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: RXRG

Gene summary for RXRG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RXRG

Gene ID

6258

Gene nameretinoid X receptor gamma
Gene AliasNR2B3
Cytomap1q23.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A087WZ88


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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
6258RXRGmale-WTAHumanThyroidPTC2.83e-293.81e-010.1037
6258RXRGPTC01HumanThyroidPTC2.83e-295.69e-010.1899
6258RXRGPTC04HumanThyroidPTC3.28e-163.39e-010.1927
6258RXRGPTC05HumanThyroidPTC7.16e-145.31e-010.2065
6258RXRGPTC06HumanThyroidPTC3.97e-143.43e-010.2057
6258RXRGPTC07HumanThyroidPTC1.12e-335.97e-010.2044
6258RXRGATC13HumanThyroidATC1.51e-531.25e+000.34
6258RXRGATC5HumanThyroidATC5.26e-621.34e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0048545113ThyroidPTCresponse to steroid hormone158/5968339/187238.10e-092.00e-07158
GO:003052228ThyroidPTCintracellular receptor signaling pathway126/5968265/187236.31e-081.31e-06126
GO:0071383112ThyroidPTCcellular response to steroid hormone stimulus98/5968204/187239.83e-071.47e-0598
GO:004340124ThyroidPTCsteroid hormone mediated signaling pathway69/5968136/187233.57e-064.58e-0569
GO:000975519ThyroidPTChormone-mediated signaling pathway80/5968190/187231.84e-039.91e-0380
GO:0048545210ThyroidATCresponse to steroid hormone168/6293339/187237.21e-101.88e-08168
GO:0030522112ThyroidATCintracellular receptor signaling pathway134/6293265/187237.58e-091.63e-07134
GO:007138328ThyroidATCcellular response to steroid hormone stimulus103/6293204/187234.32e-076.30e-06103
GO:0043401111ThyroidATCsteroid hormone mediated signaling pathway71/6293136/187235.72e-066.07e-0571
GO:0009755110ThyroidATChormone-mediated signaling pathway83/6293190/187232.34e-031.09e-0283
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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
RXRGiATCThyroidHTPBX1,ENC1,ZCCHC12, etc.4.66e-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.
RXRGECMThyroidADJPLAC9,PLTP,SNCA, etc.5.58e-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.
RXRGINFIBThyroidHealthyPLAC9,PLTP,SNCA, etc.4.33e-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.
RXRGECMThyroidPTCPLAC9,PLTP,SNCA, etc.3.64e-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
RXRGSNVMissense_Mutationnovelc.383N>Tp.Ser128Phep.S128FP48443protein_codingtolerated(0.46)possibly_damaging(0.77)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
RXRGSNVMissense_Mutationnovelc.566N>Cp.Asn189Thrp.N189TP48443protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RXRGSNVMissense_Mutationnovelc.566N>Cp.Asn189Thrp.N189TP48443protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AQ-A1H3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
RXRGSNVMissense_Mutationc.211N>Gp.Arg71Glyp.R71GP48443protein_codingtolerated_low_confidence(0.14)benign(0.306)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
RXRGSNVMissense_Mutationc.232G>Cp.Gly78Argp.G78RP48443protein_codingdeleterious(0)probably_damaging(0.955)TCGA-E2-A1L7-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
RXRGinsertionNonsense_Mutationnovelc.461_462insGGAGACGGTCp.Tyr154Terp.Y154*P48443protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RXRGinsertionIn_Frame_Insnovelc.1318_1320dupTTCp.Phe440dupp.F440dupP48443protein_codingTCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
RXRGSNVMissense_Mutationrs766425704c.526C>Tp.Arg176Trpp.R176WP48443protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RXRGSNVMissense_Mutationc.338A>Cp.Lys113Thrp.K113TP48443protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RXRGSNVMissense_Mutationc.1371N>Tp.Glu457Aspp.E457DP48443protein_codingtolerated(0.11)possibly_damaging(0.825)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL705ALITRETINOIN
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMENRX-4204
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL1023BEXAROTENE
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEADAPALENEADAPALENE
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonist135650520BEXAROTENE
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOME9cUAB-30
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMETRETINOINTRETINOIN
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEALITRETIONINE
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL75133IRX-4204
6258RXRGNUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL1131ACITRETIN
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