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: RXRB

Gene summary for RXRB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RXRB

Gene ID

6257

Gene nameretinoid X receptor beta
Gene AliasDAUDI6
Cytomap6p21.32
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A0S2Z570


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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
6257RXRBLZE7THumanEsophagusESCC8.79e-071.46e-010.0667
6257RXRBLZE8THumanEsophagusESCC2.72e-059.28e-020.067
6257RXRBLZE20THumanEsophagusESCC4.43e-081.01e-010.0662
6257RXRBLZE22D1HumanEsophagusHGIN8.92e-031.15e-010.0595
6257RXRBLZE22THumanEsophagusESCC3.08e-083.03e-010.068
6257RXRBLZE24THumanEsophagusESCC1.17e-143.47e-010.0596
6257RXRBLZE21THumanEsophagusESCC1.42e-029.66e-020.0655
6257RXRBP1T-EHumanEsophagusESCC2.06e-072.79e-010.0875
6257RXRBP2T-EHumanEsophagusESCC3.04e-375.97e-010.1177
6257RXRBP4T-EHumanEsophagusESCC8.65e-122.18e-010.1323
6257RXRBP5T-EHumanEsophagusESCC1.13e-101.12e-010.1327
6257RXRBP8T-EHumanEsophagusESCC9.75e-192.89e-010.0889
6257RXRBP9T-EHumanEsophagusESCC4.80e-091.36e-010.1131
6257RXRBP10T-EHumanEsophagusESCC4.16e-141.92e-010.116
6257RXRBP11T-EHumanEsophagusESCC2.77e-104.17e-010.1426
6257RXRBP12T-EHumanEsophagusESCC4.41e-203.61e-010.1122
6257RXRBP15T-EHumanEsophagusESCC7.26e-193.29e-010.1149
6257RXRBP16T-EHumanEsophagusESCC7.46e-254.52e-010.1153
6257RXRBP17T-EHumanEsophagusESCC4.20e-123.57e-010.1278
6257RXRBP19T-EHumanEsophagusESCC2.91e-094.33e-010.1662
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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:003052220EsophagusHGINintracellular receptor signaling pathway62/2587265/187231.63e-054.50e-0462
GO:004854527EsophagusHGINresponse to steroid hormone73/2587339/187236.06e-051.40e-0373
GO:007138320EsophagusHGINcellular response to steroid hormone stimulus44/2587204/187231.56e-031.79e-0244
GO:00483844EsophagusHGINretinoic acid receptor signaling pathway11/258731/187232.02e-032.12e-0211
GO:004340118EsophagusHGINsteroid hormone mediated signaling pathway31/2587136/187233.01e-032.88e-0231
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:00325261EsophagusESCCresponse to retinoic acid63/8552107/187234.05e-031.62e-0263
GO:003052222LiverHCCintracellular receptor signaling pathway171/7958265/187233.00e-131.61e-11171
GO:004854522LiverHCCresponse to steroid hormone206/7958339/187236.81e-122.92e-10206
GO:007138322LiverHCCcellular response to steroid hormone stimulus128/7958204/187233.92e-091.04e-07128
GO:004340121LiverHCCsteroid hormone mediated signaling pathway84/7958136/187234.42e-065.62e-0584
GO:000975521LiverHCChormone-mediated signaling pathway106/7958190/187231.45e-041.17e-03106
GO:00483841LiverHCCretinoic acid receptor signaling pathway20/795831/187231.11e-024.09e-0220
GO:004854520Oral cavityOSCCresponse to steroid hormone186/7305339/187231.86e-094.42e-08186
GO:003052218Oral cavityOSCCintracellular receptor signaling pathway149/7305265/187238.69e-091.81e-07149
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541739EsophagusHGINLipid and atherosclerosis51/1383215/84652.95e-032.41e-021.91e-0251
hsa0521620EsophagusHGINThyroid cancer13/138337/84654.20e-033.04e-022.41e-0213
hsa05417114EsophagusHGINLipid and atherosclerosis51/1383215/84652.95e-032.41e-021.91e-0251
hsa05216110EsophagusHGINThyroid cancer13/138337/84654.20e-033.04e-022.41e-0213
hsa05417211EsophagusESCCLipid and atherosclerosis143/4205215/84653.30e-072.45e-061.26e-06143
hsa052229EsophagusESCCSmall cell lung cancer69/420592/84655.40e-073.85e-061.97e-0669
hsa0521628EsophagusESCCThyroid cancer32/420537/84652.98e-061.72e-058.81e-0632
hsa0491928EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa052237EsophagusESCCNon-small cell lung cancer48/420572/84652.57e-037.05e-033.61e-0348
hsa046599EsophagusESCCTh17 cell differentiation68/4205108/84653.53e-039.30e-034.76e-0368
hsa0492816EsophagusESCCParathyroid hormone synthesis, secretion and action66/4205106/84655.86e-031.47e-027.51e-0366
hsa05417310EsophagusESCCLipid and atherosclerosis143/4205215/84653.30e-072.45e-061.26e-06143
hsa0522216EsophagusESCCSmall cell lung cancer69/420592/84655.40e-073.85e-061.97e-0669
