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: ELF3

Gene summary for ELF3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ELF3

Gene ID

1999

Gene nameE74 like ETS transcription factor 3
Gene AliasEPR-1
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

A0A024R974


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
1999ELF3GSM4909281HumanBreastIDC2.78e-05-3.36e-010.21
1999ELF3GSM4909282HumanBreastIDC2.97e-052.69e-01-0.0288
1999ELF3GSM4909286HumanBreastIDC1.26e-031.29e-010.1081
1999ELF3GSM4909288HumanBreastIDC1.35e-05-6.26e-010.0988
1999ELF3GSM4909290HumanBreastIDC3.82e-14-6.31e-010.2096
1999ELF3GSM4909294HumanBreastIDC2.45e-15-5.26e-010.2022
1999ELF3GSM4909296HumanBreastIDC1.08e-03-1.67e-010.1524
1999ELF3GSM4909297HumanBreastIDC2.19e-09-2.48e-010.1517
1999ELF3GSM4909299HumanBreastIDC3.80e-052.76e-010.035
1999ELF3GSM4909300HumanBreastIDC4.72e-044.84e-010.0334
1999ELF3GSM4909301HumanBreastIDC6.50e-244.77e-010.1577
1999ELF3GSM4909304HumanBreastIDC6.89e-13-5.49e-010.1636
1999ELF3GSM4909306HumanBreastIDC1.43e-134.44e-010.1564
1999ELF3GSM4909311HumanBreastIDC4.11e-37-6.21e-010.1534
1999ELF3GSM4909312HumanBreastIDC1.33e-03-2.43e-010.1552
1999ELF3GSM4909313HumanBreastIDC1.18e-135.23e-010.0391
1999ELF3GSM4909315HumanBreastIDC5.76e-26-7.68e-010.21
1999ELF3GSM4909316HumanBreastIDC6.89e-13-8.66e-010.21
1999ELF3GSM4909319HumanBreastIDC2.49e-45-6.45e-020.1563
1999ELF3GSM4909321HumanBreastIDC1.26e-486.88e-010.1559
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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.

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:00487329BreastPrecancergland development49/1080436/187236.11e-061.73e-0449
GO:00017017BreastPrecancerin utero embryonic development35/1080367/187232.47e-032.27e-0235
GO:00308796BreastPrecancermammary gland development16/1080137/187235.59e-034.07e-0216
GO:004873214BreastIDCgland development64/1434436/187233.47e-071.74e-0564
GO:003087911BreastIDCmammary gland development23/1434137/187232.87e-044.37e-0323
GO:00226127BreastIDCgland morphogenesis20/1434118/187236.13e-047.69e-0320
GO:000170113BreastIDCin utero embryonic development42/1434367/187235.85e-034.24e-0242
GO:004873223BreastDCISgland development60/1390436/187232.50e-068.74e-0560
GO:003087921BreastDCISmammary gland development22/1390137/187234.74e-046.24e-0322
GO:002261211BreastDCISgland morphogenesis18/1390118/187232.68e-032.36e-0218
GO:000170122BreastDCISin utero embryonic development41/1390367/187235.74e-034.13e-0241
GO:004873210CervixCCgland development84/2311436/187231.93e-053.54e-0484
GO:00017018CervixCCin utero embryonic development71/2311367/187237.21e-051.00e-0371
GO:00487712CervixCCtissue remodeling34/2311175/187234.68e-032.82e-0234
GO:00308797CervixCCmammary gland development28/2311137/187234.74e-032.83e-0228
GO:0030198CervixCCextracellular matrix organization52/2311301/187237.43e-033.98e-0252
GO:0043062CervixCCextracellular structure organization52/2311302/187237.92e-034.17e-0252
GO:0045229CervixCCexternal encapsulating structure organization52/2311304/187239.00e-034.57e-0252
GO:00226128CervixCCgland morphogenesis24/2311118/187239.01e-034.57e-0224
GO:004873215CervixN_HPVgland development25/534436/187237.93e-049.90e-0325
Page: 1 2 3 4 5 6 7 8 

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
ELF3MEGALiverHealthyFXYD2,LGALS4,AC090498.1, etc.3.80e-02The 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.
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
ELF3SNVMissense_Mutationc.22N>Gp.Ser8Glyp.S8GP78545protein_codingtolerated(0.15)benign(0.034)TCGA-E2-A15R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ELF3SNVMissense_Mutationrs750329636c.281N>Ap.Arg94Glnp.R94QP78545protein_codingtolerated(0.31)benign(0.013)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
ELF3SNVMissense_Mutationc.463G>Ap.Asp155Asnp.D155NP78545protein_codingtolerated(0.14)benign(0.244)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ELF3SNVMissense_Mutationc.752G>Ap.Arg251Glnp.R251QP78545protein_codingtolerated(0.06)probably_damaging(0.994)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ELF3SNVMissense_Mutationrs745722163c.203N>Tp.Ser68Leup.S68LP78545protein_codingdeleterious(0)possibly_damaging(0.503)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ELF3SNVMissense_Mutationc.1087N>Ap.Glu363Lysp.E363KP78545protein_codingtolerated(0.17)benign(0.306)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ELF3SNVMissense_Mutationc.198C>Gp.Phe66Leup.F66LP78545protein_codingtolerated(0.66)benign(0)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ELF3SNVMissense_Mutationc.163N>Ap.Glu55Lysp.E55KP78545protein_codingtolerated(0.25)benign(0.197)TCGA-4N-A93T-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaSD
ELF3SNVMissense_Mutationnovelc.473N>Gp.Pro158Argp.P158RP78545protein_codingtolerated(0.07)benign(0.157)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
ELF3SNVMissense_Mutationnovelc.440G>Tp.Gly147Valp.G147VP78545protein_codingtolerated(0.41)benign(0.034)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

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