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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: EPS8L1

Gene summary for EPS8L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPS8L1

Gene ID

54869

Gene nameEPS8 like 1
Gene AliasDRC3
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q8TE68


Top

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
54869EPS8L1AEH-subject1HumanEndometriumAEH2.50e-145.42e-01-0.3059
54869EPS8L1AEH-subject2HumanEndometriumAEH3.22e-256.80e-01-0.2525
54869EPS8L1EEC-subject2HumanEndometriumEEC1.45e-135.24e-01-0.2607
54869EPS8L1EEC-subject5HumanEndometriumEEC1.42e-032.48e-01-0.249
54869EPS8L1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.04e-041.85e-01-0.1917
54869EPS8L1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.05e-062.22e-01-0.1916
54869EPS8L1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC6.46e-084.31e-01-0.1269
54869EPS8L1LZE5THumanEsophagusESCC4.95e-085.52e-010.0514
54869EPS8L1LZE20THumanEsophagusESCC3.11e-043.28e-010.0662
54869EPS8L1LZE24THumanEsophagusESCC3.21e-094.51e-010.0596
54869EPS8L1P1T-EHumanEsophagusESCC8.95e-101.10e+000.0875
54869EPS8L1P5T-EHumanEsophagusESCC1.78e-036.04e-020.1327
54869EPS8L1P8T-EHumanEsophagusESCC4.66e-611.72e+000.0889
54869EPS8L1P17T-EHumanEsophagusESCC4.92e-093.68e-010.1278
54869EPS8L1P21T-EHumanEsophagusESCC9.35e-101.67e-010.1617
54869EPS8L1P23T-EHumanEsophagusESCC1.72e-211.07e+000.108
54869EPS8L1P24T-EHumanEsophagusESCC4.30e-102.18e-010.1287
54869EPS8L1P28T-EHumanEsophagusESCC1.26e-048.70e-020.1149
54869EPS8L1P31T-EHumanEsophagusESCC2.13e-022.04e-010.1251
54869EPS8L1P36T-EHumanEsophagusESCC3.36e-042.22e-010.1187
Page: 1 2 3 4 5 

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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00510567EndometriumAEHregulation of small GTPase mediated signal transduction59/2100302/187231.43e-053.03e-0459
GO:00072657EndometriumAEHRas protein signal transduction63/2100337/187233.09e-055.66e-0463
GO:19000275EndometriumAEHregulation of ruffle assembly11/210031/187233.44e-043.80e-0311
GO:00313468EndometriumAEHpositive regulation of cell projection organization61/2100353/187233.91e-044.20e-0361
GO:00971786EndometriumAEHruffle assembly13/210044/187237.79e-047.36e-0313
GO:00315296EndometriumAEHruffle organization15/210056/187239.88e-048.90e-0315
GO:00465786EndometriumAEHregulation of Ras protein signal transduction36/2100189/187231.01e-038.97e-0336
GO:00072667EndometriumAEHRho protein signal transduction28/2100137/187231.17e-031.01e-0228
GO:01200329EndometriumAEHregulation of plasma membrane bounded cell projection assembly34/2100186/187232.79e-032.01e-0234
GO:00604918EndometriumAEHregulation of cell projection assembly34/2100188/187233.33e-032.32e-0234
GO:00350236EndometriumAEHregulation of Rho protein signal transduction18/210086/187236.39e-033.79e-0218
GO:005105612EndometriumEECregulation of small GTPase mediated signal transduction61/2168302/187239.42e-062.08e-0461
GO:000726513EndometriumEECRas protein signal transduction64/2168337/187234.31e-057.10e-0464
GO:000726613EndometriumEECRho protein signal transduction30/2168137/187234.05e-044.31e-0330
GO:190002712EndometriumEECregulation of ruffle assembly11/216831/187234.54e-044.69e-0311
GO:003134613EndometriumEECpositive regulation of cell projection organization61/2168353/187238.82e-048.03e-0361
GO:004657813EndometriumEECregulation of Ras protein signal transduction37/2168189/187239.23e-048.32e-0337
GO:009717812EndometriumEECruffle assembly13/216844/187231.05e-039.17e-0313
GO:003152913EndometriumEECruffle organization15/216856/187231.37e-031.13e-0215
GO:003502313EndometriumEECregulation of Rho protein signal transduction20/216886/187231.65e-031.29e-0220
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
EPS8L1SNVMissense_Mutationc.2139N>Cp.Lys713Asnp.K713NQ8TE68protein_codingdeleterious(0)benign(0.42)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
EPS8L1SNVMissense_Mutationc.1729N>Gp.Arg577Glyp.R577GQ8TE68protein_codingtolerated(0.25)benign(0)TCGA-AO-A1KR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
EPS8L1SNVMissense_Mutationc.340N>Ap.Gly114Serp.G114SQ8TE68protein_codingtolerated(0.54)benign(0.409)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
EPS8L1insertionNonsense_Mutationnovelc.1554_1555insCTCAATAAATGACAGCTGTTTCTAGCTGTGTp.Asp519LeufsTer4p.D519Lfs*4Q8TE68protein_codingTCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
EPS8L1SNVMissense_Mutationc.1414C>Tp.Pro472Serp.P472SQ8TE68protein_codingtolerated(0.07)benign(0)TCGA-Q1-A5R3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
EPS8L1SNVMissense_Mutationrs200225675c.1771N>Ap.Glu591Lysp.E591KQ8TE68protein_codingtolerated(0.89)benign(0)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EPS8L1SNVMissense_Mutationc.952N>Ap.Asp318Asnp.D318NQ8TE68protein_codingdeleterious(0)possibly_damaging(0.452)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EPS8L1SNVMissense_Mutationc.868N>Tp.Arg290Cysp.R290CQ8TE68protein_codingdeleterious(0)possibly_damaging(0.854)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EPS8L1SNVMissense_Mutationc.1678N>Tp.Pro560Serp.P560SQ8TE68protein_codingtolerated(0.17)benign(0.003)TCGA-AA-3496-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EPS8L1SNVMissense_Mutationc.1714C>Tp.Arg572Cysp.R572CQ8TE68protein_codingtolerated(0.05)benign(0.445)TCGA-AA-3506-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

Top

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
Page: 1