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: ZNF827

Gene summary for ZNF827

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF827

Gene ID

152485

Gene namezinc finger protein 827
Gene AliasZNF827
Cytomap4q31.21-q31.22
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B3KSR1


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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
152485ZNF827LZE4THumanEsophagusESCC2.79e-021.97e-010.0811
152485ZNF827LZE8THumanEsophagusESCC4.06e-029.99e-020.067
152485ZNF827LZE24THumanEsophagusESCC1.98e-039.08e-020.0596
152485ZNF827P2T-EHumanEsophagusESCC2.63e-335.23e-010.1177
152485ZNF827P4T-EHumanEsophagusESCC3.19e-151.91e-010.1323
152485ZNF827P8T-EHumanEsophagusESCC2.56e-102.27e-010.0889
152485ZNF827P9T-EHumanEsophagusESCC4.82e-091.31e-010.1131
152485ZNF827P10T-EHumanEsophagusESCC4.25e-132.24e-010.116
152485ZNF827P11T-EHumanEsophagusESCC5.15e-092.91e-010.1426
152485ZNF827P12T-EHumanEsophagusESCC1.13e-204.85e-010.1122
152485ZNF827P15T-EHumanEsophagusESCC1.21e-234.32e-010.1149
152485ZNF827P16T-EHumanEsophagusESCC7.96e-153.14e-010.1153
152485ZNF827P20T-EHumanEsophagusESCC1.66e-081.52e-010.1124
152485ZNF827P21T-EHumanEsophagusESCC1.26e-051.19e-010.1617
152485ZNF827P22T-EHumanEsophagusESCC1.49e-039.59e-020.1236
152485ZNF827P23T-EHumanEsophagusESCC1.15e-061.62e-010.108
152485ZNF827P26T-EHumanEsophagusESCC2.80e-122.86e-010.1276
152485ZNF827P27T-EHumanEsophagusESCC6.51e-082.48e-010.1055
152485ZNF827P28T-EHumanEsophagusESCC1.40e-052.05e-010.1149
152485ZNF827P30T-EHumanEsophagusESCC8.05e-052.24e-010.137
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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
∗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
ZNF827SNVMissense_Mutationc.1913G>Ap.Gly638Glup.G638EQ17R98protein_codingdeleterious(0.03)benign(0.048)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ZNF827SNVMissense_Mutationrs772895087c.1471N>Ap.Glu491Lysp.E491KQ17R98protein_codingdeleterious_low_confidence(0.01)benign(0.052)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ZNF827SNVMissense_Mutationnovelc.1022N>Tp.Pro341Leup.P341LQ17R98protein_codingtolerated_low_confidence(0.07)benign(0.003)TCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZNF827SNVMissense_Mutationc.1425N>Cp.Lys475Asnp.K475NQ17R98protein_codingdeleterious(0)possibly_damaging(0.666)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ZNF827SNVMissense_Mutationnovelc.1747G>Tp.Ala583Serp.A583SQ17R98protein_codingdeleterious(0)probably_damaging(0.968)TCGA-EW-A6SC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyaromataseSD
ZNF827SNVMissense_Mutationc.2137G>Cp.Glu713Glnp.E713QQ17R98protein_codingtolerated(0.06)possibly_damaging(0.474)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
ZNF827insertionFrame_Shift_Insnovelc.2716_2717insTAACTTACAGAATCCCTATTAACAAATCAGCCCTAGAAAAGp.Thr906IlefsTer53p.T906Ifs*53Q17R98protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF827insertionFrame_Shift_Insnovelc.1808_1809insTp.Glu604GlyfsTer19p.E604Gfs*19Q17R98protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF827insertionNonsense_Mutationnovelc.1807_1808insATTACTTGGCTTAAATTCCTGTGTTGTGTp.Gly603AspfsTer5p.G603Dfs*5Q17R98protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF827insertionNonsense_Mutationnovelc.2590_2591insAGATTGCTTAATGAACTGATTp.His863_Leu864insTerp.H863_L864ins*Q17R98protein_codingTCGA-BH-A0BD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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