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: SERPINE1

Gene summary for SERPINE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SERPINE1

Gene ID

5054

Gene nameserpin family E member 1
Gene AliasPAI
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

A0A024QYT5


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
5054SERPINE1GSM5276934HumanEndometriumEEC2.94e-216.01e-01-0.0913
5054SERPINE1GSM5276937HumanEndometriumEEC1.32e-591.25e+00-0.0897
5054SERPINE1LZE4THumanEsophagusESCC2.75e-056.59e-010.0811
5054SERPINE1P1T-EHumanEsophagusESCC4.73e-041.47e+000.0875
5054SERPINE1P4T-EHumanEsophagusESCC2.22e-161.28e+000.1323
5054SERPINE1P5T-EHumanEsophagusESCC9.14e-291.43e+000.1327
5054SERPINE1P10T-EHumanEsophagusESCC3.30e-096.07e-010.116
5054SERPINE1P11T-EHumanEsophagusESCC1.01e-193.30e+000.1426
5054SERPINE1P15T-EHumanEsophagusESCC1.72e-048.71e-010.1149
5054SERPINE1P17T-EHumanEsophagusESCC6.05e-081.85e+000.1278
5054SERPINE1P20T-EHumanEsophagusESCC7.56e-252.95e+000.1124
5054SERPINE1P21T-EHumanEsophagusESCC4.42e-261.73e+000.1617
5054SERPINE1P22T-EHumanEsophagusESCC3.29e-141.21e+000.1236
5054SERPINE1P23T-EHumanEsophagusESCC1.88e-081.74e+000.108
5054SERPINE1P24T-EHumanEsophagusESCC1.47e-091.30e+000.1287
5054SERPINE1P26T-EHumanEsophagusESCC2.67e-137.26e-010.1276
5054SERPINE1P27T-EHumanEsophagusESCC1.36e-232.12e+000.1055
5054SERPINE1P31T-EHumanEsophagusESCC1.09e-091.10e+000.1251
5054SERPINE1P32T-EHumanEsophagusESCC5.90e-542.56e+000.1666
5054SERPINE1P36T-EHumanEsophagusESCC6.34e-051.50e+000.1187
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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:200123317EndometriumEECregulation of apoptotic signaling pathway91/2168356/187231.31e-133.28e-1191
GO:001081016EndometriumEECregulation of cell-substrate adhesion63/2168221/187235.17e-128.85e-1063
GO:003158915EndometriumEECcell-substrate adhesion87/2168363/187231.95e-113.00e-0987
GO:004206017EndometriumEECwound healing92/2168422/187231.12e-099.58e-0892
GO:000195213EndometriumEECregulation of cell-matrix adhesion37/2168128/187238.21e-084.23e-0637
GO:005254717EndometriumEECregulation of peptidase activity91/2168461/187232.00e-078.93e-0691
GO:200123417EndometriumEECnegative regulation of apoptotic signaling pathway53/2168224/187232.53e-071.09e-0553
GO:009719117EndometriumEECextrinsic apoptotic signaling pathway52/2168219/187232.91e-071.20e-0552
GO:200123617EndometriumEECregulation of extrinsic apoptotic signaling pathway40/2168151/187233.33e-071.33e-0540
GO:000716014EndometriumEECcell-matrix adhesion54/2168233/187233.98e-071.56e-0554
GO:004586117EndometriumEECnegative regulation of proteolysis72/2168351/187238.46e-072.98e-0572
GO:005254817EndometriumEECregulation of endopeptidase activity82/2168432/187233.96e-061.04e-0482
GO:200014613EndometriumEECnegative regulation of cell motility71/2168359/187233.98e-061.04e-0471
GO:005127113EndometriumEECnegative regulation of cellular component movement72/2168367/187234.59e-061.15e-0472
GO:003033612EndometriumEECnegative regulation of cell migration67/2168344/187231.24e-052.54e-0467
GO:004001312EndometriumEECnegative regulation of locomotion74/2168391/187231.28e-052.59e-0474
GO:000756815EndometriumEECaging66/2168339/187231.46e-052.87e-0466
GO:005134615EndometriumEECnegative regulation of hydrolase activity72/2168379/187231.46e-052.87e-0472
GO:000689815EndometriumEECreceptor-mediated endocytosis51/2168244/187231.89e-053.50e-0451
GO:003010014EndometriumEECregulation of endocytosis45/2168211/187233.40e-055.78e-0445
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411524EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421829EsophagusESCCCellular senescence119/4205156/84655.89e-129.40e-114.81e-11119
hsa0493310EsophagusESCCAGE-RAGE signaling pathway in diabetic complications72/4205100/84654.15e-062.28e-051.17e-0572
hsa0406629EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa051425EsophagusESCCChagas disease65/4205102/84652.81e-037.59e-033.89e-0365
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0411534EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421838EsophagusESCCCellular senescence119/4205156/84655.89e-129.40e-114.81e-11119
hsa0493317EsophagusESCCAGE-RAGE signaling pathway in diabetic complications72/4205100/84654.15e-062.28e-051.17e-0572
hsa04066113EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa0514213EsophagusESCCChagas disease65/4205102/84652.81e-037.59e-033.89e-0365
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa04610LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa046101LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa046102LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa042187LiverCirrhoticCellular senescence66/2530156/84655.94e-043.60e-032.22e-0366
hsa0406612LiverCirrhoticHIF-1 signaling pathway46/2530109/84654.00e-031.59e-029.78e-0346
hsa046103LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa0421812LiverCirrhoticCellular senescence66/2530156/84655.94e-043.60e-032.22e-0366
hsa0406613LiverCirrhoticHIF-1 signaling pathway46/2530109/84654.00e-031.59e-029.78e-0346
Page: 1 2 3 

