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: NRBP2

Gene summary for NRBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NRBP2

Gene ID

340371

Gene namenuclear receptor binding protein 2
Gene AliasTRG16
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9NSY0


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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
340371NRBP2HCC1_MengHumanLiverHCC6.50e-461.32e-010.0246
340371NRBP2HCC2_MengHumanLiverHCC2.71e-169.88e-020.0107
340371NRBP2HCC1HumanLiverHCC4.02e-042.66e+000.5336
340371NRBP2HCC2HumanLiverHCC2.07e-123.09e+000.5341
340371NRBP2Pt13.bHumanLiverHCC1.02e-072.17e-010.0251
340371NRBP2S014HumanLiverHCC2.89e-096.01e-010.2254
340371NRBP2S015HumanLiverHCC3.73e-043.98e-010.2375
340371NRBP2S016HumanLiverHCC1.15e-054.08e-010.2243
340371NRBP2S027HumanLiverHCC1.86e-119.38e-010.2446
340371NRBP2S028HumanLiverHCC5.93e-261.01e+000.2503
340371NRBP2S029HumanLiverHCC2.63e-281.57e+000.2581
340371NRBP2C04HumanOral cavityOSCC2.43e-053.88e-010.2633
340371NRBP2C21HumanOral cavityOSCC3.61e-124.01e-010.2678
340371NRBP2C30HumanOral cavityOSCC6.04e-126.38e-010.3055
340371NRBP2C51HumanOral cavityOSCC7.78e-188.78e-010.2674
340371NRBP2C57HumanOral cavityOSCC4.73e-032.04e-010.1679
340371NRBP2C08HumanOral cavityOSCC1.76e-071.95e-010.1919
340371NRBP2SYSMH1HumanOral cavityOSCC8.49e-051.83e-010.1127
340371NRBP2SYSMH2HumanOral cavityOSCC5.01e-042.49e-010.2326
340371NRBP2SYSMH3HumanOral cavityOSCC1.21e-144.25e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:001623621LiverHCCmacroautophagy204/7958291/187238.66e-221.41e-19204
GO:001050621LiverHCCregulation of autophagy210/7958317/187237.59e-188.45e-16210
GO:000688821LiverHCCendoplasmic reticulum to Golgi vesicle-mediated transport100/7958130/187231.15e-158.67e-14100
GO:000989522LiverHCCnegative regulation of catabolic process196/7958320/187237.98e-123.35e-10196
GO:003133022LiverHCCnegative regulation of cellular catabolic process164/7958262/187233.52e-111.35e-09164
GO:001624111LiverHCCregulation of macroautophagy96/7958141/187236.82e-102.14e-0896
GO:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:190121412LiverHCCregulation of neuron death179/7958319/187235.65e-079.01e-06179
GO:00105074LiverHCCnegative regulation of autophagy57/795885/187234.10e-065.27e-0557
GO:005140212LiverHCCneuron apoptotic process135/7958246/187235.64e-055.26e-04135
GO:004352312LiverHCCregulation of neuron apoptotic process117/7958212/187231.25e-041.03e-03117
GO:0016242LiverHCCnegative regulation of macroautophagy25/795834/187232.42e-041.81e-0325
GO:190121512LiverHCCnegative regulation of neuron death113/7958208/187233.68e-042.54e-03113
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:001623610Oral cavityOSCCmacroautophagy192/7305291/187237.01e-211.14e-18192
GO:001050610Oral cavityOSCCregulation of autophagy198/7305317/187231.63e-171.51e-15198
GO:00068888Oral cavityOSCCendoplasmic reticulum to Golgi vesicle-mediated transport97/7305130/187231.42e-161.15e-1497
GO:00162417Oral cavityOSCCregulation of macroautophagy96/7305141/187232.33e-129.75e-1196
GO:007099720Oral cavityOSCCneuron death202/7305361/187233.75e-111.23e-09202
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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
∗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
NRBP2SNVMissense_Mutationnovelc.1096A>Tp.Met366Leup.M366LQ9NSY0protein_codingtolerated(1)benign(0)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NRBP2SNVMissense_Mutationnovelc.1094T>Gp.Phe365Cysp.F365CQ9NSY0protein_codingtolerated(0.2)benign(0)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NRBP2SNVMissense_Mutationnovelc.1002N>Tp.Glu334Aspp.E334DQ9NSY0protein_codingtolerated(0.14)benign(0.068)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NRBP2SNVMissense_Mutationrs782214854c.1015N>Gp.Met339Valp.M339VQ9NSY0protein_codingtolerated(0.48)benign(0)TCGA-E2-A15T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NRBP2SNVMissense_Mutationrs782048488c.1049N>Ap.Arg350Glnp.R350QQ9NSY0protein_codingtolerated(0.19)benign(0.029)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NRBP2SNVMissense_Mutationrs782431907c.697N>Ap.Asp233Asnp.D233NQ9NSY0protein_codingtolerated(0.34)benign(0.061)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NRBP2SNVMissense_Mutationnovelc.805N>Gp.Arg269Glyp.R269GQ9NSY0protein_codingdeleterious(0)benign(0.44)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NRBP2SNVMissense_Mutationrs146279016c.1054N>Tp.Arg352Cysp.R352CQ9NSY0protein_codingtolerated(0.1)benign(0.063)TCGA-VS-A8EG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NRBP2insertionFrame_Shift_Insnovelc.1155_1156insCTCTGp.Ala386LeufsTer71p.A386Lfs*71Q9NSY0protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
NRBP2insertionFrame_Shift_Insnovelc.1155_1156insCTCTGp.Ala386LeufsTer71p.A386Lfs*71Q9NSY0protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
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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
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