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: ZNF841

Gene summary for ZNF841

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF841

Gene ID

284371

Gene namezinc finger protein 841
Gene AliasZNF841
Cytomap19q13.41
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6ZN19


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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
284371ZNF841P30T-EHumanEsophagusESCC9.60e-153.97e-010.137
284371ZNF841P31T-EHumanEsophagusESCC9.44e-071.23e-010.1251
284371ZNF841P32T-EHumanEsophagusESCC3.57e-081.82e-010.1666
284371ZNF841P36T-EHumanEsophagusESCC1.12e-052.21e-010.1187
284371ZNF841P37T-EHumanEsophagusESCC1.36e-152.97e-010.1371
284371ZNF841P39T-EHumanEsophagusESCC3.75e-031.11e-010.0894
284371ZNF841P40T-EHumanEsophagusESCC1.20e-041.46e-010.109
284371ZNF841P42T-EHumanEsophagusESCC7.97e-061.71e-010.1175
284371ZNF841P44T-EHumanEsophagusESCC1.46e-071.84e-010.1096
284371ZNF841P47T-EHumanEsophagusESCC4.12e-112.17e-010.1067
284371ZNF841P48T-EHumanEsophagusESCC2.06e-081.78e-010.0959
284371ZNF841P49T-EHumanEsophagusESCC7.48e-033.08e-010.1768
284371ZNF841P52T-EHumanEsophagusESCC1.46e-284.93e-010.1555
284371ZNF841P54T-EHumanEsophagusESCC6.66e-286.06e-010.0975
284371ZNF841P57T-EHumanEsophagusESCC4.40e-091.83e-010.0926
284371ZNF841P61T-EHumanEsophagusESCC3.11e-122.49e-010.099
284371ZNF841P62T-EHumanEsophagusESCC9.62e-102.06e-010.1302
284371ZNF841P74T-EHumanEsophagusESCC1.20e-143.69e-010.1479
284371ZNF841P75T-EHumanEsophagusESCC9.25e-488.12e-010.1125
284371ZNF841P76T-EHumanEsophagusESCC9.35e-101.75e-010.1207
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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
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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
ZNF841CD8TEXINTCervixADJIGHG1,CRTAM,VPS11, etc.1.72e-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.
ZNF841CD8TCMCervixCCIGHG1,CRTAM,VPS11, etc.9.17e-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.
ZNF841CD8TEXINTCervixCCIGHG1,CRTAM,VPS11, etc.1.52e-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.
ZNF841CD8TEFFCervixCCIGHG1,CRTAM,VPS11, etc.7.23e-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.
ZNF841TREGCervixCCIGHG1,CRTAM,VPS11, etc.9.19e-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.
ZNF841CD8TEFFCervixHealthyIGHG1,CRTAM,VPS11, etc.1.73e-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.
ZNF841TREGCervixHealthyIGHG1,CRTAM,VPS11, etc.9.01e-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.
ZNF841CD8TEXINTCervixHSIL_HPVIGHG1,CRTAM,VPS11, etc.1.16e-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.
ZNF841CD8TEFFCervixHSIL_HPVIGHG1,CRTAM,VPS11, etc.8.00e-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.
ZNF841DIFFEsophagusESCCZNF808,ZNF493,ZNF224, etc.0.00e+00The 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
ZNF841SNVMissense_Mutationnovelc.49N>Cp.Phe17Leup.F17LQ6ZN19protein_codingdeleterious(0.01)benign(0.156)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF841SNVMissense_Mutationrs749554827c.2413N>Tp.Arg805Cysp.R805CQ6ZN19protein_codingtolerated(0.2)possibly_damaging(0.745)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF841SNVMissense_Mutationnovelc.1950N>Tp.Glu650Aspp.E650DQ6ZN19protein_codingdeleterious(0.03)possibly_damaging(0.829)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF841SNVMissense_Mutationnovelc.567G>Cp.Gln189Hisp.Q189HQ6ZN19protein_codingtolerated(0.48)possibly_damaging(0.773)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF841SNVMissense_Mutationnovelc.567N>Cp.Gln189Hisp.Q189HQ6ZN19protein_codingtolerated(0.48)possibly_damaging(0.773)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF841SNVMissense_Mutationc.2033N>Cp.Glu678Alap.E678AQ6ZN19protein_codingdeleterious(0)benign(0.202)TCGA-AO-A03L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ZNF841SNVMissense_Mutationc.2323N>Tp.Arg775Cysp.R775CQ6ZN19protein_codingtolerated(0.15)possibly_damaging(0.83)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF841SNVMissense_Mutationc.1048N>Gp.Cys350Glyp.C350GQ6ZN19protein_codingdeleterious(0)probably_damaging(0.99)TCGA-BH-A0BA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ZNF841SNVMissense_Mutationc.1463N>Gp.Asn488Serp.N488SQ6ZN19protein_codingtolerated(0.05)benign(0.003)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF841SNVMissense_Mutationc.1804N>Gp.Cys602Glyp.C602GQ6ZN19protein_codingdeleterious(0)probably_damaging(0.985)TCGA-BH-A0C1-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
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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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