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: AGMO

Gene summary for AGMO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AGMO

Gene ID

392636

Gene namealkylglycerol monooxygenase
Gene AliasTMEM195
Cytomap7p21.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q6ZNB7


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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
392636AGMONAFLD1HumanLiverNAFLD4.03e-151.34e+00-0.04
392636AGMOS41HumanLiverCirrhotic3.19e-036.76e-01-0.0343
392636AGMOS43HumanLiverCirrhotic3.82e-07-3.02e-01-0.0187
392636AGMOHCC1_MengHumanLiverHCC1.56e-1186.60e-020.0246
392636AGMOHCC2_MengHumanLiverHCC3.20e-16-3.58e-010.0107
392636AGMOcirrhotic1HumanLiverCirrhotic1.23e-12-3.42e-010.0202
392636AGMOcirrhotic2HumanLiverCirrhotic3.30e-13-3.08e-010.0201
392636AGMOcirrhotic3HumanLiverCirrhotic9.79e-03-3.70e-010.0215
392636AGMOHCC1HumanLiverHCC7.27e-062.15e+000.5336
392636AGMOHCC2HumanLiverHCC2.10e-082.36e+000.5341
392636AGMOHCC5HumanLiverHCC4.27e-068.84e-010.4932
392636AGMOPt13.aHumanLiverHCC3.67e-06-3.24e-010.021
392636AGMOPt13.bHumanLiverHCC4.79e-08-2.92e-010.0251
392636AGMOPt14.dHumanLiverHCC2.95e-09-3.77e-010.0143
392636AGMOS014HumanLiverHCC1.42e-101.04e+000.2254
392636AGMOS015HumanLiverHCC3.82e-027.70e-010.2375
392636AGMOS016HumanLiverHCC3.41e-261.58e+000.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00066413LiverNAFLDtriglyceride metabolic process29/1882100/187239.51e-087.62e-0629
GO:00066392LiverNAFLDacylglycerol metabolic process32/1882128/187238.82e-074.60e-0532
GO:00066382LiverNAFLDneutral lipid metabolic process32/1882129/187231.06e-065.35e-0532
GO:00464863LiverNAFLDglycerolipid metabolic process66/1882392/187231.94e-055.52e-0466
GO:00194322LiverNAFLDtriglyceride biosynthetic process13/188242/187231.60e-042.94e-0313
GO:00450174LiverNAFLDglycerolipid biosynthetic process43/1882252/187233.83e-045.73e-0343
GO:00464601LiverNAFLDneutral lipid biosynthetic process13/188250/187231.04e-031.22e-0213
GO:00464631LiverNAFLDacylglycerol biosynthetic process13/188250/187231.04e-031.22e-0213
GO:000664111LiverCirrhotictriglyceride metabolic process40/4634100/187235.36e-044.23e-0340
GO:0006643LiverCirrhoticmembrane lipid metabolic process69/4634203/187231.89e-031.19e-0269
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:004501711LiverHCCglycerolipid biosynthetic process143/7958252/187233.27e-064.31e-05143
GO:00066431LiverHCCmembrane lipid metabolic process115/7958203/187233.17e-053.22e-04115
GO:00066412LiverHCCtriglyceride metabolic process59/7958100/187236.35e-043.93e-0359
GO:000663911LiverHCCacylglycerol metabolic process72/7958128/187231.16e-036.54e-0372
GO:000663811LiverHCCneutral lipid metabolic process72/7958129/187231.54e-038.14e-0372
GO:00194321LiverHCCtriglyceride biosynthetic process26/795842/187238.76e-033.41e-0226
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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
AGMOSNVMissense_Mutationc.961N>Gp.Thr321Alap.T321AQ6ZNB7protein_codingdeleterious(0.04)benign(0.034)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AGMOSNVMissense_Mutationc.25N>Cp.Asp9Hisp.D9HQ6ZNB7protein_codingtolerated(0.05)benign(0.031)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
AGMOSNVMissense_Mutationc.1128G>Cp.Leu376Phep.L376FQ6ZNB7protein_codingdeleterious(0.03)possibly_damaging(0.542)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AGMOSNVMissense_Mutationnovelc.1194N>Cp.Leu398Phep.L398FQ6ZNB7protein_codingtolerated(0.26)possibly_damaging(0.569)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
AGMOSNVMissense_Mutationrs756450306c.79G>Ap.Glu27Lysp.E27KQ6ZNB7protein_codingdeleterious(0.03)possibly_damaging(0.892)TCGA-ZJ-AB0H-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
AGMOSNVMissense_Mutationnovelc.418A>Gp.Ile140Valp.I140VQ6ZNB7protein_codingtolerated(0.17)benign(0.123)TCGA-ZX-AA5X-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
AGMOSNVMissense_Mutationrs769378096c.146N>Ap.Ser49Tyrp.S49YQ6ZNB7protein_codingtolerated(1)benign(0.042)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AGMOSNVMissense_Mutationc.578N>Cp.Asn193Thrp.N193TQ6ZNB7protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
AGMOSNVMissense_Mutationnovelc.682A>Cp.Asn228Hisp.N228HQ6ZNB7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
AGMOSNVMissense_Mutationnovelc.590A>Gp.Gln197Argp.Q197RQ6ZNB7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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