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: ZKSCAN1

Gene summary for ZKSCAN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZKSCAN1

Gene ID

7586

Gene namezinc finger with KRAB and SCAN domains 1
Gene AliasKOX18
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B3KNP9


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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
7586ZKSCAN1HTA11_1938_2000001011HumanColorectumAD3.27e-045.67e-01-0.0811
7586ZKSCAN1HTA11_78_2000001011HumanColorectumAD1.28e-056.25e-01-0.1088
7586ZKSCAN1HTA11_347_2000001011HumanColorectumAD1.29e-231.01e+00-0.1954
7586ZKSCAN1HTA11_696_2000001011HumanColorectumAD1.94e-044.85e-01-0.1464
7586ZKSCAN1HTA11_1391_2000001011HumanColorectumAD8.08e-045.80e-01-0.059
7586ZKSCAN1HTA11_546_2000001011HumanColorectumAD6.71e-056.89e-01-0.0842
7586ZKSCAN1HTA11_7663_2000001011HumanColorectumSER2.67e-026.20e-010.0131
7586ZKSCAN1HTA11_10623_2000001011HumanColorectumAD1.06e-036.17e-01-0.0177
7586ZKSCAN1HTA11_7696_3000711011HumanColorectumAD1.06e-075.52e-010.0674
7586ZKSCAN1HTA11_6818_2000001011HumanColorectumAD9.35e-077.84e-010.0112
7586ZKSCAN1HTA11_99999965062_69753HumanColorectumMSI-H4.88e-151.22e+000.3487
7586ZKSCAN1HTA11_99999965104_69814HumanColorectumMSS9.45e-221.13e+000.281
7586ZKSCAN1HTA11_99999971662_82457HumanColorectumMSS4.45e-057.76e-010.3859
7586ZKSCAN1F007HumanColorectumFAP1.33e-031.20e-010.1176
7586ZKSCAN1A001-C-207HumanColorectumFAP3.76e-03-1.43e-010.1278
7586ZKSCAN1A015-C-203HumanColorectumFAP1.24e-262.39e-02-0.1294
7586ZKSCAN1A015-C-204HumanColorectumFAP2.38e-05-1.46e-01-0.0228
7586ZKSCAN1A014-C-040HumanColorectumFAP1.40e-066.04e-02-0.1184
7586ZKSCAN1A002-C-201HumanColorectumFAP1.74e-13-9.03e-020.0324
7586ZKSCAN1A002-C-203HumanColorectumFAP8.92e-032.09e-010.2786
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
ZKSCAN1TH1ColorectumFAPSORBS2,S100A16,POF1B, etc.8.35e-02The 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.
ZKSCAN1LYMENDLiverHCCRGN,CREB3L3,AFMID, etc.1.39e-02The 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.
ZKSCAN1LYMENDLiverHealthyRGN,CREB3L3,AFMID, etc.2.33e-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
ZKSCAN1SNVMissense_Mutationc.229C>Gp.Leu77Valp.L77VP17029protein_codingdeleterious(0)possibly_damaging(0.744)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ZKSCAN1SNVMissense_Mutationrs772572650c.1523G>Ap.Arg508Glnp.R508QP17029protein_codingtolerated(1)benign(0.117)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZKSCAN1SNVMissense_Mutationc.1589N>Gp.Ser530Cysp.S530CP17029protein_codingdeleterious(0)possibly_damaging(0.785)TCGA-BH-A0W3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZKSCAN1SNVMissense_Mutationnovelc.1307N>Gp.Asn436Serp.N436SP17029protein_codingdeleterious(0.05)benign(0.024)TCGA-E9-A1ND-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
ZKSCAN1insertionNonsense_Mutationnovelc.551_552insCTCCAAGCAAACACCCTGAGGGTGGAGTCGGCCTGTTTGAGGTTp.Arg185SerfsTer6p.R185Sfs*6P17029protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZKSCAN1insertionFrame_Shift_Insnovelc.19_20insGp.Glu8GlyfsTer26p.E8Gfs*26P17029protein_codingTCGA-BH-A1EN-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZKSCAN1SNVMissense_Mutationnovelc.1358N>Ap.Arg453Hisp.R453HP17029protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZKSCAN1SNVMissense_Mutationnovelc.523G>Ap.Ala175Thrp.A175TP17029protein_codingtolerated(0.62)benign(0)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZKSCAN1SNVMissense_Mutationc.883N>Ap.Gly295Argp.G295RP17029protein_codingdeleterious(0.04)benign(0.044)TCGA-AG-3878-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ZKSCAN1deletionFrame_Shift_Delc.1012delNp.Thr340ProfsTer21p.T340Pfs*21P17029protein_codingTCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=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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