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: ZNF668

Gene summary for ZNF668

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF668

Gene ID

79759

Gene namezinc finger protein 668
Gene AliasZNF668
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024QZD9


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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
79759ZNF668LZE4THumanEsophagusESCC1.64e-041.16e-010.0811
79759ZNF668LZE24THumanEsophagusESCC4.70e-082.50e-010.0596
79759ZNF668P1T-EHumanEsophagusESCC4.54e-041.69e-010.0875
79759ZNF668P2T-EHumanEsophagusESCC4.44e-273.29e-010.1177
79759ZNF668P4T-EHumanEsophagusESCC9.25e-142.07e-010.1323
79759ZNF668P5T-EHumanEsophagusESCC2.35e-091.25e-010.1327
79759ZNF668P8T-EHumanEsophagusESCC1.16e-161.47e-010.0889
79759ZNF668P9T-EHumanEsophagusESCC8.37e-071.54e-010.1131
79759ZNF668P10T-EHumanEsophagusESCC6.13e-201.41e-010.116
79759ZNF668P11T-EHumanEsophagusESCC2.08e-093.07e-010.1426
79759ZNF668P12T-EHumanEsophagusESCC2.44e-172.60e-010.1122
79759ZNF668P15T-EHumanEsophagusESCC7.56e-071.82e-010.1149
79759ZNF668P16T-EHumanEsophagusESCC6.05e-131.74e-010.1153
79759ZNF668P20T-EHumanEsophagusESCC4.10e-111.75e-010.1124
79759ZNF668P21T-EHumanEsophagusESCC3.53e-111.58e-010.1617
79759ZNF668P22T-EHumanEsophagusESCC1.83e-131.50e-010.1236
79759ZNF668P23T-EHumanEsophagusESCC1.23e-071.99e-010.108
79759ZNF668P24T-EHumanEsophagusESCC2.25e-141.51e-010.1287
79759ZNF668P26T-EHumanEsophagusESCC1.28e-182.23e-010.1276
79759ZNF668P27T-EHumanEsophagusESCC1.25e-141.90e-010.1055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
ZNF668BASLungAISZSCAN30,SNX15,AC018816.1, etc.0.00e+00The 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.
ZNF668ABPLungAISZSCAN30,SNX15,AC018816.1, etc.1.87e-03The 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.
ZNF668BASLungIACZSCAN30,SNX15,AC018816.1, etc.1.12e-03The 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.
ZNF668ABPLungMIACZSCAN30,SNX15,AC018816.1, etc.1.88e-03The 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.
ZNF668BASLungMIACZSCAN30,SNX15,AC018816.1, etc.4.44e-16The 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.
ZNF668ECMOral cavityLPGPR1,HSD3B7,HTRA3, etc.3.73e-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.
ZNF668PERIStomachADJLINC01278,GCNT2,PMM1, etc.1.80e-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.
ZNF668SMCStomachCAGLINC01278,GCNT2,PMM1, etc.3.85e-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.
ZNF668MSCStomachCAG with IMLINC01278,GCNT2,PMM1, etc.1.18e-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.
ZNF668LYMENDStomachSIMLINC01278,GCNT2,PMM1, etc.1.89e-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
ZNF668SNVMissense_Mutationrs775410937c.1229N>Tp.Ser410Leup.S410LQ96K58protein_codingtolerated(0.05)probably_damaging(0.998)TCGA-E2-A15H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyherceptinSD
ZNF668insertionNonsense_Mutationnovelc.1710_1711insTATCTCTACTGAAAAp.Thr570_Gln571insTyrLeuTyrTerLysp.T570_Q571insYLY*KQ96K58protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF668insertionIn_Frame_Insnovelc.1708_1709insACATGGTGAAGCp.Thr570delinsAsnMetValLysProp.T570delinsNMVKPQ96K58protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF668SNVMissense_Mutationc.958N>Tp.Arg320Cysp.R320CQ96K58protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1BI-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
ZNF668SNVMissense_Mutationc.149G>Cp.Cys50Serp.C50SQ96K58protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF668SNVMissense_Mutationnovelc.1600N>Ap.Glu534Lysp.E534KQ96K58protein_codingdeleterious(0.05)benign(0.003)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ZNF668SNVMissense_Mutationc.566G>Ap.Arg189Glnp.R189QQ96K58protein_codingdeleterious(0.01)possibly_damaging(0.899)TCGA-4N-A93T-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaSD
ZNF668SNVMissense_Mutationc.1154N>Ap.Arg385Glnp.R385QQ96K58protein_codingtolerated(0.06)possibly_damaging(0.712)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF668SNVMissense_Mutationc.1655N>Tp.Thr552Metp.T552MQ96K58protein_codingdeleterious(0.01)benign(0.057)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF668SNVMissense_Mutationrs763330703c.1777N>Tp.Arg593Cysp.R593CQ96K58protein_codingtolerated(0.08)probably_damaging(0.996)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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