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: UBXN2B

Gene summary for UBXN2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBXN2B

Gene ID

137886

Gene nameUBX domain protein 2B
Gene Aliasp37
Cytomap8q12.1
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q14CS0


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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
137886UBXN2BLZE4THumanEsophagusESCC3.23e-041.57e-010.0811
137886UBXN2BLZE20THumanEsophagusESCC1.73e-061.30e-010.0662
137886UBXN2BLZE24THumanEsophagusESCC3.92e-051.73e-010.0596
137886UBXN2BP1T-EHumanEsophagusESCC1.26e-021.19e-010.0875
137886UBXN2BP2T-EHumanEsophagusESCC7.97e-152.33e-010.1177
137886UBXN2BP4T-EHumanEsophagusESCC1.18e-142.88e-010.1323
137886UBXN2BP5T-EHumanEsophagusESCC7.89e-061.52e-010.1327
137886UBXN2BP8T-EHumanEsophagusESCC4.58e-041.38e-010.0889
137886UBXN2BP9T-EHumanEsophagusESCC5.37e-068.99e-020.1131
137886UBXN2BP10T-EHumanEsophagusESCC1.18e-091.71e-010.116
137886UBXN2BP11T-EHumanEsophagusESCC1.51e-021.91e-010.1426
137886UBXN2BP12T-EHumanEsophagusESCC5.11e-112.14e-010.1122
137886UBXN2BP15T-EHumanEsophagusESCC2.94e-071.52e-010.1149
137886UBXN2BP16T-EHumanEsophagusESCC2.94e-254.42e-010.1153
137886UBXN2BP17T-EHumanEsophagusESCC5.29e-062.69e-010.1278
137886UBXN2BP20T-EHumanEsophagusESCC1.10e-122.45e-010.1124
137886UBXN2BP21T-EHumanEsophagusESCC5.24e-142.17e-010.1617
137886UBXN2BP22T-EHumanEsophagusESCC5.88e-083.94e-020.1236
137886UBXN2BP23T-EHumanEsophagusESCC3.28e-091.54e-010.108
137886UBXN2BP24T-EHumanEsophagusESCC1.03e-091.75e-010.1287
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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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:190285015EsophagusESCCmicrotubule cytoskeleton organization involved in mitosis116/8552147/187231.25e-169.91e-15116
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:000703314EsophagusESCCvacuole organization127/8552180/187231.04e-113.85e-10127
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:000699811EsophagusESCCnuclear envelope organization39/855247/187231.48e-072.35e-0639
GO:003001018EsophagusESCCestablishment of cell polarity96/8552143/187231.69e-072.67e-0696
GO:190503712EsophagusESCCautophagosome organization73/8552103/187231.88e-072.93e-0673
GO:00726985EsophagusESCCprotein localization to microtubule cytoskeleton43/855254/187233.28e-074.61e-0643
GO:007176312EsophagusESCCnuclear membrane organization29/855233/187235.30e-077.04e-0629
GO:00443804EsophagusESCCprotein localization to cytoskeleton45/855258/187236.89e-078.99e-0645
GO:000004513EsophagusESCCautophagosome assembly69/855299/187231.10e-061.38e-0569
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
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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
UBXN2BSNVMissense_Mutationc.754N>Ap.Asp252Asnp.D252NQ14CS0protein_codingdeleterious(0.02)possibly_damaging(0.657)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UBXN2BSNVMissense_Mutationrs747002448c.626N>Cp.Arg209Thrp.R209TQ14CS0protein_codingdeleterious(0)possibly_damaging(0.721)TCGA-D8-A27F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
UBXN2BSNVMissense_Mutationc.356N>Ap.Gly119Glup.G119EQ14CS0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A3QE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UBXN2BSNVMissense_Mutationc.847C>Tp.Arg283Trpp.R283WQ14CS0protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UBXN2BSNVMissense_Mutationnovelc.560N>Gp.Leu187Argp.L187RQ14CS0protein_codingtolerated(0.82)benign(0.223)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
UBXN2BSNVMissense_Mutationc.776N>Ap.Ile259Asnp.I259NQ14CS0protein_codingdeleterious(0)possibly_damaging(0.908)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
UBXN2BSNVMissense_Mutationnovelc.497C>Tp.Pro166Leup.P166LQ14CS0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
UBXN2BSNVMissense_Mutationc.731N>Gp.Leu244Argp.L244RQ14CS0protein_codingtolerated(0.39)possibly_damaging(0.467)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UBXN2BSNVMissense_Mutationrs765005760c.385N>Tp.Arg129Trpp.R129WQ14CS0protein_codingdeleterious(0.01)benign(0.425)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UBXN2BSNVMissense_Mutationc.242N>Tp.Thr81Ilep.T81IQ14CS0protein_codingtolerated(0.09)benign(0.143)TCGA-AP-A0LE-01Endometriumuterine corpus endometrioid 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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