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: STK33

Gene summary for STK33

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STK33

Gene ID

65975

Gene nameserine/threonine kinase 33
Gene AliasSTK33
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

B4DDH2


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
65975STK33RNA-P25T1-P25T1-1HumanLungAIS6.18e-188.85e-01-0.2116
65975STK33RNA-P25T1-P25T1-2HumanLungAIS2.36e-058.29e-01-0.1941
65975STK33RNA-P25T1-P25T1-3HumanLungAIS4.19e-066.92e-01-0.2107
65975STK33RNA-P25T1-P25T1-4HumanLungAIS4.00e-138.17e-01-0.2119
65975STK33RNA-P6T2-P6T2-1HumanLungIAC5.66e-063.93e-01-0.0166
65975STK33RNA-P6T2-P6T2-2HumanLungIAC7.55e-083.80e-01-0.0132
65975STK33RNA-P6T2-P6T2-3HumanLungIAC3.46e-144.82e-01-0.013
65975STK33RNA-P6T2-P6T2-4HumanLungIAC1.38e-063.50e-01-0.0121
65975STK33RNA-P7T1-P7T1-1HumanLungAIS2.99e-035.90e-01-0.0961
65975STK33RNA-P7T1-P7T1-2HumanLungAIS9.54e-045.58e-01-0.0876
65975STK33HTA12-15-2HumanPancreasPDAC6.09e-075.88e-010.2315
65975STK33HTA12-23-1HumanPancreasPDAC1.10e-171.14e+000.3405
65975STK33HTA12-25-1HumanPancreasPDAC2.67e-128.09e-010.313
65975STK33HTA12-26-1HumanPancreasPDAC9.45e-351.26e+000.3728
65975STK33HTA12-29-1HumanPancreasPDAC6.36e-651.21e+000.3722
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00427704LungIACsignal transduction in response to DNA damage45/2061172/187232.06e-082.55e-0645
GO:00467776LungIACprotein autophosphorylation51/2061227/187234.85e-073.10e-0551
GO:19019872LungIACregulation of cell cycle phase transition69/2061390/187234.55e-051.06e-0369
GO:00073464LungIACregulation of mitotic cell cycle78/2061457/187235.37e-051.21e-0378
GO:00457861LungIACnegative regulation of cell cycle67/2061385/187239.74e-051.93e-0367
GO:00000773LungIACDNA damage checkpoint27/2061115/187231.03e-042.02e-0327
GO:00447733LungIACmitotic DNA damage checkpoint21/206181/187231.34e-042.50e-0321
GO:00459301LungIACnegative regulation of mitotic cell cycle45/2061235/187231.49e-042.73e-0345
GO:19019881LungIACnegative regulation of cell cycle phase transition47/2061249/187231.53e-042.80e-0347
GO:00109481LungIACnegative regulation of cell cycle process53/2061294/187232.05e-043.58e-0353
GO:00447743LungIACmitotic DNA integrity checkpoint21/206185/187232.78e-044.56e-0321
GO:00315703LungIACDNA integrity checkpoint27/2061123/187233.34e-045.24e-0327
GO:00000752LungIACcell cycle checkpoint33/2061169/187237.51e-049.82e-0333
GO:00070932LungIACmitotic cell cycle checkpoint26/2061129/187231.62e-031.71e-0226
GO:004277011LungAISsignal transduction in response to DNA damage37/1849172/187234.17e-062.13e-0437
GO:004677711LungAISprotein autophosphorylation39/1849227/187234.30e-047.37e-0339
GO:00447731LungAISmitotic DNA damage checkpoint18/184981/187237.81e-041.11e-0218
GO:00447741LungAISmitotic DNA integrity checkpoint18/184985/187231.41e-031.73e-0218
GO:000007711LungAISDNA damage checkpoint22/1849115/187231.82e-032.05e-0222
GO:00315701LungAISDNA integrity checkpoint22/1849123/187234.32e-033.86e-0222
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
STK33SNVMissense_Mutationc.1070N>Cp.Val357Alap.V357AQ9BYT3protein_codingtolerated(0.21)benign(0.034)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
STK33SNVMissense_Mutationnovelc.636N>Tp.Glu212Aspp.E212DQ9BYT3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STK33SNVMissense_Mutationnovelc.89N>Ap.Ser30Asnp.S30NQ9BYT3protein_codingtolerated_low_confidence(1)benign(0.018)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
STK33insertionNonsense_Mutationnovelc.371_372insTTGATATGTTACCTTACTAAACATTp.Lys124AsnfsTer2p.K124Nfs*2Q9BYT3protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STK33deletionFrame_Shift_Delnovelc.1208delAp.Asn403IlefsTer23p.N403Ifs*23Q9BYT3protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
STK33SNVMissense_Mutationc.319N>Cp.Glu107Glnp.E107QQ9BYT3protein_codingtolerated(0.08)benign(0.109)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
STK33SNVMissense_Mutationc.1523N>Tp.Ser508Phep.S508FQ9BYT3protein_codingtolerated_low_confidence(0.77)benign(0.001)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STK33SNVMissense_Mutationc.895N>Ap.Asp299Asnp.D299NQ9BYT3protein_codingdeleterious(0.02)possibly_damaging(0.864)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
STK33SNVMissense_Mutationc.1367T>Gp.Phe456Cysp.F456CQ9BYT3protein_codingtolerated_low_confidence(0.18)benign(0.19)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
STK33SNVMissense_Mutationc.722N>Gp.Leu241Argp.L241RQ9BYT3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3655-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

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
65975STK33KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMEinhibitor249565870
65975STK33KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMEinhibitorHESPERADINHESPERADIN19035792
Page: 1