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: ALG8

Gene summary for ALG8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALG8

Gene ID

79053

Gene nameALG8 alpha-1,3-glucosyltransferase
Gene AliasCDG1H
Cytomap11q14.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9BVK2


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
79053ALG8GSM4909293HumanBreastIDC6.04e-051.78e-010.1581
79053ALG8GSM4909298HumanBreastIDC7.79e-578.29e-010.1551
79053ALG8GSM4909304HumanBreastIDC7.07e-062.96e-010.1636
79053ALG8GSM4909308HumanBreastIDC1.08e-042.33e-010.158
79053ALG8GSM4909317HumanBreastIDC9.99e-031.51e-010.1355
79053ALG8GSM4909319HumanBreastIDC8.05e-03-1.80e-020.1563
79053ALG8brca2HumanBreastPrecancer6.05e-051.64e-01-0.024
79053ALG8P3HumanBreastIDC3.41e-086.20e-010.1542
79053ALG8DCIS2HumanBreastDCIS7.08e-253.85e-020.0085
79053ALG8LZE2THumanEsophagusESCC1.16e-047.61e-010.082
79053ALG8LZE4THumanEsophagusESCC1.13e-051.17e-010.0811
79053ALG8LZE7THumanEsophagusESCC1.58e-061.76e-010.0667
79053ALG8LZE8THumanEsophagusESCC4.98e-061.77e-010.067
79053ALG8LZE20THumanEsophagusESCC8.49e-051.74e-010.0662
79053ALG8LZE22D1HumanEsophagusHGIN4.52e-051.64e-010.0595
79053ALG8LZE24THumanEsophagusESCC1.69e-195.05e-010.0596
79053ALG8LZE6THumanEsophagusESCC1.83e-034.35e-010.0845
79053ALG8P1T-EHumanEsophagusESCC6.01e-031.09e-010.0875
79053ALG8P2T-EHumanEsophagusESCC1.45e-142.08e-010.1177
79053ALG8P4T-EHumanEsophagusESCC9.81e-377.90e-010.1323
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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.

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:00182798Oral cavityOSCCprotein N-linked glycosylation via asparagine19/730523/187232.37e-052.23e-0419
GO:0006488Oral cavityOSCCdolichol-linked oligosaccharide biosynthetic process15/730518/187231.53e-041.07e-0315
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:0006490Oral cavityOSCColigosaccharide-lipid intermediate biosynthetic process15/730519/187234.64e-042.76e-0315
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:00064864Oral cavityOSCCprotein glycosylation111/7305226/187231.22e-036.10e-03111
GO:00434134Oral cavityOSCCmacromolecule glycosylation111/7305226/187231.22e-036.10e-03111
GO:00700853Oral cavityOSCCglycosylation117/7305240/187231.29e-036.42e-03117
GO:000648713Oral cavityLPprotein N-linked glycosylation35/462365/187234.33e-071.22e-0535
GO:001819614Oral cavityLPpeptidyl-asparagine modification16/462324/187231.68e-052.92e-0416
GO:001827914Oral cavityLPprotein N-linked glycosylation via asparagine15/462323/187234.61e-056.51e-0415
GO:00064881Oral cavityLPdolichol-linked oligosaccharide biosynthetic process12/462318/187232.02e-042.20e-0312
GO:00064901Oral cavityLPoligosaccharide-lipid intermediate biosynthetic process12/462319/187234.25e-044.08e-0312
GO:007008511Oral cavityLPglycosylation77/4623240/187235.60e-033.38e-0277
GO:000648611Oral cavityLPprotein glycosylation73/4623226/187235.72e-033.44e-0273
GO:004341311Oral cavityLPmacromolecule glycosylation73/4623226/187235.72e-033.44e-0273
GO:001827910SkincSCCprotein N-linked glycosylation via asparagine16/486423/187231.47e-051.82e-0416
GO:00064877SkincSCCprotein N-linked glycosylation33/486465/187231.63e-051.99e-0433
GO:001819610SkincSCCpeptidyl-asparagine modification16/486424/187233.35e-053.66e-0416
GO:00064883SkincSCCdolichol-linked oligosaccharide biosynthetic process10/486418/187237.25e-033.44e-0210
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005106EsophagusHGINN-Glycan biosynthesis17/138353/84653.43e-032.54e-022.02e-0217
hsa0051013EsophagusHGINN-Glycan biosynthesis17/138353/84653.43e-032.54e-022.02e-0217
hsa0051023EsophagusESCCN-Glycan biosynthesis39/420553/84653.26e-041.15e-035.89e-0439
hsa0051033EsophagusESCCN-Glycan biosynthesis39/420553/84653.26e-041.15e-035.89e-0439
hsa0051021LiverHCCN-Glycan biosynthesis40/402053/84652.95e-051.87e-041.04e-0440
hsa0051031LiverHCCN-Glycan biosynthesis40/402053/84652.95e-051.87e-041.04e-0440
hsa005105Oral cavityOSCCN-Glycan biosynthesis39/370453/84659.77e-064.36e-052.22e-0539
hsa0051012Oral cavityOSCCN-Glycan biosynthesis39/370453/84659.77e-064.36e-052.22e-0539
hsa0051022Oral cavityLPN-Glycan biosynthesis31/241853/84654.86e-064.14e-052.67e-0531
hsa0051032Oral cavityLPN-Glycan biosynthesis31/241853/84654.86e-064.14e-052.67e-0531
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
ALG8SNVMissense_Mutationc.988N>Tp.Pro330Serp.P330SQ9BVK2protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ALG8insertionFrame_Shift_Insnovelc.913_914insCTGCCTGCCTTGGCCTCCCTp.Phe305SerfsTer19p.F305Sfs*19Q9BVK2protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ALG8insertionNonsense_Mutationnovelc.911_912insCTCCTAACCTCAAGTGp.Lys304AsnfsTer3p.K304Nfs*3Q9BVK2protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ALG8insertionIn_Frame_Insnovelc.715_716insAATGTATTTTAAAATTAATTTCACCTCTTTACAAACp.Ile239delinsLysCysIleLeuLysLeuIleSerProLeuTyrLysLeup.I239delinsKCILKLISPLYKLQ9BVK2protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ALG8deletionFrame_Shift_Delnovelc.1413delNp.Val472SerfsTer14p.V472Sfs*14Q9BVK2protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ALG8SNVMissense_Mutationc.484C>Gp.His162Aspp.H162DQ9BVK2protein_codingdeleterious(0.02)probably_damaging(0.956)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ALG8SNVMissense_Mutationc.790N>Gp.Gln264Glup.Q264EQ9BVK2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ALG8SNVMissense_Mutationc.484N>Tp.His162Tyrp.H162YQ9BVK2protein_codingdeleterious(0)probably_damaging(0.983)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ALG8SNVMissense_Mutationnovelc.709N>Tp.Arg237Cysp.R237CQ9BVK2protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ALG8SNVMissense_Mutationc.1535N>Gp.Val512Glyp.V512GQ9BVK2protein_codingtolerated(0.16)benign(0.112)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
Page: 1 2 3 4 5 6 

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