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: ELK3

Gene summary for ELK3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ELK3

Gene ID

2004

Gene nameETS transcription factor ELK3
Gene AliasERP
Cytomap12q23.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024RBE2


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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
2004ELK3LZE20THumanEsophagusESCC8.02e-041.37e-020.0662
2004ELK3LZE24THumanEsophagusESCC1.23e-106.16e-020.0596
2004ELK3LZE6THumanEsophagusESCC3.27e-035.34e-020.0845
2004ELK3P1T-EHumanEsophagusESCC3.93e-021.63e-010.0875
2004ELK3P2T-EHumanEsophagusESCC4.24e-153.47e-010.1177
2004ELK3P4T-EHumanEsophagusESCC1.94e-071.22e-010.1323
2004ELK3P5T-EHumanEsophagusESCC1.69e-122.80e-010.1327
2004ELK3P8T-EHumanEsophagusESCC1.57e-142.26e-010.0889
2004ELK3P10T-EHumanEsophagusESCC2.07e-031.75e-020.116
2004ELK3P11T-EHumanEsophagusESCC1.76e-133.76e-010.1426
2004ELK3P12T-EHumanEsophagusESCC7.03e-072.67e-020.1122
2004ELK3P15T-EHumanEsophagusESCC2.33e-081.90e-010.1149
2004ELK3P16T-EHumanEsophagusESCC5.56e-06-1.82e-030.1153
2004ELK3P17T-EHumanEsophagusESCC2.14e-033.05e-010.1278
2004ELK3P19T-EHumanEsophagusESCC1.86e-046.84e-010.1662
2004ELK3P20T-EHumanEsophagusESCC2.58e-111.96e-010.1124
2004ELK3P21T-EHumanEsophagusESCC1.49e-132.71e-010.1617
2004ELK3P22T-EHumanEsophagusESCC1.81e-09-1.86e-020.1236
2004ELK3P23T-EHumanEsophagusESCC3.17e-114.86e-010.108
2004ELK3P24T-EHumanEsophagusESCC3.27e-051.49e-010.1287
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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
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:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:0042060110Oral cavityLPwound healing139/4623422/187237.10e-059.48e-04139
GO:004206026Oral cavityEOLPwound healing99/2218422/187231.18e-111.85e-0999
GO:004206033Oral cavityNEOLPwound healing106/2005422/187231.93e-171.91e-14106
GO:0042060112ThyroidPTCwound healing190/5968422/187237.72e-091.92e-07190
GO:004206034ThyroidATCwound healing210/6293422/187233.33e-121.37e-10210
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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
ELK3PLALiverHealthyTPT1-AS1,GAPT,TTC39C-AS1, etc.5.59e-01The 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.
∗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
ELK3insertionFrame_Shift_Insrs769175197c.518_519insCp.Val176ArgfsTer14p.V176Rfs*14P41970protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ELK3SNVMissense_Mutationc.668N>Gp.Ser223Cysp.S223CP41970protein_codingtolerated(0.07)probably_damaging(0.99)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ELK3SNVMissense_Mutationrs1064000c.488N>Tp.Thr163Metp.T163MP41970protein_codingtolerated(0.27)probably_damaging(0.985)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ELK3SNVMissense_Mutationc.1081C>Tp.Pro361Serp.P361SP41970protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ELK3SNVMissense_Mutationnovelc.69N>Cp.Leu23Phep.L23FP41970protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3684-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ELK3SNVMissense_Mutationc.446N>Tp.Asn149Ilep.N149IP41970protein_codingdeleterious(0)benign(0.4)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
ELK3SNVMissense_Mutationnovelc.14T>Cp.Ile5Thrp.I5TP41970protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ELK3SNVMissense_Mutationc.5N>Tp.Glu2Valp.E2VP41970protein_codingdeleterious(0)possibly_damaging(0.796)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
ELK3SNVMissense_Mutationnovelc.934N>Ap.Gly312Serp.G312SP41970protein_codingtolerated(1)probably_damaging(0.952)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ELK3SNVMissense_Mutationnovelc.143N>Ap.Arg48Glnp.R48QP41970protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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