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: PLGRKT

Gene summary for PLGRKT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLGRKT

Gene ID

55848

Gene nameplasminogen receptor with a C-terminal lysine
Gene AliasAD025
Cytomap9p24.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q9HBL7


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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
55848PLGRKTLZE2THumanEsophagusESCC9.40e-044.77e-010.082
55848PLGRKTLZE4THumanEsophagusESCC1.24e-081.57e-010.0811
55848PLGRKTLZE7THumanEsophagusESCC6.98e-105.75e-010.0667
55848PLGRKTLZE8THumanEsophagusESCC9.86e-063.21e-010.067
55848PLGRKTLZE24THumanEsophagusESCC1.71e-174.82e-010.0596
55848PLGRKTLZE6THumanEsophagusESCC5.13e-031.81e-010.0845
55848PLGRKTP1T-EHumanEsophagusESCC1.10e-022.29e-010.0875
55848PLGRKTP2T-EHumanEsophagusESCC1.18e-266.17e-010.1177
55848PLGRKTP4T-EHumanEsophagusESCC7.88e-246.57e-010.1323
55848PLGRKTP5T-EHumanEsophagusESCC3.30e-143.48e-010.1327
55848PLGRKTP8T-EHumanEsophagusESCC3.11e-082.42e-010.0889
55848PLGRKTP9T-EHumanEsophagusESCC4.84e-318.50e-010.1131
55848PLGRKTP10T-EHumanEsophagusESCC8.39e-264.77e-010.116
55848PLGRKTP11T-EHumanEsophagusESCC6.50e-241.02e+000.1426
55848PLGRKTP12T-EHumanEsophagusESCC3.22e-153.51e-010.1122
55848PLGRKTP15T-EHumanEsophagusESCC3.28e-123.30e-010.1149
55848PLGRKTP16T-EHumanEsophagusESCC1.75e-163.93e-010.1153
55848PLGRKTP17T-EHumanEsophagusESCC6.78e-033.85e-010.1278
55848PLGRKTP19T-EHumanEsophagusESCC2.22e-119.15e-010.1662
55848PLGRKTP20T-EHumanEsophagusESCC2.52e-133.94e-010.1124
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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
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.

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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:0045862111EsophagusESCCpositive regulation of proteolysis256/8552372/187237.88e-209.43e-18256
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:004586212LiverCirrhoticpositive regulation of proteolysis163/4634372/187234.18e-165.14e-14163
GO:00516046LiverCirrhoticprotein maturation121/4634294/187233.54e-101.68e-08121
GO:00316391LiverCirrhoticplasminogen activation18/463424/187233.24e-077.75e-0618
GO:00316381LiverCirrhoticzymogen activation31/463460/187236.48e-061.02e-0431
GO:00164853LiverCirrhoticprotein processing85/4634225/187239.01e-061.32e-0485
GO:00107551LiverCirrhoticregulation of plasminogen activation10/463413/187231.14e-041.14e-0310
GO:1903317LiverCirrhoticregulation of protein maturation28/463467/187231.60e-031.04e-0228
GO:0070613LiverCirrhoticregulation of protein processing26/463465/187234.73e-032.48e-0226
GO:004586222LiverHCCpositive regulation of proteolysis232/7958372/187235.66e-153.98e-13232
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:00316392LiverHCCplasminogen activation19/795824/187232.80e-042.02e-0319
GO:001648511LiverHCCprotein processing121/7958225/187234.01e-042.71e-03121
GO:00316382LiverHCCzymogen activation38/795860/187239.06e-045.33e-0338
GO:00107552LiverHCCregulation of plasminogen activation11/795813/187232.38e-031.16e-0211
GO:19033171LiverHCCregulation of protein maturation39/795867/187236.84e-032.74e-0239
GO:00706131LiverHCCregulation of protein processing37/795865/187231.33e-024.77e-0237
GO:004586220Oral cavityOSCCpositive regulation of proteolysis236/7305372/187236.53e-221.38e-19236
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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
PLGRKTSNVMissense_Mutationnovelc.209N>Tp.Ala70Valp.A70VQ9HBL7protein_codingtolerated(0.44)benign(0.015)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLGRKTSNVMissense_Mutationnovelc.74G>Ap.Arg25Glnp.R25QQ9HBL7protein_codingtolerated(0.47)benign(0.035)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
PLGRKTdeletionFrame_Shift_Delc.183delNp.Phe61LeufsTer8p.F61Lfs*8Q9HBL7protein_codingTCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
PLGRKTSNVMissense_Mutationnovelc.274A>Tp.Thr92Serp.T92SQ9HBL7protein_codingtolerated(0.25)benign(0.01)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PLGRKTSNVMissense_Mutationrs201380094c.215N>Tp.Ala72Valp.A72VQ9HBL7protein_codingtolerated(0.28)possibly_damaging(0.908)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLGRKTSNVMissense_Mutationrs201380094c.215C>Tp.Ala72Valp.A72VQ9HBL7protein_codingtolerated(0.28)possibly_damaging(0.908)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLGRKTSNVMissense_Mutationnovelc.35N>Ap.Ser12Asnp.S12NQ9HBL7protein_codingtolerated(1)benign(0)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
PLGRKTdeletionFrame_Shift_Delc.183delTp.Phe61LeufsTer8p.F61Lfs*8Q9HBL7protein_codingTCGA-A5-A0GW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLGRKTdeletionFrame_Shift_Delc.227delNp.Lys76ArgfsTer12p.K76Rfs*12Q9HBL7protein_codingTCGA-AP-A05N-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLGRKTdeletionFrame_Shift_Delc.227delAp.Lys76ArgfsTer12p.K76Rfs*12Q9HBL7protein_codingTCGA-BG-A18B-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
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