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: RNF150

Gene summary for RNF150

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF150

Gene ID

57484

Gene namering finger protein 150
Gene AliasRNF150
Cytomap4q31.21
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9ULK6


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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
57484RNF150AEH-subject2HumanEndometriumAEH5.80e-052.61e-01-0.2525
57484RNF150AEH-subject3HumanEndometriumAEH4.44e-083.21e-01-0.2576
57484RNF150AEH-subject4HumanEndometriumAEH8.72e-094.50e-01-0.2657
57484RNF150EEC-subject1HumanEndometriumEEC5.17e-083.30e-01-0.2682
57484RNF150EEC-subject2HumanEndometriumEEC2.68e-052.88e-01-0.2607
57484RNF150EEC-subject3HumanEndometriumEEC8.50e-09-1.02e-01-0.2525
57484RNF150EEC-subject4HumanEndometriumEEC2.15e-021.49e-01-0.2571
57484RNF150EEC-subject5HumanEndometriumEEC2.91e-063.31e-01-0.249
57484RNF150GSM5276934HumanEndometriumEEC4.23e-05-1.42e-01-0.0913
57484RNF150GSM5276935HumanEndometriumEEC2.54e-05-1.42e-01-0.123
57484RNF150GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.65e-071.00e-01-0.1869
57484RNF150GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.28e-06-5.37e-03-0.1875
57484RNF150GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.89e-073.93e-02-0.1883
57484RNF150GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.74e-048.70e-02-0.1934
57484RNF150GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC7.50e-162.36e-01-0.1917
57484RNF150GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.80e-132.22e-01-0.1916
57484RNF150HTA12-15-2HumanPancreasPDAC2.40e-022.81e-010.2315
57484RNF150HTA12-23-1HumanPancreasPDAC1.02e-035.62e-010.3405
57484RNF150HTA12-26-1HumanPancreasPDAC1.13e-116.98e-010.3728
57484RNF150HTA12-29-1HumanPancreasPDAC1.70e-205.41e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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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
RNF150SNVMissense_Mutationnovelc.103N>Ap.Glu35Lysp.E35KQ9ULK6protein_codingtolerated(0.12)benign(0.173)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
RNF150SNVMissense_Mutationrs368156046c.11C>Tp.Ser4Phep.S4FQ9ULK6protein_codingdeleterious_low_confidence(0)probably_damaging(0.99)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
RNF150SNVMissense_Mutationrs267600025c.623C>Tp.Ser208Leup.S208LQ9ULK6protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RNF150SNVMissense_Mutationnovelc.296N>Ap.Arg99Hisp.R99HQ9ULK6protein_codingtolerated(0.23)benign(0.17)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF150SNVMissense_Mutationnovelc.481N>Ap.Ala161Thrp.A161TQ9ULK6protein_codingtolerated(0.23)benign(0.046)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RNF150SNVMissense_Mutationrs267600025c.623N>Tp.Ser208Leup.S208LQ9ULK6protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RNF150SNVMissense_Mutationnovelc.418N>Ap.Ala140Thrp.A140TQ9ULK6protein_codingdeleterious(0.01)probably_damaging(0.981)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RNF150SNVMissense_Mutationc.764N>Tp.Ala255Valp.A255VQ9ULK6protein_codingtolerated(0.14)possibly_damaging(0.685)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RNF150SNVMissense_Mutationc.512N>Ap.Ile171Asnp.I171NQ9ULK6protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RNF150SNVMissense_Mutationnovelc.5N>Tp.Ala2Valp.A2VQ9ULK6protein_codingtolerated_low_confidence(0.15)benign(0)TCGA-CK-4951-01Colorectumcolon 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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