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: EPO

Gene summary for EPO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPO

Gene ID

2056

Gene nameerythropoietin
Gene AliasDBAL
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

G9JKG7


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
2056EPOHCC1_MengHumanLiverHCC5.37e-171.34e-010.0246
2056EPOS027HumanLiverHCC4.18e-092.07e+000.2446
2056EPOS028HumanLiverHCC1.67e-055.13e-010.2503
2056EPOS029HumanLiverHCC5.29e-111.41e+000.2581
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:200123322LiverHCCregulation of apoptotic signaling pathway226/7958356/187237.26e-165.68e-14226
GO:009719322LiverHCCintrinsic apoptotic signaling pathway184/7958288/187231.50e-138.32e-12184
GO:003166722LiverHCCresponse to nutrient levels276/7958474/187232.30e-121.08e-10276
GO:004854522LiverHCCresponse to steroid hormone206/7958339/187236.81e-122.92e-10206
GO:200123412LiverHCCnegative regulation of apoptotic signaling pathway145/7958224/187231.33e-115.36e-10145
GO:200124212LiverHCCregulation of intrinsic apoptotic signaling pathway109/7958164/187234.52e-101.45e-08109
GO:000758421LiverHCCresponse to nutrient111/7958174/187231.10e-082.73e-07111
GO:190165422LiverHCCresponse to ketone119/7958194/187238.65e-081.72e-06119
GO:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:200124312LiverHCCnegative regulation of intrinsic apoptotic signaling pathway67/795898/187231.97e-073.55e-0667
GO:190121412LiverHCCregulation of neuron death179/7958319/187235.65e-079.01e-06179
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:000166612LiverHCCresponse to hypoxia172/7958307/187231.06e-061.59e-05172
GO:003629312LiverHCCresponse to decreased oxygen levels179/7958322/187231.29e-061.87e-05179
GO:007048212LiverHCCresponse to oxygen levels191/7958347/187231.42e-062.03e-05191
GO:007121421LiverHCCcellular response to abiotic stimulus183/7958331/187231.59e-062.26e-05183
GO:010400421LiverHCCcellular response to environmental stimulus183/7958331/187231.59e-062.26e-05183
GO:003134611LiverHCCpositive regulation of cell projection organization193/7958353/187232.28e-063.08e-05193
GO:000756822LiverHCCaging185/7958339/187234.28e-065.50e-05185
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0406622LiverHCCHIF-1 signaling pathway70/4020109/84652.96e-041.36e-037.57e-0470
hsa0406632LiverHCCHIF-1 signaling pathway70/4020109/84652.96e-041.36e-037.57e-0470
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
∗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
EPOSNVMissense_Mutationc.246G>Tp.Glu82Aspp.E82DP01588protein_codingtolerated(0.33)benign(0.001)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EPOSNVMissense_Mutationnovelc.92N>Ap.Arg31Hisp.R31HP01588protein_codingtolerated(0.1)benign(0)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EPOSNVMissense_Mutationc.529N>Tp.Arg177Trpp.R177WP01588protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A1C8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnspecificCarboplatinSD
EPOSNVMissense_Mutationrs750589543c.91N>Tp.Arg31Cysp.R31CP01588protein_codingdeleterious(0)possibly_damaging(0.542)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
EPOSNVMissense_Mutationrs765261245c.293C>Tp.Ser98Leup.S98LP01588protein_codingdeleterious(0)benign(0.053)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
EPOSNVMissense_Mutationnovelc.92N>Ap.Arg31Hisp.R31HP01588protein_codingtolerated(0.1)benign(0)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
EPOSNVMissense_Mutationnovelc.22N>Ap.Ala8Thrp.A8TP01588protein_codingtolerated_low_confidence(0.5)benign(0.003)TCGA-D1-A1O7-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EPOSNVMissense_Mutationnovelc.466N>Tp.Pro156Serp.P156SP01588protein_codingtolerated(0.07)possibly_damaging(0.8)TCGA-78-7537-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
EPOSNVMissense_Mutationnovelc.526N>Ap.Leu176Ilep.L176IP01588protein_codingdeleterious(0.03)benign(0.238)TCGA-86-8673-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownPD
EPOSNVMissense_Mutationnovelc.527N>Ap.Leu176Hisp.L176HP01588protein_codingdeleterious(0)probably_damaging(0.998)TCGA-86-8673-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownPD
Page: 1 2 

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
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEALPHA INTERFERONCETUXIMAB2016633
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEMYCOPHENOLATE MOFETIL11750393
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEINTERLEUKIN-1-ALPHA8321378
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEARSENIC TRIOXIDE15690072
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEOXYMETHOLONEOXYMETHOLONE1009362
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEHUMAN CHORIONIC GONADOTROPIN11585432
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEMK-2578
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEGC-1113
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMELong-acting erythropoietin conjugate
2056EPOHORMONE ACTIVITY, CELL SURFACE, DRUGGABLE GENOMEErythropoietin-transfected autologous cell therapy
Page: 1 2