hsa0521638EsophagusESCCThyroid cancer32/420537/84652.98e-061.72e-058.81e-0632
hsa04919113EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0522316EsophagusESCCNon-small cell lung cancer48/420572/84652.57e-037.05e-033.61e-0348
hsa0465914EsophagusESCCTh17 cell differentiation68/4205108/84653.53e-039.30e-034.76e-0368
hsa0492817EsophagusESCCParathyroid hormone synthesis, secretion and action66/4205106/84655.86e-031.47e-027.51e-0366
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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
RXRBM1MACEndometriumHealthyFILIP1L,DRAXIN,AC008781.2, etc.5.80e-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.
RXRBCD4TNOral cavityADJTRIM4,TET1,LARP1, etc.1.04e-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.
RXRBCD8TEXOral cavityEOLPTRIM4,TET1,LARP1, etc.0.00e+00The 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.
RXRBCD8TEFFOral cavityEOLPTRIM4,TET1,LARP1, etc.0.00e+00The 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.
RXRBcDCOral cavityEOLPTRIM4,TET1,LARP1, etc.0.00e+00The 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.
RXRBMDSCsOral cavityEOLPTRIM4,TET1,LARP1, etc.0.00e+00The 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.
RXRBpDCOral cavityEOLPTRIM4,TET1,LARP1, etc.0.00e+00The 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.
RXRBMASTOral cavityEOLPTRIM4,TET1,LARP1, etc.0.00e+00The 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.
RXRBCD8TEFFOral cavityHealthyTRIM4,TET1,LARP1, etc.1.23e-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.
RXRBMDSCsOral cavityHealthyTRIM4,TET1,LARP1, etc.2.93e-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.
∗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
RXRBSNVMissense_Mutationrs754055760c.1501C>Tp.Arg501Trpp.R501WP28702protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RXRBSNVMissense_Mutationc.881N>Ap.Gly294Glup.G294EP28702protein_codingdeleterious(0.01)possibly_damaging(0.468)TCGA-EA-A3HT-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
RXRBSNVMissense_Mutationnovelc.1016N>Gp.Ile339Serp.I339SP28702protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RXRBSNVMissense_Mutationc.484N>Tp.Ile162Phep.I162FP28702protein_codingtolerated(0.07)probably_damaging(0.979)TCGA-A6-5659-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RXRBSNVMissense_Mutationc.1363N>Ap.Ala455Thrp.A455TP28702protein_codingdeleterious(0.05)probably_damaging(0.942)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RXRBSNVMissense_Mutationc.433N>Gp.Leu145Valp.L145VP28702protein_codingtolerated(0.26)probably_damaging(0.973)TCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RXRBSNVMissense_Mutationnovelc.242N>Ap.Arg81Glnp.R81QP28702protein_codingtolerated_low_confidence(0.07)benign(0.005)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RXRBSNVMissense_Mutationnovelc.77N>Cp.Lys26Thrp.K26TP28702protein_codingdeleterious_low_confidence(0)benign(0.003)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RXRBSNVMissense_Mutationc.1340N>Tp.Ala447Valp.A447VP28702protein_codingdeleterious(0.01)probably_damaging(0.913)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RXRBSNVMissense_Mutationc.706N>Tp.Asp236Tyrp.D236YP28702protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<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
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORTRETINOINTRETINOIN
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORagonistCHEMBL1131ACITRETIN
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORantagonist135651303
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORmodulatorCHEMBL146506MOFAROTENE
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORTAZAROTENETAZAROTENE
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORantagonist135650518
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORagonist135650520BEXAROTENE
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORALITRETIONINE
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORagonistCHEMBL1023BEXAROTENE
6257RXRBDRUGGABLE GENOME, NUCLEAR HORMONE RECEPTORBEXAROTENEBEXAROTENE
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