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: RABEP2

Gene summary for RABEP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RABEP2

Gene ID

79874

Gene namerabaptin, RAB GTPase binding effector protein 2
Gene AliasFRA
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9H5N1


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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
79874RABEP2LZE2THumanEsophagusESCC9.07e-043.45e-010.082
79874RABEP2LZE4THumanEsophagusESCC6.17e-031.14e-010.0811
79874RABEP2LZE5THumanEsophagusESCC4.02e-032.05e-010.0514
79874RABEP2LZE7THumanEsophagusESCC6.68e-104.44e-010.0667
79874RABEP2LZE8THumanEsophagusESCC2.14e-029.21e-020.067
79874RABEP2LZE21D1HumanEsophagusHGIN3.56e-032.79e-010.0632
79874RABEP2LZE22THumanEsophagusESCC2.61e-032.91e-010.068
79874RABEP2LZE24THumanEsophagusESCC5.57e-266.57e-010.0596
79874RABEP2LZE21THumanEsophagusESCC3.01e-062.82e-010.0655
79874RABEP2P1T-EHumanEsophagusESCC3.44e-147.32e-010.0875
79874RABEP2P2T-EHumanEsophagusESCC1.61e-325.28e-010.1177
79874RABEP2P4T-EHumanEsophagusESCC8.64e-541.07e+000.1323
79874RABEP2P5T-EHumanEsophagusESCC4.31e-061.51e-010.1327
79874RABEP2P8T-EHumanEsophagusESCC8.08e-193.34e-010.0889
79874RABEP2P9T-EHumanEsophagusESCC5.22e-111.58e-010.1131
79874RABEP2P10T-EHumanEsophagusESCC3.60e-132.13e-010.116
79874RABEP2P11T-EHumanEsophagusESCC1.89e-124.73e-010.1426
79874RABEP2P12T-EHumanEsophagusESCC6.36e-334.92e-010.1122
79874RABEP2P15T-EHumanEsophagusESCC5.67e-152.61e-010.1149
79874RABEP2P16T-EHumanEsophagusESCC1.76e-122.07e-010.1153
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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
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:19021156EsophagusHGINregulation of organelle assembly46/2587186/187234.63e-051.12e-0346
GO:006049117EsophagusHGINregulation of cell projection assembly39/2587188/187235.61e-034.57e-0239
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:19021155Oral cavityOSCCregulation of organelle assembly109/7305186/187234.54e-088.45e-07109
GO:006049110Oral cavityOSCCregulation of cell projection assembly100/7305188/187235.27e-054.38e-04100
GO:012003216Oral cavityOSCCregulation of plasma membrane bounded cell projection assembly98/7305186/187231.00e-047.54e-0498
GO:190211513Oral cavityLPregulation of organelle assembly71/4623186/187232.94e-054.58e-0471
GO:006049116Oral cavityLPregulation of cell projection assembly66/4623188/187238.62e-047.49e-0366
GO:012003217Oral cavityLPregulation of plasma membrane bounded cell projection assembly64/4623186/187231.81e-031.37e-0264
GO:006049115ProstateTumorregulation of cell projection assembly52/3246188/187232.71e-042.24e-0352
GO:012003215ProstateTumorregulation of plasma membrane bounded cell projection assembly51/3246186/187233.87e-042.99e-0351
GO:190211512ProstateTumorregulation of organelle assembly51/3246186/187233.87e-042.99e-0351
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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
RABEP2SNVMissense_Mutationc.1181N>Ap.Ser394Tyrp.S394YQ9H5N1protein_codingtolerated(0.71)possibly_damaging(0.53)TCGA-A8-A099-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
RABEP2SNVMissense_Mutationc.157N>Cp.Glu53Glnp.E53QQ9H5N1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RABEP2SNVMissense_Mutationc.346G>Cp.Glu116Glnp.E116QQ9H5N1protein_codingdeleterious(0.03)possibly_damaging(0.904)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RABEP2SNVMissense_Mutationnovelc.643N>Ap.Gly215Argp.G215RQ9H5N1protein_codingdeleterious(0.03)benign(0.163)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RABEP2SNVMissense_Mutationnovelc.263N>Tp.Ala88Valp.A88VQ9H5N1protein_codingdeleterious(0.02)benign(0.253)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RABEP2SNVMissense_Mutationrs756554838c.400C>Tp.Pro134Serp.P134SQ9H5N1protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
RABEP2SNVMissense_Mutationnovelc.1498N>Tp.Leu500Phep.L500FQ9H5N1protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-GM-A5PX-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
RABEP2SNVMissense_Mutationnovelc.1093G>Ap.Glu365Lysp.E365KQ9H5N1protein_codingtolerated(0.16)probably_damaging(0.968)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RABEP2SNVMissense_Mutationc.254N>Gp.Ser85Trpp.S85WQ9H5N1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
RABEP2SNVMissense_Mutationc.254N>Tp.Ser85Leup.S85LQ9H5N1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<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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