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: EGLN2

Gene summary for EGLN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EGLN2

Gene ID

112398

Gene nameegl-9 family hypoxia inducible factor 2
Gene AliasEIT-6
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

A0A024R0R2


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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
112398EGLN2LZE4THumanEsophagusESCC7.06e-091.98e-010.0811
112398EGLN2LZE5THumanEsophagusESCC4.16e-045.03e-010.0514
112398EGLN2LZE7THumanEsophagusESCC5.04e-096.17e-010.0667
112398EGLN2LZE8THumanEsophagusESCC2.04e-083.52e-010.067
112398EGLN2LZE20THumanEsophagusESCC2.26e-082.40e-010.0662
112398EGLN2LZE22D1HumanEsophagusHGIN1.51e-021.74e-010.0595
112398EGLN2LZE22THumanEsophagusESCC3.75e-106.76e-010.068
112398EGLN2LZE24THumanEsophagusESCC4.39e-298.41e-010.0596
112398EGLN2LZE21THumanEsophagusESCC1.36e-022.84e-010.0655
112398EGLN2LZE6THumanEsophagusESCC1.55e-082.29e-010.0845
112398EGLN2P1T-EHumanEsophagusESCC5.15e-113.82e-010.0875
112398EGLN2P2T-EHumanEsophagusESCC3.89e-192.54e-010.1177
112398EGLN2P4T-EHumanEsophagusESCC2.63e-174.26e-010.1323
112398EGLN2P5T-EHumanEsophagusESCC1.07e-161.18e-010.1327
112398EGLN2P8T-EHumanEsophagusESCC7.87e-521.11e+000.0889
112398EGLN2P9T-EHumanEsophagusESCC3.88e-143.26e-010.1131
112398EGLN2P10T-EHumanEsophagusESCC1.39e-244.67e-010.116
112398EGLN2P11T-EHumanEsophagusESCC1.48e-114.45e-010.1426
112398EGLN2P12T-EHumanEsophagusESCC7.11e-338.00e-010.1122
112398EGLN2P15T-EHumanEsophagusESCC2.69e-184.58e-010.1149
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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
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
∗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:004217627EsophagusHGINregulation of protein catabolic process119/2587391/187238.09e-182.43e-15119
GO:000989626EsophagusHGINpositive regulation of catabolic process126/2587492/187231.46e-122.09e-10126
GO:004573227EsophagusHGINpositive regulation of protein catabolic process69/2587231/187231.66e-101.64e-0869
GO:007099727EsophagusHGINneuron death81/2587361/187235.01e-061.61e-0481
GO:003052220EsophagusHGINintracellular receptor signaling pathway62/2587265/187231.63e-054.50e-0462
GO:007048220EsophagusHGINresponse to oxygen levels76/2587347/187232.36e-056.25e-0476
GO:007145319EsophagusHGINcellular response to oxygen levels44/2587177/187235.88e-051.38e-0344
GO:004854527EsophagusHGINresponse to steroid hormone73/2587339/187236.06e-051.40e-0373
GO:003629320EsophagusHGINresponse to decreased oxygen levels70/2587322/187236.23e-051.44e-0370
GO:000166620EsophagusHGINresponse to hypoxia67/2587307/187237.82e-051.75e-0367
GO:003629419EsophagusHGINcellular response to decreased oxygen levels40/2587161/187231.26e-042.57e-0340
GO:190121424EsophagusHGINregulation of neuron death68/2587319/187231.46e-042.91e-0368
GO:007145610EsophagusHGINcellular response to hypoxia37/2587151/187232.98e-045.07e-0337
GO:001604919EsophagusHGINcell growth93/2587482/187234.49e-046.62e-0393
GO:003051818EsophagusHGINintracellular steroid hormone receptor signaling pathway29/2587116/187239.06e-041.15e-0229
GO:005140219EsophagusHGINneuron apoptotic process52/2587246/187231.01e-031.26e-0252
GO:007138320EsophagusHGINcellular response to steroid hormone stimulus44/2587204/187231.56e-031.79e-0244
GO:00182089EsophagusHGINpeptidyl-proline modification17/258758/187231.64e-031.82e-0217
