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: NR2F1

Gene summary for NR2F1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR2F1

Gene ID

7025

Gene namenuclear receptor subfamily 2 group F member 1
Gene AliasBBOAS
Cytomap5q15
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P10589


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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
7025NR2F1GSM4909290HumanBreastIDC1.74e-061.57e-010.2096
7025NR2F1GSM4909293HumanBreastIDC4.63e-042.05e-010.1581
7025NR2F1GSM4909294HumanBreastIDC4.23e-194.78e-010.2022
7025NR2F1GSM4909315HumanBreastIDC1.90e-245.72e-010.21
7025NR2F1GSM4909316HumanBreastIDC1.21e-125.83e-010.21
7025NR2F1P2HumanBreastIDC3.75e-103.89e-010.21
7025NR2F1HCC1_MengHumanLiverHCC1.58e-953.73e-010.0246
7025NR2F1cirrhotic3HumanLiverCirrhotic3.41e-093.37e-010.0215
7025NR2F1HCC1HumanLiverHCC2.69e-083.07e+000.5336
7025NR2F1Pt14.aHumanLiverHCC1.07e-022.41e-010.0169
7025NR2F1S014HumanLiverHCC1.16e-219.75e-010.2254
7025NR2F1S015HumanLiverHCC8.69e-169.63e-010.2375
7025NR2F1S016HumanLiverHCC3.09e-331.23e+000.2243
7025NR2F1S027HumanLiverHCC4.54e-035.20e-010.2446
7025NR2F1S028HumanLiverHCC5.72e-136.03e-010.2503
7025NR2F1S029HumanLiverHCC1.09e-105.41e-010.2581
7025NR2F1male-WTAHumanThyroidPTC4.82e-026.81e-020.1037
7025NR2F1PTC04HumanThyroidPTC5.14e-031.28e-010.1927
7025NR2F1PTC05HumanThyroidPTC3.67e-166.37e-010.2065
7025NR2F1PTC06HumanThyroidPTC2.26e-062.64e-010.2057
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
GO:003052214BreastIDCintracellular receptor signaling pathway37/1434265/187232.77e-044.26e-0337
GO:003052212LiverCirrhoticintracellular receptor signaling pathway105/4634265/187235.44e-081.69e-06105
GO:003052222LiverHCCintracellular receptor signaling pathway171/7958265/187233.00e-131.61e-11171
GO:001097511LiverHCCregulation of neuron projection development220/7958445/187231.68e-038.78e-03220
GO:003052228ThyroidPTCintracellular receptor signaling pathway126/5968265/187236.31e-081.31e-06126
GO:0010975110ThyroidPTCregulation of neuron projection development194/5968445/187231.05e-072.08e-06194
GO:00313459ThyroidPTCnegative regulation of cell projection organization83/5968186/187231.72e-041.32e-0383
GO:00109778ThyroidPTCnegative regulation of neuron projection development63/5968137/187233.70e-042.50e-0363
GO:001097523ThyroidATCregulation of neuron projection development212/6293445/187234.16e-101.14e-08212
GO:0030522112ThyroidATCintracellular receptor signaling pathway134/6293265/187237.58e-091.63e-07134
GO:003134514ThyroidATCnegative regulation of cell projection organization86/6293186/187232.25e-041.46e-0386
GO:001097712ThyroidATCnegative regulation of neuron projection development66/6293137/187232.82e-041.80e-0366
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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
NR2F1ECMBreastADJMDK,MIR99AHG,SELENOP, etc.8.12e-03The 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.
NR2F1ECMBreastDCISMDK,MIR99AHG,SELENOP, etc.3.67e-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.
NR2F1FIBBreastHealthyMDK,MIR99AHG,SELENOP, etc.2.43e-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.
NR2F1LYMENDBreastHealthyMDK,MIR99AHG,SELENOP, etc.1.63e-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.
NR2F1INCAFBreastHealthyMDK,MIR99AHG,SELENOP, etc.1.39e-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.
NR2F1ECMBreastIDCMDK,MIR99AHG,SELENOP, etc.2.75e-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.
NR2F1LYMENDBreastPrecancerMDK,MIR99AHG,SELENOP, etc.3.31e-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.
NR2F1INCAFBreastPrecancerMDK,MIR99AHG,SELENOP, etc.1.37e-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.
NR2F1ECMBreastPrecancerMDK,MIR99AHG,SELENOP, etc.3.38e-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.
NR2F1BASCervixHSIL_HPVZDHHC23,COL1A1,UTP3, etc.6.39e-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.
∗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
NR2F1SNVMissense_Mutationrs776020140c.1051N>Ap.Ala351Thrp.A351TP10589protein_codingtolerated(0.1)probably_damaging(1)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
NR2F1SNVMissense_Mutationnovelc.713N>Ap.Pro238Hisp.P238HP10589protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NR2F1SNVMissense_Mutationc.526N>Ap.Gly176Argp.G176RP10589protein_codingtolerated(0.08)benign(0.325)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NR2F1SNVMissense_Mutationnovelc.838G>Ap.Ala280Thrp.A280TP10589protein_codingtolerated(0.08)possibly_damaging(0.754)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NR2F1SNVMissense_Mutationc.1112N>Gp.Leu371Argp.L371RP10589protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NR2F1SNVMissense_Mutationc.673N>Tp.Arg225Cysp.R225CP10589protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
NR2F1SNVMissense_Mutationnovelc.464N>Tp.Ala155Valp.A155VP10589protein_codingdeleterious(0.01)benign(0.282)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NR2F1SNVMissense_Mutationnovelc.569N>Tp.Ser190Leup.S190LP10589protein_codingdeleterious(0.01)benign(0.436)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NR2F1SNVMissense_Mutationc.463N>Ap.Ala155Thrp.A155TP10589protein_codingdeleterious(0)benign(0.031)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NR2F1SNVMissense_Mutationc.904T>Gp.Phe302Valp.F302VP10589protein_codingdeleterious(0)possibly_damaging(0.742)TCGA-AG-A002-01Colorectumrectum 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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