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: UHRF1

Gene summary for UHRF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UHRF1

Gene ID

29128

Gene nameubiquitin like with PHD and ring finger domains 1
Gene AliasICBP90
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q96T88


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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
29128UHRF1P83T-EHumanEsophagusESCC5.54e-124.25e-010.1738
29128UHRF1P89T-EHumanEsophagusESCC5.33e-063.13e-010.1752
29128UHRF1P91T-EHumanEsophagusESCC4.77e-111.35e+000.1828
29128UHRF1P104T-EHumanEsophagusESCC2.70e-022.16e-010.0931
29128UHRF1P107T-EHumanEsophagusESCC3.64e-185.49e-010.171
29128UHRF1P128T-EHumanEsophagusESCC5.67e-041.83e-010.1241
29128UHRF1P130T-EHumanEsophagusESCC5.17e-277.94e-010.1676
29128UHRF1C04HumanOral cavityOSCC2.63e-157.91e-010.2633
29128UHRF1C21HumanOral cavityOSCC1.81e-251.29e+000.2678
29128UHRF1C30HumanOral cavityOSCC5.89e-221.08e+000.3055
29128UHRF1C38HumanOral cavityOSCC8.34e-057.13e-010.172
29128UHRF1C43HumanOral cavityOSCC8.91e-182.96e-010.1704
29128UHRF1C46HumanOral cavityOSCC5.29e-133.66e-010.1673
29128UHRF1C51HumanOral cavityOSCC3.68e-085.44e-010.2674
29128UHRF1C57HumanOral cavityOSCC4.96e-042.77e-010.1679
29128UHRF1C08HumanOral cavityOSCC1.86e-041.65e-010.1919
29128UHRF1LN22HumanOral cavityOSCC3.91e-036.49e-010.1733
29128UHRF1LN46HumanOral cavityOSCC7.94e-052.06e-010.1666
29128UHRF1LP17HumanOral cavityLP2.26e-023.64e-010.2349
29128UHRF1SYSMH2HumanOral cavityOSCC9.07e-062.14e-010.2326
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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
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
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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:00065136EsophagusESCCprotein monoubiquitination53/855267/187232.11e-084.03e-0753
GO:001657414EsophagusESCChistone ubiquitination40/855247/187232.40e-084.55e-0740
GO:00103904EsophagusESCChistone monoubiquitination25/855229/187237.24e-067.20e-0525
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:00518658EsophagusESCCprotein autoubiquitination47/855273/187239.72e-044.93e-0347
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00165746Oral cavityOSCChistone ubiquitination38/730547/187235.22e-091.14e-0738
GO:00065135Oral cavityOSCCprotein monoubiquitination47/730567/187232.32e-073.68e-0647
GO:00103903Oral cavityOSCChistone monoubiquitination24/730529/187231.74e-062.26e-0524
GO:005067310Oral cavityOSCCepithelial cell proliferation212/7305437/187232.82e-052.61e-04212
GO:005067810Oral cavityOSCCregulation of epithelial cell proliferation180/7305381/187235.88e-043.35e-03180
GO:00518657Oral cavityOSCCprotein autoubiquitination40/730573/187234.45e-031.79e-0240
GO:001657014Oral cavityLPhistone modification152/4623463/187234.04e-055.90e-04152
GO:000651313Oral cavityLPprotein monoubiquitination29/462367/187236.51e-045.90e-0329
GO:001657413Oral cavityLPhistone ubiquitination22/462347/187238.02e-047.05e-0322
GO:00103901Oral cavityLPhistone monoubiquitination15/462329/187231.55e-031.20e-0215
GO:005186512Oral cavityLPprotein autoubiquitination29/462373/187233.20e-032.18e-0229
GO:001657017ThyroidATChistone modification243/6293463/187232.23e-172.27e-15243
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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
UHRF1SNVMissense_Mutationnovelc.1526N>Gp.Ser509Cysp.S509Cprotein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UHRF1SNVMissense_Mutationnovelc.2181N>Ap.Phe727Leup.F727Lprotein_codingdeleterious(0.02)possibly_damaging(0.767)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UHRF1SNVMissense_Mutationnovelc.2212A>Gp.Ile738Valp.I738Vprotein_codingtolerated(0.42)possibly_damaging(0.514)TCGA-AN-A0XV-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
UHRF1SNVMissense_Mutationnovelc.2246C>Tp.Thr749Metp.T749Mprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0DO-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UHRF1SNVMissense_Mutationnovelc.829N>Tp.Asp277Tyrp.D277Yprotein_codingdeleterious(0)possibly_damaging(0.459)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
UHRF1SNVMissense_Mutationnovelc.901N>Tp.Pro301Serp.P301Sprotein_codingtolerated(0.3)benign(0.02)TCGA-E2-A9RU-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
UHRF1SNVMissense_Mutationnovelc.1456G>Tp.Gly486Trpp.G486Wprotein_codingdeleterious(0)probably_damaging(1)TCGA-OL-A6VR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UHRF1insertionNonsense_Mutationnovelc.1604_1605insATAATCTCGGCTp.Ala535_Glu536insTerp.A535_E536ins*protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
UHRF1insertionFrame_Shift_Insnovelc.761_762insCCTGCCTGGATTTCCAGCTTCTCTTGACAAATp.Glu255LeufsTer36p.E255Lfs*36protein_codingTCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UHRF1insertionIn_Frame_Insnovelc.1696_1697insCGCGCCp.Asn566delinsThrArgHisp.N566delinsTRHprotein_codingTCGA-B6-A0IM-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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