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: PHKG1

Gene summary for PHKG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHKG1

Gene ID

5260

Gene namephosphorylase kinase catalytic subunit gamma 1
Gene AliasPHKG
Cytomap7p11.2
Gene Typeprotein-coding
GO ID

GO:0000271

UniProtAcc

Q16816


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
5260PHKG1S43HumanLiverCirrhotic2.49e-02-1.80e-01-0.0187
5260PHKG1HCC1_MengHumanLiverHCC1.98e-37-1.30e-010.0246
5260PHKG1HCC2_MengHumanLiverHCC1.87e-156.67e-020.0107
5260PHKG1cirrhotic3HumanLiverCirrhotic8.76e-071.27e-010.0215
5260PHKG1HCC2HumanLiverHCC3.39e-048.64e-010.5341
5260PHKG1HCC5HumanLiverHCC2.47e-078.97e-010.4932
5260PHKG1Pt13.aHumanLiverHCC5.85e-03-2.29e-010.021
5260PHKG1Pt13.bHumanLiverHCC3.02e-03-2.21e-010.0251
5260PHKG1Pt13.cHumanLiverHCC1.61e-02-2.32e-010.0076
5260PHKG1Pt14.dHumanLiverHCC1.02e-04-2.32e-010.0143
5260PHKG1S014HumanLiverHCC1.34e-03-2.32e-010.2254
5260PHKG1S016HumanLiverHCC4.11e-03-2.20e-010.2243
5260PHKG1C30HumanOral cavityOSCC8.85e-077.31e-010.3055
5260PHKG1C43HumanOral cavityOSCC2.78e-023.07e-020.1704
5260PHKG1LP15HumanOral cavityLP9.69e-058.79e-010.2174
5260PHKG1Pat02-BHumanStomachGC1.91e-102.15e-010.0368
5260PHKG1Pat03-BHumanStomachGC1.35e-143.00e-010.3693
5260PHKG1Pat06-BHumanStomachGC1.44e-031.27e-01-0.1961
5260PHKG1Pat07-BHumanStomachGC4.18e-116.46e-010.0935
5260PHKG1Pat08-BHumanStomachGC5.02e-115.37e-010.0182
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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:000609112LiverCirrhoticgeneration of precursor metabolites and energy238/4634490/187236.85e-311.07e-27238
GO:001598012LiverCirrhoticenergy derivation by oxidation of organic compounds154/4634318/187233.11e-208.87e-18154
GO:004426211LiverCirrhoticcellular carbohydrate metabolic process97/4634283/187231.89e-041.76e-0397
GO:00160511LiverCirrhoticcarbohydrate biosynthetic process73/4634202/187231.91e-041.77e-0373
GO:00059771LiverCirrhoticglycogen metabolic process30/463472/187231.18e-037.98e-0330
GO:00060731LiverCirrhoticcellular glucan metabolic process30/463473/187231.53e-039.99e-0330
GO:00440421LiverCirrhoticglucan metabolic process30/463473/187231.53e-039.99e-0330
GO:00061121LiverCirrhoticenergy reserve metabolic process31/463484/187238.75e-034.04e-0231
GO:000609122LiverHCCgeneration of precursor metabolites and energy340/7958490/187234.04e-342.85e-31340
GO:001598022LiverHCCenergy derivation by oxidation of organic compounds221/7958318/187231.02e-221.86e-20221
GO:004426221LiverHCCcellular carbohydrate metabolic process153/7958283/187235.27e-055.00e-04153
GO:00160512LiverHCCcarbohydrate biosynthetic process113/7958202/187237.64e-056.83e-04113
GO:00059772LiverHCCglycogen metabolic process46/795872/187232.02e-041.56e-0346
GO:00060732LiverHCCcellular glucan metabolic process46/795873/187233.23e-042.28e-0346
GO:00440422LiverHCCglucan metabolic process46/795873/187233.23e-042.28e-0346
GO:00059781LiverHCCglycogen biosynthetic process29/795844/187231.46e-037.75e-0329
GO:00092501LiverHCCglucan biosynthetic process29/795844/187231.46e-037.75e-0329
GO:00061122LiverHCCenergy reserve metabolic process49/795884/187232.46e-031.19e-0249
GO:00346371LiverHCCcellular carbohydrate biosynthetic process44/795878/187239.13e-033.51e-0244
GO:00442641LiverHCCcellular polysaccharide metabolic process52/795896/187231.38e-024.91e-0252
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0491021LiverCirrhoticInsulin signaling pathway56/2530137/84653.74e-031.50e-029.26e-0356
hsa0492221LiverCirrhoticGlucagon signaling pathway43/2530107/84651.42e-024.35e-022.68e-0243
hsa0491031LiverCirrhoticInsulin signaling pathway56/2530137/84653.74e-031.50e-029.26e-0356
hsa0492231LiverCirrhoticGlucagon signaling pathway43/2530107/84651.42e-024.35e-022.68e-0243
hsa0491041LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0492241LiverHCCGlucagon signaling pathway64/4020107/84656.70e-031.87e-021.04e-0264
hsa0491051LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0492251LiverHCCGlucagon signaling pathway64/4020107/84656.70e-031.87e-021.04e-0264
hsa049108Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
hsa0491013Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
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
PHKG1SNVMissense_Mutationnovelc.315N>Ap.Asp105Glup.D105EQ16816protein_codingtolerated(1)benign(0.007)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PHKG1SNVMissense_Mutationnovelc.611N>Tp.Ser204Phep.S204FQ16816protein_codingdeleterious(0)probably_damaging(0.926)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
PHKG1SNVMissense_Mutationrs375841179c.1228G>Ap.Val410Metp.V410MQ16816protein_codingtolerated(0.12)benign(0.024)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PHKG1SNVMissense_Mutationc.1226N>Tp.Ala409Valp.A409VQ16816protein_codingtolerated(0.2)benign(0.013)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PHKG1SNVMissense_Mutationc.848N>Tp.Ser283Leup.S283LQ16816protein_codingdeleterious(0)probably_damaging(0.994)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PHKG1SNVMissense_Mutationrs751207978c.236G>Ap.Arg79Hisp.R79HQ16816protein_codingtolerated(0.07)benign(0.029)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PHKG1SNVMissense_Mutationrs765359269c.1126C>Tp.Arg376Cysp.R376CQ16816protein_codingdeleterious(0.01)possibly_damaging(0.853)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PHKG1SNVMissense_Mutationrs763494578c.1118G>Ap.Arg373Glnp.R373QQ16816protein_codingdeleterious(0.01)possibly_damaging(0.69)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PHKG1SNVMissense_Mutationnovelc.519G>Tp.Leu173Phep.L173FQ16816protein_codingdeleterious(0.02)possibly_damaging(0.835)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PHKG1SNVMissense_Mutationnovelc.991N>Gp.Phe331Valp.F331VQ16816protein_codingdeleterious(0.01)benign(0.367)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

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
5260PHKG1DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor249565884A-443654
Page: 1