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: EGLN3

Gene summary for EGLN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EGLN3

Gene ID

112399

Gene nameegl-9 family hypoxia inducible factor 3
Gene AliasHIFP4H3
Cytomap14q13.1
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

B3KVT0


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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
112399EGLN3GSM4909282HumanBreastIDC1.12e-043.40e-01-0.0288
112399EGLN3GSM4909286HumanBreastIDC7.01e-03-1.32e-010.1081
112399EGLN3GSM4909292HumanBreastIDC1.57e-088.55e-010.1236
112399EGLN3GSM4909301HumanBreastIDC3.11e-02-1.27e-010.1577
112399EGLN3GSM4909311HumanBreastIDC1.48e-02-1.32e-010.1534
112399EGLN3GSM4909315HumanBreastIDC1.25e-135.38e-010.21
112399EGLN3ctrl6HumanBreastPrecancer2.52e-105.86e-01-0.0061
112399EGLN3brca3HumanBreastPrecancer8.70e-235.48e-01-0.0263
112399EGLN3brca7HumanBreastPrecancer1.43e-119.76e-01-0.009
112399EGLN3brca10HumanBreastPrecancer7.40e-073.44e-01-0.0029
112399EGLN3DCIS2HumanBreastDCIS1.35e-02-8.13e-020.0085
112399EGLN3CA_HPV_2HumanCervixCC3.42e-042.34e-010.0391
112399EGLN3CCI_1HumanCervixCC1.01e-201.78e+000.528
112399EGLN3TumorHumanCervixCC4.39e-367.02e-010.1241
112399EGLN3sample1HumanCervixCC9.72e-196.67e-010.0959
112399EGLN3sample3HumanCervixCC3.54e-641.03e+000.1387
112399EGLN3H2HumanCervixHSIL_HPV2.74e-052.45e-010.0632
112399EGLN3L1HumanCervixCC1.22e-034.00e-010.0802
112399EGLN3T1HumanCervixCC4.47e-469.00e-010.0918
112399EGLN3T2HumanCervixCC1.46e-034.14e-010.0709
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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
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
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
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:19012148LungIACregulation of neuron death58/2061319/187238.28e-051.69e-0358
GO:00109508LungIACpositive regulation of endopeptidase activity35/2061179/187235.15e-047.37e-0335
GO:20010567LungIACpositive regulation of cysteine-type endopeptidase activity29/2061148/187231.44e-031.55e-0229
GO:00514028LungIACneuron apoptotic process43/2061246/187231.46e-031.57e-0243
GO:00432807LungIACpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process25/2061129/187233.43e-032.93e-0225
GO:004586220Oral cavityOSCCpositive regulation of proteolysis236/7305372/187236.53e-221.38e-19236
GO:200011620Oral cavityOSCCregulation of cysteine-type endopeptidase activity152/7305235/187231.14e-158.13e-14152
GO:004328120Oral cavityOSCCregulation of cysteine-type endopeptidase activity involved in apoptotic process137/7305209/187235.94e-153.80e-13137
GO:005254720Oral cavityOSCCregulation of peptidase activity255/7305461/187235.78e-132.75e-11255
GO:007048219Oral cavityOSCCresponse to oxygen levels200/7305347/187231.17e-125.13e-11200
GO:001095220Oral cavityOSCCpositive regulation of peptidase activity123/7305197/187232.12e-117.21e-10123
GO:000166619Oral cavityOSCCresponse to hypoxia177/7305307/187232.21e-117.50e-10177
GO:007099720Oral cavityOSCCneuron death202/7305361/187233.75e-111.23e-09202
GO:005254820Oral cavityOSCCregulation of endopeptidase activity235/7305432/187234.35e-111.40e-09235
GO:003629319Oral cavityOSCCresponse to decreased oxygen levels182/7305322/187231.14e-103.41e-09182
GO:190121420Oral cavityOSCCregulation of neuron death174/7305319/187231.09e-082.23e-07174
GO:001095019Oral cavityOSCCpositive regulation of endopeptidase activity107/7305179/187231.38e-082.78e-07107
GO:00182088Oral cavityOSCCpeptidyl-proline modification42/730558/187232.49e-073.92e-0642
GO:200105618Oral cavityOSCCpositive regulation of cysteine-type endopeptidase activity88/7305148/187233.59e-075.40e-0688
