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: IKZF2

Gene summary for IKZF2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IKZF2

Gene ID

22807

Gene nameIKAROS family zinc finger 2
Gene AliasANF1A2
Cytomap2q34
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9UKS7


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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
22807IKZF2CCI_1HumanCervixCC8.67e-071.06e+000.528
22807IKZF2CCI_3HumanCervixCC4.41e-149.11e-010.516
22807IKZF2RNA-P17T-P17T-4HumanLungIAC1.49e-036.31e-010.343
22807IKZF2RNA-P17T-P17T-8HumanLungIAC3.17e-034.95e-010.3329
22807IKZF2RNA-P25T1-P25T1-1HumanLungAIS3.66e-033.53e-01-0.2116
22807IKZF2RNA-P25T1-P25T1-3HumanLungAIS8.31e-045.08e-01-0.2107
22807IKZF2RNA-P6T2-P6T2-1HumanLungIAC8.80e-052.86e-01-0.0166
22807IKZF2RNA-P6T2-P6T2-2HumanLungIAC2.14e-093.75e-01-0.0132
22807IKZF2RNA-P6T2-P6T2-3HumanLungIAC4.67e-104.03e-01-0.013
22807IKZF2RNA-P6T2-P6T2-4HumanLungIAC1.05e-063.35e-01-0.0121
22807IKZF2male-WTAHumanThyroidPTC1.08e-324.07e-010.1037
22807IKZF2PTC01HumanThyroidPTC9.57e-173.21e-010.1899
22807IKZF2PTC03HumanThyroidPTC2.33e-032.28e-010.1784
22807IKZF2PTC04HumanThyroidPTC8.15e-449.35e-010.1927
22807IKZF2PTC05HumanThyroidPTC4.99e-228.52e-010.2065
22807IKZF2PTC06HumanThyroidPTC1.32e-531.14e+000.2057
22807IKZF2PTC07HumanThyroidPTC2.08e-457.43e-010.2044
22807IKZF2ATC12HumanThyroidATC3.47e-02-8.11e-030.34
22807IKZF2ATC13HumanThyroidATC2.82e-06-3.28e-040.34
22807IKZF2ATC5HumanThyroidATC2.65e-035.52e-030.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
IKZF2PLABreastADJFOXP3,RTKN2,TIGIT, etc.1.49e-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.
IKZF2TREGBreastDCISFOXP3,RTKN2,TIGIT, etc.2.77e-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.
IKZF2TREGBreastHealthyFOXP3,RTKN2,TIGIT, etc.1.28e-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.
IKZF2TREGBreastIDCFOXP3,RTKN2,TIGIT, etc.2.67e-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.
IKZF2CD8TEREXColorectumADNCALD,ITGA1,CBLB, etc.2.67e-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.
IKZF2TFHColorectumADJNCALD,ITGA1,CBLB, etc.1.24e-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.
IKZF2MAITColorectumADJNCALD,ITGA1,CBLB, etc.1.17e-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.
IKZF2TREGColorectumADJNCALD,ITGA1,CBLB, etc.1.54e-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.
IKZF2CD8TEREXColorectumADJNCALD,ITGA1,CBLB, etc.1.30e-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.
IKZF2TREGColorectumCRCNCALD,ITGA1,CBLB, etc.1.48e-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
IKZF2SNVMissense_Mutationc.1079A>Tp.His360Leup.H360LQ9UKS7protein_codingtolerated(0.34)benign(0.316)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
IKZF2SNVMissense_Mutationnovelc.650N>Ap.Arg217Hisp.R217HQ9UKS7protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IKZF2SNVMissense_Mutationc.1165C>Ap.Pro389Thrp.P389TQ9UKS7protein_codingtolerated(0.2)possibly_damaging(0.606)TCGA-C8-A12X-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IKZF2SNVMissense_Mutationrs754170741c.623G>Ap.Arg208Hisp.R208HQ9UKS7protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
IKZF2insertionFrame_Shift_Insnovelc.170_171insAATGTCATGGAAGp.Asp57GlufsTer6p.D57Efs*6Q9UKS7protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
IKZF2SNVMissense_Mutationc.500C>Tp.Pro167Leup.P167LQ9UKS7protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IKZF2SNVMissense_Mutationnovelc.470N>Ap.Arg157Lysp.R157KQ9UKS7protein_codingdeleterious(0)probably_damaging(0.992)TCGA-C5-A3HD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
IKZF2SNVMissense_Mutationc.605G>Cp.Gly202Alap.G202AQ9UKS7protein_codingdeleterious(0)benign(0.096)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
IKZF2SNVMissense_Mutationnovelc.205G>Ap.Asp69Asnp.D69NQ9UKS7protein_codingdeleterious(0.02)benign(0.001)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
IKZF2SNVMissense_Mutationnovelc.547C>Gp.Leu183Valp.L183VQ9UKS7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-VS-A9UL-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
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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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