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: AGK

Gene summary for AGK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AGK

Gene ID

55750

Gene nameacylglycerol kinase
Gene AliasCATC5
Cytomap7q34
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

A4D1U5


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
55750AGKLZE4THumanEsophagusESCC1.51e-082.68e-010.0811
55750AGKLZE7THumanEsophagusESCC1.83e-124.55e-010.0667
55750AGKLZE8THumanEsophagusESCC2.25e-031.79e-010.067
55750AGKLZE20THumanEsophagusESCC1.26e-052.29e-010.0662
55750AGKLZE24THumanEsophagusESCC2.74e-102.04e-010.0596
55750AGKP1T-EHumanEsophagusESCC1.22e-032.56e-010.0875
55750AGKP2T-EHumanEsophagusESCC2.87e-151.98e-010.1177
55750AGKP4T-EHumanEsophagusESCC5.05e-234.81e-010.1323
55750AGKP5T-EHumanEsophagusESCC7.13e-224.00e-010.1327
55750AGKP8T-EHumanEsophagusESCC7.46e-182.71e-010.0889
55750AGKP9T-EHumanEsophagusESCC8.68e-122.56e-010.1131
55750AGKP10T-EHumanEsophagusESCC1.88e-224.35e-010.116
55750AGKP11T-EHumanEsophagusESCC6.27e-072.44e-010.1426
55750AGKP12T-EHumanEsophagusESCC3.28e-234.31e-010.1122
55750AGKP15T-EHumanEsophagusESCC1.09e-275.18e-010.1149
55750AGKP16T-EHumanEsophagusESCC7.21e-143.04e-010.1153
55750AGKP19T-EHumanEsophagusESCC2.47e-086.02e-010.1662
55750AGKP20T-EHumanEsophagusESCC8.00e-051.74e-010.1124
55750AGKP21T-EHumanEsophagusESCC7.12e-143.45e-010.1617
55750AGKP22T-EHumanEsophagusESCC2.12e-121.92e-010.1236
Page: 1 2 3 

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
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:0072655110EsophagusESCCestablishment of protein localization to mitochondrion97/8552120/187232.17e-151.33e-1397
GO:0070585110EsophagusESCCprotein localization to mitochondrion100/8552125/187232.96e-151.77e-13100
GO:000700619EsophagusESCCmitochondrial membrane organization93/8552116/187232.16e-141.11e-1293
GO:0006626110EsophagusESCCprotein targeting to mitochondrion81/8552100/187233.60e-131.67e-1181
GO:005120515EsophagusESCCprotein insertion into membrane46/855257/187235.90e-081.04e-0646
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:009015118EsophagusESCCestablishment of protein localization to mitochondrial membrane26/855230/187233.79e-064.12e-0526
GO:000700713EsophagusESCCinner mitochondrial membrane organization31/855238/187235.93e-066.10e-0531
GO:00464673EsophagusESCCmembrane lipid biosynthetic process91/8552142/187237.19e-067.19e-0591
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:005120416EsophagusESCCprotein insertion into mitochondrial membrane21/855225/187239.12e-056.54e-0421
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:19011362EsophagusESCCcarbohydrate derivative catabolic process99/8552172/187231.11e-035.54e-0399
GO:00450393EsophagusESCCprotein insertion into mitochondrial inner membrane11/855212/187231.26e-036.06e-0311
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
AGKSNVMissense_Mutationrs770192933c.968N>Cp.Asp323Alap.D323AQ53H12protein_codingtolerated(0.15)benign(0.022)TCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
AGKSNVMissense_Mutationrs770192933c.968N>Cp.Asp323Alap.D323AQ53H12protein_codingtolerated(0.15)benign(0.022)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
AGKSNVMissense_Mutationrs770192933c.968A>Cp.Asp323Alap.D323AQ53H12protein_codingtolerated(0.15)benign(0.022)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
AGKSNVMissense_Mutationrs770192933c.968N>Cp.Asp323Alap.D323AQ53H12protein_codingtolerated(0.15)benign(0.022)TCGA-A2-A0YE-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
AGKSNVMissense_Mutationrs770192933c.968N>Cp.Asp323Alap.D323AQ53H12protein_codingtolerated(0.15)benign(0.022)TCGA-A2-A25F-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
AGKSNVMissense_Mutationrs770192933c.968N>Cp.Asp323Alap.D323AQ53H12protein_codingtolerated(0.15)benign(0.022)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
AGKSNVMissense_Mutationrs770192933c.968A>Cp.Asp323Alap.D323AQ53H12protein_codingtolerated(0.15)benign(0.022)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
AGKSNVMissense_Mutationnovelc.711T>Gp.Phe237Leup.F237LQ53H12protein_codingtolerated(0.64)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AGKSNVMissense_Mutationc.352N>Ap.Val118Metp.V118MQ53H12protein_codingtolerated(0.25)benign(0.007)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AGKSNVMissense_Mutationc.50N>Gp.Ala17Glyp.A17GQ53H12protein_codingtolerated(0.06)benign(0.017)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
Page: 1 2 3 4 5 6 7 8 

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