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: REPS2

Gene summary for REPS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REPS2

Gene ID

9185

Gene nameRALBP1 associated Eps domain containing 2
Gene AliasPOB1
CytomapXp22.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8NFH8


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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
9185REPS2047563_1562-all-cellsHumanProstateBPH7.49e-031.86e-010.0791
9185REPS2048752_1579-all-cellsHumanProstateBPH2.04e-235.43e-010.1008
9185REPS2052095_1628-all-cellsHumanProstateBPH2.86e-114.01e-010.1032
9185REPS2052097_1595-all-cellsHumanProstateBPH8.28e-387.37e-010.0972
9185REPS2052099_1652-all-cellsHumanProstateBPH2.79e-214.80e-010.1038
9185REPS2Dong_P1HumanProstateTumor1.27e-045.96e-020.035
9185REPS2GSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor3.58e-024.95e-010.1622
9185REPS2GSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor4.57e-043.56e-010.1545
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:003812710ProstateBPHERBB signaling pathway39/3107121/187231.69e-052.11e-0439
GO:00161978ProstateBPHendosomal transport62/3107230/187234.54e-054.77e-0462
GO:000717310ProstateBPHepidermal growth factor receptor signaling pathway34/3107108/187239.70e-059.04e-0434
GO:001619713ProstateTumorendosomal transport62/3246230/187231.65e-041.47e-0362
GO:003812714ProstateTumorERBB signaling pathway37/3246121/187232.42e-042.05e-0337
GO:000717314ProstateTumorepidermal growth factor receptor signaling pathway32/3246108/187231.12e-037.14e-0332
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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
REPS2SNVMissense_Mutationnovelc.1469N>Cp.Arg490Thrp.R490TQ8NFH8protein_codingdeleterious(0)probably_damaging(0.994)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
REPS2SNVMissense_Mutationnovelc.1135N>Ap.Asp379Asnp.D379NQ8NFH8protein_codingdeleterious(0.03)benign(0.075)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
REPS2SNVMissense_Mutationc.890C>Tp.Pro297Leup.P297LQ8NFH8protein_codingtolerated(1)benign(0.014)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
REPS2SNVMissense_Mutationc.761C>Tp.Ser254Phep.S254FQ8NFH8protein_codingdeleterious(0)probably_damaging(0.926)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
REPS2SNVMissense_Mutationnovelc.1381N>Gp.Ser461Alap.S461AQ8NFH8protein_codingdeleterious(0.02)possibly_damaging(0.675)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
REPS2SNVMissense_Mutationc.1367N>Ap.Arg456Lysp.R456KQ8NFH8protein_codingtolerated(0.28)possibly_damaging(0.6)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
REPS2SNVMissense_Mutationrs750209945c.1963N>Tp.Arg655Cysp.R655CQ8NFH8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
REPS2SNVMissense_Mutationc.325N>Cp.Phe109Leup.F109LQ8NFH8protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
REPS2SNVMissense_Mutationrs772735900c.376N>Tp.Arg126Trpp.R126WQ8NFH8protein_codingdeleterious(0)probably_damaging(0.94)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
REPS2SNVMissense_Mutationnovelc.989A>Gp.Asp330Glyp.D330GQ8NFH8protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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