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
619279ZNF704048752_1579-all-cellsHumanProstateBPH2.77e-356.65e-010.1008
619279ZNF704052095_1628-all-cellsHumanProstateBPH8.68e-296.39e-010.1032
619279ZNF704052097_1595-all-cellsHumanProstateBPH1.61e-175.14e-010.0972
619279ZNF704052099_1652-all-cellsHumanProstateBPH2.24e-317.68e-010.1038
619279ZNF704Dong_P1HumanProstateTumor1.92e-126.29e-020.035
619279ZNF704Dong_P3HumanProstateTumor1.40e-204.03e-010.0278
619279ZNF704Dong_P4HumanProstateTumor4.42e-062.56e-010.0292
619279ZNF704Dong_P5HumanProstateTumor2.02e-107.90e-030.053
619279ZNF704GSM5353215_PA_AUG_PB_1B_S2HumanProstateTumor1.10e-046.50e-010.1557
619279ZNF704GSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor3.47e-167.61e-010.1633
619279ZNF704GSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor2.61e-208.15e-010.1608
619279ZNF704GSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor5.84e-127.21e-010.1604
619279ZNF704GSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor1.89e-095.94e-010.1621
619279ZNF704GSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor5.58e-128.98e-010.1619
619279ZNF704GSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor1.26e-036.40e-010.159
619279ZNF704GSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor2.29e-096.11e-010.1602
619279ZNF704GSM5353232_PA_PR5249_T1_S3_L001HumanProstateTumor1.15e-036.10e-010.1439
619279ZNF704GSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor1.42e-024.50e-010.1608
619279ZNF704GSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor2.82e-077.96e-010.1622
619279ZNF704GSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor2.48e-063.94e-010.1575
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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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