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: ADPGK

Gene summary for ADPGK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADPGK

Gene ID

83440

Gene nameADP dependent glucokinase
Gene Alias2610017G09Rik
Cytomap15q24.1
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q9BRR6


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
83440ADPGKLZE4THumanEsophagusESCC2.01e-092.02e-010.0811
83440ADPGKLZE5THumanEsophagusESCC2.36e-062.66e-010.0514
83440ADPGKLZE7THumanEsophagusESCC9.47e-073.80e-010.0667
83440ADPGKLZE20THumanEsophagusESCC7.82e-051.33e-010.0662
83440ADPGKLZE24THumanEsophagusESCC1.78e-152.58e-010.0596
83440ADPGKLZE21THumanEsophagusESCC1.59e-031.57e-010.0655
83440ADPGKP1T-EHumanEsophagusESCC1.47e-073.18e-010.0875
83440ADPGKP2T-EHumanEsophagusESCC6.71e-253.91e-010.1177
83440ADPGKP4T-EHumanEsophagusESCC1.15e-326.71e-010.1323
83440ADPGKP5T-EHumanEsophagusESCC5.30e-091.16e-010.1327
83440ADPGKP8T-EHumanEsophagusESCC1.14e-324.50e-010.0889
83440ADPGKP9T-EHumanEsophagusESCC6.94e-223.98e-010.1131
83440ADPGKP10T-EHumanEsophagusESCC3.45e-426.01e-010.116
83440ADPGKP11T-EHumanEsophagusESCC1.08e-146.19e-010.1426
83440ADPGKP12T-EHumanEsophagusESCC1.72e-284.82e-010.1122
83440ADPGKP15T-EHumanEsophagusESCC5.63e-335.93e-010.1149
83440ADPGKP16T-EHumanEsophagusESCC5.52e-265.38e-010.1153
83440ADPGKP17T-EHumanEsophagusESCC7.92e-092.90e-010.1278
83440ADPGKP19T-EHumanEsophagusESCC2.97e-094.75e-010.1662
83440ADPGKP20T-EHumanEsophagusESCC3.10e-214.74e-010.1124
Page: 1 2 3 4 5 6 

