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: NR1H4

Gene summary for NR1H4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR1H4

Gene ID

9971

Gene namenuclear receptor subfamily 1 group H member 4
Gene AliasBAR
Cytomap12q23.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

F1DAL1


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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
9971NR1H4HTA11_99999970781_79442HumanColorectumMSS5.01e-04-2.52e-010.294
9971NR1H4HTA11_99999971662_82457HumanColorectumMSS1.10e-08-2.77e-010.3859
9971NR1H4HTA11_99999974143_84620HumanColorectumMSS1.40e-10-2.87e-010.3005
9971NR1H4A002-C-010HumanColorectumFAP1.48e-08-2.74e-010.242
9971NR1H4A015-C-203HumanColorectumFAP1.64e-09-2.69e-01-0.1294
9971NR1H4A002-C-201HumanColorectumFAP2.00e-04-2.51e-010.0324
9971NR1H4A002-C-203HumanColorectumFAP7.75e-08-2.32e-010.2786
9971NR1H4A001-C-119HumanColorectumFAP5.95e-03-2.70e-01-0.1557
9971NR1H4A001-C-108HumanColorectumFAP4.33e-08-2.50e-01-0.0272
9971NR1H4A002-C-021HumanColorectumFAP1.95e-11-2.88e-010.1171
9971NR1H4A002-C-205HumanColorectumFAP9.67e-07-2.85e-01-0.1236
9971NR1H4A001-C-104HumanColorectumFAP2.74e-04-2.36e-010.0184
9971NR1H4A015-C-005HumanColorectumFAP8.48e-03-2.60e-01-0.0336
9971NR1H4A015-C-006HumanColorectumFAP1.57e-05-2.96e-01-0.0994
9971NR1H4A015-C-106HumanColorectumFAP1.27e-10-2.67e-01-0.0511
9971NR1H4A002-C-114HumanColorectumFAP2.69e-07-2.96e-01-0.1561
9971NR1H4A015-C-104HumanColorectumFAP1.58e-13-2.84e-01-0.1899
9971NR1H4A001-C-014HumanColorectumFAP9.34e-11-2.89e-010.0135
9971NR1H4A002-C-016HumanColorectumFAP1.06e-07-2.57e-010.0521
9971NR1H4A015-C-002HumanColorectumFAP2.85e-04-2.96e-01-0.0763
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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
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:000974912LiverHCCresponse to glucose121/7958212/187231.24e-051.39e-04121
GO:007139821LiverHCCcellular response to fatty acid29/795838/187232.35e-052.47e-0429
GO:004312212LiverHCCregulation of I-kappaB kinase/NF-kappaB signaling138/7958249/187232.47e-052.58e-04138
GO:00082062LiverHCCbile acid metabolic process34/795849/187231.28e-041.06e-0334
GO:19016172LiverHCCorganic hydroxy compound biosynthetic process129/7958237/187231.32e-041.08e-03129
GO:00468902LiverHCCregulation of lipid biosynthetic process96/7958171/187232.14e-041.63e-0396
GO:00105652LiverHCCregulation of cellular ketone metabolic process77/7958133/187232.41e-041.80e-0377
GO:00066992LiverHCCbile acid biosynthetic process26/795836/187232.93e-042.10e-0326
GO:004259322LiverHCCglucose homeostasis137/7958258/187233.59e-042.49e-03137
GO:003350022LiverHCCcarbohydrate homeostasis137/7958259/187234.45e-042.98e-03137
GO:000167822LiverHCCcellular glucose homeostasis95/7958172/187234.95e-043.24e-0395
GO:007133112LiverHCCcellular response to hexose stimulus85/7958153/187237.47e-044.52e-0385
GO:007133312LiverHCCcellular response to glucose stimulus84/7958151/187237.57e-044.56e-0384
GO:007132612LiverHCCcellular response to monosaccharide stimulus85/7958154/187239.78e-045.68e-0385
GO:0038183LiverHCCbile acid signaling pathway12/795814/187231.17e-036.54e-0312
GO:0009064LiverHCCglutamine family amino acid metabolic process47/795878/187231.17e-036.54e-0347
GO:007132212LiverHCCcellular response to carbohydrate stimulus89/7958163/187231.19e-036.62e-0389
GO:0006654LiverHCCphosphatidic acid biosynthetic process23/795833/187231.46e-037.75e-0323
GO:0002224LiverHCCtoll-like receptor signaling pathway67/7958121/187232.87e-031.34e-0267
GO:00550902LiverHCCacylglycerol homeostasis27/795842/187233.60e-031.60e-0227
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04976ColorectumFAPBile secretion24/140489/84658.76e-033.21e-021.96e-0224
hsa049761ColorectumFAPBile secretion24/140489/84658.76e-033.21e-021.96e-0224
hsa049762LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
hsa0497611LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
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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
NR1H4ABSColorectumADJSLC26A2,SLC43A2,ANPEP, etc.3.24e-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.
NR1H4HEPLiverHCCAF165147.1,ADAMTSL1,MARC1, etc.8.18e-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.
NR1H4HEPLiverHealthyCFH,GC,SLC13A5, etc.6.79e-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.
∗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
NR1H4SNVMissense_Mutationc.691N>Cp.Asp231Hisp.D231HQ96RI1protein_codingtolerated(0.07)benign(0.017)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NR1H4SNVMissense_Mutationrs760756841c.1373N>Gp.Asn458Serp.N458SQ96RI1protein_codingtolerated(0.33)benign(0.037)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
NR1H4SNVMissense_Mutationnovelc.888N>Tp.Glu296Aspp.E296DQ96RI1protein_codingtolerated(0.48)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NR1H4SNVMissense_Mutationc.1117G>Ap.Asp373Asnp.D373NQ96RI1protein_codingdeleterious(0.01)benign(0.087)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NR1H4SNVMissense_Mutationrs768234999c.1064N>Tp.Pro355Leup.P355LQ96RI1protein_codingtolerated(0.12)benign(0.037)TCGA-LD-A7W5-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
NR1H4insertionFrame_Shift_Insnovelc.568_569insTTAGAAAACAAATTCACATTTTTCCTp.Gln190LeufsTer14p.Q190Lfs*14Q96RI1protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NR1H4SNVMissense_Mutationrs769086612c.367N>Tp.Arg123Cysp.R123CQ96RI1protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NR1H4SNVMissense_Mutationrs767846303c.595G>Cp.Glu199Glnp.E199QQ96RI1protein_codingtolerated(0.14)benign(0.034)TCGA-VS-A94X-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
NR1H4SNVMissense_Mutationc.1414N>Tp.Asp472Tyrp.D472YQ96RI1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
NR1H4SNVMissense_Mutationc.1256N>Cp.Glu419Alap.E419AQ96RI1protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AY-6197-01Colorectumcolon 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
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORPENTACHLOROPHENOLPENTACHLOROPHENOL
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORagonist354702202TROPIFEXOR
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORLITHOCHOLIC ACIDLITHOCHOLIC ACID17963371
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORagonist404859091CILOFEXOR
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORPMID29649907-Compound-12
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTOR12-EPISCALARINCHEMBL26910517988093
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORGANODERIOL FGANODERIOL F22014750
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORBENZO(K)FLUORANTHENEBENZO(K)FLUORANTHENE
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORPMID29649907-Compound-11
9971NR1H4DRUGGABLE GENOME, NUCLEAR HORMONE RECEPTOR, KINASE, TRANSCRIPTION FACTORPMID29649907-Compound-8
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