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: UBN1

Gene summary for UBN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBN1

Gene ID

29855

Gene nameubinuclein 1
Gene AliasVT
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

Q9NPG3


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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
29855UBN1HTA11_2487_2000001011HumanColorectumSER3.58e-063.14e-01-0.1808
29855UBN1HTA11_1938_2000001011HumanColorectumAD3.48e-124.42e-01-0.0811
29855UBN1HTA11_347_2000001011HumanColorectumAD1.21e-175.41e-01-0.1954
29855UBN1HTA11_3361_2000001011HumanColorectumAD1.14e-021.76e-01-0.1207
29855UBN1HTA11_696_2000001011HumanColorectumAD1.00e-023.47e-01-0.1464
29855UBN1HTA11_1391_2000001011HumanColorectumAD1.58e-064.39e-01-0.059
29855UBN1HTA11_546_2000001011HumanColorectumAD1.55e-022.27e-01-0.0842
29855UBN1HTA11_866_3004761011HumanColorectumAD5.56e-031.25e-010.096
29855UBN1HTA11_99999965104_69814HumanColorectumMSS4.94e-042.95e-010.281
29855UBN1A015-C-203HumanColorectumFAP2.92e-085.97e-03-0.1294
29855UBN1A001-C-108HumanColorectumFAP8.20e-042.07e-02-0.0272
29855UBN1A015-C-106HumanColorectumFAP6.75e-04-1.67e-02-0.0511
29855UBN1A015-C-104HumanColorectumFAP4.63e-09-1.09e-01-0.1899
29855UBN1A001-C-014HumanColorectumFAP2.44e-02-2.16e-020.0135
29855UBN1A002-C-016HumanColorectumFAP2.43e-052.83e-030.0521
29855UBN1A002-C-116HumanColorectumFAP1.76e-11-1.40e-01-0.0452
29855UBN1F034HumanColorectumFAP1.34e-031.37e-02-0.0665
29855UBN1CRC-1-8810HumanColorectumCRC2.75e-06-2.09e-010.6257
29855UBN1LZE2THumanEsophagusESCC2.43e-056.24e-010.082
29855UBN1LZE4THumanEsophagusESCC2.60e-028.06e-020.0811
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
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
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:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:0006338ColorectumADchromatin remodeling70/3918255/187237.44e-034.53e-0270
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632515Oral cavityEOLPchromatin organization84/2218409/187232.68e-078.16e-0684
GO:00063383Oral cavityEOLPchromatin remodeling46/2218255/187232.34e-031.44e-0246
GO:000632518SkinAKchromatin organization73/1910409/187231.40e-064.26e-0573
GO:00063384SkinAKchromatin remodeling51/1910255/187231.95e-065.73e-0551
GO:0071103SkinAKDNA conformation change47/1910290/187239.43e-047.61e-0347
GO:0071824SkinAKprotein-DNA complex subunit organization38/1910241/187234.43e-032.57e-0238
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
GO:000633812SkincSCCchromatin remodeling94/4864255/187237.58e-057.26e-0494
GO:00718241SkincSCCprotein-DNA complex subunit organization87/4864241/187233.09e-042.47e-0387
GO:00711031SkincSCCDNA conformation change96/4864290/187233.87e-032.07e-0296
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
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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
UBN1SNVMissense_Mutationc.1832N>Ap.Ser611Tyrp.S611YQ9NPG3protein_codingtolerated(0.08)possibly_damaging(0.641)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UBN1SNVMissense_Mutationrs760297239c.1211N>Ap.Ser404Asnp.S404NQ9NPG3protein_codingtolerated(0.14)possibly_damaging(0.867)TCGA-AO-A03L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
UBN1SNVMissense_Mutationc.1960N>Tp.Pro654Serp.P654SQ9NPG3protein_codingtolerated(0.42)benign(0.001)TCGA-AR-A24N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UBN1insertionNonsense_Mutationnovelc.313_314insGGCGCAGTGACTCATGCCTGTAATp.Ala105delinsGlyArgSerAspSerCysLeuTerSerp.A105delinsGRSDSCL*SQ9NPG3protein_codingTCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UBN1SNVMissense_Mutationrs765679742c.1190C>Tp.Ala397Valp.A397VQ9NPG3protein_codingtolerated(0.32)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UBN1SNVMissense_Mutationnovelc.2428N>Cp.Gly810Argp.G810RQ9NPG3protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.938)TCGA-C5-A905-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UBN1SNVMissense_Mutationc.2642N>Tp.Ser881Phep.S881FQ9NPG3protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UBN1SNVMissense_Mutationnovelc.1486G>Ap.Glu496Lysp.E496KQ9NPG3protein_codingdeleterious(0)benign(0.282)TCGA-MY-A5BF-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
UBN1SNVMissense_Mutationnovelc.3364C>Ap.Gln1122Lysp.Q1122KQ9NPG3protein_codingdeleterious(0.01)benign(0.351)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UBN1SNVMissense_Mutationnovelc.2609N>Tp.Ser870Ilep.S870IQ9NPG3protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.48)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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