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: NR2F2

Gene summary for NR2F2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR2F2

Gene ID

7026

Gene namenuclear receptor subfamily 2 group F member 2
Gene AliasARP-1
Cytomap15q26.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P24468


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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
7026NR2F2GSM4909282HumanBreastIDC1.05e-093.49e-01-0.0288
7026NR2F2GSM4909286HumanBreastIDC2.83e-041.74e-010.1081
7026NR2F2GSM4909291HumanBreastIDC3.11e-115.62e-010.1753
7026NR2F2GSM4909293HumanBreastIDC1.73e-336.41e-010.1581
7026NR2F2GSM4909308HumanBreastIDC8.63e-063.36e-010.158
7026NR2F2GSM4909311HumanBreastIDC3.94e-03-3.93e-020.1534
7026NR2F2GSM4909317HumanBreastIDC1.88e-033.23e-010.1355
7026NR2F2GSM4909319HumanBreastIDC5.01e-06-1.55e-010.1563
7026NR2F2brca10HumanBreastPrecancer1.37e-02-9.38e-02-0.0029
7026NR2F2M2HumanBreastIDC3.09e-021.40e-010.21
7026NR2F2M5HumanBreastIDC3.92e-118.81e-010.1598
7026NR2F2NCCBC14HumanBreastDCIS1.11e-042.92e-010.2021
7026NR2F2NCCBC5HumanBreastDCIS2.29e-054.96e-020.2046
7026NR2F2P1HumanBreastIDC2.59e-02-5.21e-020.1527
7026NR2F2P3HumanBreastIDC5.07e-035.13e-010.1542
7026NR2F2DCIS2HumanBreastDCIS3.44e-096.72e-020.0085
7026NR2F2HTA11_347_2000001011HumanColorectumAD1.15e-164.66e-01-0.1954
7026NR2F2HTA11_696_2000001011HumanColorectumAD2.14e-053.00e-01-0.1464
7026NR2F2HTA11_866_2000001011HumanColorectumAD2.60e-022.29e-01-0.1001
7026NR2F2HTA11_1391_2000001011HumanColorectumAD7.06e-032.37e-01-0.059
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GO:00075653BreastPrecancerfemale pregnancy29/1080193/187232.07e-067.31e-0529
GO:00447063BreastPrecancermulti-multicellular organism process31/1080220/187233.73e-061.19e-0431
GO:00106319BreastPrecancerepithelial cell migration40/1080357/187234.57e-059.71e-0440
GO:00901329BreastPrecancerepithelium migration40/1080360/187235.51e-051.14e-0340
GO:00506736BreastPrecancerepithelial cell proliferation46/1080437/187236.02e-051.23e-0346
GO:00435426BreastPrecancerendothelial cell migration33/1080279/187237.28e-051.44e-0333
GO:00901309BreastPrecancertissue migration40/1080365/187237.48e-051.47e-0340
GO:00106329BreastPrecancerregulation of epithelial cell migration33/1080292/187231.74e-042.86e-0333
GO:00506786BreastPrecancerregulation of epithelial cell proliferation40/1080381/187231.88e-043.03e-0340
GO:00016678BreastPrecancerameboidal-type cell migration47/1080475/187232.19e-043.35e-0347
GO:00018927BreastPrecancerembryonic placenta development14/108082/187232.30e-043.48e-0314
GO:00486087BreastPrecancerreproductive structure development43/1080424/187232.36e-043.56e-0343
GO:00614587BreastPrecancerreproductive system development43/1080427/187232.75e-044.00e-0343
GO:00105943BreastPrecancerregulation of endothelial cell migration27/1080232/187234.12e-045.55e-0327
GO:00323555BreastPrecancerresponse to estradiol19/1080141/187234.81e-046.31e-0319
GO:00018907BreastPrecancerplacenta development19/1080144/187236.26e-047.78e-0319
GO:00017017BreastPrecancerin utero embryonic development35/1080367/187232.47e-032.27e-0235
GO:0060706BreastPrecancercell differentiation involved in embryonic placenta development6/108025/187232.49e-032.28e-026
GO:00305228BreastPrecancerintracellular receptor signaling pathway27/1080265/187232.99e-032.57e-0227
GO:00513489BreastPrecancernegative regulation of transferase activity27/1080268/187233.49e-032.90e-0227
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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
NR2F2BASBreastADJCOL4A1,AARD,IGFBP7, etc.1.45e-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.
NR2F2BASBreastHealthyRGS5,IGFBP5,ADIRF, etc.2.43e-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.
NR2F2COLCervixHSIL_HPVSLC40A1,KRT8,TM4SF4, etc.3.14e-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.
NR2F2IMGOBColorectumFAPCOL16A1,SDK2,XBP1, etc.1.99e-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.
NR2F2GLANEndometriumAEHCOL3A1,COL1A1,COL1A2, etc.2.43e-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.
NR2F2PERIEsophagusESCCIGFBP7,PTCH1,NR2F2-AS1, etc.2.29e-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.
NR2F2MSCEsophagusESCCIGFBP7,PTCH1,NR2F2-AS1, etc.2.58e-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.
NR2F2AT2LLungHealthyLUM,ZC3H14,TIMP3, etc.1.66e-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.
NR2F2PERILungAISRGS5,PDGFRB,DLC1, etc.1.79e-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.
NR2F2PERILungMIACRGS5,PDGFRB,DLC1, etc.1.72e-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.
∗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
NR2F2SNVMissense_Mutationnovelc.1064A>Cp.Asn355Thrp.N355TP24468protein_codingtolerated(0.42)possibly_damaging(0.543)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
NR2F2SNVMissense_Mutationc.1094N>Cp.Leu365Prop.L365PP24468protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
NR2F2SNVMissense_Mutationc.653N>Ap.Arg218Lysp.R218KP24468protein_codingtolerated(0.07)probably_damaging(0.997)TCGA-EA-A1QS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NR2F2SNVMissense_Mutationc.1102C>Ap.Pro368Thrp.P368TP24468protein_codingdeleterious(0.02)probably_damaging(1)TCGA-EA-A50E-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
NR2F2SNVMissense_Mutationnovelc.814N>Ap.Ala272Thrp.A272TP24468protein_codingdeleterious(0.01)benign(0.272)TCGA-GH-A9DA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NR2F2SNVMissense_Mutationnovelc.823C>Ap.Leu275Metp.L275MP24468protein_codingtolerated(0.12)probably_damaging(0.97)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
NR2F2SNVMissense_Mutationc.911N>Tp.Ala304Valp.A304VP24468protein_codingtolerated(0.08)benign(0.022)TCGA-AA-3678-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfolinicCR
NR2F2SNVMissense_Mutationc.1112N>Ap.Arg371Hisp.R371HP24468protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NR2F2SNVMissense_Mutationnovelc.517N>Tp.Asn173Tyrp.N173YP24468protein_codingdeleterious(0.03)benign(0.003)TCGA-AA-3855-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NR2F2SNVMissense_Mutationc.899N>Gp.Glu300Glyp.E300GP24468protein_codingdeleterious(0.03)probably_damaging(1)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<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
7026NR2F2NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, DRUGGABLE GENOMECYCLOHEXIMIDECYCLOHEXIMIDE
7026NR2F2NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEGNF-PF-1678CHEMBL580340
7026NR2F2NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, DRUGGABLE GENOMETCMDC-125620CHEMBL530291
7026NR2F2NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, DRUGGABLE GENOMERESACTIN ARESACTIN A
7026NR2F2NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEPYRIDABENPYRIDABEN
7026NR2F2NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEGNF-PF-4659CHEMBL584442
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