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: DGKB

Gene summary for DGKB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DGKB

Gene ID

1607

Gene namediacylglycerol kinase beta
Gene AliasDAGK2
Cytomap7p21.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q9Y6T7


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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
1607DGKBHCC1_MengHumanLiverHCC3.38e-03-3.04e-020.0246
1607DGKBHCC1HumanLiverHCC1.05e-122.01e+000.5336
1607DGKBHCC2HumanLiverHCC4.48e-172.27e+000.5341
1607DGKBHCC5HumanLiverHCC4.03e-111.39e+000.4932
1607DGKBHTA12-15-2HumanPancreasPDAC1.66e-149.82e-010.2315
1607DGKBHTA12-23-1HumanPancreasPDAC8.00e-121.12e+000.3405
1607DGKBHTA12-25-1HumanPancreasPDAC3.07e-087.26e-010.313
1607DGKBHTA12-26-1HumanPancreasPDAC2.45e-251.28e+000.3728
1607DGKBHTA12-29-1HumanPancreasPDAC2.25e-258.40e-010.3722
1607DGKBHTA12-30-1HumanPancreasPDAC1.14e-029.73e-010.3671
1607DGKBHTA12-32-1HumanPancreasPDAC1.46e-037.32e-010.3624
1607DGKBHTA12-9-3HumanPancreasPDAC1.07e-025.47e-010.2045
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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
∗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:00086542LiverHCCphospholipid biosynthetic process150/7958253/187234.77e-081.03e-06150
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:004501711LiverHCCglycerolipid biosynthetic process143/7958252/187233.27e-064.31e-05143
GO:003025821LiverHCClipid modification123/7958212/187233.50e-064.58e-05123
GO:00066504LiverHCCglycerophospholipid metabolic process168/7958306/187237.27e-068.62e-05168
GO:004647411LiverHCCglycerophospholipid biosynthetic process121/7958211/187239.12e-061.06e-04121
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:0006654LiverHCCphosphatidic acid biosynthetic process23/795833/187231.46e-037.75e-0323
GO:000663811LiverHCCneutral lipid metabolic process72/7958129/187231.54e-038.14e-0372
GO:00464732LiverHCCphosphatidic acid metabolic process24/795837/187235.03e-032.11e-0224
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa052316LiverHCCCholine metabolism in cancer57/402098/84652.14e-024.90e-022.72e-0257
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa0523111LiverHCCCholine metabolism in cancer57/402098/84652.14e-024.90e-022.72e-0257
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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
DGKBSNVMissense_Mutationc.1719G>Cp.Glu573Aspp.E573DQ9Y6T7protein_codingtolerated(0.07)possibly_damaging(0.704)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
DGKBSNVMissense_Mutationc.1624N>Ap.Glu542Lysp.E542KQ9Y6T7protein_codingtolerated(0.25)benign(0.412)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
DGKBSNVMissense_Mutationrs747038198c.38C>Tp.Ser13Leup.S13LQ9Y6T7protein_codingtolerated(0.22)benign(0)TCGA-D8-A1JH-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapynolvadexSD
DGKBSNVMissense_Mutationrs747038198c.38C>Tp.Ser13Leup.S13LQ9Y6T7protein_codingtolerated(0.22)benign(0)TCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DGKBinsertionIn_Frame_Insnovelc.910_911insTATp.Asn304delinsIleTyrp.N304delinsIYQ9Y6T7protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DGKBinsertionIn_Frame_Insnovelc.908_909insTATp.Arg303delinsSerMetp.R303delinsSMQ9Y6T7protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DGKBdeletionFrame_Shift_Delnovelc.1339delNp.Ser447ValfsTer17p.S447Vfs*17Q9Y6T7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
DGKBSNVMissense_Mutationnovelc.490G>Ap.Asp164Asnp.D164NQ9Y6T7protein_codingdeleterious(0.04)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DGKBinsertionNonsense_Mutationnovelc.1814_1815insTGTCAAATAGTAATGGAAAATACTGTTAAACAAGAGTTAGAAAAp.Lys605AsnfsTer4p.K605Nfs*4Q9Y6T7protein_codingTCGA-HG-A2PA-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificTaxolPD
DGKBSNVMissense_Mutationnovelc.1261G>Ap.Val421Ilep.V421IQ9Y6T7protein_codingtolerated(0.8)benign(0)TCGA-5M-AAT4-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
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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
1607DGKBKINASEantipsychotics31447353
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