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: NR1H3

Gene summary for NR1H3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR1H3

Gene ID

10062

Gene namenuclear receptor subfamily 1 group H member 3
Gene AliasLXR-a
Cytomap11p11.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q13133


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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
10062NR1H3HTA11_1938_2000001011HumanColorectumAD6.50e-053.62e-01-0.0811
10062NR1H3HTA11_347_2000001011HumanColorectumAD1.52e-093.03e-01-0.1954
10062NR1H3HTA11_83_2000001011HumanColorectumSER3.70e-042.63e-01-0.1526
10062NR1H3HTA11_696_2000001011HumanColorectumAD6.56e-032.53e-01-0.1464
10062NR1H3HTA11_1391_2000001011HumanColorectumAD6.17e-072.91e-01-0.059
10062NR1H3HTA11_99999971662_82457HumanColorectumMSS7.77e-033.27e-010.3859
10062NR1H3HTA11_99999974143_84620HumanColorectumMSS7.69e-063.05e-010.3005
10062NR1H3LZE24THumanEsophagusESCC4.23e-082.22e-010.0596
10062NR1H3P4T-EHumanEsophagusESCC5.92e-041.39e-010.1323
10062NR1H3P5T-EHumanEsophagusESCC3.67e-074.92e-020.1327
10062NR1H3P8T-EHumanEsophagusESCC3.28e-081.83e-010.0889
10062NR1H3P9T-EHumanEsophagusESCC1.16e-051.65e-010.1131
10062NR1H3P12T-EHumanEsophagusESCC2.22e-081.19e-010.1122
10062NR1H3P15T-EHumanEsophagusESCC1.76e-041.28e-010.1149
10062NR1H3P16T-EHumanEsophagusESCC7.04e-045.07e-020.1153
10062NR1H3P20T-EHumanEsophagusESCC3.60e-041.29e-010.1124
10062NR1H3P21T-EHumanEsophagusESCC1.30e-035.35e-020.1617
10062NR1H3P22T-EHumanEsophagusESCC1.52e-111.58e-010.1236
10062NR1H3P24T-EHumanEsophagusESCC3.18e-091.12e-010.1287
10062NR1H3P27T-EHumanEsophagusESCC1.98e-047.77e-020.1055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0034976ColorectumADresponse to endoplasmic reticulum stress90/3918256/187238.48e-084.28e-0690
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:0048545ColorectumADresponse to steroid hormone104/3918339/187231.33e-052.90e-04104
GO:0045861ColorectumADnegative regulation of proteolysis106/3918351/187232.33e-054.57e-04106
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0050708ColorectumADregulation of protein secretion83/3918268/187236.59e-051.07e-0383
GO:0009306ColorectumADprotein secretion105/3918359/187231.05e-041.57e-03105
GO:0035592ColorectumADestablishment of protein localization to extracellular region105/3918360/187231.18e-041.73e-03105
GO:1905897ColorectumADregulation of response to endoplasmic reticulum stress32/391882/187231.37e-041.95e-0332
GO:0030100ColorectumADregulation of endocytosis67/3918211/187231.42e-042.01e-0367
GO:0071692ColorectumADprotein localization to extracellular region106/3918368/187231.86e-042.49e-03106
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:0007589ColorectumADbody fluid secretion33/391893/187238.26e-048.13e-0333
GO:1901654ColorectumADresponse to ketone59/3918194/187231.14e-031.04e-0259
GO:0042752ColorectumADregulation of circadian rhythm40/3918121/187231.24e-031.09e-0240
GO:0062012ColorectumADregulation of small molecule metabolic process93/3918334/187231.46e-031.24e-0293
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04932ColorectumADNon-alcoholic fatty liver disease90/2092155/84654.83e-191.80e-171.15e-1790
hsa05160ColorectumADHepatitis C54/2092157/84653.87e-031.96e-021.25e-0254
hsa049321ColorectumADNon-alcoholic fatty liver disease90/2092155/84654.83e-191.80e-171.15e-1790
hsa051601ColorectumADHepatitis C54/2092157/84653.87e-031.96e-021.25e-0254
hsa049322ColorectumSERNon-alcoholic fatty liver disease75/1580155/84652.16e-175.99e-164.35e-1675
hsa049323ColorectumSERNon-alcoholic fatty liver disease75/1580155/84652.16e-175.99e-164.35e-1675
hsa049324ColorectumMSSNon-alcoholic fatty liver disease85/1875155/84654.19e-191.17e-177.17e-1885
hsa051602ColorectumMSSHepatitis C52/1875157/84659.29e-045.58e-033.42e-0352
hsa04931ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa049325ColorectumMSSNon-alcoholic fatty liver disease85/1875155/84654.19e-191.17e-177.17e-1885
hsa051603ColorectumMSSHepatitis C52/1875157/84659.29e-045.58e-033.42e-0352
hsa049311ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa04932210EsophagusESCCNon-alcoholic fatty liver disease122/4205155/84655.69e-141.59e-128.14e-13122
