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: NR2F6

Gene summary for NR2F6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR2F6

Gene ID

2063

Gene namenuclear receptor subfamily 2 group F member 6
Gene AliasEAR-2
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

F1D8R3


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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
2063NR2F6GSM4909290HumanBreastIDC2.20e-022.54e-010.2096
2063NR2F6GSM4909291HumanBreastIDC3.78e-033.29e-010.1753
2063NR2F6GSM4909293HumanBreastIDC7.58e-194.38e-010.1581
2063NR2F6GSM4909298HumanBreastIDC5.78e-153.94e-010.1551
2063NR2F6GSM4909301HumanBreastIDC1.36e-032.93e-010.1577
2063NR2F6GSM4909304HumanBreastIDC1.22e-255.47e-010.1636
2063NR2F6GSM4909311HumanBreastIDC5.00e-09-3.26e-020.1534
2063NR2F6GSM4909317HumanBreastIDC7.40e-052.94e-010.1355
2063NR2F6GSM4909319HumanBreastIDC4.34e-132.58e-020.1563
2063NR2F6GSM4909320HumanBreastIDC1.45e-095.35e-010.1575
2063NR2F6GSM4909321HumanBreastIDC3.28e-307.20e-010.1559
2063NR2F6M1HumanBreastIDC5.19e-176.08e-010.1577
2063NR2F6NCCBC14HumanBreastDCIS3.11e-042.99e-010.2021
2063NR2F6P1HumanBreastIDC3.46e-082.72e-010.1527
2063NR2F6DCIS2HumanBreastDCIS2.69e-522.18e-010.0085
2063NR2F6HTA11_2487_2000001011HumanColorectumSER3.21e-055.58e-01-0.1808
2063NR2F6HTA11_1938_2000001011HumanColorectumAD1.45e-022.07e-01-0.0811
2063NR2F6HTA11_78_2000001011HumanColorectumAD4.85e-043.82e-01-0.1088
2063NR2F6HTA11_347_2000001011HumanColorectumAD1.99e-175.34e-01-0.1954
2063NR2F6HTA11_411_2000001011HumanColorectumSER2.96e-038.43e-01-0.2602
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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
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
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:000926612BreastIDCresponse to temperature stimulus34/1434178/187235.88e-072.83e-0534
GO:000931412BreastIDCresponse to radiation62/1434456/187236.91e-062.10e-0462
GO:003052214BreastIDCintracellular receptor signaling pathway37/1434265/187232.77e-044.26e-0337
GO:00485117BreastIDCrhythmic process38/1434298/187231.34e-031.39e-0238
GO:000931422BreastDCISresponse to radiation62/1390456/187232.56e-068.87e-0562
GO:000926621BreastDCISresponse to temperature stimulus30/1390178/187231.91e-054.56e-0430
GO:003052224BreastDCISintracellular receptor signaling pathway35/1390265/187236.38e-047.92e-0335
GO:004851113BreastDCISrhythmic process37/1390298/187231.44e-031.47e-0237
GO:0030522ColorectumADintracellular receptor signaling pathway87/3918265/187233.69e-061.03e-0487
GO:0007623ColorectumADcircadian rhythm72/3918210/187234.50e-061.21e-0472
GO:0048511ColorectumADrhythmic process94/3918298/187231.00e-052.34e-0494
GO:0042752ColorectumADregulation of circadian rhythm40/3918121/187231.24e-031.09e-0240
GO:00076231ColorectumSERcircadian rhythm54/2897210/187237.98e-051.77e-0354
GO:00305221ColorectumSERintracellular receptor signaling pathway63/2897265/187232.47e-044.20e-0363
GO:00485111ColorectumSERrhythmic process65/2897298/187232.18e-032.11e-0265
GO:00427521ColorectumSERregulation of circadian rhythm30/2897121/187235.03e-033.88e-0230
GO:00305222ColorectumMSSintracellular receptor signaling pathway84/3467265/187231.47e-076.79e-0684
GO:00076232ColorectumMSScircadian rhythm69/3467210/187234.22e-071.67e-0569
GO:00485112ColorectumMSSrhythmic process89/3467298/187231.17e-063.96e-0589
GO:00427522ColorectumMSSregulation of circadian rhythm38/3467121/187234.33e-045.23e-0338
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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
NR2F6STMBreastIDCC19orf70,RPS4Y1,NDUFA13, etc.2.12e-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.
NR2F6CD8TRMCervixHSIL_HPVTRGV10,IFNG,KRT16, etc.1.24e-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.
NR2F6CD8TEXPColorectumCRCHSD17B2,DHRS9,CKB, etc.3.36e-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.
NR2F6CD8TEXPColorectumMSSHSD17B2,DHRS9,CKB, etc.2.02e-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.
NR2F6CD8TEXPColorectumSERHSD17B2,DHRS9,CKB, etc.1.63e-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.
NR2F6PLALiverNAFLDS1PR1,CX3CR1,PDDC1, etc.3.31e-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.
NR2F6AT1LungIACSCNN1A,CRIP2,RPS11, etc.8.71e-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.
NR2F6ACINARPancreasHealthyTSC22D3,AIFM1,TMED9, etc.3.25e-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.
NR2F6SMCPancreasPDACSUFU,CPB1,CTRB2, etc.5.52e-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.
NR2F6DIFSkincSCCDSC2,DHCR24,SBSN, etc.4.14e-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.
∗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
NR2F6SNVMissense_Mutationnovelc.98C>Tp.Ala33Valp.A33VP10588protein_codingdeleterious(0.04)benign(0.143)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NR2F6SNVMissense_Mutationnovelc.1102A>Gp.Ile368Valp.I368VP10588protein_codingtolerated(0.08)probably_damaging(0.956)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
NR2F6SNVMissense_Mutationrs761684813c.943G>Ap.Ala315Thrp.A315TP10588protein_codingtolerated(0.25)probably_damaging(0.996)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NR2F6SNVMissense_Mutationnovelc.923T>Ap.Ile308Asnp.I308NP10588protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
NR2F6SNVMissense_Mutationc.181N>Ap.Asp61Asnp.D61NP10588protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
NR2F6SNVMissense_Mutationnovelc.149C>Ap.Pro50Glnp.P50QP10588protein_codingtolerated(0.25)benign(0.006)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NR2F6SNVMissense_Mutationc.1149N>Tp.Glu383Aspp.E383DP10588protein_codingdeleterious(0.03)probably_damaging(0.989)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NR2F6SNVMissense_Mutationnovelc.345N>Tp.Lys115Asnp.K115NP10588protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NR2F6SNVMissense_Mutationc.1123C>Tp.Arg375Cysp.R375CP10588protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
NR2F6SNVMissense_Mutationnovelc.987N>Tp.Glu329Aspp.E329DP10588protein_codingtolerated(0.33)possibly_damaging(0.891)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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