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: NR2C1

Gene summary for NR2C1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR2C1

Gene ID

7181

Gene namenuclear receptor subfamily 2 group C member 1
Gene AliasTR2
Cytomap12q22
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

H9NIM3


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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
7181NR2C1LZE4THumanEsophagusESCC4.47e-037.36e-020.0811
7181NR2C1LZE7THumanEsophagusESCC1.13e-073.88e-010.0667
7181NR2C1LZE20THumanEsophagusESCC1.87e-021.18e-010.0662
7181NR2C1LZE24THumanEsophagusESCC3.92e-193.40e-010.0596
7181NR2C1LZE6THumanEsophagusESCC1.56e-041.46e-010.0845
7181NR2C1P1T-EHumanEsophagusESCC4.06e-021.46e-010.0875
7181NR2C1P2T-EHumanEsophagusESCC2.74e-132.50e-010.1177
7181NR2C1P4T-EHumanEsophagusESCC5.57e-223.23e-010.1323
7181NR2C1P5T-EHumanEsophagusESCC1.56e-081.33e-010.1327
7181NR2C1P8T-EHumanEsophagusESCC9.92e-212.85e-010.0889
7181NR2C1P9T-EHumanEsophagusESCC2.08e-022.94e-020.1131
7181NR2C1P10T-EHumanEsophagusESCC1.43e-152.05e-010.116
7181NR2C1P11T-EHumanEsophagusESCC1.24e-051.50e-010.1426
7181NR2C1P12T-EHumanEsophagusESCC7.60e-181.82e-010.1122
7181NR2C1P15T-EHumanEsophagusESCC2.91e-098.28e-020.1149
7181NR2C1P16T-EHumanEsophagusESCC2.89e-131.76e-010.1153
7181NR2C1P17T-EHumanEsophagusESCC3.80e-029.99e-020.1278
7181NR2C1P20T-EHumanEsophagusESCC9.27e-191.75e-010.1124
7181NR2C1P21T-EHumanEsophagusESCC1.67e-091.57e-010.1617
7181NR2C1P22T-EHumanEsophagusESCC1.72e-071.24e-010.1236
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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
∗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:0030522110EsophagusESCCintracellular receptor signaling pathway170/8552265/187238.58e-102.09e-08170
GO:0048545111EsophagusESCCresponse to steroid hormone204/8552339/187234.47e-088.11e-07204
GO:0071383110EsophagusESCCcellular response to steroid hormone stimulus127/8552204/187231.26e-061.55e-05127
GO:004340119EsophagusESCCsteroid hormone mediated signaling pathway87/8552136/187231.25e-051.15e-0487
GO:000975516EsophagusESCChormone-mediated signaling pathway106/8552190/187233.13e-031.30e-02106
GO:004838412EsophagusESCCretinoic acid receptor signaling pathway22/855231/187233.90e-031.58e-0222
GO:00485457LiverNAFLDresponse to steroid hormone75/1882339/187233.44e-111.12e-0875
GO:00713836LiverNAFLDcellular response to steroid hormone stimulus48/1882204/187231.50e-081.83e-0648
GO:00305226LiverNAFLDintracellular receptor signaling pathway55/1882265/187231.39e-071.03e-0555
GO:00097556LiverNAFLDhormone-mediated signaling pathway39/1882190/187231.15e-053.58e-0439
GO:00434016LiverNAFLDsteroid hormone mediated signaling pathway28/1882136/187231.78e-043.14e-0328
GO:004854512LiverCirrhoticresponse to steroid hormone146/4634339/187237.87e-146.76e-12146
GO:007138312LiverCirrhoticcellular response to steroid hormone stimulus90/4634204/187231.04e-094.70e-0890
GO:003052212LiverCirrhoticintracellular receptor signaling pathway105/4634265/187235.44e-081.69e-06105
GO:004340111LiverCirrhoticsteroid hormone mediated signaling pathway58/4634136/187233.44e-065.95e-0558
GO:000975511LiverCirrhotichormone-mediated signaling pathway71/4634190/187237.09e-057.98e-0471
GO:0048385LiverCirrhoticregulation of retinoic acid receptor signaling pathway9/463416/187236.94e-033.38e-029
GO:0048384LiverCirrhoticretinoic acid receptor signaling pathway14/463431/187231.05e-024.65e-0214
GO:003052222LiverHCCintracellular receptor signaling pathway171/7958265/187233.00e-131.61e-11171
GO:004854522LiverHCCresponse to steroid hormone206/7958339/187236.81e-122.92e-10206
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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
NR2C1CD8TEXBreastADJINTS6-AS1,PATL2,TCF12, etc.2.27e-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.
NR2C1pDCLiverCirrhoticZNF90,PRKRIP1,EAF1, etc.2.21e-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.
NR2C1pDCLiverHCCZNF90,PRKRIP1,EAF1, etc.5.67e-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.
NR2C1PLALungADJZNF286A,AL031602.2,NDUFA6-DT, etc.6.97e-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.
NR2C1MSC.MVALungHealthyZNF615,LINC02615,SATB2, etc.2.19e-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.
NR2C1CD8TEXPOral cavityLPNFIA,MORN3,NT5DC3, etc.2.01e-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.
NR2C1TH17Oral cavityLPNFIA,MORN3,NT5DC3, 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.
NR2C1CD8TEXPOral cavityOSCCNFIA,MORN3,NT5DC3, etc.1.09e-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.
NR2C1SMCOral cavityLPSTAT4,VPS54,RORB, etc.2.23e-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.
NR2C1SMCOral cavityOSCCSTAT4,VPS54,RORB, etc.2.63e-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.
∗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
NR2C1SNVMissense_Mutationc.265N>Gp.Leu89Valp.L89VP13056protein_codingtolerated_low_confidence(0.06)benign(0.007)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NR2C1SNVMissense_Mutationc.883N>Cp.Met295Leup.M295LP13056protein_codingtolerated(1)benign(0)TCGA-E9-A22B-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
NR2C1SNVMissense_Mutationnovelc.1210N>Ap.Ser404Thrp.S404TP13056protein_codingdeleterious(0.03)probably_damaging(0.99)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NR2C1SNVMissense_Mutationc.1156G>Ap.Glu386Lysp.E386KP13056protein_codingtolerated(0.12)benign(0.009)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NR2C1SNVMissense_Mutationc.1429N>Cp.Glu477Glnp.E477QP13056protein_codingdeleterious(0.01)benign(0.277)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NR2C1SNVMissense_Mutationc.1156G>Ap.Glu386Lysp.E386KP13056protein_codingtolerated(0.12)benign(0.009)TCGA-ZJ-A8QQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NR2C1SNVMissense_Mutationnovelc.967N>Ap.Ala323Thrp.A323TP13056protein_codingdeleterious(0.04)probably_damaging(0.989)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
NR2C1SNVMissense_Mutationnovelc.1366A>Gp.Asn456Aspp.N456DP13056protein_codingdeleterious(0.02)probably_damaging(0.98)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NR2C1SNVMissense_Mutationc.1687A>Gp.Thr563Alap.T563AP13056protein_codingtolerated(0.7)benign(0.005)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
NR2C1SNVMissense_Mutationc.432T>Ap.Asn144Lysp.N144KP13056protein_codingtolerated(0.17)probably_damaging(0.996)TCGA-AZ-6605-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolfoxSD
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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
7181NR2C1NUCLEAR HORMONE RECEPTOR, TRANSCRIPTION FACTOR, DRUGGABLE GENOMERETINOIC ACID9071982
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