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: ALG1L

Gene summary for ALG1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALG1L

Gene ID

200810

Gene nameALG1 chitobiosyldiphosphodolichol beta-mannosyltransferase like
Gene AliasALG1L1
Cytomap3q21.2
Gene Typepseudo
GO ID

GO:0006464

UniProtAcc

NA


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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
200810ALG1LLZE2THumanEsophagusESCC2.18e-044.66e-010.082
200810ALG1LLZE4THumanEsophagusESCC1.25e-184.98e-010.0811
200810ALG1LLZE7THumanEsophagusESCC8.50e-135.35e-010.0667
200810ALG1LLZE8THumanEsophagusESCC4.82e-124.06e-010.067
200810ALG1LLZE20THumanEsophagusESCC4.18e-082.82e-010.0662
200810ALG1LLZE22D1HumanEsophagusHGIN1.90e-052.38e-010.0595
200810ALG1LLZE22THumanEsophagusESCC1.57e-022.80e-010.068
200810ALG1LLZE24THumanEsophagusESCC7.36e-336.94e-010.0596
200810ALG1LLZE21THumanEsophagusESCC1.97e-095.47e-010.0655
200810ALG1LLZE6THumanEsophagusESCC4.35e-104.51e-010.0845
200810ALG1LP1T-EHumanEsophagusESCC1.42e-198.74e-010.0875
200810ALG1LP2T-EHumanEsophagusESCC3.75e-038.08e-020.1177
200810ALG1LP4T-EHumanEsophagusESCC1.01e-265.90e-010.1323
200810ALG1LP5T-EHumanEsophagusESCC2.93e-153.00e-010.1327
200810ALG1LP8T-EHumanEsophagusESCC2.49e-448.37e-010.0889
200810ALG1LP9T-EHumanEsophagusESCC5.60e-204.46e-010.1131
200810ALG1LP11T-EHumanEsophagusESCC2.88e-239.21e-010.1426
200810ALG1LP12T-EHumanEsophagusESCC1.23e-204.29e-010.1122
200810ALG1LP15T-EHumanEsophagusESCC2.05e-651.17e+000.1149
200810ALG1LP20T-EHumanEsophagusESCC1.25e-367.81e-010.1124
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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
∗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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00064862LiverHCCprotein glycosylation122/7958226/187233.11e-042.21e-03122
GO:00434132LiverHCCmacromolecule glycosylation122/7958226/187233.11e-042.21e-03122
GO:00700852LiverHCCglycosylation128/7958240/187234.35e-042.92e-03128
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
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: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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
ALG1LSNVMissense_Mutationnovelc.363A>Tp.Glu121Aspp.E121Dprotein_codingdeleterious(0)probably_damaging(0.966)TCGA-A7-A426-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
ALG1LSNVMissense_Mutationrs371544045c.149N>Tp.Thr50Metp.T50Mprotein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ALG1LSNVMissense_Mutationnovelc.609G>Tp.Gln203Hisp.Q203Hprotein_codingdeleterious_low_confidence(0.01)benign(0.102)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ALG1LSNVMissense_Mutationrs139400046c.571N>Ap.Pro191Thrp.P191Tprotein_codingdeleterious_low_confidence(0)benign(0)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
ALG1LSNVMissense_Mutationnovelc.73G>Ap.Ala25Thrp.A25Tprotein_codingtolerated(0.1)possibly_damaging(0.584)TCGA-AX-A2IN-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
ALG1LSNVMissense_Mutationnovelc.253T>Cp.Ser85Prop.S85Pprotein_codingdeleterious(0)probably_damaging(0.997)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ALG1LSNVMissense_Mutationnovelc.445N>Gp.Leu149Valp.L149Vprotein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-DD-AAVR-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
ALG1LSNVMissense_Mutationrs373951263c.121N>Ap.Glu41Lysp.E41Kprotein_codingtolerated(0.61)benign(0.22)TCGA-55-7911-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ALG1LSNVMissense_Mutationrs770698301c.587N>Ap.Arg196Hisp.R196Hprotein_codingdeleterious_low_confidence(0)benign(0.007)TCGA-MF-A522-01Lunglung squamous cell carcinomaMale<65I/IIChemotherapycisplatinPD
ALG1LSNVMissense_Mutationrs368430945c.119N>Ap.Arg40Hisp.R40Hprotein_codingtolerated(0.29)benign(0.001)TCGA-CQ-A4C9-01Oral cavityhead & neck squamous cell carcinomaMale<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
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