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: ZNF280D

Gene summary for ZNF280D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF280D

Gene ID

54816

Gene namezinc finger protein 280D
Gene AliasSUHW4
Cytomap15q21.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6N043


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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
54816ZNF280DLZE2THumanEsophagusESCC5.80e-054.14e-010.082
54816ZNF280DLZE3DHumanEsophagusHGIN1.76e-024.34e-010.0668
54816ZNF280DLZE4THumanEsophagusESCC1.94e-185.33e-010.0811
54816ZNF280DLZE5THumanEsophagusESCC6.03e-084.63e-010.0514
54816ZNF280DLZE7THumanEsophagusESCC4.18e-145.12e-010.0667
54816ZNF280DLZE8THumanEsophagusESCC3.74e-092.34e-010.067
54816ZNF280DLZE20THumanEsophagusESCC3.65e-031.01e-010.0662
54816ZNF280DLZE22THumanEsophagusESCC4.29e-062.28e-010.068
54816ZNF280DLZE24THumanEsophagusESCC2.64e-121.67e-010.0596
54816ZNF280DLZE21THumanEsophagusESCC1.58e-084.57e-010.0655
54816ZNF280DLZE6THumanEsophagusESCC3.11e-063.17e-010.0845
54816ZNF280DP1T-EHumanEsophagusESCC9.03e-175.76e-010.0875
54816ZNF280DP2T-EHumanEsophagusESCC2.15e-325.95e-010.1177
54816ZNF280DP4T-EHumanEsophagusESCC2.79e-366.21e-010.1323
54816ZNF280DP5T-EHumanEsophagusESCC2.50e-173.81e-010.1327
54816ZNF280DP8T-EHumanEsophagusESCC2.22e-355.92e-010.0889
54816ZNF280DP9T-EHumanEsophagusESCC2.95e-305.06e-010.1131
54816ZNF280DP10T-EHumanEsophagusESCC1.12e-447.41e-010.116
54816ZNF280DP11T-EHumanEsophagusESCC9.65e-234.75e-010.1426
54816ZNF280DP12T-EHumanEsophagusESCC3.96e-428.26e-010.1122
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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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
ZNF280DSNVMissense_Mutationc.2923G>Ap.Glu975Lysp.E975KQ6N043protein_codingtolerated_low_confidence(0.08)benign(0.015)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZNF280DSNVMissense_Mutationnovelc.647N>Ap.Ser216Tyrp.S216YQ6N043protein_codingtolerated(0.05)possibly_damaging(0.646)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ZNF280DSNVMissense_Mutationrs866653627c.2773G>Ap.Glu925Lysp.E925KQ6N043protein_codingdeleterious(0)probably_damaging(0.943)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF280DSNVMissense_Mutationnovelc.1730N>Tp.Thr577Ilep.T577IQ6N043protein_codingtolerated(0.05)benign(0.046)TCGA-B6-A3ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
ZNF280DinsertionFrame_Shift_Insnovelc.1718_1719insAATTTTGAAAAAAGCACATAp.Ser573ArgfsTer49p.S573Rfs*49Q6N043protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZNF280DSNVMissense_Mutationnovelc.158N>Tp.Ser53Leup.S53LQ6N043protein_codingdeleterious(0.02)benign(0.244)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF280DSNVMissense_Mutationnovelc.2726N>Gp.Asp909Glyp.D909GQ6N043protein_codingdeleterious(0.05)probably_damaging(0.946)TCGA-ZJ-AAX4-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ZNF280DinsertionFrame_Shift_Insrs747375742c.2376_2377insCTTTp.Gly793LeufsTer9p.G793Lfs*9Q6N043protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
ZNF280DSNVMissense_Mutationnovelc.2680G>Tp.Asp894Tyrp.D894YQ6N043protein_codingdeleterious(0)possibly_damaging(0.459)TCGA-5M-AAT5-01Colorectumcolon adenocarcinomaUnknownUnknownI/IIUnknownUnknownUnknown
ZNF280DSNVMissense_Mutationc.1924A>Gp.Thr642Alap.T642AQ6N043protein_codingtolerated(0.52)benign(0.009)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=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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