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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: NXN

Gene summary for NXN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NXN

Gene ID

64359

Gene namenucleoredoxin
Gene AliasNRX
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

Q6DKJ4


Top

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
64359NXNCA_HPV_1HumanCervixCC6.02e-05-1.57e-010.0264
64359NXNCCI_1HumanCervixCC3.50e-181.42e+000.528
64359NXNCCI_2HumanCervixCC3.61e-056.87e-010.5249
64359NXNCCI_3HumanCervixCC5.40e-046.85e-010.516
64359NXNAEH-subject2HumanEndometriumAEH1.55e-072.60e-01-0.2525
64359NXNAEH-subject3HumanEndometriumAEH1.28e-051.67e-01-0.2576
64359NXNAEH-subject4HumanEndometriumAEH3.74e-298.53e-01-0.2657
64359NXNAEH-subject5HumanEndometriumAEH1.33e-052.36e-01-0.2953
64359NXNEEC-subject1HumanEndometriumEEC3.98e-144.76e-01-0.2682
64359NXNEEC-subject2HumanEndometriumEEC1.47e-042.59e-01-0.2607
64359NXNEEC-subject3HumanEndometriumEEC5.60e-162.55e-01-0.2525
64359NXNGSM5276935HumanEndometriumEEC9.13e-07-2.03e-01-0.123
64359NXNGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.98e-13-2.01e-01-0.1869
64359NXNGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.10e-20-2.04e-01-0.1875
64359NXNGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.73e-14-2.15e-01-0.1883
64359NXNGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.08e-17-1.68e-01-0.1934
64359NXNGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC8.49e-18-6.75e-02-0.1917
64359NXNGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.15e-22-7.48e-02-0.1916
64359NXNLZE22THumanEsophagusESCC2.91e-023.54e-010.068
64359NXNLZE24THumanEsophagusESCC6.49e-081.44e-010.0596
Page: 1 2 3 4 5 6 7 

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
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
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:190332010CervixCCregulation of protein modification by small protein conjugation or removal66/2311242/187232.31e-103.46e-0866
GO:003139610CervixCCregulation of protein ubiquitination59/2311210/187235.90e-107.51e-0859
GO:00160557CervixCCWnt signaling pathway98/2311444/187234.82e-094.65e-0798
GO:01987387CervixCCcell-cell signaling by wnt98/2311446/187236.16e-095.58e-0798
GO:00301117CervixCCregulation of Wnt signaling pathway76/2311328/187233.05e-082.08e-0676
GO:003139710CervixCCnegative regulation of protein ubiquitination28/231183/187233.32e-071.35e-0528
GO:190332110CervixCCnegative regulation of protein modification by small protein conjugation or removal29/231195/187232.15e-066.55e-0529
GO:00988699CervixCCcellular oxidant detoxification30/2311101/187232.72e-067.93e-0530
GO:19907489CervixCCcellular detoxification30/2311116/187235.34e-057.94e-0430
GO:00017018CervixCCin utero embryonic development71/2311367/187237.21e-051.00e-0371
GO:00972379CervixCCcellular response to toxic substance31/2311124/187238.09e-051.10e-0331
GO:00096369CervixCCresponse to toxic substance52/2311262/187233.34e-043.52e-0352
GO:00987549CervixCCdetoxification33/2311152/187237.97e-047.00e-0333
GO:00301784CervixCCnegative regulation of Wnt signaling pathway35/2311170/187231.52e-031.17e-0235
GO:190332016EndometriumAEHregulation of protein modification by small protein conjugation or removal67/2100242/187231.10e-122.26e-1067
GO:003139616EndometriumAEHregulation of protein ubiquitination57/2100210/187231.24e-101.40e-0857
GO:00301118EndometriumAEHregulation of Wnt signaling pathway71/2100328/187233.31e-081.87e-0671
GO:003139716EndometriumAEHnegative regulation of protein ubiquitination28/210083/187234.36e-082.40e-0628
GO:190332116EndometriumAEHnegative regulation of protein modification by small protein conjugation or removal30/210095/187237.94e-084.04e-0630
GO:00160558EndometriumAEHWnt signaling pathway85/2100444/187234.99e-071.97e-0585
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
NXNSNVMissense_Mutationnovelc.464N>Ap.Arg155Glnp.R155QQ6DKJ4protein_codingtolerated(0.21)probably_damaging(0.945)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NXNSNVMissense_Mutationc.600N>Ap.Phe200Leup.F200LQ6DKJ4protein_codingdeleterious(0.04)probably_damaging(0.977)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NXNSNVMissense_Mutationnovelc.1165N>Tp.Pro389Serp.P389SQ6DKJ4protein_codingtolerated(0.22)probably_damaging(0.999)TCGA-OL-A66J-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NXNSNVMissense_Mutationnovelc.1205N>Tp.Ala402Valp.A402VQ6DKJ4protein_codingtolerated(0.12)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NXNSNVMissense_Mutationc.383G>Ap.Arg128Glnp.R128QQ6DKJ4protein_codingdeleterious(0.02)benign(0.278)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NXNSNVMissense_Mutationc.600N>Ap.Phe200Leup.F200LQ6DKJ4protein_codingdeleterious(0.04)probably_damaging(0.977)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NXNSNVMissense_Mutationc.529C>Tp.Pro177Serp.P177SQ6DKJ4protein_codingtolerated(0.33)probably_damaging(0.986)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NXNSNVMissense_Mutationnovelc.1226N>Gp.Asp409Glyp.D409GQ6DKJ4protein_codingtolerated(0.1)probably_damaging(0.997)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NXNSNVMissense_Mutationrs201764402c.604N>Ap.Ala202Thrp.A202TQ6DKJ4protein_codingdeleterious(0)probably_damaging(0.995)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
NXNSNVMissense_Mutationnovelc.860T>Cp.Val287Alap.V287AQ6DKJ4protein_codingdeleterious(0.03)benign(0.197)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 

Top

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
Page: 1