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: ZNF821

Gene summary for ZNF821

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF821

Gene ID

55565

Gene namezinc finger protein 821
Gene AliasZNF821
Cytomap16q22.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O75541


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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
55565ZNF821LZE4THumanEsophagusESCC9.56e-123.39e-010.0811
55565ZNF821LZE5THumanEsophagusESCC1.57e-031.90e-010.0514
55565ZNF821LZE7THumanEsophagusESCC1.40e-082.68e-010.0667
55565ZNF821LZE20THumanEsophagusESCC1.74e-072.18e-010.0662
55565ZNF821LZE21D1HumanEsophagusHGIN2.75e-064.53e-010.0632
55565ZNF821LZE22D1HumanEsophagusHGIN3.26e-021.30e-010.0595
55565ZNF821LZE22THumanEsophagusESCC1.48e-052.76e-010.068
55565ZNF821LZE24THumanEsophagusESCC8.18e-153.22e-010.0596
55565ZNF821LZE21THumanEsophagusESCC1.78e-083.76e-010.0655
55565ZNF821P1T-EHumanEsophagusESCC1.88e-221.00e+000.0875
55565ZNF821P2T-EHumanEsophagusESCC2.42e-253.81e-010.1177
55565ZNF821P4T-EHumanEsophagusESCC1.26e-163.43e-010.1323
55565ZNF821P5T-EHumanEsophagusESCC4.18e-163.21e-010.1327
55565ZNF821P8T-EHumanEsophagusESCC3.86e-223.14e-010.0889
55565ZNF821P9T-EHumanEsophagusESCC2.38e-112.14e-010.1131
55565ZNF821P10T-EHumanEsophagusESCC3.11e-262.88e-010.116
55565ZNF821P11T-EHumanEsophagusESCC1.06e-123.83e-010.1426
55565ZNF821P12T-EHumanEsophagusESCC1.90e-285.44e-010.1122
55565ZNF821P15T-EHumanEsophagusESCC3.40e-203.58e-010.1149
55565ZNF821P16T-EHumanEsophagusESCC3.86e-243.67e-010.1153
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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
∗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
ZNF821CD8TEXPEsophagusADJC15orf40,CXCL6,MFAP1, etc.4.89e-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.
ZNF821PLAEsophagusHealthyC15orf40,CXCL6,MFAP1, etc.1.55e-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.
ZNF821pDCSkinHealthyFBLN1,PCM1,NAXD, etc.7.72e-03The 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.
ZNF821CD8TRMSkinHealthyFBLN1,PCM1,NAXD, etc.1.46e-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.
ZNF821MSCStomachCAG with IMNEDD4L,SELENOI,EGOT, etc.1.20e-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.
ZNF821LYMENDStomachGCNEDD4L,SELENOI,EGOT, etc.2.02e-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.
ZNF821CAFStomachHealthyNEDD4L,SELENOI,EGOT, etc.7.28e-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.
∗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
ZNF821SNVMissense_Mutationc.1174N>Cp.Glu392Glnp.E392QO75541protein_codingtolerated_low_confidence(0.05)benign(0.201)TCGA-A2-A0CW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ZNF821SNVMissense_Mutationnovelc.1205C>Tp.Ala402Valp.A402VO75541protein_codingtolerated_low_confidence(0.05)benign(0.007)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF821SNVMissense_Mutationc.1069G>Cp.Glu357Glnp.E357QO75541protein_codingtolerated(0.07)probably_damaging(0.986)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF821SNVMissense_Mutationc.893T>Cp.Met298Thrp.M298TO75541protein_codingdeleterious(0.01)benign(0.258)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF821insertionFrame_Shift_Insnovelc.456_457insGAGTTCTGCTTTCTGAAGTCAAp.Pro153GlufsTer15p.P153Efs*15O75541protein_codingTCGA-A8-A08G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZNF821insertionFrame_Shift_Insnovelc.603_604insACCTGGGTGGAAATTTTCAGACAGTGGCTTCTGGTGGCTTGCCp.Leu202ThrfsTer26p.L202Tfs*26O75541protein_codingTCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZNF821SNVMissense_Mutationc.327N>Cp.Leu109Phep.L109FO75541protein_codingtolerated(0.23)benign(0.326)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
ZNF821SNVMissense_Mutationrs377750355c.439N>Ap.Ala147Thrp.A147TO75541protein_codingtolerated(0.29)benign(0.041)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF821SNVMissense_Mutationc.854G>Ap.Arg285Glnp.R285QO75541protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF821SNVMissense_Mutationnovelc.731A>Cp.Tyr244Serp.Y244SO75541protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
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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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