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: 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


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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
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
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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.

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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:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0019318ColorectumADhexose metabolic process77/3918237/187231.96e-054.01e-0477
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0005996ColorectumADmonosaccharide metabolic process80/3918257/187237.31e-051.17e-0380
GO:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:0001933ColorectumADnegative regulation of protein phosphorylation101/3918342/187239.39e-051.42e-03101
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0030100ColorectumADregulation of endocytosis67/3918211/187231.42e-042.01e-0367
GO:0030258ColorectumADlipid modification67/3918212/187231.66e-042.27e-0367
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:0006006ColorectumADglucose metabolic process62/3918196/187232.76e-043.39e-0362
GO:0045860ColorectumADpositive regulation of protein kinase activity107/3918386/187238.01e-047.92e-03107
GO:0006109ColorectumADregulation of carbohydrate metabolic process55/3918178/187231.10e-031.01e-0255
GO:0034308ColorectumADprimary alcohol metabolic process35/3918102/187231.16e-031.05e-0235
GO:0062012ColorectumADregulation of small molecule metabolic process93/3918334/187231.46e-031.24e-0293
GO:0018105ColorectumADpeptidyl-serine phosphorylation88/3918315/187231.73e-031.43e-0288
GO:0018210ColorectumADpeptidyl-threonine modification40/3918125/187232.44e-031.88e-0240
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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
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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
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
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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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