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: DGKI

Gene summary for DGKI

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DGKI

Gene ID

9162

Gene namediacylglycerol kinase iota
Gene AliasDGK-IOTA
Cytomap7q33
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

O75912


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
9162DGKIS014HumanLiverHCC1.23e-278.71e-010.2254
9162DGKIS015HumanLiverHCC2.85e-074.19e-010.2375
9162DGKIS016HumanLiverHCC1.96e-308.24e-010.2243
9162DGKImale-WTAHumanThyroidPTC4.77e-061.09e-020.1037
9162DGKIPTC01HumanThyroidPTC2.33e-04-8.94e-020.1899
9162DGKIPTC06HumanThyroidPTC3.40e-072.37e-020.2057
9162DGKIATC11HumanThyroidATC2.56e-042.74e-010.3386
9162DGKIATC12HumanThyroidATC3.61e-091.67e-010.34
9162DGKIATC13HumanThyroidATC4.27e-05-3.44e-020.34
9162DGKIATC3HumanThyroidATC1.41e-054.34e-010.338
9162DGKIATC4HumanThyroidATC6.48e-092.56e-010.34
9162DGKIATC5HumanThyroidATC4.33e-13-2.48e-020.34
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:003025821LiverHCClipid modification123/7958212/187233.50e-064.58e-05123
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:00075962LiverHCCblood coagulation118/7958217/187232.63e-041.94e-03118
GO:00075992LiverHCChemostasis119/7958222/187235.25e-043.41e-03119
GO:00508172LiverHCCcoagulation118/7958222/187238.41e-045.03e-03118
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
GO:000663911LiverHCCacylglycerol metabolic process72/7958128/187231.16e-036.54e-0372
GO:000663811LiverHCCneutral lipid metabolic process72/7958129/187231.54e-038.14e-0372
GO:0042060112ThyroidPTCwound healing190/5968422/187237.72e-091.92e-07190
GO:004206034ThyroidATCwound healing210/6293422/187233.33e-121.37e-10210
GO:000759618ThyroidATCblood coagulation93/6293217/187232.69e-031.23e-0293
GO:000759918ThyroidATChemostasis94/6293222/187233.92e-031.70e-0294
GO:005081718ThyroidATCcoagulation94/6293222/187233.92e-031.70e-0294
GO:0050878112ThyroidATCregulation of body fluid levels149/6293379/187231.08e-023.90e-02149
GO:003016813ThyroidATCplatelet activation54/6293123/187231.10e-023.95e-0254
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
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
DGKISNVMissense_Mutationc.710N>Tp.Arg237Leup.R237LO75912protein_codingdeleterious(0)probably_damaging(0.984)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
DGKISNVMissense_Mutationnovelc.2897C>Tp.Ala966Valp.A966VO75912protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A2-A0T3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DGKISNVMissense_Mutationc.1615G>Tp.Val539Phep.V539FO75912protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AN-A0AT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DGKISNVMissense_Mutationc.1496N>Ap.Arg499Hisp.R499HO75912protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DGKISNVMissense_Mutationrs200760549c.2209N>Ap.Glu737Lysp.E737KO75912protein_codingdeleterious(0.01)possibly_damaging(0.889)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
DGKISNVMissense_Mutationc.824N>Gp.Ser275Cysp.S275CO75912protein_codingdeleterious(0)probably_damaging(0.984)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
DGKIinsertionFrame_Shift_Insnovelc.2979_2980insGAGTGCCTGCTATGTGTTAGp.Thr994GlufsTer35p.T994Efs*35O75912protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DGKIinsertionNonsense_Mutationnovelc.1429_1430insGATTTGGAAGGGAGAAGTTAp.Tyr477Terp.Y477*O75912protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DGKIdeletionFrame_Shift_Delnovelc.1320delNp.Trp440Terp.W440*O75912protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
DGKISNVMissense_Mutationrs141499171c.2666G>Ap.Arg889Glnp.R889QO75912protein_codingtolerated(0.1)benign(0.081)TCGA-EK-A3GN-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 

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