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: DGKA

Gene summary for DGKA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DGKA

Gene ID

1606

Gene namediacylglycerol kinase alpha
Gene AliasDAGK
Cytomap12q13.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

A0A024RB23


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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
1606DGKALZE4THumanEsophagusESCC3.76e-191.83e-010.0811
1606DGKALZE7THumanEsophagusESCC2.98e-032.58e-010.0667
1606DGKALZE8THumanEsophagusESCC3.04e-071.69e-010.067
1606DGKALZE20THumanEsophagusESCC2.82e-061.44e-010.0662
1606DGKALZE22D1HumanEsophagusHGIN1.81e-051.03e-010.0595
1606DGKALZE22THumanEsophagusESCC4.76e-064.42e-010.068
1606DGKALZE24THumanEsophagusESCC5.83e-131.97e-010.0596
1606DGKALZE21THumanEsophagusESCC2.19e-093.01e-010.0655
1606DGKALZE6THumanEsophagusESCC3.58e-02-8.26e-020.0845
1606DGKAP1T-EHumanEsophagusESCC2.80e-126.38e-010.0875
1606DGKAP2T-EHumanEsophagusESCC7.17e-225.64e-010.1177
1606DGKAP4T-EHumanEsophagusESCC2.43e-173.30e-010.1323
1606DGKAP5T-EHumanEsophagusESCC5.07e-201.34e-010.1327
1606DGKAP8T-EHumanEsophagusESCC5.99e-141.07e-010.0889
1606DGKAP9T-EHumanEsophagusESCC4.83e-116.49e-020.1131
1606DGKAP10T-EHumanEsophagusESCC1.31e-132.28e-010.116
1606DGKAP11T-EHumanEsophagusESCC6.09e-073.50e-010.1426
1606DGKAP12T-EHumanEsophagusESCC7.56e-448.40e-010.1122
1606DGKAP15T-EHumanEsophagusESCC1.10e-215.29e-010.1149
1606DGKAP16T-EHumanEsophagusESCC3.68e-102.02e-010.1153
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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
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
∗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:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00066541EsophagusESCCphosphatidic acid biosynthetic process26/855233/187231.06e-047.43e-0426
GO:00464733EsophagusESCCphosphatidic acid metabolic process28/855237/187232.00e-041.26e-0328
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00302586EsophagusESCClipid modification116/8552212/187234.90e-031.89e-02116
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
GO:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:00464743Oral cavityOSCCglycerophospholipid biosynthetic process102/7305211/187233.50e-031.48e-02102
GO:00066445Oral cavityOSCCphospholipid metabolic process175/7305383/187234.21e-031.71e-02175
GO:00075969Oral cavityOSCCblood coagulation102/7305217/187239.69e-033.43e-02102
GO:00075999Oral cavityOSCChemostasis103/7305222/187231.45e-024.73e-02103
GO:00508179Oral cavityOSCCcoagulation103/7305222/187231.45e-024.73e-02103
GO:0042060110Oral cavityLPwound healing139/4623422/187237.10e-059.48e-04139
GO:004206029SkincSCCwound healing152/4864422/187232.66e-064.26e-05152
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052319EsophagusESCCCholine metabolism in cancer61/420598/84657.97e-031.92e-029.84e-0361
hsa0523114EsophagusESCCCholine metabolism in cancer61/420598/84657.97e-031.92e-029.84e-0361
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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
DGKASNVMissense_Mutationc.1697N>Tp.Ser566Phep.S566FP23743protein_codingdeleterious(0)possibly_damaging(0.808)TCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
DGKASNVMissense_Mutationrs199767962c.2127N>Gp.Ile709Metp.I709MP23743protein_codingdeleterious(0.01)possibly_damaging(0.744)TCGA-BH-A0H9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DGKAinsertionIn_Frame_Insnovelc.771_772insATATCCCTCTCCACACCCTTTCTCCCTTTTCAGGATCCAp.Thr257_Tyr258insIleSerLeuSerThrProPheLeuProPheGlnAspProp.T257_Y258insISLSTPFLPFQDPP23743protein_codingTCGA-A8-A08O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelPD
DGKAinsertionNonsense_Mutationnovelc.873_874insACATCACTTCTTTAAGCCTTAGTTTCCTCAACTGAAAATGAGGTAATp.Tyr292ThrfsTer5p.Y292Tfs*5P23743protein_codingTCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
DGKASNVMissense_Mutationrs760712689c.2114C>Tp.Thr705Metp.T705MP23743protein_codingdeleterious(0.01)benign(0.011)TCGA-EK-A2PL-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
DGKASNVMissense_Mutationc.682C>Gp.Leu228Valp.L228VP23743protein_codingtolerated(0.63)benign(0.1)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DGKASNVMissense_Mutationc.481N>Gp.Gln161Glup.Q161EP23743protein_codingtolerated(0.26)benign(0.009)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
DGKASNVMissense_Mutationnovelc.789N>Tp.Lys263Asnp.K263NP23743protein_codingdeleterious(0.03)possibly_damaging(0.71)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
DGKASNVMissense_Mutationc.166N>Gp.Phe56Valp.F56VP23743protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
DGKASNVMissense_Mutationc.2199N>Ap.Phe733Leup.F733LP23743protein_codingtolerated(0.46)benign(0)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=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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