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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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:000913224Oral cavityEOLPnucleoside diphosphate metabolic process27/2218124/187231.19e-038.62e-0327
GO:000609018Oral cavityEOLPpyruvate metabolic process24/2218106/187231.24e-038.90e-0324
GO:000609125Oral cavityEOLPgeneration of precursor metabolites and energy79/2218490/187232.65e-031.59e-0279
GO:006162011Oral cavityEOLPglycolytic process through glucose-6-phosphate5/221812/187238.97e-034.12e-025
GO:004603433Oral cavityNEOLPATP metabolic process71/2005277/187231.44e-123.17e-1071
GO:000913532Oral cavityNEOLPpurine nucleoside diphosphate metabolic process26/2005103/187232.31e-053.72e-0426
GO:000917932Oral cavityNEOLPpurine ribonucleoside diphosphate metabolic process26/2005103/187232.31e-053.72e-0426
GO:000609133Oral cavityNEOLPgeneration of precursor metabolites and energy82/2005490/187232.70e-054.22e-0482
GO:000918532Oral cavityNEOLPribonucleoside diphosphate metabolic process26/2005106/187233.95e-055.62e-0426
GO:000913232Oral cavityNEOLPnucleoside diphosphate metabolic process27/2005124/187232.46e-042.54e-0327
GO:000609624Oral cavityNEOLPglycolytic process20/200581/187232.69e-042.71e-0320
GO:000675724Oral cavityNEOLPATP generation from ADP20/200582/187233.21e-043.11e-0320
GO:004693932Oral cavityNEOLPnucleotide phosphorylation23/2005101/187233.50e-043.37e-0323
GO:004603132Oral cavityNEOLPADP metabolic process21/200590/187234.39e-043.97e-0321
GO:000616532Oral cavityNEOLPnucleoside diphosphate phosphorylation22/200599/187236.64e-045.54e-0322
GO:000915025Oral cavityNEOLPpurine ribonucleotide metabolic process55/2005368/187236.80e-033.46e-0255
GO:000925925Oral cavityNEOLPribonucleotide metabolic process57/2005385/187237.23e-033.66e-0257
GO:000609024Oral cavityNEOLPpyruvate metabolic process20/2005106/187238.31e-034.08e-0220
GO:001969325Oral cavityNEOLPribose phosphate metabolic process58/2005396/187238.46e-034.13e-0258
GO:004603419ProstateTumorATP metabolic process122/3246277/187231.71e-255.33e-22122
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0120023EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0001016EsophagusESCCGlycolysis / Gluconeogenesis42/420567/84652.15e-024.78e-022.45e-0242
hsa0120033EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0001017EsophagusESCCGlycolysis / Gluconeogenesis42/420567/84652.15e-024.78e-022.45e-0242
hsa0120041LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0001022LiverHCCGlycolysis / Gluconeogenesis43/402067/84654.26e-031.29e-027.15e-0343
hsa0120051LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0001032LiverHCCGlycolysis / Gluconeogenesis43/402067/84654.26e-031.29e-027.15e-0343
hsa0120014Oral cavityOSCCCarbon metabolism74/3704115/84656.10e-063.05e-051.55e-0574
hsa0001014Oral cavityOSCCGlycolysis / Gluconeogenesis40/370467/84656.08e-031.44e-027.31e-0340
hsa0120015Oral cavityOSCCCarbon metabolism74/3704115/84656.10e-063.05e-051.55e-0574
hsa0001015Oral cavityOSCCGlycolysis / Gluconeogenesis40/370467/84656.08e-031.44e-027.31e-0340
hsa0120022Oral cavityLPCarbon metabolism62/2418115/84658.38e-091.39e-078.99e-0862
hsa0001023Oral cavityLPGlycolysis / Gluconeogenesis28/241867/84651.36e-024.44e-022.86e-0228
hsa0120032Oral cavityLPCarbon metabolism62/2418115/84658.38e-091.39e-078.99e-0862
hsa0001033Oral cavityLPGlycolysis / Gluconeogenesis28/241867/84651.36e-024.44e-022.86e-0228
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
ADPGKSNVMissense_Mutationrs192015434c.535N>Ap.Gly179Serp.G179SQ9BRR6protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ADPGKSNVMissense_Mutationc.889N>Cp.Glu297Glnp.E297QQ9BRR6protein_codingtolerated(0.06)probably_damaging(0.97)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADPGKSNVMissense_Mutationrs778341188c.710A>Gp.Asn237Serp.N237SQ9BRR6protein_codingtolerated(0.13)possibly_damaging(0.898)TCGA-BH-A0HQ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ADPGKSNVMissense_Mutationc.1010N>Ap.Gly337Glup.G337EQ9BRR6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADPGKSNVMissense_Mutationc.1268N>Tp.Arg423Leup.R423LQ9BRR6protein_codingtolerated(0.23)benign(0.031)TCGA-AA-3662-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePR
ADPGKSNVMissense_Mutationnovelc.965N>Ap.Gly322Glup.G322EQ9BRR6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3872-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
ADPGKSNVMissense_Mutationc.400N>Gp.Ser134Glyp.S134GQ9BRR6protein_codingdeleterious(0.01)possibly_damaging(0.74)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ADPGKSNVMissense_Mutationnovelc.1226N>Gp.Ala409Glyp.A409GQ9BRR6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A02W-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ADPGKSNVMissense_Mutationnovelc.1295N>Gp.Phe432Cysp.F432CQ9BRR6protein_codingdeleterious(0)probably_damaging(0.991)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ADPGKSNVMissense_Mutationc.365N>Cp.Phe122Serp.F122SQ9BRR6protein_codingtolerated(0.11)benign(0.112)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=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