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: LPCAT4

Gene summary for LPCAT4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LPCAT4

Gene ID

254531

Gene namelysophosphatidylcholine acyltransferase 4
Gene AliasAGPAT7
Cytomap15q14
Gene Typeprotein-coding
GO ID

GO:0006575

UniProtAcc

Q643R3


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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
254531LPCAT4HTA11_2487_2000001011HumanColorectumSER3.69e-106.51e-01-0.1808
254531LPCAT4HTA11_78_2000001011HumanColorectumAD4.86e-054.20e-01-0.1088
254531LPCAT4HTA11_347_2000001011HumanColorectumAD1.82e-288.42e-01-0.1954
254531LPCAT4HTA11_411_2000001011HumanColorectumSER5.66e-059.80e-01-0.2602
254531LPCAT4HTA11_83_2000001011HumanColorectumSER1.79e-044.63e-01-0.1526
254531LPCAT4HTA11_696_2000001011HumanColorectumAD4.44e-086.31e-01-0.1464
254531LPCAT4HTA11_5212_2000001011HumanColorectumAD7.42e-035.38e-01-0.2061
254531LPCAT4HTA11_5216_2000001011HumanColorectumSER3.07e-035.60e-01-0.1462
254531LPCAT4A002-C-010HumanColorectumFAP1.24e-07-2.72e-010.242
254531LPCAT4A015-C-203HumanColorectumFAP3.94e-16-1.89e-01-0.1294
254531LPCAT4A002-C-201HumanColorectumFAP1.17e-03-1.70e-010.0324
254531LPCAT4A002-C-203HumanColorectumFAP3.17e-07-1.98e-010.2786
254531LPCAT4A001-C-119HumanColorectumFAP6.07e-03-3.52e-01-0.1557
254531LPCAT4A001-C-108HumanColorectumFAP7.33e-10-2.28e-01-0.0272
254531LPCAT4A002-C-205HumanColorectumFAP6.98e-08-2.81e-01-0.1236
254531LPCAT4A001-C-104HumanColorectumFAP3.56e-06-2.34e-010.0184
254531LPCAT4A015-C-006HumanColorectumFAP1.30e-04-2.63e-01-0.0994
254531LPCAT4A015-C-106HumanColorectumFAP9.32e-09-1.42e-01-0.0511
254531LPCAT4A002-C-114HumanColorectumFAP5.60e-05-1.90e-01-0.1561
254531LPCAT4A015-C-104HumanColorectumFAP1.80e-17-2.88e-01-0.1899
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0006575ColorectumADcellular modified amino acid metabolic process59/3918188/187234.80e-045.27e-0359
GO:0006650ColorectumADglycerophospholipid metabolic process83/3918306/187235.40e-033.55e-0283
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00066501ColorectumSERglycerophospholipid metabolic process64/2897306/187236.41e-034.60e-0264
GO:0008654ColorectumFAPphospholipid biosynthetic process54/2622253/187238.88e-049.08e-0354
GO:00066502ColorectumFAPglycerophospholipid metabolic process62/2622306/187231.54e-031.38e-0262
GO:00066442ColorectumFAPphospholipid metabolic process74/2622383/187232.24e-031.83e-0274
GO:0046473ColorectumFAPphosphatidic acid metabolic process12/262237/187233.43e-032.48e-0212
GO:0046474ColorectumFAPglycerophospholipid biosynthetic process44/2622211/187233.98e-032.76e-0244
GO:0006658ColorectumFAPphosphatidylserine metabolic process9/262225/187235.01e-033.33e-029
GO:00450172ColorectumFAPglycerolipid biosynthetic process50/2622252/187236.32e-033.95e-0250
GO:00086541ColorectumCRCphospholipid biosynthetic process49/2078253/187237.07e-051.51e-0349
GO:00066503ColorectumCRCglycerophospholipid metabolic process55/2078306/187232.10e-043.55e-0355
GO:00450173ColorectumCRCglycerolipid biosynthetic process47/2078252/187232.47e-044.06e-0347
GO:00066443ColorectumCRCphospholipid metabolic process65/2078383/187233.21e-044.95e-0365
GO:00464741ColorectumCRCglycerophospholipid biosynthetic process40/2078211/187234.91e-047.02e-0340
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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
LPCAT4SNVMissense_Mutationc.877N>Gp.Met293Valp.M293VQ643R3protein_codingdeleterious(0)probably_damaging(0.98)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LPCAT4deletionFrame_Shift_Delc.169delNp.Val57SerfsTer38p.V57Sfs*38Q643R3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LPCAT4SNVMissense_Mutationrs764269629c.664N>Ap.Ala222Thrp.A222TQ643R3protein_codingdeleterious(0.03)possibly_damaging(0.7)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LPCAT4SNVMissense_Mutationc.562N>Tp.Arg188Trpp.R188WQ643R3protein_codingdeleterious(0)probably_damaging(1)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LPCAT4SNVMissense_Mutationc.967N>Cp.Glu323Glnp.E323QQ643R3protein_codingdeleterious(0)probably_damaging(0.922)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LPCAT4SNVMissense_Mutationnovelc.328C>Tp.Arg110Cysp.R110CQ643R3protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
LPCAT4SNVMissense_Mutationc.523N>Tp.Pro175Serp.P175SQ643R3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LPCAT4SNVMissense_Mutationc.380C>Tp.Ala127Valp.A127VQ643R3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
LPCAT4SNVMissense_Mutationc.50G>Ap.Gly17Glup.G17EQ643R3protein_codingtolerated_low_confidence(0.58)benign(0.001)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LPCAT4SNVMissense_Mutationrs527812170c.1228N>Tp.Arg410Cysp.R410CQ643R3protein_codingtolerated(0.08)benign(0)TCGA-F5-6814-01Colorectumrectum 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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