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: 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


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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
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
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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
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.

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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:009723710EndometriumAEHcellular response to toxic substance34/2100124/187235.02e-071.97e-0534
GO:01987388EndometriumAEHcell-cell signaling by wnt85/2100446/187236.07e-072.29e-0585
GO:00017019EndometriumAEHin utero embryonic development73/2100367/187237.18e-072.63e-0573
GO:199074810EndometriumAEHcellular detoxification30/2100116/187238.40e-061.98e-0430
GO:000963610EndometriumAEHresponse to toxic substance52/2100262/187232.89e-055.40e-0452
GO:009886910EndometriumAEHcellular oxidant detoxification26/2100101/187233.57e-056.26e-0426
GO:00301785EndometriumAEHnegative regulation of Wnt signaling pathway34/2100170/187235.63e-045.62e-0334
GO:009875410EndometriumAEHdetoxification31/2100152/187236.85e-046.62e-0331
GO:190332017EndometriumEECregulation of protein modification by small protein conjugation or removal72/2168242/187231.45e-144.36e-1272
GO:003139617EndometriumEECregulation of protein ubiquitination62/2168210/187231.42e-122.76e-1062
GO:003139717EndometriumEECnegative regulation of protein ubiquitination31/216883/187231.05e-099.13e-0831
GO:190332117EndometriumEECnegative regulation of protein modification by small protein conjugation or removal33/216895/187232.68e-092.01e-0733
GO:003011113EndometriumEECregulation of Wnt signaling pathway74/2168328/187231.03e-086.47e-0774
GO:001605513EndometriumEECWnt signaling pathway90/2168444/187236.65e-083.50e-0690
GO:019873813EndometriumEECcell-cell signaling by wnt90/2168446/187238.25e-084.23e-0690
GO:009723715EndometriumEECcellular response to toxic substance35/2168124/187233.44e-071.37e-0535
GO:000170114EndometriumEECin utero embryonic development75/2168367/187235.86e-072.16e-0575
GO:199074815EndometriumEECcellular detoxification31/2168116/187235.54e-061.36e-0431
GO:000963615EndometriumEECresponse to toxic substance54/2168262/187231.65e-053.18e-0454
GO:009886915EndometriumEECcellular oxidant detoxification27/2168101/187232.17e-053.89e-0427
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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
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
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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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