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: NUP210

Gene summary for NUP210

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NUP210

Gene ID

23225

Gene namenucleoporin 210
Gene AliasGP210
Cytomap3p25.1
Gene Typeprotein-coding
GO ID

GO:0006403

UniProtAcc

Q8TEM1


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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
23225NUP210CCI_2HumanCervixCC6.15e-117.45e-010.5249
23225NUP210CCI_3HumanCervixCC8.56e-064.49e-010.516
23225NUP210CCII_1HumanCervixCC1.54e-043.15e-010.3249
23225NUP210T1HumanCervixCC4.46e-083.37e-010.0918
23225NUP210NAFLD1HumanLiverNAFLD6.47e-043.84e-01-0.04
23225NUP210HCC1_MengHumanLiverHCC7.27e-519.26e-020.0246
23225NUP210HCC2_MengHumanLiverHCC1.42e-02-3.49e-020.0107
23225NUP210S014HumanLiverHCC1.12e-177.86e-010.2254
23225NUP210S015HumanLiverHCC2.29e-157.57e-010.2375
23225NUP210S016HumanLiverHCC3.22e-186.83e-010.2243
23225NUP210S027HumanLiverHCC5.38e-191.20e+000.2446
23225NUP210S028HumanLiverHCC1.06e-391.55e+000.2503
23225NUP210S029HumanLiverHCC3.67e-351.53e+000.2581
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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
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
∗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:00512368CervixCCestablishment of RNA localization39/2311166/187234.76e-057.25e-0439
GO:00506578CervixCCnucleic acid transport38/2311163/187237.06e-059.85e-0438
GO:00506588CervixCCRNA transport38/2311163/187237.06e-059.85e-0438
GO:000640310CervixCCRNA localization43/2311201/187232.00e-042.29e-0343
GO:00510284CervixCCmRNA transport31/2311130/187232.05e-042.33e-0331
GO:00159318CervixCCnucleobase-containing compound transport43/2311222/187231.72e-031.30e-0243
GO:00512366LiverNAFLDestablishment of RNA localization28/1882166/187234.35e-033.57e-0228
GO:00064037LiverNAFLDRNA localization32/1882201/187235.96e-034.48e-0232
GO:000640321LiverHCCRNA localization151/7958201/187233.72e-215.89e-19151
GO:005123621LiverHCCestablishment of RNA localization121/7958166/187231.61e-151.19e-13121
GO:005065711LiverHCCnucleic acid transport118/7958163/187238.30e-155.60e-13118
GO:005065811LiverHCCRNA transport118/7958163/187238.30e-155.60e-13118
GO:001593111LiverHCCnucleobase-containing compound transport150/7958222/187233.17e-142.03e-12150
GO:005102811LiverHCCmRNA transport97/7958130/187239.00e-145.23e-1297
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501418CervixCCAmyotrophic lateral sclerosis103/1267364/84651.79e-114.47e-102.64e-10103
hsa0501419CervixCCAmyotrophic lateral sclerosis103/1267364/84651.79e-114.47e-102.64e-10103
hsa0501422LiverHCCAmyotrophic lateral sclerosis252/4020364/84658.85e-187.41e-164.12e-16252
hsa03013LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa0501432LiverHCCAmyotrophic lateral sclerosis252/4020364/84658.85e-187.41e-164.12e-16252
hsa030131LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
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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
NUP210SNVMissense_Mutationc.1304N>Cp.Val435Alap.V435AQ8TEM1protein_codingtolerated(0.23)benign(0.248)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NUP210SNVMissense_Mutationc.3791N>Tp.Ser1264Leup.S1264LQ8TEM1protein_codingdeleterious(0.01)benign(0.006)TCGA-BH-A0B7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
NUP210SNVMissense_Mutationrs372138569c.4333N>Ap.Val1445Ilep.V1445IQ8TEM1protein_codingtolerated(0.22)benign(0.003)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NUP210SNVMissense_Mutationc.4738N>Ap.Ala1580Thrp.A1580TQ8TEM1protein_codingtolerated(1)benign(0)TCGA-D8-A1Y0-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamide+methotrexatum+fluorouracillumSD
NUP210SNVMissense_Mutationc.4705N>Gp.Phe1569Valp.F1569VQ8TEM1protein_codingtolerated(0.55)benign(0)TCGA-E9-A22B-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
NUP210SNVMissense_Mutationnovelc.4240N>Ap.Asp1414Asnp.D1414NQ8TEM1protein_codingdeleterious(0.01)possibly_damaging(0.691)TCGA-E9-A245-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NUP210insertionIn_Frame_Insnovelc.5020_5021insCTTCCTGGATTCCTACCAGGTCATGTTCTTp.Ser1674delinsThrSerTrpIleProThrArgSerCysSerCysp.S1674delinsTSWIPTRSCSCQ8TEM1protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
NUP210insertionNonsense_Mutationnovelc.2053_2054insTCAGGCCTTGGGTGAGCAGGTGAGTGGGCAGCTGCTCCAp.Glu685delinsValArgProTrpValSerArgTerValGlySerCysSerLysp.E685delinsVRPWVSR*VGSCSKQ8TEM1protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NUP210insertionIn_Frame_Insnovelc.4104_4105insTTAAATGCCCCAAGAGCCp.Ala1368_Val1369insLeuAsnAlaProArgAlap.A1368_V1369insLNAPRAQ8TEM1protein_codingTCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NUP210insertionNonsense_Mutationnovelc.651_652insTTGTTAGATGTAATAAAAATGTGGGAAGGGCATGCTGGCTGAp.Leu218_Lys219insLeuAspValIleLysMetTrpGluGlyHisAlaGlyTerLeup.L218_K219insLDVIKMWEGHAG*LQ8TEM1protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<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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