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: EPS8L2

Gene summary for EPS8L2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPS8L2

Gene ID

64787

Gene nameEPS8 like 2
Gene AliasDFNB106
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9H6S3


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
64787EPS8L2LZE4THumanEsophagusESCC5.22e-131.88e-010.0811
64787EPS8L2LZE5THumanEsophagusESCC4.00e-064.59e-010.0514
64787EPS8L2LZE8THumanEsophagusESCC6.98e-132.60e-010.067
64787EPS8L2LZE20THumanEsophagusESCC3.72e-022.89e-010.0662
64787EPS8L2LZE22D1HumanEsophagusHGIN5.18e-039.88e-020.0595
64787EPS8L2LZE22THumanEsophagusESCC2.49e-096.24e-010.068
64787EPS8L2LZE24THumanEsophagusESCC4.20e-094.77e-010.0596
64787EPS8L2LZE21THumanEsophagusESCC6.37e-072.36e-010.0655
64787EPS8L2P1T-EHumanEsophagusESCC2.30e-087.85e-010.0875
64787EPS8L2P2T-EHumanEsophagusESCC3.12e-224.72e-010.1177
64787EPS8L2P4T-EHumanEsophagusESCC1.82e-092.17e-010.1323
64787EPS8L2P5T-EHumanEsophagusESCC1.02e-061.38e-020.1327
64787EPS8L2P8T-EHumanEsophagusESCC8.11e-348.41e-010.0889
64787EPS8L2P9T-EHumanEsophagusESCC6.14e-202.59e-010.1131
64787EPS8L2P10T-EHumanEsophagusESCC2.41e-139.59e-020.116
64787EPS8L2P11T-EHumanEsophagusESCC2.76e-109.31e-010.1426
64787EPS8L2P12T-EHumanEsophagusESCC1.65e-183.78e-010.1122
64787EPS8L2P15T-EHumanEsophagusESCC3.28e-226.16e-010.1149
64787EPS8L2P16T-EHumanEsophagusESCC5.94e-122.06e-010.1153
64787EPS8L2P17T-EHumanEsophagusESCC2.88e-109.06e-010.1278
Page: 1 2 3 4 5 6 7 

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
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
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
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.

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:006049117EsophagusHGINregulation of cell projection assembly39/2587188/187235.61e-034.57e-0239
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:00315299EsophagusESCCruffle organization39/855256/187232.44e-041.51e-0339
GO:00971789EsophagusESCCruffle assembly32/855244/187232.50e-041.54e-0332
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:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
GO:01200347EsophagusESCCpositive regulation of plasma membrane bounded cell projection assembly64/8552105/187231.15e-035.70e-0364
GO:00465789EsophagusESCCregulation of Ras protein signal transduction106/8552189/187232.49e-031.08e-02106
GO:19000277EsophagusESCCregulation of ruffle assembly21/855231/187231.10e-023.70e-0221
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:000726511LiverCirrhoticRas protein signal transduction119/4634337/187238.16e-061.22e-04119
GO:000726611LiverCirrhoticRho protein signal transduction53/4634137/187232.05e-041.89e-0353
GO:00315294LiverCirrhoticruffle organization26/463456/187233.40e-042.91e-0326
GO:00971783LiverCirrhoticruffle assembly21/463444/187237.88e-045.79e-0321
GO:01200326LiverCirrhoticregulation of plasma membrane bounded cell projection assembly63/4634186/187233.16e-031.78e-0263
GO:19000273LiverCirrhoticregulation of ruffle assembly15/463431/187233.68e-032.02e-0215
GO:00604915LiverCirrhoticregulation of cell projection assembly63/4634188/187234.17e-032.22e-0263
GO:003502311LiverCirrhoticregulation of Rho protein signal transduction32/463486/187236.81e-033.35e-0232
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
EPS8L2SNVMissense_Mutationnovelc.1894N>Ap.Glu632Lysp.E632KQ9H6S3protein_codingdeleterious(0)benign(0.148)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
EPS8L2SNVMissense_Mutationnovelc.830N>Tp.Ala277Valp.A277VQ9H6S3protein_codingdeleterious(0)probably_damaging(0.935)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EPS8L2SNVMissense_Mutationnovelc.971N>Tp.Ala324Valp.A324VQ9H6S3protein_codingdeleterious(0)possibly_damaging(0.793)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EPS8L2SNVMissense_Mutationc.19N>Cp.Val7Leup.V7LQ9H6S3protein_codingtolerated_low_confidence(0.46)benign(0)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
EPS8L2deletionFrame_Shift_Delc.2137delGp.Glu713ArgfsTer114p.E713Rfs*114Q9H6S3protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EPS8L2SNVMissense_Mutationnovelc.775N>Ap.Leu259Ilep.L259IQ9H6S3protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
EPS8L2SNVMissense_Mutationrs369273038c.1072T>Cp.Cys358Argp.C358RQ9H6S3protein_codingdeleterious(0)possibly_damaging(0.598)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
EPS8L2SNVMissense_Mutationrs558489382c.19N>Ap.Val7Metp.V7MQ9H6S3protein_codingtolerated_low_confidence(0.32)benign(0)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EPS8L2SNVMissense_Mutationc.799G>Ap.Glu267Lysp.E267KQ9H6S3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
EPS8L2SNVMissense_Mutationc.258N>Tp.Lys86Asnp.K86NQ9H6S3protein_codingdeleterious(0)possibly_damaging(0.812)TCGA-AZ-6606-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolfiriPD
Page: 1 2 3 4 5 

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