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: CASZ1

Gene summary for CASZ1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CASZ1

Gene ID

54897

Gene namecastor zinc finger 1
Gene AliasCAS11
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B3KRV8


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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
54897CASZ1CCI_1HumanCervixCC4.93e-056.29e-010.528
54897CASZ1CCI_2HumanCervixCC5.09e-048.21e-010.5249
54897CASZ1CCI_3HumanCervixCC1.78e-097.41e-010.516
54897CASZ1HTA11_3410_2000001011HumanColorectumAD3.75e-04-2.24e-010.0155
54897CASZ1HTA11_696_2000001011HumanColorectumAD4.54e-024.57e-01-0.1464
54897CASZ1HTA11_99999970781_79442HumanColorectumMSS6.23e-14-5.06e-010.294
54897CASZ1HTA11_99999974143_84620HumanColorectumMSS2.06e-03-2.68e-010.3005
54897CASZ1A002-C-010HumanColorectumFAP1.28e-07-2.84e-010.242
54897CASZ1A015-C-203HumanColorectumFAP4.67e-28-3.76e-01-0.1294
54897CASZ1A015-C-204HumanColorectumFAP1.68e-07-2.32e-01-0.0228
54897CASZ1A014-C-040HumanColorectumFAP1.20e-05-4.22e-01-0.1184
54897CASZ1A002-C-201HumanColorectumFAP4.11e-15-2.32e-010.0324
54897CASZ1A002-C-203HumanColorectumFAP1.33e-04-1.45e-010.2786
54897CASZ1A001-C-119HumanColorectumFAP1.99e-05-4.16e-02-0.1557
54897CASZ1A001-C-108HumanColorectumFAP1.46e-12-1.87e-01-0.0272
54897CASZ1A002-C-205HumanColorectumFAP9.27e-23-3.26e-01-0.1236
54897CASZ1A015-C-005HumanColorectumFAP1.53e-03-4.22e-02-0.0336
54897CASZ1A015-C-006HumanColorectumFAP2.51e-16-2.54e-01-0.0994
54897CASZ1A015-C-106HumanColorectumFAP2.72e-13-2.56e-01-0.0511
54897CASZ1A002-C-114HumanColorectumFAP2.92e-20-3.06e-01-0.1561
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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
CASZ1SNVMissense_Mutationnovelc.4016C>Tp.Ser1339Phep.S1339FQ86V15protein_codingdeleterious_low_confidence(0)benign(0.421)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CASZ1SNVMissense_Mutationnovelc.2621C>Tp.Ser874Leup.S874LQ86V15protein_codingtolerated_low_confidence(0.14)possibly_damaging(0.68)TCGA-A2-A3XY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
CASZ1SNVMissense_Mutationc.1114C>Tp.Arg372Cysp.R372CQ86V15protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-A8-A09K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CASZ1SNVMissense_Mutationc.1306G>Tp.Asp436Tyrp.D436YQ86V15protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CASZ1SNVMissense_Mutationc.1946N>Gp.Tyr649Cysp.Y649CQ86V15protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-BH-A0C1-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CASZ1SNVMissense_Mutationrs761954486c.2099C>Tp.Ser700Leup.S700LQ86V15protein_codingtolerated(0.18)probably_damaging(0.988)TCGA-BH-A1FL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CASZ1SNVMissense_Mutationc.3032G>Ap.Arg1011Hisp.R1011HQ86V15protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-E9-A228-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CASZ1SNVMissense_Mutationnovelc.1029N>Ap.Asn343Lysp.N343KQ86V15protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-LL-A73Z-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CASZ1deletionFrame_Shift_Delc.1831delCp.His611ThrfsTer75p.H611Tfs*75Q86V15protein_codingTCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CASZ1insertionIn_Frame_Insnovelc.2787_2788insCCCp.Arg929_Ser930insProp.R929_S930insPQ86V15protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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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