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: CIZ1

Gene summary for CIZ1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CIZ1

Gene ID

25792

Gene nameCDKN1A interacting zinc finger protein 1
Gene AliasLSFR1
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9BTG3


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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
25792CIZ1HTA11_3410_2000001011HumanColorectumAD1.15e-052.04e-010.0155
25792CIZ1HTA11_2487_2000001011HumanColorectumSER2.93e-022.17e-01-0.1808
25792CIZ1HTA11_78_2000001011HumanColorectumAD2.93e-032.46e-01-0.1088
25792CIZ1HTA11_347_2000001011HumanColorectumAD2.60e-113.43e-01-0.1954
25792CIZ1HTA11_411_2000001011HumanColorectumSER7.99e-044.63e-01-0.2602
25792CIZ1HTA11_3361_2000001011HumanColorectumAD4.19e-053.95e-01-0.1207
25792CIZ1HTA11_696_2000001011HumanColorectumAD3.74e-063.05e-01-0.1464
25792CIZ1HTA11_866_2000001011HumanColorectumAD1.92e-052.60e-01-0.1001
25792CIZ1HTA11_1391_2000001011HumanColorectumAD6.10e-175.32e-01-0.059
25792CIZ1HTA11_546_2000001011HumanColorectumAD1.16e-022.95e-01-0.0842
25792CIZ1HTA11_9341_2000001011HumanColorectumSER4.81e-054.31e-01-0.00410000000000005
25792CIZ1HTA11_866_3004761011HumanColorectumAD1.86e-154.17e-010.096
25792CIZ1HTA11_4255_2000001011HumanColorectumSER4.75e-023.34e-010.0446
25792CIZ1HTA11_8622_2000001021HumanColorectumSER2.66e-043.51e-010.0528
25792CIZ1HTA11_10711_2000001011HumanColorectumAD1.87e-062.89e-010.0338
25792CIZ1HTA11_7696_3000711011HumanColorectumAD5.56e-144.06e-010.0674
25792CIZ1HTA11_6818_2000001011HumanColorectumAD2.26e-053.82e-010.0112
25792CIZ1HTA11_7469_2000001011HumanColorectumAD8.53e-035.31e-01-0.0124
25792CIZ1HTA11_6818_2000001021HumanColorectumAD1.63e-053.02e-010.0588
25792CIZ1HTA11_99999970781_79442HumanColorectumMSS4.00e-052.92e-010.294
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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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
GO:0051052ColorectumADregulation of DNA metabolic process116/3918359/187232.47e-071.00e-05116
GO:0051054ColorectumADpositive regulation of DNA metabolic process73/3918201/187233.27e-071.29e-0573
GO:0034504ColorectumADprotein localization to nucleus94/3918290/187232.83e-068.09e-0594
GO:0032507ColorectumADmaintenance of protein location in cell25/391865/187239.12e-048.71e-0325
GO:0051651ColorectumADmaintenance of location in cell61/3918214/187235.02e-033.37e-0261
GO:0045185ColorectumADmaintenance of protein location30/391894/187238.26e-034.85e-0230
GO:00345041ColorectumSERprotein localization to nucleus74/2897290/187235.74e-062.05e-0474
GO:00510541ColorectumSERpositive regulation of DNA metabolic process53/2897201/187234.51e-051.13e-0353
GO:00510521ColorectumSERregulation of DNA metabolic process83/2897359/187238.03e-051.77e-0383
GO:00325071ColorectumSERmaintenance of protein location in cell21/289765/187235.39e-047.57e-0321
GO:00451851ColorectumSERmaintenance of protein location26/289794/187231.76e-031.81e-0226
GO:00516511ColorectumSERmaintenance of location in cell47/2897214/187237.20e-034.99e-0247
GO:00345042ColorectumMSSprotein localization to nucleus92/3467290/187233.66e-081.98e-0692
GO:00510522ColorectumMSSregulation of DNA metabolic process108/3467359/187235.86e-083.10e-06108
GO:00510542ColorectumMSSpositive regulation of DNA metabolic process69/3467201/187236.33e-083.26e-0669
GO:00516512ColorectumMSSmaintenance of location in cell57/3467214/187232.07e-031.76e-0257
GO:00325072ColorectumMSSmaintenance of protein location in cell22/346765/187232.33e-031.90e-0222
GO:00510543ColorectumMSI-Hpositive regulation of DNA metabolic process34/1319201/187231.60e-061.03e-0434
GO:00345043ColorectumMSI-Hprotein localization to nucleus40/1319290/187233.43e-051.33e-0340
GO:00510523ColorectumMSI-Hregulation of DNA metabolic process45/1319359/187231.20e-043.56e-0345
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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
CIZ1SNVMissense_Mutationnovelc.2398N>Ap.Glu800Lysp.E800Kprotein_codingtolerated(0.05)possibly_damaging(0.702)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CIZ1SNVMissense_Mutationrs770956884c.458N>Ap.Arg153Glnp.R153Qprotein_codingdeleterious(0)benign(0.343)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CIZ1SNVMissense_Mutationnovelc.1262N>Ap.Val421Glup.V421Eprotein_codingtolerated_low_confidence(0.31)probably_damaging(0.997)TCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CIZ1SNVMissense_Mutationc.2668N>Tp.Ala890Serp.A890Sprotein_codingtolerated(0.06)benign(0.335)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CIZ1SNVMissense_Mutationc.1033N>Tp.Val345Phep.V345Fprotein_codingdeleterious_low_confidence(0)probably_damaging(0.983)TCGA-D8-A27I-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadrimycin+cyclophosphamideSD
CIZ1insertionNonsense_Mutationnovelc.2077_2078insTAGTGTGTTCCAGGTGTGTGTACCAAGCACTATCCTGp.Tyr693LeufsTer13p.Y693Lfs*13protein_codingTCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
CIZ1deletionFrame_Shift_Delnovelc.816delAp.Lys272AsnfsTer21p.K272Nfs*21protein_codingTCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CIZ1SNVMissense_Mutationc.620C>Tp.Ser207Leup.S207Lprotein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
CIZ1SNVMissense_Mutationc.2035G>Ap.Glu679Lysp.E679Kprotein_codingtolerated(0.06)possibly_damaging(0.457)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CIZ1SNVMissense_Mutationrs751261139c.1723G>Ap.Gly575Argp.G575Rprotein_codingdeleterious(0)benign(0.401)TCGA-UC-A7PF-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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