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: ZNF600

Gene summary for ZNF600

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF600

Gene ID

162966

Gene namezinc finger protein 600
Gene AliasKR-ZNF1
Cytomap19q13.41
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6ZNG1


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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
162966ZNF600LZE20THumanEsophagusESCC1.67e-051.71e-010.0662
162966ZNF600LZE24THumanEsophagusESCC1.77e-123.73e-010.0596
162966ZNF600P1T-EHumanEsophagusESCC3.84e-033.17e-010.0875
162966ZNF600P2T-EHumanEsophagusESCC1.36e-171.49e-010.1177
162966ZNF600P4T-EHumanEsophagusESCC6.18e-153.61e-010.1323
162966ZNF600P5T-EHumanEsophagusESCC4.70e-102.22e-010.1327
162966ZNF600P8T-EHumanEsophagusESCC2.23e-172.94e-010.0889
162966ZNF600P10T-EHumanEsophagusESCC1.87e-202.45e-010.116
162966ZNF600P11T-EHumanEsophagusESCC1.44e-063.14e-010.1426
162966ZNF600P12T-EHumanEsophagusESCC5.34e-153.26e-010.1122
162966ZNF600P16T-EHumanEsophagusESCC9.76e-075.82e-020.1153
162966ZNF600P17T-EHumanEsophagusESCC2.91e-072.51e-010.1278
162966ZNF600P20T-EHumanEsophagusESCC1.25e-038.56e-020.1124
162966ZNF600P21T-EHumanEsophagusESCC8.04e-163.27e-010.1617
162966ZNF600P22T-EHumanEsophagusESCC1.00e-222.24e-010.1236
162966ZNF600P24T-EHumanEsophagusESCC1.10e-101.11e-010.1287
162966ZNF600P26T-EHumanEsophagusESCC9.48e-203.64e-010.1276
162966ZNF600P27T-EHumanEsophagusESCC2.85e-253.58e-010.1055
162966ZNF600P28T-EHumanEsophagusESCC2.70e-091.94e-010.1149
162966ZNF600P30T-EHumanEsophagusESCC2.96e-155.83e-010.137
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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
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
∗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
ZNF600GDTOral cavityEOLPFAM13A,ATL1,EIF3J-DT, etc.1.85e-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.
ZNF600GDTOral cavityHealthyFAM13A,ATL1,EIF3J-DT, etc.1.39e-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.
ZNF600GDTOral cavityLPFAM13A,ATL1,EIF3J-DT, etc.1.77e-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.
ZNF600GDTOral cavityNEOLPFAM13A,ATL1,EIF3J-DT, etc.1.92e-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.
ZNF600GDTOral cavityOSCCFAM13A,ATL1,EIF3J-DT, etc.1.43e-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
ZNF600SNVMissense_Mutationnovelc.2161N>Gp.Leu721Valp.L721VQ6ZNG1protein_codingtolerated(0.17)benign(0.003)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
ZNF600SNVMissense_Mutationc.922N>Cp.Asp308Hisp.D308HQ6ZNG1protein_codingdeleterious(0.03)possibly_damaging(0.823)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF600SNVMissense_Mutationrs762792866c.1124N>Ap.Cys375Tyrp.C375YQ6ZNG1protein_codingtolerated(1)benign(0.005)TCGA-A8-A08P-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
ZNF600SNVMissense_Mutationc.1705N>Ap.Leu569Ilep.L569IQ6ZNG1protein_codingdeleterious(0.02)probably_damaging(0.988)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF600SNVMissense_Mutationnovelc.158N>Tp.Arg53Ilep.R53IQ6ZNG1protein_codingtolerated(0.09)benign(0.086)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF600SNVMissense_Mutationnovelc.1358G>Tp.Cys453Phep.C453FQ6ZNG1protein_codingtolerated(0.71)benign(0.044)TCGA-S3-AA10-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
ZNF600SNVMissense_Mutationrs747468038c.1550N>Ap.Arg517Hisp.R517HQ6ZNG1protein_codingtolerated(0.26)benign(0.012)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF600SNVMissense_Mutationrs202167068c.385C>Tp.Pro129Serp.P129SQ6ZNG1protein_codingtolerated(0.58)benign(0)TCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
ZNF600SNVMissense_Mutationc.1973N>Cp.Arg658Thrp.R658TQ6ZNG1protein_codingtolerated(0.13)possibly_damaging(0.849)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
ZNF600SNVMissense_Mutationnovelc.1040N>Cp.Arg347Thrp.R347TQ6ZNG1protein_codingtolerated(0.62)benign(0.394)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=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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