumSER2.65e-03-7.20e-01-0.1462
619279ZNF704HTA11_866_3004761011HumanColorectumAD7.15e-13-5.56e-010.096
619279ZNF704HTA11_8622_2000001021HumanColorectumSER7.33e-06-7.53e-010.0528
619279ZNF704HTA11_10711_2000001011HumanColorectumAD1.35e-03-4.19e-010.0338
619279ZNF704HTA11_7696_3000711011HumanColorectumAD6.63e-10-3.88e-010.0674
619279ZNF704HTA11_99999970781_79442HumanColorectumMSS2.04e-21-5.58e-010.294
619279ZNF704HTA11_99999973899_84307HumanColorectumMSS1.89e-12-8.30e-010.2585
619279ZNF704HTA11_99999974143_84620HumanColorectumMSS7.65e-33-7.83e-010.3005
619279ZNF704F007HumanColorectumFAP4.19e-03-1.91e-010.1176
619279ZNF704A015-C-203HumanColorectumFAP6.41e-23-3.66e-01-0.1294
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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
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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
ZNF704MASTPancreasHealthyFER,AGAP1,SLC24A3, etc.7.79e-02The 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.
ZNF704MASTProstateHealthyIL18R1,SLC24A3,NUTM2A-AS1, etc.3.76e-01The 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.
ZNF704MASTSkinADJGATA2,LTC4S,TPSAB1, etc.3.29e-01The 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.
∗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
ZNF704SNVMissense_Mutationrs752885224c.1157G>Ap.Arg386Glnp.R386QQ6ZNC4protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A7-A4SD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ZNF704SNVMissense_Mutationnovelc.119N>Tp.Ala40Valp.A40VQ6ZNC4protein_codingtolerated_low_confidence(1)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF704insertionNonsense_Mutationnovelc.733_734insAAATAAAATGTAAGCATTGGAAAGCTTTGGCAp.Ser245Terp.S245*Q6ZNC4protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ZNF704SNVMissense_Mutationc.1063N>Ap.Gly355Argp.G355RQ6ZNC4protein_codingtolerated(0.28)probably_damaging(0.911)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF704SNVMissense_Mutationc.824N>Ap.Arg275Glnp.R275QQ6ZNC4protein_codingtolerated(0.34)benign(0.014)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF704SNVMissense_Mutationc.1040N>Tp.Pro347Leup.P347LQ6ZNC4protein_codingtolerated(0.14)probably_damaging(0.998)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF704SNVMissense_Mutationnovelc.46N>Cp.Lys16Glnp.K16QQ6ZNC4protein_codingtolerated_low_confidence(0.52)benign(0.005)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ZNF704SNVMissense_Mutationrs139476385c.1052C>Tp.Pro351Leup.P351LQ6ZNC4protein_codingtolerated(0.06)benign(0.001)TCGA-CM-6161-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF704SNVMissense_Mutationrs752885224c.1157G>Ap.Arg386Glnp.R386QQ6ZNC4protein_codingdeleterious(0)probably_damaging(0.996)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF704SNVMissense_Mutationc.980N>Ap.Ser327Asnp.S327NQ6ZNC4protein_codingtolerated(0.58)benign(0.003)TCGA-G4-6294-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilPD
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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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