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: ZSCAN18

Gene summary for ZSCAN18

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZSCAN18

Gene ID

65982

Gene namezinc finger and SCAN domain containing 18
Gene AliasZNF447
Cytomap19q13.43
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8TBC5


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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
65982ZSCAN18LZE20THumanEsophagusESCC9.77e-092.08e-010.0662
65982ZSCAN18P2T-EHumanEsophagusESCC1.27e-283.79e-010.1177
65982ZSCAN18P8T-EHumanEsophagusESCC6.56e-416.09e-010.0889
65982ZSCAN18P10T-EHumanEsophagusESCC3.94e-142.55e-010.116
65982ZSCAN18P11T-EHumanEsophagusESCC3.08e-135.78e-010.1426
65982ZSCAN18P15T-EHumanEsophagusESCC2.90e-081.89e-010.1149
65982ZSCAN18P16T-EHumanEsophagusESCC1.19e-275.36e-010.1153
65982ZSCAN18P21T-EHumanEsophagusESCC2.89e-091.99e-010.1617
65982ZSCAN18P22T-EHumanEsophagusESCC6.05e-264.55e-010.1236
65982ZSCAN18P24T-EHumanEsophagusESCC2.80e-112.88e-010.1287
65982ZSCAN18P28T-EHumanEsophagusESCC3.00e-061.60e-010.1149
65982ZSCAN18P30T-EHumanEsophagusESCC7.90e-072.03e-010.137
65982ZSCAN18P36T-EHumanEsophagusESCC9.59e-051.84e-010.1187
65982ZSCAN18P38T-EHumanEsophagusESCC5.83e-072.52e-010.127
65982ZSCAN18P39T-EHumanEsophagusESCC1.48e-091.90e-010.0894
65982ZSCAN18P42T-EHumanEsophagusESCC2.30e-021.33e-010.1175
65982ZSCAN18P44T-EHumanEsophagusESCC5.20e-072.04e-010.1096
65982ZSCAN18P47T-EHumanEsophagusESCC4.29e-029.47e-020.1067
65982ZSCAN18P52T-EHumanEsophagusESCC4.93e-123.04e-010.1555
65982ZSCAN18P56T-EHumanEsophagusESCC1.33e-027.47e-010.1613
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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
ZSCAN18SNVMissense_Mutationnovelc.1464N>Ap.His488Glnp.H488QQ8TBC5protein_codingtolerated(0.59)benign(0.017)TCGA-BH-A18S-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZSCAN18deletionFrame_Shift_Delnovelc.1528delNp.Leu510TrpfsTer3p.L510Wfs*3Q8TBC5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZSCAN18SNVMissense_Mutationnovelc.865N>Ap.Asp289Asnp.D289NQ8TBC5protein_codingtolerated(0.38)probably_damaging(0.992)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZSCAN18SNVMissense_Mutationc.1321N>Ap.Val441Ilep.V441IQ8TBC5protein_codingtolerated(0.34)benign(0.015)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ZSCAN18SNVMissense_Mutationc.1214N>Tp.Ser405Leup.S405LQ8TBC5protein_codingtolerated(0.3)benign(0.003)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
ZSCAN18SNVMissense_Mutationnovelc.1666N>Ap.Glu556Lysp.E556KQ8TBC5protein_codingdeleterious_low_confidence(0.02)benign(0.023)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ZSCAN18SNVMissense_Mutationc.176N>Ap.Pro59Hisp.P59HQ8TBC5protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A6-5666-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZSCAN18SNVMissense_Mutationnovelc.506N>Gp.Tyr169Cysp.Y169CQ8TBC5protein_codingtolerated(0.19)probably_damaging(0.985)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZSCAN18SNVMissense_Mutationc.1591N>Tp.Arg531Trpp.R531WQ8TBC5protein_codingdeleterious(0.02)benign(0)TCGA-AA-3509-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZSCAN18SNVMissense_Mutationnovelc.866N>Cp.Asp289Alap.D289AQ8TBC5protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=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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