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
SERPINE1SNVMissense_Mutationc.407N>Cp.Phe136Serp.F136SP05121protein_codingdeleterious(0.05)probably_damaging(1)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
SERPINE1SNVMissense_Mutationc.748C>Gp.Pro250Alap.P250AP05121protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
SERPINE1SNVMissense_Mutationc.785C>Tp.Ala262Valp.A262VP05121protein_codingtolerated(0.31)probably_damaging(0.944)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SERPINE1insertionFrame_Shift_Insnovelc.292_293insAp.Leu98HisfsTer16p.L98Hfs*16P05121protein_codingTCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SERPINE1SNVMissense_Mutationnovelc.85N>Cp.Ser29Prop.S29PP05121protein_codingtolerated(0.22)benign(0.001)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SERPINE1SNVMissense_Mutationc.283N>Ap.Ala95Thrp.A95TP05121protein_codingdeleterious(0.04)benign(0.36)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SERPINE1SNVMissense_Mutationrs138483939c.1028C>Tp.Ala343Valp.A343VP05121protein_codingtolerated(1)benign(0.405)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SERPINE1SNVMissense_Mutationnovelc.672G>Ap.Met224Ilep.M224IP05121protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3872-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
SERPINE1SNVMissense_Mutationrs760569885c.1018N>Ap.Val340Ilep.V340IP05121protein_codingdeleterious(0.04)possibly_damaging(0.528)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SERPINE1SNVMissense_Mutationrs774647903c.1057N>Ap.Glu353Lysp.E353KP05121protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=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
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITOR9-CIS RETINOIC ACID9869165
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITOR5-BROMODEOXYURIDINE2537681
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORDEFIBROTIDEDEFIBROTIDE12745658
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORRETINOID8498603
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORLEVOTHYROXINELEVOTHYROXINE16075920
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORcitalopramCITALOPRAM18794724
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORCETRORELIXCETRORELIX16391860
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORUROKINASEUROKINASE
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORNORETHISTERONE ACETATE12385861
5054SERPINE1DRUGGABLE GENOME, PROTEASE INHIBITORinhibitorCHEMBL325424ALEPLASININ
Page: 1 2 3 4