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: NR4A3

Gene summary for NR4A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR4A3

Gene ID

8013

Gene namenuclear receptor subfamily 4 group A member 3
Gene AliasCHN
Cytomap9q31.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024R168


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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
8013NR4A3LZE4THumanEsophagusESCC1.02e-02-1.12e-010.0811
8013NR4A3LZE5THumanEsophagusESCC4.92e-03-3.10e-020.0514
8013NR4A3LZE8THumanEsophagusESCC5.19e-031.17e-020.067
8013NR4A3P2T-EHumanEsophagusESCC3.03e-051.97e-010.1177
8013NR4A3P5T-EHumanEsophagusESCC2.48e-03-2.11e-010.1327
8013NR4A3P8T-EHumanEsophagusESCC2.33e-04-1.50e-010.0889
8013NR4A3P12T-EHumanEsophagusESCC4.77e-05-7.40e-020.1122
8013NR4A3P15T-EHumanEsophagusESCC2.14e-032.27e-010.1149
8013NR4A3P16T-EHumanEsophagusESCC2.38e-11-4.45e-020.1153
8013NR4A3P22T-EHumanEsophagusESCC1.20e-08-1.60e-010.1236
8013NR4A3P23T-EHumanEsophagusESCC7.19e-05-1.73e-010.108
8013NR4A3P26T-EHumanEsophagusESCC1.22e-045.56e-020.1276
8013NR4A3P28T-EHumanEsophagusESCC3.24e-031.08e-010.1149
8013NR4A3P31T-EHumanEsophagusESCC8.33e-08-1.00e-010.1251
8013NR4A3P32T-EHumanEsophagusESCC1.00e-04-2.24e-010.1666
8013NR4A3P37T-EHumanEsophagusESCC8.16e-04-1.50e-010.1371
8013NR4A3P39T-EHumanEsophagusESCC3.84e-04-1.48e-010.0894
8013NR4A3P47T-EHumanEsophagusESCC1.78e-068.75e-020.1067
8013NR4A3P52T-EHumanEsophagusESCC5.21e-09-1.06e-010.1555
8013NR4A3P61T-EHumanEsophagusESCC2.87e-087.36e-020.099
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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
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0045333110EsophagusESCCcellular respiration173/8552230/187234.53e-205.99e-18173
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0015980110EsophagusESCCenergy derivation by oxidation of organic compounds220/8552318/187231.20e-171.09e-15220
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0000302111EsophagusESCCresponse to reactive oxygen species150/8552222/187233.06e-111.02e-09150
GO:0030522110EsophagusESCCintracellular receptor signaling pathway170/8552265/187238.58e-102.09e-08170
GO:0042542111EsophagusESCCresponse to hydrogen peroxide102/8552146/187232.64e-095.81e-08102
GO:0070997111EsophagusESCCneuron death216/8552361/187233.49e-086.45e-07216
GO:0048545111EsophagusESCCresponse to steroid hormone204/8552339/187234.47e-088.11e-07204
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:003461420EsophagusESCCcellular response to reactive oxygen species103/8552155/187231.34e-072.17e-06103
GO:0071383110EsophagusESCCcellular response to steroid hormone stimulus127/8552204/187231.26e-061.55e-05127
GO:190165319EsophagusESCCcellular response to peptide208/8552359/187231.68e-062.01e-05208
GO:00703018EsophagusESCCcellular response to hydrogen peroxide68/855298/187231.70e-062.03e-0568
GO:1901214111EsophagusESCCregulation of neuron death186/8552319/187233.35e-063.73e-05186
GO:003109910EsophagusESCCregeneration122/8552198/187234.26e-064.57e-05122
GO:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
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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
NR4A3SNVMissense_Mutationc.9N>Gp.Asp3Glup.D3EQ92570protein_codingdeleterious_low_confidence(0)benign(0.143)TCGA-A8-A0A6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinCR
NR4A3SNVMissense_Mutationnovelc.1031A>Gp.Asn344Serp.N344SQ92570protein_codingtolerated(0.21)probably_damaging(0.994)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
NR4A3SNVMissense_Mutationrs764229734c.1771N>Ap.Glu591Lysp.E591KQ92570protein_codingtolerated(0.32)benign(0.332)TCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
NR4A3insertionFrame_Shift_Insnovelc.1464_1465insCAAGGGACCTCAAGAGATCATCAAATCCAACCTCp.Phe489GlnfsTer24p.F489Qfs*24Q92570protein_codingTCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
NR4A3insertionFrame_Shift_Insnovelc.1464_1465insCAAGGGACCTCAAGAGAp.Phe489GlnfsTer51p.F489Qfs*51Q92570protein_codingTCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
NR4A3insertionFrame_Shift_Insnovelc.1464_1465insCAAGGGACCTCAAGAGAp.Phe489GlnfsTer51p.F489Qfs*51Q92570protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NR4A3insertionFrame_Shift_Insnovelc.1464_1465insCAAGGGACCTCAAGAGATCATCAAATCCAACCTCp.Phe489GlnfsTer24p.F489Qfs*24Q92570protein_codingTCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
NR4A3deletionFrame_Shift_Delnovelc.987delNp.Thr330GlnfsTer18p.T330Qfs*18Q92570protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NR4A3SNVMissense_Mutationnovelc.133N>Ap.Asp45Asnp.D45NQ92570protein_codingdeleterious(0)probably_damaging(0.915)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NR4A3SNVMissense_Mutationc.1832N>Ap.Arg611Hisp.R611HQ92570protein_codingdeleterious(0)probably_damaging(0.998)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
8013NR4A3NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, TRANSPORTER, DRUGGABLE GENOME, TRANSCRIPTION FACTOR COMPLEX, CLINICALLY ACTIONABLEANTISENSE OLIGONUCLEOTIDES14962944
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