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: EPOR

Gene summary for EPOR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPOR

Gene ID

2057

Gene nameerythropoietin receptor
Gene AliasEPO-R
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P19235


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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
2057EPORmale-WTAHumanThyroidPTC2.26e-374.21e-010.1037
2057EPORPTC01HumanThyroidPTC1.91e-061.67e-010.1899
2057EPORPTC03HumanThyroidPTC1.63e-033.63e-010.1784
2057EPORPTC04HumanThyroidPTC1.02e-446.96e-010.1927
2057EPORPTC05HumanThyroidPTC7.86e-115.75e-010.2065
2057EPORPTC06HumanThyroidPTC1.60e-276.93e-010.2057
2057EPORPTC07HumanThyroidPTC7.95e-254.13e-010.2044
2057EPORATC12HumanThyroidATC1.17e-028.87e-040.34
2057EPORATC13HumanThyroidATC4.71e-121.60e-010.34
2057EPORATC5HumanThyroidATC1.60e-111.87e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0061458112ThyroidPTCreproductive system development173/5968427/187238.70e-057.23e-04173
GO:0048608111ThyroidPTCreproductive structure development170/5968424/187231.86e-041.41e-03170
GO:0001890112ThyroidPTCplacenta development66/5968144/187233.06e-042.14e-0366
GO:000189315ThyroidPTCmaternal placenta development18/596835/187231.26e-024.90e-0218
GO:006145827ThyroidATCreproductive system development193/6293427/187233.32e-074.92e-06193
GO:004860825ThyroidATCreproductive structure development190/6293424/187238.40e-071.11e-05190
GO:000189026ThyroidATCplacenta development70/6293144/187231.33e-049.33e-0470
GO:000189321ThyroidATCmaternal placenta development21/629335/187231.22e-036.41e-0321
GO:000756517ThyroidATCfemale pregnancy82/6293193/187236.04e-032.42e-0282
GO:00601358ThyroidATCmaternal process involved in female pregnancy30/629362/187231.12e-024.00e-0230
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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
∗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
EPORSNVMissense_Mutationc.880G>Cp.Glu294Glnp.E294QP19235protein_codingtolerated(0.17)benign(0.056)TCGA-D8-A1JC-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
EPORSNVMissense_Mutationc.1409N>Tp.Ser470Leup.S470LP19235protein_codingtolerated(0.36)benign(0.17)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
EPORSNVMissense_Mutationc.145G>Ap.Glu49Lysp.E49KP19235protein_codingtolerated(0.25)benign(0.014)TCGA-E2-A15M-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EPORSNVMissense_Mutationnovelc.1498N>Ap.Leu500Metp.L500MP19235protein_codingtolerated(0.21)benign(0.133)TCGA-EW-A1IW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
EPORSNVMissense_Mutationc.529C>Tp.His177Tyrp.H177YP19235protein_codingtolerated(0.6)possibly_damaging(0.454)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EPORSNVMissense_Mutationc.803N>Gp.Val268Glyp.V268GP19235protein_codingtolerated(0.08)benign(0.163)TCGA-AD-6901-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
EPORSNVMissense_Mutationnovelc.334N>Tp.Ala112Serp.A112SP19235protein_codingtolerated(0.26)benign(0.021)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EPORSNVMissense_Mutationc.975N>Tp.Glu325Aspp.E325DP19235protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EPORSNVMissense_Mutationrs772993810c.971N>Tp.Thr324Metp.T324MP19235protein_codingtolerated(0.1)benign(0.036)TCGA-AP-A1DO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EPORSNVMissense_Mutationc.338N>Gp.Asp113Glyp.D113GP19235protein_codingdeleterious(0.02)possibly_damaging(0.868)TCGA-AX-A0J1-01Endometriumuterine 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
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEMETHOXY POLYETHYLENE GLYCOL-EPOETIN BETA
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEEpoetin zeta
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEagonistCHEMBL1201566DARBEPOETIN ALFA
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEagonist348353636CIBINETIDE
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEErepoXen
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEHEMATIDEPEGINESATIDE
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEagonistCHEMBL2107866PEGINESATIDE
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEDARBEPOETIN ALFA
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEDARBEPOETIN ALFA
2057EPORCLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSCRIPTION FACTOR, KINASE, DRUGGABLE GENOMEDarbepoetin alfa
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