GO:00305207EsophagusHGINintracellular estrogen receptor signaling pathway16/258754/187231.97e-032.08e-0216
GO:004340118EsophagusHGINsteroid hormone mediated signaling pathway31/2587136/187233.01e-032.88e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0521118EsophagusESCCRenal cell carcinoma51/420569/84653.29e-051.53e-047.83e-0551
hsa0406629EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa0521119EsophagusESCCRenal cell carcinoma51/420569/84653.29e-051.53e-047.83e-0551
hsa04066113EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa0521116Oral cavityOSCCRenal cell carcinoma51/370469/84653.30e-072.05e-061.04e-0651
hsa0406627Oral cavityOSCCHIF-1 signaling pathway68/3704109/84656.30e-052.48e-041.26e-0468
hsa0521117Oral cavityOSCCRenal cell carcinoma51/370469/84653.30e-072.05e-061.04e-0651
hsa04066112Oral cavityOSCCHIF-1 signaling pathway68/3704109/84656.30e-052.48e-041.26e-0468
hsa0521125Oral cavityLPRenal cell carcinoma30/241869/84655.60e-032.25e-021.45e-0230
hsa0406628Oral cavityLPHIF-1 signaling pathway42/2418109/84651.52e-024.75e-023.06e-0242
hsa0521135Oral cavityLPRenal cell carcinoma30/241869/84655.60e-032.25e-021.45e-0230
hsa0406636Oral cavityLPHIF-1 signaling pathway42/2418109/84651.52e-024.75e-023.06e-0242
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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
EGLN2insertionFrame_Shift_Insnovelc.1160_1161insCCCCTGCTGTACACATCAGGCAGTTGAGGCCCATp.Gln388ProfsTer44p.Q388Pfs*44Q96KS0protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EGLN2SNVMissense_Mutationrs756541267c.653N>Ap.Arg218Hisp.R218HQ96KS0protein_codingtolerated(0.12)possibly_damaging(0.835)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EGLN2SNVMissense_Mutationc.577N>Ap.Val193Ilep.V193IQ96KS0protein_codingtolerated(0.09)benign(0.084)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EGLN2SNVMissense_Mutationrs763273304c.854C>Tp.Ala285Valp.A285VQ96KS0protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EGLN2SNVMissense_Mutationc.481N>Ap.Ala161Thrp.A161TQ96KS0protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
EGLN2SNVMissense_Mutationc.1199N>Cp.Val400Alap.V400AQ96KS0protein_codingdeleterious_low_confidence(0.03)benign(0.21)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EGLN2SNVMissense_Mutationc.929N>Ap.Cys310Tyrp.C310YQ96KS0protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EGLN2SNVMissense_Mutationc.907G>Ap.Gly303Serp.G303SQ96KS0protein_codingdeleterious(0.04)possibly_damaging(0.566)TCGA-B5-A0JR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EGLN2SNVMissense_Mutationnovelc.598N>Ap.Ala200Thrp.A200TQ96KS0protein_codingtolerated(0.24)benign(0.053)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
EGLN2SNVMissense_Mutationnovelc.202G>Ap.Ala68Thrp.A68TQ96KS0protein_codingdeleterious_low_confidence(0)benign(0)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<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
112398EGLN2ENZYME, DRUGGABLE GENOMEBAY-85-3934
112398EGLN2ENZYME, DRUGGABLE GENOMEGSK1278863DAPRODUSTAT
112398EGLN2ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL2338329ROXADUSTAT
112398EGLN2ENZYME, DRUGGABLE GENOMEFG-4592ROXADUSTAT
112398EGLN2ENZYME, DRUGGABLE GENOMEFG-4592ROXADUSTAT
112398EGLN2ENZYME, DRUGGABLE GENOMEFG-2216
112398EGLN2ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL3544988DAPRODUSTAT
112398EGLN2ENZYME, DRUGGABLE GENOMEinhibitor252827454
112398EGLN2ENZYME, DRUGGABLE GENOMEAKB-6548VADADUSTAT
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