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: NUP133

Gene summary for NUP133

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NUP133

Gene ID

55746

Gene namenucleoporin 133
Gene AliasGAMOS8
Cytomap1q42.13
Gene Typeprotein-coding
GO ID

GO:0000972

UniProtAcc

Q8WUM0


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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
55746NUP133LZE2THumanEsophagusESCC2.76e-034.11e-010.082
55746NUP133LZE4THumanEsophagusESCC1.83e-132.63e-010.0811
55746NUP133LZE7THumanEsophagusESCC4.60e-114.95e-010.0667
55746NUP133LZE8THumanEsophagusESCC7.62e-037.81e-020.067
55746NUP133LZE22THumanEsophagusESCC2.23e-022.25e-010.068
55746NUP133LZE24THumanEsophagusESCC2.32e-102.17e-010.0596
55746NUP133LZE21THumanEsophagusESCC5.36e-032.45e-010.0655
55746NUP133P1T-EHumanEsophagusESCC6.03e-105.30e-010.0875
55746NUP133P2T-EHumanEsophagusESCC9.09e-254.75e-010.1177
55746NUP133P4T-EHumanEsophagusESCC4.96e-091.42e-010.1323
55746NUP133P5T-EHumanEsophagusESCC8.46e-112.99e-010.1327
55746NUP133P8T-EHumanEsophagusESCC2.75e-082.16e-010.0889
55746NUP133P9T-EHumanEsophagusESCC1.44e-041.54e-010.1131
55746NUP133P10T-EHumanEsophagusESCC4.33e-254.40e-010.116
55746NUP133P11T-EHumanEsophagusESCC5.20e-073.08e-010.1426
55746NUP133P12T-EHumanEsophagusESCC4.72e-102.71e-010.1122
55746NUP133P15T-EHumanEsophagusESCC3.35e-153.65e-010.1149
55746NUP133P16T-EHumanEsophagusESCC2.61e-325.03e-010.1153
55746NUP133P17T-EHumanEsophagusESCC2.12e-082.74e-010.1278
55746NUP133P19T-EHumanEsophagusESCC6.03e-032.59e-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
∗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:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:00219159EsophagusESCCneural tube development101/8552152/187231.78e-072.79e-06101
GO:00069994EsophagusESCCnuclear pore organization14/855214/187231.71e-051.52e-0414
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:00016559EsophagusESCCurogenital system development177/8552338/187237.51e-032.69e-02177
GO:0048339EsophagusESCCparaxial mesoderm development13/855217/187231.00e-023.42e-0213
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000640321LiverHCCRNA localization151/7958201/187233.72e-215.89e-19151
GO:000691322LiverHCCnucleocytoplasmic transport208/7958301/187235.51e-218.12e-19208
GO:005116922LiverHCCnuclear transport208/7958301/187235.51e-218.12e-19208
GO:003450421LiverHCCprotein localization to nucleus194/7958290/187232.84e-172.85e-15194
GO:005123621LiverHCCestablishment of RNA localization121/7958166/187231.61e-151.19e-13121
GO:005116822LiverHCCnuclear export113/7958154/187236.30e-154.39e-13113
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
GO:001703811LiverHCCprotein import140/7958206/187231.12e-136.46e-12140
GO:00711661LiverHCCribonucleoprotein complex localization59/795877/187231.09e-093.30e-0859
GO:00714261LiverHCCribonucleoprotein complex export from nucleus58/795876/187231.98e-095.63e-0858
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05014210EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa0301321EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa0501438EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa0301331EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
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
NUP133SMCBreastADJAPOA1BP,RAD50,CLK2, etc.1.28e-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.
NUP133ICAFBreastDCISAPOA1BP,RAD50,CLK2, 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.
NUP133MENSkinHealthyPRKCH,SMAD4,SPIN1, etc.1.18e-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.
NUP133MESCStomachADJZCWPW2,DUOX2,BTD, etc.9.64e-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.
NUP133A.XStomachADJZCWPW2,DUOX2,BTD, etc.5.84e-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.
NUP133MESCStomachCAGZCWPW2,DUOX2,BTD, etc.3.63e-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.
NUP133MESCStomachCAG with IMZCWPW2,DUOX2,BTD, etc.5.16e-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.
NUP133A.XStomachSIMZCWPW2,DUOX2,BTD, etc.4.76e-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.
NUP133MESCStomachWIMZCWPW2,DUOX2,BTD, etc.4.76e-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.
∗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
NUP133SNVMissense_Mutationnovelc.2338N>Ap.Arg780Serp.R780SQ8WUM0protein_codingdeleterious(0)possibly_damaging(0.779)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
NUP133SNVMissense_Mutationc.1022G>Ap.Arg341Glnp.R341QQ8WUM0protein_codingtolerated(0.61)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NUP133SNVMissense_Mutationc.1025N>Gp.Tyr342Cysp.Y342CQ8WUM0protein_codingdeleterious(0)probably_damaging(0.956)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
NUP133SNVMissense_Mutationc.787N>Cp.Phe263Leup.F263LQ8WUM0protein_codingtolerated(0.45)benign(0.01)TCGA-E9-A1NE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
NUP133SNVMissense_Mutationc.1376N>Cp.Gly459Alap.G459AQ8WUM0protein_codingdeleterious(0.01)benign(0.109)TCGA-E9-A1NF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
NUP133SNVMissense_Mutationnovelc.2003T>Gp.Ile668Argp.I668RQ8WUM0protein_codingdeleterious(0)probably_damaging(0.966)TCGA-OL-A66P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
NUP133insertionIn_Frame_Insnovelc.2231_2232insCATCTTCCCAAATGAAAGGTTTATTATTCTACCp.Gln744delinsHisIlePheProAsnGluArgPheIleIleLeuProp.Q744delinsHIFPNERFIILPQ8WUM0protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NUP133deletionFrame_Shift_Delnovelc.2389delCp.Leu797SerfsTer5p.L797Sfs*5Q8WUM0protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
NUP133SNVMissense_Mutationrs751402996c.3065C>Tp.Ala1022Valp.A1022VQ8WUM0protein_codingtolerated(0.3)benign(0.102)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NUP133SNVMissense_Mutationc.2801A>Tp.His934Leup.H934LQ8WUM0protein_codingdeleterious(0.01)probably_damaging(0.971)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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