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: PLK3

Gene summary for PLK3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLK3

Gene ID

1263

Gene namepolo like kinase 3
Gene AliasCNK
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

Q9H4B4


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
1263PLK3LZE4THumanEsophagusESCC3.86e-02-8.04e-020.0811
1263PLK3LZE20THumanEsophagusESCC1.03e-044.14e-010.0662
1263PLK3LZE21D1HumanEsophagusHGIN1.07e-023.87e-010.0632
1263PLK3LZE24THumanEsophagusESCC3.73e-105.67e-010.0596
1263PLK3P1T-EHumanEsophagusESCC3.83e-088.52e-010.0875
1263PLK3P2T-EHumanEsophagusESCC9.21e-225.96e-010.1177
1263PLK3P4T-EHumanEsophagusESCC7.35e-113.93e-010.1323
1263PLK3P5T-EHumanEsophagusESCC8.29e-217.65e-010.1327
1263PLK3P8T-EHumanEsophagusESCC3.90e-173.10e-010.0889
1263PLK3P9T-EHumanEsophagusESCC8.61e-063.56e-010.1131
1263PLK3P11T-EHumanEsophagusESCC4.98e-131.49e+000.1426
1263PLK3P12T-EHumanEsophagusESCC1.86e-102.42e-010.1122
1263PLK3P15T-EHumanEsophagusESCC3.21e-042.27e-010.1149
1263PLK3P16T-EHumanEsophagusESCC2.47e-08-5.92e-020.1153
1263PLK3P17T-EHumanEsophagusESCC1.59e-054.45e-010.1278
1263PLK3P20T-EHumanEsophagusESCC1.48e-171.06e+000.1124
1263PLK3P21T-EHumanEsophagusESCC9.72e-391.26e+000.1617
1263PLK3P22T-EHumanEsophagusESCC1.47e-063.36e-020.1236
1263PLK3P23T-EHumanEsophagusESCC5.50e-301.02e+000.108
1263PLK3P24T-EHumanEsophagusESCC2.80e-134.19e-010.1287
Page: 1 2 3 4 5 6 

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
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
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:003157112LungAISmitotic G1 DNA damage checkpoint11/184930/187237.81e-051.98e-0311
GO:004481911LungAISmitotic G1/S transition checkpoint11/184931/187231.10e-042.57e-0311
GO:003629313LungAISresponse to decreased oxygen levels53/1849322/187231.42e-043.09e-0353
GO:003629412LungAIScellular response to decreased oxygen levels31/1849161/187232.15e-044.36e-0331
GO:007145312LungAIScellular response to oxygen levels33/1849177/187232.56e-044.96e-0333
GO:003315712LungAISregulation of intracellular protein transport40/1849229/187232.58e-044.97e-0340
GO:000166613LungAISresponse to hypoxia50/1849307/187232.79e-045.26e-0350
GO:000703011LungAISGolgi organization30/1849157/187233.09e-045.63e-0330
GO:007145612LungAIScellular response to hypoxia29/1849151/187233.54e-046.32e-0329
GO:00512228LungAISpositive regulation of protein transport49/1849303/187233.78e-046.61e-0349
GO:007048213LungAISresponse to oxygen levels54/1849347/187235.15e-048.38e-0354
GO:000008211LungAISG1/S transition of mitotic cell cycle37/1849214/187235.26e-048.42e-0337
GO:004484311LungAIScell cycle G1/S phase transition40/1849241/187237.43e-041.07e-0240
GO:00447731LungAISmitotic DNA damage checkpoint18/184981/187237.81e-041.11e-0218
GO:003238612LungAISregulation of intracellular transport52/1849337/187237.89e-041.11e-0252
GO:003112211LungAIScytoplasmic microtubule organization14/184956/187238.61e-041.17e-0214
GO:19049518LungAISpositive regulation of establishment of protein localization49/1849319/187231.21e-031.54e-0249
GO:00447741LungAISmitotic DNA integrity checkpoint18/184985/187231.41e-031.73e-0218
GO:000007711LungAISDNA damage checkpoint22/1849115/187231.82e-032.05e-0222
GO:001050812LungAISpositive regulation of autophagy23/1849124/187232.22e-032.37e-0223
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 34 35 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040689EsophagusESCCFoxO signaling pathway89/4205131/84651.56e-057.98e-054.09e-0589
hsa046259EsophagusESCCC-type lectin receptor signaling pathway73/4205104/84651.57e-057.98e-054.09e-0573
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0406814EsophagusESCCFoxO signaling pathway89/4205131/84651.56e-057.98e-054.09e-0589
hsa0462513EsophagusESCCC-type lectin receptor signaling pathway73/4205104/84651.57e-057.98e-054.09e-0573
hsa0515212EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa04625LungIACC-type lectin receptor signaling pathway26/1053104/84653.15e-043.11e-032.06e-0326
hsa040686LungIACFoxO signaling pathway29/1053131/84651.25e-038.24e-035.47e-0329
hsa046251LungIACC-type lectin receptor signaling pathway26/1053104/84653.15e-043.11e-032.06e-0326
hsa0406811LungIACFoxO signaling pathway29/1053131/84651.25e-038.24e-035.47e-0329
hsa0406821LungAISFoxO signaling pathway25/961131/84656.07e-032.94e-021.88e-0225
hsa0406831LungAISFoxO signaling pathway25/961131/84656.07e-032.94e-021.88e-0225
hsa046258Oral cavityOSCCC-type lectin receptor signaling pathway73/3704104/84653.83e-083.12e-071.59e-0773
hsa040688Oral cavityOSCCFoxO signaling pathway85/3704131/84657.50e-074.33e-062.21e-0685
hsa051526Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa0462512Oral cavityOSCCC-type lectin receptor signaling pathway73/3704104/84653.83e-083.12e-071.59e-0773
hsa0406813Oral cavityOSCCFoxO signaling pathway85/3704131/84657.50e-074.33e-062.21e-0685
hsa0515211Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa0462521Oral cavityLPC-type lectin receptor signaling pathway43/2418104/84653.33e-031.41e-029.06e-0343
hsa0515221Oral cavityLPTuberculosis65/2418180/84651.60e-024.92e-023.17e-0265
Page: 1 2 

