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: JAZF1

Gene summary for JAZF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

JAZF1

Gene ID

221895

Gene nameJAZF zinc finger 1
Gene AliasTIP27
Cytomap7p15.2-p15.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q86VZ6


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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
221895JAZF1AEH-subject1HumanEndometriumAEH3.17e-113.37e-01-0.3059
221895JAZF1AEH-subject2HumanEndometriumAEH8.51e-035.99e-02-0.2525
221895JAZF1AEH-subject3HumanEndometriumAEH4.24e-163.64e-01-0.2576
221895JAZF1AEH-subject4HumanEndometriumAEH1.17e-144.86e-01-0.2657
221895JAZF1AEH-subject5HumanEndometriumAEH2.21e-225.60e-01-0.2953
221895JAZF1EEC-subject1HumanEndometriumEEC5.56e-164.68e-01-0.2682
221895JAZF1EEC-subject2HumanEndometriumEEC1.48e-061.26e-01-0.2607
221895JAZF1EEC-subject3HumanEndometriumEEC5.16e-161.56e-01-0.2525
221895JAZF1EEC-subject4HumanEndometriumEEC6.35e-154.19e-01-0.2571
221895JAZF1EEC-subject5HumanEndometriumEEC2.01e-072.31e-01-0.249
221895JAZF1GSM5276934HumanEndometriumEEC5.24e-14-2.26e-01-0.0913
221895JAZF1GSM5276935HumanEndometriumEEC2.74e-17-2.64e-01-0.123
221895JAZF1GSM5276937HumanEndometriumEEC1.85e-05-2.42e-01-0.0897
221895JAZF1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.25e-13-2.22e-01-0.1869
221895JAZF1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.36e-28-1.86e-01-0.1875
221895JAZF1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.03e-12-2.82e-01-0.1883
221895JAZF1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC6.21e-17-1.83e-01-0.1934
221895JAZF1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.44e-20-2.96e-01-0.1917
221895JAZF1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.00e-16-2.76e-01-0.1916
221895JAZF1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC3.96e-13-2.40e-01-0.1269
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
∗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
∗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
JAZF1SNVMissense_Mutationrs761995472c.701C>Tp.Ser234Leup.S234LQ86VZ6protein_codingtolerated_low_confidence(0.06)probably_damaging(0.964)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
JAZF1SNVMissense_Mutationc.190N>Ap.Phe64Ilep.F64IQ86VZ6protein_codingdeleterious(0)probably_damaging(0.962)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
JAZF1SNVMissense_Mutationc.608G>Ap.Arg203Hisp.R203HQ86VZ6protein_codingdeleterious(0)probably_damaging(0.989)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
JAZF1SNVMissense_Mutationc.254N>Tp.Ser85Leup.S85LQ86VZ6protein_codingdeleterious(0.01)benign(0.124)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
JAZF1SNVMissense_Mutationc.723N>Ap.Met241Ilep.M241IQ86VZ6protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
JAZF1SNVMissense_Mutationc.305G>Ap.Arg102Hisp.R102HQ86VZ6protein_codingtolerated(0.11)probably_damaging(0.989)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
JAZF1SNVMissense_Mutationnovelc.206N>Tp.Ala69Valp.A69VQ86VZ6protein_codingtolerated(0.09)probably_damaging(0.98)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
JAZF1SNVMissense_Mutationc.305G>Ap.Arg102Hisp.R102HQ86VZ6protein_codingtolerated(0.11)probably_damaging(0.989)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
JAZF1SNVMissense_Mutationrs562255429c.667C>Tp.Arg223Trpp.R223WQ86VZ6protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
JAZF1SNVMissense_Mutationc.304C>Tp.Arg102Cysp.R102CQ86VZ6protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-D1-A17B-01Endometriumuterine corpus endometrioid 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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