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: EBPL

Gene summary for EBPL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EBPL

Gene ID

84650

Gene nameEBP like
Gene AliasEBRP
Cytomap13q14.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A0A0A0MRV2


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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
84650EBPLHTA11_347_2000001011HumanColorectumAD1.37e-064.99e-01-0.1954
84650EBPLHTA11_1391_2000001011HumanColorectumAD4.20e-034.71e-01-0.059
84650EBPLHTA11_99999965104_69814HumanColorectumMSS1.98e-181.08e+000.281
84650EBPLHTA11_99999971662_82457HumanColorectumMSS7.64e-259.11e-010.3859
84650EBPLHTA11_99999974143_84620HumanColorectumMSS7.46e-054.08e-010.3005
84650EBPLA015-C-203HumanColorectumFAP3.27e-07-1.89e-01-0.1294
84650EBPLA002-C-201HumanColorectumFAP3.21e-03-1.45e-010.0324
84650EBPLA001-C-108HumanColorectumFAP3.62e-02-1.07e-01-0.0272
84650EBPLA002-C-205HumanColorectumFAP7.66e-07-2.04e-01-0.1236
84650EBPLA002-C-114HumanColorectumFAP1.02e-08-2.44e-01-0.1561
84650EBPLA015-C-104HumanColorectumFAP7.08e-08-1.76e-01-0.1899
84650EBPLA001-C-014HumanColorectumFAP1.97e-02-1.41e-010.0135
84650EBPLA002-C-016HumanColorectumFAP1.28e-04-1.59e-010.0521
84650EBPLA015-C-002HumanColorectumFAP2.65e-05-2.44e-01-0.0763
84650EBPLA002-C-116HumanColorectumFAP1.66e-05-1.48e-01-0.0452
84650EBPLA018-E-020HumanColorectumFAP5.27e-05-1.85e-01-0.2034
84650EBPLF034HumanColorectumFAP1.22e-02-1.20e-01-0.0665
84650EBPLAEH-subject1HumanEndometriumAEH3.56e-12-3.77e-01-0.3059
84650EBPLAEH-subject2HumanEndometriumAEH4.94e-22-4.97e-01-0.2525
84650EBPLAEH-subject3HumanEndometriumAEH4.49e-11-2.83e-01-0.2576
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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
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
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
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
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
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:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:00161251LiverCirrhoticsterol metabolic process75/4634152/187234.54e-112.61e-0975
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:00161252LiverHCCsterol metabolic process101/7958152/187231.99e-095.63e-08101
GO:00161253Oral cavityOSCCsterol metabolic process77/7305152/187232.26e-031.00e-0277
GO:00082024Oral cavityOSCCsteroid metabolic process146/7305319/187237.78e-032.85e-02146
GO:001612511Oral cavityLPsterol metabolic process51/4623152/187238.57e-034.63e-0251
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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
EBPLSNVMissense_Mutationnovelc.589N>Gp.Lys197Glup.K197EQ9BY08protein_codingtolerated(0.35)benign(0.021)TCGA-B6-A40B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EBPLdeletionFrame_Shift_Delrs765134934c.516delTp.Phe172LeufsTer7p.F172Lfs*7Q9BY08protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EBPLinsertionNonsense_Mutationnovelc.279_280insCCCAGGAGTTTGAGACCAGCCTAGGCAATACAAp.Tyr93_Phe94insProArgSerLeuArgProAlaTerAlaIleGlnp.Y93_F94insPRSLRPA*AIQQ9BY08protein_codingTCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
EBPLdeletionFrame_Shift_Delrs765134934c.516delNp.Phe172LeufsTer7p.F172Lfs*7Q9BY08protein_codingTCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EBPLSNVMissense_Mutationnovelc.479G>Ap.Ser160Asnp.S160NQ9BY08protein_codingtolerated(0.26)benign(0.028)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
EBPLSNVMissense_Mutationrs200901347c.520G>Ap.Gly174Serp.G174SQ9BY08protein_codingtolerated(0.28)possibly_damaging(0.796)TCGA-CM-6168-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EBPLSNVMissense_Mutationc.421N>Ap.Gly141Serp.G141SQ9BY08protein_codingdeleterious(0.03)possibly_damaging(0.899)TCGA-AG-4021-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownPD
EBPLSNVMissense_Mutationnovelc.557N>Cp.Gln186Prop.Q186PQ9BY08protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
EBPLSNVMissense_Mutationnovelc.483N>Ap.Asn161Lysp.N161KQ9BY08protein_codingdeleterious(0)possibly_damaging(0.726)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
EBPLSNVMissense_Mutationrs754650479c.412N>Ap.Glu138Lysp.E138KQ9BY08protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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