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
54816ZNF280DP42T-EHumanEsophagusESCC1.10e-255.67e-010.1175
54816ZNF280DP44T-EHumanEsophagusESCC3.53e-153.06e-010.1096
54816ZNF280DP47T-EHumanEsophagusESCC9.74e-153.24e-010.1067
54816ZNF280DP48T-EHumanEsophagusESCC8.35e-173.71e-010.0959
54816ZNF280DP49T-EHumanEsophagusESCC1.65e-129.48e-010.1768
54816ZNF280DP52T-EHumanEsophagusESCC3.25e-234.59e-010.1555
54816ZNF280DP54T-EHumanEsophagusESCC3.81e-213.82e-010.0975
54816ZNF280DP56T-EHumanEsophagusESCC3.15e-141.19e+000.1613
54816ZNF280DP57T-EHumanEsophagusESCC7.15e-224.52e-010.0926
54816ZNF280DP61T-EHumanEsophagusESCC5.36e-396.62e-010.099
54816ZNF280DP62T-EHumanEsophagusESCC8.69e-354.76e-010.1302
54816ZNF280DP65T-EHumanEsophagusESCC2.05e-254.31e-010.0978
54816ZNF280DP74T-EHumanEsophagusESCC2.33e-164.24e-010.1479
54816ZNF280DP75T-EHumanEsophagusESCC2.03e-224.96e-010.1125
54816ZNF280DP76T-EHumanEsophagusESCC9.90e-305.26e-010.1207
54816ZNF280DP79T-EHumanEsophagusESCC1.71e-274.10e-010.1154
54816ZNF280DP80T-EHumanEsophagusESCC8.68e-276.37e-010.155
54816ZNF280DP82T-EHumanEsophagusESCC1.02e-196.26e-010.1072
54816ZNF280DP83T-EHumanEsophagusESCC1.14e-256.15e-010.1738
54816ZNF280DP84T-EHumanEsophagusESCC1.64e-084.22e-010.0933
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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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