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: UHRF2

Gene summary for UHRF2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UHRF2

Gene ID

115426

Gene nameubiquitin like with PHD and ring finger domains 2
Gene AliasNIRF
Cytomap9p24.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96PU4


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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
115426UHRF2HTA11_3410_2000001011HumanColorectumAD5.41e-07-3.11e-010.0155
115426UHRF2HTA11_7696_3000711011HumanColorectumAD3.88e-06-2.99e-010.0674
115426UHRF2HTA11_99999974143_84620HumanColorectumMSS2.90e-06-2.87e-010.3005
115426UHRF2A015-C-203HumanColorectumFAP2.03e-356.55e-01-0.1294
115426UHRF2A015-C-204HumanColorectumFAP3.05e-043.02e-01-0.0228
115426UHRF2A014-C-040HumanColorectumFAP8.25e-086.27e-01-0.1184
115426UHRF2A002-C-201HumanColorectumFAP3.42e-134.52e-010.0324
115426UHRF2A001-C-108HumanColorectumFAP6.99e-09-1.98e-02-0.0272
115426UHRF2A002-C-205HumanColorectumFAP1.20e-141.43e-01-0.1236
115426UHRF2A015-C-006HumanColorectumFAP1.15e-07-6.43e-03-0.0994
115426UHRF2A015-C-106HumanColorectumFAP1.32e-06-2.05e-03-0.0511
115426UHRF2A002-C-114HumanColorectumFAP4.89e-10-3.88e-02-0.1561
115426UHRF2A015-C-104HumanColorectumFAP1.66e-211.67e-01-0.1899
115426UHRF2A001-C-014HumanColorectumFAP1.32e-06-2.98e-020.0135
115426UHRF2A002-C-016HumanColorectumFAP4.68e-12-5.01e-020.0521
115426UHRF2A015-C-002HumanColorectumFAP4.09e-05-5.88e-02-0.0763
115426UHRF2A001-C-203HumanColorectumFAP1.25e-061.27e-02-0.0481
115426UHRF2A002-C-116HumanColorectumFAP6.65e-364.39e-01-0.0452
115426UHRF2A014-C-008HumanColorectumFAP1.38e-05-1.52e-01-0.191
115426UHRF2A018-E-020HumanColorectumFAP5.42e-11-6.77e-02-0.2034
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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
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:0051865ColorectumADprotein autoubiquitination28/391873/187234.87e-045.30e-0328
GO:00518651ColorectumMSSprotein autoubiquitination25/346773/187231.00e-031.00e-0225
GO:00518652ColorectumFAPprotein autoubiquitination22/262273/187232.88e-043.77e-0322
GO:00518653ColorectumCRCprotein autoubiquitination18/207873/187238.33e-041.04e-0218
GO:00182059ThyroidPTCpeptidyl-lysine modification188/5968376/187231.34e-137.09e-12188
GO:00518659ThyroidPTCprotein autoubiquitination40/596873/187234.17e-053.80e-0440
GO:00169256ThyroidPTCprotein sumoylation30/596853/187231.71e-041.31e-0330
GO:001820516ThyroidATCpeptidyl-lysine modification193/6293376/187236.92e-133.06e-11193
GO:005186513ThyroidATCprotein autoubiquitination41/629373/187236.14e-054.69e-0441
GO:001692513ThyroidATCprotein sumoylation30/629353/187234.84e-042.83e-0330
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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
UHRF2SNVMissense_Mutationc.316G>Cp.Gly106Argp.G106RQ96PU4protein_codingtolerated(0.05)benign(0.031)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
UHRF2SNVMissense_Mutationc.862G>Ap.Gly288Argp.G288RQ96PU4protein_codingdeleterious(0.01)benign(0.26)TCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UHRF2SNVMissense_Mutationnovelc.1819N>Tp.Arg607Cysp.R607CQ96PU4protein_codingdeleterious(0)probably_damaging(1)TCGA-OL-A66J-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UHRF2deletionIn_Frame_Delrs773686803c.1482_1487delNNNNNNp.Phe495_Ala496delp.F495_A496delQ96PU4protein_codingTCGA-AQ-A1H3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
UHRF2deletionIn_Frame_Delrs773686803c.1482_1487delNNNNNNp.Phe495_Ala496delp.F495_A496delQ96PU4protein_codingTCGA-E9-A1N5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
UHRF2SNVMissense_Mutationnovelc.641N>Gp.Asp214Glyp.D214GQ96PU4protein_codingdeleterious(0.04)probably_damaging(0.978)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UHRF2SNVMissense_Mutationnovelc.2396N>Ap.Ser799Asnp.S799NQ96PU4protein_codingtolerated(0.62)benign(0.068)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UHRF2SNVMissense_Mutationnovelc.1876G>Cp.Glu626Glnp.E626QQ96PU4protein_codingtolerated(0.12)benign(0.302)TCGA-C5-A7CO-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
UHRF2SNVMissense_Mutationc.251C>Gp.Ser84Cysp.S84CQ96PU4protein_codingdeleterious(0.03)possibly_damaging(0.76)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
UHRF2SNVMissense_Mutationc.584C>Tp.Thr195Metp.T195MQ96PU4protein_codingdeleterious(0.02)probably_damaging(0.971)TCGA-DS-A0VK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
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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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