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
PLK3SNVMissense_Mutationc.1585N>Ap.Leu529Metp.L529MQ9H4B4protein_codingtolerated(0.51)possibly_damaging(0.516)TCGA-AR-A24M-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
PLK3SNVMissense_Mutationc.1166C>Tp.Ala389Valp.A389VQ9H4B4protein_codingtolerated(0.35)benign(0.001)TCGA-E2-A1B1-01Breastbreast invasive carcinomaFemale<65I/IIOther, specify in notesbiphosphonatezoledronicSD
PLK3insertionIn_Frame_Insnovelc.432_433insCGCCGAGCAGGGCGTGGGCACTTGACCCCCp.Arg144_Lys145insArgArgAlaGlyArgGlyHisLeuThrProp.R144_K145insRRAGRGHLTPQ9H4B4protein_codingTCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PLK3insertionFrame_Shift_Insnovelc.530_531insAATCCAGGCAGCGp.His177GlnfsTer23p.H177Qfs*23Q9H4B4protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLK3SNVMissense_Mutationnovelc.1543T>Cp.Ser515Prop.S515PQ9H4B4protein_codingtolerated(0.1)possibly_damaging(0.53)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLK3SNVMissense_Mutationc.512N>Tp.Ser171Phep.S171FQ9H4B4protein_codingdeleterious(0)possibly_damaging(0.506)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PLK3SNVMissense_Mutationrs755159184c.929N>Ap.Arg310Hisp.R310HQ9H4B4protein_codingtolerated(0.09)benign(0.227)TCGA-ZJ-AAXD-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
PLK3insertionIn_Frame_Insnovelc.1910_1911insTACCTGp.Leu637_Arg638insThrTrpp.L637_R638insTWQ9H4B4protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
PLK3SNVMissense_Mutationnovelc.952N>Cp.Tyr318Hisp.Y318HQ9H4B4protein_codingtolerated(0.05)possibly_damaging(0.811)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PLK3deletionFrame_Shift_Delc.1006delNp.Asn338ThrfsTer35p.N338Tfs*35Q9H4B4protein_codingTCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMETAE-684TAE-684
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEinhibitor178102294BI-2536
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMERG-1530RG-1530
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEGW843682XGW843682X
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEWORTMANNINWORTMANNIN17135248
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMELINIFANIBLINIFANIB
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEGS 6201GS 6201
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEPHA-767491CHEMBL225519
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEinhibitor249565601ONVANSERTIB
1263PLK3KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEGNF-PF-2301CHEMBL578061
Page: 1 2