hsa051609EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa049318EsophagusESCCInsulin resistance69/4205108/84651.92e-035.54e-032.84e-0369
hsa0493238EsophagusESCCNon-alcoholic fatty liver disease122/4205155/84655.69e-141.59e-128.14e-13122
hsa0516016EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa0493113EsophagusESCCInsulin resistance69/4205108/84651.92e-035.54e-032.84e-0369
hsa0493222LiverCirrhoticNon-alcoholic fatty liver disease106/2530155/84652.16e-232.40e-211.48e-21106
hsa051605LiverCirrhoticHepatitis C63/2530157/84653.67e-031.49e-029.20e-0363
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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
NR1H3M1MACBreastDCISAPOC1,APOE,CTSD, 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.
NR1H3INMONBreastDCISAPOC1,APOE,CTSD, etc.1.01e-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.
NR1H3INMONBreastHealthyAPOC1,APOE,CTSD, etc.2.16e-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.
NR1H3M1MACBreastHealthyAPOC1,APOE,CTSD, etc.5.82e-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.
NR1H3MONBreastHealthyAPOC1,APOE,CTSD, etc.1.08e-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.
NR1H3M1MACBreastIDCAPOC1,APOE,CTSD, etc.3.05e-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.
NR1H3M2MACBreastIDCAPOC1,APOE,CTSD, etc.3.23e-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.
NR1H3INMONBreastIDCAPOC1,APOE,CTSD, etc.1.88e-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.
NR1H3MONBreastIDCAPOC1,APOE,CTSD, etc.5.09e-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.
NR1H3INMONBreastPrecancerAPOC1,APOE,CTSD, etc.3.70e-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
NR1H3SNVMissense_Mutationnovelc.275N>Gp.Lys92Argp.K92Rprotein_codingtolerated(0.06)benign(0.41)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NR1H3SNVMissense_Mutationrs565653980c.776G>Ap.Arg259Hisp.R259Hprotein_codingdeleterious(0.05)possibly_damaging(0.589)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NR1H3SNVMissense_Mutationrs556085486c.899N>Tp.Ala300Valp.A300Vprotein_codingdeleterious(0)benign(0.071)TCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NR1H3SNVMissense_Mutationrs778600458c.757C>Tp.Arg253Trpp.R253Wprotein_codingtolerated(0.05)benign(0.012)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NR1H3SNVMissense_Mutationc.1327N>Tp.Pro443Serp.P443Sprotein_codingdeleterious(0)benign(0.322)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NR1H3SNVMissense_Mutationrs565653980c.776N>Ap.Arg259Hisp.R259Hprotein_codingdeleterious(0.05)possibly_damaging(0.589)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NR1H3SNVMissense_Mutationc.385N>Tp.Arg129Cysp.R129Cprotein_codingdeleterious(0)probably_damaging(1)TCGA-D5-6541-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NR1H3SNVMissense_Mutationrs556085486c.899N>Tp.Ala300Valp.A300Vprotein_codingdeleterious(0)benign(0.071)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
NR1H3deletionFrame_Shift_Delc.271delNp.Lys92ArgfsTer28p.K92Rfs*28protein_codingTCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NR1H3insertionFrame_Shift_Insnovelc.600dupCp.Arg201GlnfsTer31p.R201Qfs*31protein_codingTCGA-G4-6628-01Colorectumcolon 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
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORUS9006244, E2a
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORUS9073931, E3
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORGSK9772CHEMBL49324118800767,22873709
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORagonist135651391
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORT091317T09131722579484,24480357,24268541
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORagonist375973222
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORagonist135650789PAXILLINE
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORagonist135649888
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORBDBM50177019
10062NR1H3DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORUS9006244, E2b
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