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: ZIC1

Gene summary for ZIC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZIC1

Gene ID

7545

Gene nameZic family member 1
Gene AliasBAIDCS
Cytomap3q24
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q15915


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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
7545ZIC1LZE4THumanEsophagusESCC8.22e-347.51e-010.0811
7545ZIC1LZE8THumanEsophagusESCC5.45e-164.06e-010.067
7545ZIC1P1T-EHumanEsophagusESCC2.97e-022.04e-010.0875
7545ZIC1P5T-EHumanEsophagusESCC1.51e-345.81e-010.1327
7545ZIC1P10T-EHumanEsophagusESCC2.07e-741.16e+000.116
7545ZIC1P11T-EHumanEsophagusESCC2.05e-227.06e-010.1426
7545ZIC1P16T-EHumanEsophagusESCC3.90e-426.96e-010.1153
7545ZIC1P20T-EHumanEsophagusESCC1.38e-551.01e+000.1124
7545ZIC1P21T-EHumanEsophagusESCC4.44e-082.12e-010.1617
7545ZIC1P26T-EHumanEsophagusESCC1.59e-304.82e-010.1276
7545ZIC1P27T-EHumanEsophagusESCC5.12e-478.17e-010.1055
7545ZIC1P31T-EHumanEsophagusESCC2.49e-447.64e-010.1251
7545ZIC1P32T-EHumanEsophagusESCC2.08e-408.01e-010.1666
7545ZIC1P36T-EHumanEsophagusESCC4.85e-174.73e-010.1187
7545ZIC1P39T-EHumanEsophagusESCC3.87e-345.75e-010.0894
7545ZIC1P40T-EHumanEsophagusESCC4.43e-165.23e-010.109
7545ZIC1P42T-EHumanEsophagusESCC4.49e-481.07e+000.1175
7545ZIC1P52T-EHumanEsophagusESCC9.56e-082.11e-010.1555
7545ZIC1P56T-EHumanEsophagusESCC5.84e-101.08e+000.1613
7545ZIC1P57T-EHumanEsophagusESCC9.53e-092.39e-010.0926
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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
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:0033157110EsophagusESCCregulation of intracellular protein transport169/8552229/187233.31e-183.23e-16169
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0046822110EsophagusESCCregulation of nucleocytoplasmic transport88/8552106/187231.88e-151.19e-1388
GO:009031617EsophagusESCCpositive regulation of intracellular protein transport122/8552160/187232.45e-151.49e-13122
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:190018018EsophagusESCCregulation of protein localization to nucleus102/8552136/187232.84e-121.13e-10102
GO:190018217EsophagusESCCpositive regulation of protein localization to nucleus70/855287/187232.63e-118.99e-1070
GO:004682417EsophagusESCCpositive regulation of nucleocytoplasmic transport52/855262/187235.40e-101.38e-0852
GO:005117014EsophagusESCCimport into nucleus111/8552159/187235.69e-101.44e-08111
GO:000660613EsophagusESCCprotein import into nucleus108/8552155/187231.16e-092.77e-08108
GO:190458914EsophagusESCCregulation of protein import49/855263/187231.91e-072.97e-0649
GO:190459116EsophagusESCCpositive regulation of protein import36/855243/187232.90e-074.20e-0636
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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
ZIC1SNVMissense_Mutationc.557C>Tp.Ser186Leup.S186LQ15915protein_codingdeleterious(0.03)benign(0.069)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZIC1SNVMissense_Mutationnovelc.963N>Gp.Ile321Metp.I321MQ15915protein_codingdeleterious(0)probably_damaging(0.976)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZIC1SNVMissense_Mutationnovelc.1003G>Ap.Glu335Lysp.E335KQ15915protein_codingdeleterious(0.02)benign(0.061)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZIC1SNVMissense_Mutationnovelc.1139A>Gp.His380Argp.H380RQ15915protein_codingdeleterious(0.02)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZIC1SNVMissense_Mutationc.1042N>Ap.Asp348Asnp.D348NQ15915protein_codingdeleterious(0)possibly_damaging(0.742)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
ZIC1SNVMissense_Mutationc.385G>Ap.Gly129Argp.G129RQ15915protein_codingtolerated(0.37)benign(0.003)TCGA-DR-A0ZL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZIC1SNVMissense_Mutationnovelc.940G>Ap.Ala314Thrp.A314TQ15915protein_codingdeleterious(0)possibly_damaging(0.578)TCGA-EA-A50E-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ZIC1SNVMissense_Mutationc.1196N>Tp.Ser399Phep.S399FQ15915protein_codingdeleterious(0)probably_damaging(0.962)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZIC1SNVMissense_Mutationc.706N>Ap.Ala236Thrp.A236TQ15915protein_codingtolerated(0.18)benign(0.003)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZIC1SNVMissense_Mutationc.971G>Tp.Arg324Metp.R324MQ15915protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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