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: AGPAT4

Gene summary for AGPAT4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AGPAT4

Gene ID

56895

Gene name1-acylglycerol-3-phosphate O-acyltransferase 4
Gene Alias1-AGPAT4
Cytomap6q26
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q9NRZ5


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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
56895AGPAT4LZE8THumanEsophagusESCC1.88e-029.06e-020.067
56895AGPAT4P4T-EHumanEsophagusESCC2.68e-059.85e-020.1323
56895AGPAT4P5T-EHumanEsophagusESCC2.11e-065.27e-020.1327
56895AGPAT4P10T-EHumanEsophagusESCC8.84e-051.06e-010.116
56895AGPAT4P11T-EHumanEsophagusESCC8.62e-042.35e-010.1426
56895AGPAT4P12T-EHumanEsophagusESCC1.80e-024.37e-020.1122
56895AGPAT4P15T-EHumanEsophagusESCC2.53e-025.63e-020.1149
56895AGPAT4P16T-EHumanEsophagusESCC4.44e-081.00e-010.1153
56895AGPAT4P19T-EHumanEsophagusESCC3.49e-032.19e-010.1662
56895AGPAT4P21T-EHumanEsophagusESCC1.02e-316.39e-010.1617
56895AGPAT4P23T-EHumanEsophagusESCC4.61e-071.03e-010.108
56895AGPAT4P24T-EHumanEsophagusESCC8.40e-049.20e-020.1287
56895AGPAT4P26T-EHumanEsophagusESCC6.38e-315.44e-010.1276
56895AGPAT4P32T-EHumanEsophagusESCC7.74e-112.49e-010.1666
56895AGPAT4P36T-EHumanEsophagusESCC3.87e-031.87e-010.1187
56895AGPAT4P37T-EHumanEsophagusESCC1.36e-214.79e-010.1371
56895AGPAT4P47T-EHumanEsophagusESCC1.66e-024.48e-020.1067
56895AGPAT4P52T-EHumanEsophagusESCC9.44e-071.51e-010.1555
56895AGPAT4P54T-EHumanEsophagusESCC1.67e-025.00e-020.0975
56895AGPAT4P61T-EHumanEsophagusESCC2.24e-036.71e-020.099
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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
∗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:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00066541EsophagusESCCphosphatidic acid biosynthetic process26/855233/187231.06e-047.43e-0426
GO:00464733EsophagusESCCphosphatidic acid metabolic process28/855237/187232.00e-041.26e-0328
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00463411EsophagusESCCCDP-diacylglycerol metabolic process11/855214/187231.30e-024.27e-0211
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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
AGPAT4SNVMissense_Mutationc.668N>Tp.Ser223Leup.S223LQ9NRZ5protein_codingtolerated(0.13)benign(0.379)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
AGPAT4SNVMissense_Mutationc.413T>Cp.Phe138Serp.F138SQ9NRZ5protein_codingdeleterious(0)possibly_damaging(0.703)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
AGPAT4SNVMissense_Mutationnovelc.236N>Ap.Pro79Glnp.P79QQ9NRZ5protein_codingtolerated(0.53)probably_damaging(0.972)TCGA-OL-A6VR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AGPAT4insertionNonsense_Mutationnovelc.256_257insAACACCCAAACAACTAAp.Gly86GlufsTer6p.G86Efs*6Q9NRZ5protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AGPAT4insertionFrame_Shift_Insnovelc.255_256insTCTATTTATAGGACTTCACTCATTACTGTp.Gly86SerfsTer40p.G86Sfs*40Q9NRZ5protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AGPAT4SNVMissense_Mutationc.328N>Ap.Glu110Lysp.E110KQ9NRZ5protein_codingdeleterious(0)possibly_damaging(0.536)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AGPAT4SNVMissense_Mutationnovelc.155N>Ap.Arg52Lysp.R52KQ9NRZ5protein_codingtolerated(0.23)benign(0.006)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AGPAT4insertionFrame_Shift_Insrs750826126c.907dupCp.Arg303ProfsTer60p.R303Pfs*60Q9NRZ5protein_codingTCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
AGPAT4SNVMissense_Mutationnovelc.614N>Cp.Leu205Serp.L205SQ9NRZ5protein_codingdeleterious(0)possibly_damaging(0.752)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AGPAT4SNVMissense_Mutationc.634N>Ap.Ala212Thrp.A212TQ9NRZ5protein_codingtolerated(1)benign(0.373)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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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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