GO:005140217Oral cavityOSCCneuron apoptotic process134/7305246/187235.65e-078.19e-06134
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0406616BreastPrecancerHIF-1 signaling pathway23/684109/84651.51e-051.59e-041.22e-0423
hsa0406617BreastPrecancerHIF-1 signaling pathway23/684109/84651.51e-051.59e-041.22e-0423
hsa0406623BreastIDCHIF-1 signaling pathway22/867109/84651.36e-031.00e-027.50e-0322
hsa052118BreastIDCRenal cell carcinoma14/86769/84659.16e-034.37e-023.27e-0214
hsa0406633BreastIDCHIF-1 signaling pathway22/867109/84651.36e-031.00e-027.50e-0322
hsa0521113BreastIDCRenal cell carcinoma14/86769/84659.16e-034.37e-023.27e-0214
hsa0406642BreastDCISHIF-1 signaling pathway22/846109/84659.83e-047.05e-035.20e-0322
hsa0521123BreastDCISRenal cell carcinoma14/84669/84657.42e-033.48e-022.56e-0214
hsa0406652BreastDCISHIF-1 signaling pathway22/846109/84659.83e-047.05e-035.20e-0322
hsa0521133BreastDCISRenal cell carcinoma14/84669/84657.42e-033.48e-022.56e-0214
hsa052119CervixCCRenal cell carcinoma20/126769/84652.07e-038.17e-034.83e-0320
hsa0406618CervixCCHIF-1 signaling pathway27/1267109/84654.72e-031.64e-029.72e-0327
hsa0521114CervixCCRenal cell carcinoma20/126769/84652.07e-038.17e-034.83e-0320
hsa0406619CervixCCHIF-1 signaling pathway27/1267109/84654.72e-031.64e-029.72e-0327
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
hsa0406614LungIACHIF-1 signaling pathway22/1053109/84651.40e-024.84e-023.21e-0222
hsa0406615LungIACHIF-1 signaling pathway22/1053109/84651.40e-024.84e-023.21e-0222
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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
EGLN3SNVMissense_Mutationc.406N>Ap.Val136Metp.V136MQ9H6Z9protein_codingdeleterious(0)probably_damaging(0.99)TCGA-EA-A5ZD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EGLN3SNVMissense_Mutationrs375310922c.607G>Ap.Ala203Thrp.A203TQ9H6Z9protein_codingtolerated(0.09)benign(0.065)TCGA-A6-4105-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
EGLN3SNVMissense_Mutationnovelc.649N>Ap.Glu217Lysp.E217KQ9H6Z9protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EGLN3SNVMissense_Mutationc.380N>Ap.Gly127Glup.G127EQ9H6Z9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
EGLN3SNVMissense_Mutationc.293N>Cp.Ile98Thrp.I98TQ9H6Z9protein_codingdeleterious(0)benign(0.059)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EGLN3SNVMissense_Mutationnovelc.425A>Gp.Asp142Glyp.D142GQ9H6Z9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
EGLN3SNVMissense_Mutationnovelc.84C>Ap.Phe28Leup.F28LQ9H6Z9protein_codingtolerated(0.17)benign(0.007)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
EGLN3SNVMissense_Mutationnovelc.397G>Ap.Val133Ilep.V133IQ9H6Z9protein_codingtolerated(0.09)benign(0.12)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EGLN3SNVMissense_Mutationc.669N>Tp.Lys223Asnp.K223NQ9H6Z9protein_codingtolerated(0.33)benign(0.005)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EGLN3SNVMissense_Mutationc.589G>Ap.Glu197Lysp.E197KQ9H6Z9protein_codingdeleterious(0)probably_damaging(0.987)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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
112399EGLN3DRUGGABLE GENOME, ENZYMEinhibitor252827454
112399EGLN3DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL3544988DAPRODUSTAT
112399EGLN3DRUGGABLE GENOME, ENZYMEinhibitor252166666
112399EGLN3DRUGGABLE GENOME, ENZYMEFG-4592ROXADUSTAT
112399EGLN3DRUGGABLE GENOME, ENZYMEFG-2216
112399EGLN3DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL2338329ROXADUSTAT
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