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: DGKQ

Gene summary for DGKQ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DGKQ

Gene ID

1609

Gene namediacylglycerol kinase theta
Gene AliasDAGK
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

A0A140VKC1


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
1609DGKQHTA11_2487_2000001011HumanColorectumSER3.95e-104.53e-01-0.1808
1609DGKQHTA11_1938_2000001011HumanColorectumAD6.00e-032.28e-01-0.0811
1609DGKQHTA11_78_2000001011HumanColorectumAD5.89e-062.11e-01-0.1088
1609DGKQHTA11_347_2000001011HumanColorectumAD2.25e-173.80e-01-0.1954
1609DGKQHTA11_2112_2000001011HumanColorectumSER2.08e-085.54e-01-0.2196
1609DGKQHTA11_3361_2000001011HumanColorectumAD4.38e-052.89e-01-0.1207
1609DGKQHTA11_83_2000001011HumanColorectumSER1.78e-032.67e-01-0.1526
1609DGKQHTA11_696_2000001011HumanColorectumAD1.55e-022.60e-01-0.1464
1609DGKQHTA11_866_2000001011HumanColorectumAD3.72e-042.79e-01-0.1001
1609DGKQHTA11_1391_2000001011HumanColorectumAD1.36e-063.02e-01-0.059
1609DGKQHTA11_5216_2000001011HumanColorectumSER2.88e-043.60e-01-0.1462
1609DGKQHTA11_866_3004761011HumanColorectumAD3.05e-031.31e-010.096
1609DGKQHTA11_7696_3000711011HumanColorectumAD3.67e-042.55e-010.0674
1609DGKQHTA11_99999971662_82457HumanColorectumMSS1.93e-042.67e-010.3859
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:00301001ColorectumSERregulation of endocytosis48/2897211/187233.29e-032.82e-0248
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00458601ColorectumSERpositive regulation of protein kinase activity79/2897386/187234.85e-033.79e-0279
GO:00181051ColorectumSERpeptidyl-serine phosphorylation66/2897315/187235.47e-034.06e-0266
GO:00343081ColorectumSERprimary alcohol metabolic process26/2897102/187235.87e-034.29e-0226
GO:00302581ColorectumSERlipid modification47/2897212/187236.01e-034.38e-0247
GO:00066501ColorectumSERglycerophospholipid metabolic process64/2897306/187236.41e-034.60e-0264
GO:00420602ColorectumMSSwound healing119/3467422/187235.93e-072.24e-05119
GO:00105632ColorectumMSSnegative regulation of phosphorus metabolic process118/3467442/187231.18e-052.77e-04118
GO:00459362ColorectumMSSnegative regulation of phosphate metabolic process117/3467441/187231.74e-053.84e-04117
GO:00336742ColorectumMSSpositive regulation of kinase activity122/3467467/187232.50e-055.21e-04122
GO:00423262ColorectumMSSnegative regulation of phosphorylation103/3467385/187233.76e-057.17e-04103
GO:00301002ColorectumMSSregulation of endocytosis63/3467211/187234.05e-057.66e-0463
GO:00019332ColorectumMSSnegative regulation of protein phosphorylation93/3467342/187234.54e-058.35e-0493
GO:00458602ColorectumMSSpositive regulation of protein kinase activity102/3467386/187236.93e-051.20e-03102
GO:00508782ColorectumMSSregulation of body fluid levels99/3467379/187231.40e-042.07e-0399
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00181052ColorectumMSSpeptidyl-serine phosphorylation81/3467315/187238.92e-049.12e-0381
GO:00193182ColorectumMSShexose metabolic process63/3467237/187231.32e-031.25e-0263
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00561ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa005611ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa05231ColorectumMSSCholine metabolism in cancer34/187598/84652.90e-031.39e-028.50e-0334
hsa005612ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa052311ColorectumMSSCholine metabolism in cancer34/187598/84652.90e-031.39e-028.50e-0334
hsa005613ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
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
DGKQSNVMissense_Mutationc.910N>Cp.Asp304Hisp.D304HP52824protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
DGKQSNVMissense_Mutationnovelc.1943G>Ap.Gly648Aspp.G648DP52824protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DGKQSNVMissense_Mutationnovelc.829G>Ap.Ala277Thrp.A277TP52824protein_codingtolerated(0.57)benign(0.017)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DGKQSNVMissense_Mutationrs746686910c.1423C>Tp.Arg475Trpp.R475WP52824protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DGKQSNVMissense_Mutationnovelc.2164N>Ap.His722Asnp.H722NP52824protein_codingtolerated(0.3)benign(0.17)TCGA-VS-A950-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
DGKQSNVMissense_Mutationnovelc.2470N>Cp.Ser824Prop.S824PP52824protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DGKQSNVMissense_Mutationrs576225867c.1132N>Ap.Gly378Argp.G378RP52824protein_codingtolerated(0.22)benign(0.227)TCGA-AZ-4684-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyfolfoxPD
DGKQSNVMissense_Mutationnovelc.402C>Ap.Phe134Leup.F134LP52824protein_codingdeleterious(0)benign(0.197)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DGKQSNVMissense_Mutationrs768974650c.1454N>Tp.Thr485Metp.T485MP52824protein_codingtolerated(0.29)probably_damaging(1)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DGKQSNVMissense_Mutationrs779125252c.961N>Tp.Arg321Cysp.R321CP52824protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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
Page: 1