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: ZSCAN21

Gene summary for ZSCAN21

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZSCAN21

Gene ID

7589

Gene namezinc finger and SCAN domain containing 21
Gene AliasNY-REN-21
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9Y5A6


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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
7589ZSCAN21HCC1_MengHumanLiverHCC6.47e-113.01e-020.0246
7589ZSCAN21S014HumanLiverHCC1.10e-083.46e-010.2254
7589ZSCAN21S015HumanLiverHCC1.90e-063.13e-010.2375
7589ZSCAN21S016HumanLiverHCC6.29e-093.11e-010.2243
7589ZSCAN21S027HumanLiverHCC3.53e-066.24e-010.2446
7589ZSCAN21S028HumanLiverHCC1.20e-249.68e-010.2503
7589ZSCAN21S029HumanLiverHCC8.49e-229.56e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:0000280LiverHCCnuclear division220/7958439/187236.90e-044.25e-03220
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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
ZSCAN21SNVMissense_Mutationc.262N>Gp.Leu88Valp.L88VQ9Y5A6protein_codingdeleterious(0.04)possibly_damaging(0.558)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
ZSCAN21SNVMissense_Mutationc.571N>Gp.Gln191Glup.Q191EQ9Y5A6protein_codingtolerated(0.78)benign(0.007)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZSCAN21SNVMissense_Mutationnovelc.583A>Cp.Lys195Glnp.K195QQ9Y5A6protein_codingtolerated(0.56)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZSCAN21SNVMissense_Mutationrs780220822c.1174G>Ap.Glu392Lysp.E392KQ9Y5A6protein_codingdeleterious(0.02)possibly_damaging(0.595)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZSCAN21SNVMissense_Mutationc.212G>Ap.Cys71Tyrp.C71YQ9Y5A6protein_codingtolerated(1)probably_damaging(0.967)TCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZSCAN21SNVMissense_Mutationnovelc.510N>Gp.His170Glnp.H170QQ9Y5A6protein_codingtolerated(0.31)benign(0.013)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ZSCAN21insertionNonsense_Mutationnovelc.1135_1136insTTGGATGCTGATTTACTTGTATCTATGCGCTATCp.Tyr379PhefsTer4p.Y379Ffs*4Q9Y5A6protein_codingTCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZSCAN21insertionNonsense_Mutationnovelc.1353_1354insGTCTCAAAATAAATAAATAAAATAAATATTTTTTTp.Thr452ValfsTer4p.T452Vfs*4Q9Y5A6protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ZSCAN21SNVMissense_Mutationnovelc.423G>Cp.Gln141Hisp.Q141HQ9Y5A6protein_codingtolerated(0.09)benign(0.003)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZSCAN21SNVMissense_Mutationnovelc.652G>Cp.Glu218Glnp.E218QQ9Y5A6protein_codingtolerated(0.33)benign(0.019)TCGA-C5-A1BJ-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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