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: RNF152

Gene summary for RNF152

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF152

Gene ID

220441

Gene namering finger protein 152
Gene AliasRNF152
Cytomap18q21.33
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

Q8N8N0


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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
220441RNF152HTA11_3410_2000001011HumanColorectumAD8.94e-16-6.03e-010.0155
220441RNF152HTA11_2951_2000001011HumanColorectumAD7.79e-03-6.63e-010.0216
220441RNF152HTA11_1938_2000001011HumanColorectumAD2.35e-07-6.24e-01-0.0811
220441RNF152HTA11_78_2000001011HumanColorectumAD6.00e-04-4.73e-01-0.1088
220441RNF152HTA11_3361_2000001011HumanColorectumAD2.41e-04-5.18e-01-0.1207
220441RNF152HTA11_696_2000001011HumanColorectumAD2.30e-09-4.46e-01-0.1464
220441RNF152HTA11_866_2000001011HumanColorectumAD2.19e-08-4.87e-01-0.1001
220441RNF152HTA11_1391_2000001011HumanColorectumAD7.29e-09-5.39e-01-0.059
220441RNF152HTA11_546_2000001011HumanColorectumAD9.14e-03-4.64e-01-0.0842
220441RNF152HTA11_866_3004761011HumanColorectumAD1.81e-14-6.06e-010.096
220441RNF152HTA11_8622_2000001021HumanColorectumSER1.89e-02-6.15e-010.0528
220441RNF152HTA11_10711_2000001011HumanColorectumAD9.49e-10-6.31e-010.0338
220441RNF152HTA11_7696_3000711011HumanColorectumAD7.84e-20-6.19e-010.0674
220441RNF152HTA11_6818_2000001021HumanColorectumAD5.81e-05-5.56e-010.0588
220441RNF152HTA11_99999970781_79442HumanColorectumMSS1.85e-26-6.33e-010.294
220441RNF152HTA11_99999965104_69814HumanColorectumMSS8.98e-08-6.25e-010.281
220441RNF152HTA11_99999971662_82457HumanColorectumMSS2.82e-27-6.52e-010.3859
220441RNF152HTA11_99999973899_84307HumanColorectumMSS1.39e-06-6.47e-010.2585
220441RNF152HTA11_99999974143_84620HumanColorectumMSS8.39e-34-6.63e-010.3005
220441RNF152F007HumanColorectumFAP1.27e-09-5.97e-010.1176
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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
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
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:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:0000209ColorectumADprotein polyubiquitination78/3918236/187238.71e-062.06e-0478
GO:0031667ColorectumADresponse to nutrient levels138/3918474/187231.22e-052.68e-04138
GO:0070936ColorectumADprotein K48-linked ubiquitination27/391865/187231.31e-041.88e-0327
GO:0042594ColorectumADresponse to starvation63/3918197/187231.77e-042.38e-0363
GO:0071496ColorectumADcellular response to external stimulus94/3918320/187231.98e-042.64e-0394
GO:0010508ColorectumADpositive regulation of autophagy43/3918124/187232.64e-043.27e-0343
GO:0009267ColorectumADcellular response to starvation51/3918156/187233.90e-044.44e-0351
GO:0031668ColorectumADcellular response to extracellular stimulus71/3918246/187231.86e-031.52e-0271
GO:0031669ColorectumADcellular response to nutrient levels63/3918215/187232.19e-031.73e-0263
GO:0070534ColorectumADprotein K63-linked ubiquitination20/391856/187237.57e-034.58e-0220
GO:00098961ColorectumSERpositive regulation of catabolic process132/2897492/187234.16e-116.72e-09132
GO:00313311ColorectumSERpositive regulation of cellular catabolic process114/2897427/187231.22e-091.27e-07114
GO:00316671ColorectumSERresponse to nutrient levels106/2897474/187233.94e-051.00e-03106
GO:00105061ColorectumSERregulation of autophagy74/2897317/187231.39e-042.77e-0374
GO:00002091ColorectumSERprotein polyubiquitination58/2897236/187231.69e-043.18e-0358
GO:00425941ColorectumSERresponse to starvation47/2897197/187231.31e-031.45e-0247
GO:00714961ColorectumSERcellular response to external stimulus70/2897320/187231.40e-031.53e-0270
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04150ColorectumMSSmTOR signaling pathway47/1875156/84651.19e-023.99e-022.44e-0247
hsa041501ColorectumMSSmTOR signaling pathway47/1875156/84651.19e-023.99e-022.44e-0247
hsa041502LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa0415011LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
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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
RNF152insertionFrame_Shift_Insnovelc.373_374insTATACAAAATACATTTACTTCATTTTAGCAGAAATGGGTTGp.Ser125IlefsTer23p.S125Ifs*23Q8N8N0protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
RNF152SNVMissense_Mutationrs767426822c.64N>Tp.Arg22Trpp.R22WQ8N8N0protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF152SNVMissense_Mutationnovelc.553N>Gp.Ile185Valp.I185VQ8N8N0protein_codingtolerated(0.18)possibly_damaging(0.785)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RNF152SNVMissense_Mutationrs565129525c.332N>Tp.Ala111Valp.A111VQ8N8N0protein_codingtolerated(0.71)benign(0.024)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
RNF152SNVMissense_Mutationrs768728944c.148N>Tp.Arg50Trpp.R50WQ8N8N0protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF152SNVMissense_Mutationc.68N>Ap.Arg23Hisp.R23HQ8N8N0protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RNF152SNVMissense_Mutationrs565129525c.332N>Tp.Ala111Valp.A111VQ8N8N0protein_codingtolerated(0.71)benign(0.024)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RNF152SNVMissense_Mutationrs780179925c.586N>Tp.Arg196Cysp.R196CQ8N8N0protein_codingdeleterious_low_confidence(0)probably_damaging(0.985)TCGA-G5-6572-02ColorectumNANANANANANANA
RNF152SNVMissense_Mutationrs143882510c.388N>Ap.Val130Ilep.V130IQ8N8N0protein_codingtolerated(0.6)benign(0)TCGA-AP-A1DH-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RNF152SNVMissense_Mutationnovelc.566A>Gp.Asn189Serp.N189SQ8N8N0protein_codingtolerated(0.16)probably_damaging(0.935)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
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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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