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: EHBP1L1

Gene summary for EHBP1L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EHBP1L1

Gene ID

254102

Gene nameEH domain binding protein 1 like 1
Gene AliasEHBP1L1
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q8N3D4


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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
254102EHBP1L1C30HumanOral cavityOSCC2.08e-251.06e+000.3055
254102EHBP1L1C51HumanOral cavityOSCC1.85e-085.98e-010.2674
254102EHBP1L1C57HumanOral cavityOSCC8.63e-052.41e-010.1679
254102EHBP1L1C08HumanOral cavityOSCC5.21e-062.55e-010.1919
254102EHBP1L1LN22HumanOral cavityOSCC7.32e-034.70e-010.1733
254102EHBP1L1EOLP-1HumanOral cavityEOLP4.82e-072.24e-01-0.0202
254102EHBP1L1NEOLP-3HumanOral cavityNEOLP2.82e-021.71e-01-0.0191
254102EHBP1L1SYSMH1HumanOral cavityOSCC1.16e-145.04e-010.1127
254102EHBP1L1SYSMH2HumanOral cavityOSCC6.66e-083.70e-010.2326
254102EHBP1L1SYSMH3HumanOral cavityOSCC1.55e-124.98e-010.2442
254102EHBP1L1SYSMH5HumanOral cavityOSCC2.84e-225.87e-010.0647
254102EHBP1L1male-WTAHumanThyroidPTC2.29e-026.91e-020.1037
254102EHBP1L1PTC03HumanThyroidPTC1.79e-072.52e-010.1784
254102EHBP1L1PTC04HumanThyroidPTC5.11e-122.71e-010.1927
254102EHBP1L1PTC05HumanThyroidPTC3.67e-165.25e-010.2065
254102EHBP1L1PTC06HumanThyroidPTC2.51e-214.65e-010.2057
254102EHBP1L1PTC07HumanThyroidPTC1.90e-142.42e-010.2044
254102EHBP1L1ATC09HumanThyroidATC1.28e-288.99e-010.2871
254102EHBP1L1ATC11HumanThyroidATC5.35e-044.33e-010.3386
254102EHBP1L1ATC12HumanThyroidATC9.23e-234.28e-010.34
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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
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
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
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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
EHBP1L1SNVMissense_Mutationnovelc.352N>Tp.Val118Leup.V118LQ8N3D4protein_codingdeleterious(0.02)possibly_damaging(0.826)TCGA-AC-A2QJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
EHBP1L1SNVMissense_Mutationnovelc.2887N>Cp.Glu963Glnp.E963QQ8N3D4protein_codingtolerated(0.1)benign(0.184)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EHBP1L1SNVMissense_Mutationrs764167148c.149N>Ap.Arg50Hisp.R50HQ8N3D4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EHBP1L1SNVMissense_Mutationc.3395N>Tp.Thr1132Metp.T1132MQ8N3D4protein_codingdeleterious(0.01)probably_damaging(0.944)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EHBP1L1SNVMissense_Mutationc.2087N>Gp.Ser696Cysp.S696CQ8N3D4protein_codingdeleterious(0.04)possibly_damaging(0.533)TCGA-E9-A1N5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
EHBP1L1insertionFrame_Shift_Insnovelc.1206_1207insCCTGGAGTTCGCTTGTTAATTTATTTTCCTTCTTp.Ala403ProfsTer15p.A403Pfs*15Q8N3D4protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
EHBP1L1SNVMissense_Mutationrs759333764c.148N>Tp.Arg50Cysp.R50CQ8N3D4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EHBP1L1SNVMissense_Mutationnovelc.4384N>Tp.His1462Tyrp.H1462YQ8N3D4protein_codingdeleterious(0)possibly_damaging(0.825)TCGA-4J-AA1J-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EHBP1L1SNVMissense_Mutationnovelc.494A>Cp.Asp165Alap.D165AQ8N3D4protein_codingdeleterious(0)probably_damaging(0.954)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
EHBP1L1SNVMissense_Mutationc.2546C>Tp.Ser849Leup.S849LQ8N3D4protein_codingdeleterious(0.04)benign(0.003)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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