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: UBOX5

Gene summary for UBOX5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBOX5

Gene ID

22888

Gene nameU-box domain containing 5
Gene AliasRNF37
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

O94941


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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
22888UBOX5LZE4THumanEsophagusESCC1.59e-029.99e-020.0811
22888UBOX5P2T-EHumanEsophagusESCC5.42e-048.95e-020.1177
22888UBOX5P4T-EHumanEsophagusESCC3.68e-037.01e-020.1323
22888UBOX5P8T-EHumanEsophagusESCC1.68e-057.05e-020.0889
22888UBOX5P9T-EHumanEsophagusESCC3.46e-048.37e-020.1131
22888UBOX5P10T-EHumanEsophagusESCC4.79e-061.19e-010.116
22888UBOX5P11T-EHumanEsophagusESCC4.08e-041.52e-010.1426
22888UBOX5P12T-EHumanEsophagusESCC3.97e-081.50e-010.1122
22888UBOX5P15T-EHumanEsophagusESCC1.50e-051.30e-010.1149
22888UBOX5P16T-EHumanEsophagusESCC5.74e-101.55e-010.1153
22888UBOX5P17T-EHumanEsophagusESCC1.24e-021.64e-010.1278
22888UBOX5P20T-EHumanEsophagusESCC9.71e-051.11e-010.1124
22888UBOX5P21T-EHumanEsophagusESCC3.96e-051.26e-010.1617
22888UBOX5P22T-EHumanEsophagusESCC5.05e-034.40e-020.1236
22888UBOX5P23T-EHumanEsophagusESCC2.55e-091.75e-010.108
22888UBOX5P24T-EHumanEsophagusESCC3.67e-049.56e-020.1287
22888UBOX5P26T-EHumanEsophagusESCC3.68e-284.88e-010.1276
22888UBOX5P28T-EHumanEsophagusESCC4.16e-029.78e-020.1149
22888UBOX5P30T-EHumanEsophagusESCC2.59e-032.19e-010.137
22888UBOX5P31T-EHumanEsophagusESCC6.77e-061.63e-010.1251
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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:000020917EsophagusESCCprotein polyubiquitination170/8552236/187231.40e-161.09e-14170
GO:000020921LiverHCCprotein polyubiquitination151/7958236/187231.90e-117.59e-10151
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412041LiverHCCUbiquitin mediated proteolysis110/4020142/84651.67e-133.74e-122.08e-12110
hsa0412051LiverHCCUbiquitin mediated proteolysis110/4020142/84651.67e-133.74e-122.08e-12110
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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
UBOX5SNVMissense_Mutationc.1294N>Ap.Glu432Lysp.E432KO94941protein_codingdeleterious(0.01)benign(0.272)TCGA-A2-A0YD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
UBOX5SNVMissense_Mutationc.676C>Gp.Pro226Alap.P226AO94941protein_codingdeleterious(0.03)benign(0.427)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
UBOX5insertionFrame_Shift_Insnovelc.1050_1051insTTTCTTTTTGTTTTGTTTTTTTGGAAACAGTp.Ala351PhefsTer30p.A351Ffs*30O94941protein_codingTCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
UBOX5insertionIn_Frame_Insnovelc.1109_1110insCAAATTGCAATATTCTCTTTGTGTTTTp.Glu370delinsAspLysLeuGlnTyrSerLeuCysValLeup.E370delinsDKLQYSLCVLO94941protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UBOX5insertionIn_Frame_Insnovelc.1107_1108insAAATGTGTGp.Ala369_Glu370insLysCysValp.A369_E370insKCVO94941protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UBOX5insertionNonsense_Mutationnovelc.552_553insTACACTTCTCCAGTGTGCTCTGGTCGATGACCTTGCCTCGGCTTCCTAAAGTGCTGGGATCGGTp.Ile185TyrfsTer10p.I185Yfs*10O94941protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
UBOX5insertionFrame_Shift_Insnovelc.803_804insTTp.Leu269SerfsTer43p.L269Sfs*43O94941protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UBOX5SNVMissense_Mutationnovelc.1612N>Tp.Arg538Trpp.R538WO94941protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UBOX5SNVMissense_Mutationnovelc.641N>Tp.Ser214Leup.S214LO94941protein_codingdeleterious(0.01)possibly_damaging(0.576)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
UBOX5SNVMissense_Mutationc.341N>Tp.Ala114Valp.A114VO94941protein_codingtolerated(0.22)benign(0.085)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<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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