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: NR6A1

Gene summary for NR6A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NR6A1

Gene ID

2649

Gene namenuclear receptor subfamily 6 group A member 1
Gene AliasCT150
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

F1DAM1


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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
2649NR6A1CCI_1HumanCervixCC7.22e-201.34e+000.528
2649NR6A1CCI_2HumanCervixCC9.04e-312.79e+000.5249
2649NR6A1CCI_3HumanCervixCC1.26e-281.49e+000.516
2649NR6A1HTA11_3410_2000001011HumanColorectumAD1.09e-22-5.66e-010.0155
2649NR6A1HTA11_2487_2000001011HumanColorectumSER2.21e-07-5.74e-01-0.1808
2649NR6A1HTA11_2112_2000001011HumanColorectumSER4.63e-07-1.05e+00-0.2196
2649NR6A1HTA11_3361_2000001011HumanColorectumAD1.44e-17-8.05e-01-0.1207
2649NR6A1HTA11_83_2000001011HumanColorectumSER3.30e-03-4.04e-01-0.1526
2649NR6A1HTA11_696_2000001011HumanColorectumAD9.03e-12-4.53e-01-0.1464
2649NR6A1HTA11_2992_2000001011HumanColorectumSER1.92e-03-6.88e-01-0.1706
2649NR6A1HTA11_5212_2000001011HumanColorectumAD5.52e-07-8.17e-01-0.2061
2649NR6A1HTA11_5216_2000001011HumanColorectumSER9.99e-07-9.05e-01-0.1462
2649NR6A1HTA11_9408_2000001011HumanColorectumAD5.82e-04-7.25e-010.0451
2649NR6A1HTA11_8622_2000001021HumanColorectumSER3.05e-03-4.07e-010.0528
2649NR6A1HTA11_7696_3000711011HumanColorectumAD2.10e-10-4.86e-010.0674
2649NR6A1HTA11_99999970781_79442HumanColorectumMSS2.44e-20-6.02e-010.294
2649NR6A1HTA11_99999965062_69753HumanColorectumMSI-H4.48e-026.68e-010.3487
2649NR6A1HTA11_99999965104_69814HumanColorectumMSS1.23e-151.05e+000.281
2649NR6A1HTA11_99999971662_82457HumanColorectumMSS4.28e-023.89e-010.3859
2649NR6A1HTA11_99999974143_84620HumanColorectumMSS3.12e-06-3.13e-010.3005
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00305229CervixCCintracellular receptor signaling pathway60/2311265/187231.89e-065.97e-0560
GO:0030522ColorectumADintracellular receptor signaling pathway87/3918265/187233.69e-061.03e-0487
GO:00305221ColorectumSERintracellular receptor signaling pathway63/2897265/187232.47e-044.20e-0363
GO:00305222ColorectumMSSintracellular receptor signaling pathway84/3467265/187231.47e-076.79e-0684
GO:00305223ColorectumFAPintracellular receptor signaling pathway67/2622265/187236.84e-073.28e-0567
GO:00305224ColorectumCRCintracellular receptor signaling pathway61/2078265/187232.00e-083.23e-0661
GO:003052210EndometriumAEHintracellular receptor signaling pathway60/2100265/187237.16e-083.77e-0660
GO:003052215EndometriumEECintracellular receptor signaling pathway65/2168265/187232.52e-091.96e-0765
GO:00305226LiverNAFLDintracellular receptor signaling pathway55/1882265/187231.39e-071.03e-0555
GO:003052222LiverHCCintracellular receptor signaling pathway171/7958265/187233.00e-131.61e-11171
GO:00305227LungIACintracellular receptor signaling pathway59/2061265/187238.88e-088.50e-0659
GO:003052213LungAISintracellular receptor signaling pathway53/1849265/187234.57e-073.55e-0553
GO:003052223LungMIACintracellular receptor signaling pathway27/967265/187236.08e-041.50e-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
NR6A1STMBreastADJPPP4R4,AC092747.4,PPP1R12C, 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.
NR6A1GLIAColorectumCRCSMARCD1,CADM2,ZNF460-AS1, etc.3.20e-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.
NR6A1GLIAColorectumFAPSMARCD1,CADM2,ZNF460-AS1, etc.6.69e-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.
NR6A1GLIAColorectumHealthySMARCD1,CADM2,ZNF460-AS1, etc.2.45e-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.
NR6A1PLALungAAHTBC1D4,PLEKHA5,ZC3H7B, etc.2.54e-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.
∗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
NR6A1SNVMissense_Mutationc.366G>Cp.Gln122Hisp.Q122HQ15406protein_codingdeleterious(0.02)benign(0.309)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
NR6A1SNVMissense_Mutationrs760817530c.460N>Ap.Glu154Lysp.E154KQ15406protein_codingtolerated(0.63)benign(0.06)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NR6A1SNVMissense_Mutationrs771035345c.197N>Ap.Arg66Hisp.R66HQ15406protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NR6A1SNVMissense_Mutationnovelc.614N>Gp.Asn205Serp.N205SQ15406protein_codingtolerated(0.54)benign(0.001)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
NR6A1SNVMissense_Mutationnovelc.1025N>Ap.Gly342Glup.G342EQ15406protein_codingdeleterious(0.04)possibly_damaging(0.836)TCGA-BH-A0GZ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
NR6A1SNVMissense_Mutationnovelc.317N>Ap.Arg106Glnp.R106QQ15406protein_codingdeleterious(0.01)possibly_damaging(0.845)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
NR6A1insertionIn_Frame_Insnovelc.611_612insAGCCTGGTGGCATGTGACCACTTTAAGTGCAGGCTTp.Leu204_Asn205insAlaTrpTrpHisValThrThrLeuSerAlaGlyLeup.L204_N205insAWWHVTTLSAGLQ15406protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
NR6A1SNVMissense_Mutationnovelc.1078N>Gp.Arg360Glyp.R360GQ15406protein_codingtolerated(0.38)benign(0.012)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NR6A1SNVMissense_Mutationc.813N>Cp.Leu271Phep.L271FQ15406protein_codingtolerated(0.11)possibly_damaging(0.851)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
NR6A1SNVMissense_Mutationc.1166A>Gp.Tyr389Cysp.Y389CQ15406protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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
2649NR6A1TRANSCRIPTION FACTOR COMPLEX, NUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEANTISERUM15273870,12606326
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