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: LPCAT3

Gene summary for LPCAT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LPCAT3

Gene ID

10162

Gene namelysophosphatidylcholine acyltransferase 3
Gene AliasC3F
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q6P1A2


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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
10162LPCAT3CCI_2HumanCervixCC1.73e-101.11e+000.5249
10162LPCAT3CCI_3HumanCervixCC2.79e-141.01e+000.516
10162LPCAT3sample3HumanCervixCC1.71e-031.56e-010.1387
10162LPCAT3T3HumanCervixCC9.25e-031.54e-010.1389
10162LPCAT3HTA11_3410_2000001011HumanColorectumAD1.80e-26-6.74e-010.0155
10162LPCAT3HTA11_2487_2000001011HumanColorectumSER1.02e-15-6.74e-01-0.1808
10162LPCAT3HTA11_2951_2000001011HumanColorectumAD3.65e-03-6.74e-010.0216
10162LPCAT3HTA11_1938_2000001011HumanColorectumAD6.51e-12-6.74e-01-0.0811
10162LPCAT3HTA11_78_2000001011HumanColorectumAD6.05e-16-6.66e-01-0.1088
10162LPCAT3HTA11_347_2000001011HumanColorectumAD1.76e-24-6.64e-01-0.1954
10162LPCAT3HTA11_2112_2000001011HumanColorectumSER1.42e-02-6.74e-01-0.2196
10162LPCAT3HTA11_3361_2000001011HumanColorectumAD2.23e-12-6.74e-01-0.1207
10162LPCAT3HTA11_83_2000001011HumanColorectumSER7.22e-10-6.74e-01-0.1526
10162LPCAT3HTA11_696_2000001011HumanColorectumAD8.59e-39-6.70e-01-0.1464
10162LPCAT3HTA11_866_2000001011HumanColorectumAD2.11e-32-6.65e-01-0.1001
10162LPCAT3HTA11_1391_2000001011HumanColorectumAD7.12e-19-6.67e-01-0.059
10162LPCAT3HTA11_2992_2000001011HumanColorectumSER2.56e-04-6.74e-01-0.1706
10162LPCAT3HTA11_5212_2000001011HumanColorectumAD3.68e-05-6.74e-01-0.2061
10162LPCAT3HTA11_5216_2000001011HumanColorectumSER3.65e-03-6.74e-01-0.1462
10162LPCAT3HTA11_546_2000001011HumanColorectumAD1.73e-08-6.74e-01-0.0842
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

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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:004586210CervixCCpositive regulation of proteolysis95/2311372/187231.84e-126.86e-1095
GO:190589710CervixCCregulation of response to endoplasmic reticulum stress27/231182/187239.24e-073.25e-0527
GO:004887210CervixCChomeostasis of number of cells61/2311272/187232.17e-066.55e-0561
GO:003497610CervixCCresponse to endoplasmic reticulum stress57/2311256/187235.81e-061.42e-0457
GO:190357310CervixCCnegative regulation of response to endoplasmic reticulum stress17/231144/187238.57e-061.97e-0417
GO:00507273CervixCCregulation of inflammatory response75/2311386/187233.95e-056.18e-0475
GO:00069846CervixCCER-nucleus signaling pathway16/231146/187237.12e-059.90e-0416
GO:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:00321022CervixCCnegative regulation of response to external stimulus75/2311420/187235.96e-045.61e-0375
GO:0031348CervixCCnegative regulation of defense response48/2311258/187232.30e-031.65e-0248
GO:0045862ColorectumADpositive regulation of proteolysis129/3918372/187234.04e-103.46e-08129
GO:0034976ColorectumADresponse to endoplasmic reticulum stress90/3918256/187238.48e-084.28e-0690
GO:0048872ColorectumADhomeostasis of number of cells87/3918272/187231.16e-052.61e-0487
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:1905897ColorectumADregulation of response to endoplasmic reticulum stress32/391882/187231.37e-041.95e-0332
GO:0006984ColorectumADER-nucleus signaling pathway21/391846/187231.47e-042.08e-0321
GO:0030258ColorectumADlipid modification67/3918212/187231.66e-042.27e-0367
GO:0006575ColorectumADcellular modified amino acid metabolic process59/3918188/187234.80e-045.27e-0359
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:0007029ColorectumADendoplasmic reticulum organization31/391887/187231.08e-031.00e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04216ColorectumADFerroptosis21/209241/84652.23e-041.78e-031.13e-0321
hsa042161ColorectumADFerroptosis21/209241/84652.23e-041.78e-031.13e-0321
hsa042162ColorectumMSSFerroptosis18/187541/84651.53e-038.53e-035.23e-0318
hsa042163ColorectumMSSFerroptosis18/187541/84651.53e-038.53e-035.23e-0318
hsa042164ColorectumFAPFerroptosis18/140441/84653.49e-053.65e-042.22e-0418
hsa042165ColorectumFAPFerroptosis18/140441/84653.49e-053.65e-042.22e-0418
hsa0421628EsophagusHGINFerroptosis15/138341/84651.35e-031.26e-021.00e-0215
hsa04216111EsophagusHGINFerroptosis15/138341/84651.35e-031.26e-021.00e-0215
hsa0421629EsophagusESCCFerroptosis33/420541/84654.58e-051.99e-041.02e-0433
hsa0421638EsophagusESCCFerroptosis33/420541/84654.58e-051.99e-041.02e-0433
hsa042168LiverNAFLDFerroptosis12/104341/84652.98e-032.96e-022.39e-0212
hsa0421611LiverNAFLDFerroptosis12/104341/84652.98e-032.96e-022.39e-0212
hsa0421641LiverHCCFerroptosis33/402041/84651.42e-059.88e-055.50e-0533
hsa0421651LiverHCCFerroptosis33/402041/84651.42e-059.88e-055.50e-0533
hsa0421620Oral cavityOSCCFerroptosis29/370441/84654.26e-041.30e-036.60e-0429
hsa04216110Oral cavityOSCCFerroptosis29/370441/84654.26e-041.30e-036.60e-0429
hsa0421627Oral cavityLPFerroptosis19/241841/84651.15e-023.91e-022.52e-0219
hsa0421637Oral cavityLPFerroptosis19/241841/84651.15e-023.91e-022.52e-0219
hsa0421643Oral cavityNEOLPFerroptosis14/111241/84654.69e-042.71e-031.71e-0314
hsa0421653Oral cavityNEOLPFerroptosis14/111241/84654.69e-042.71e-031.71e-0314
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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
LPCAT3SNVMissense_Mutationrs781889016c.1216A>Cp.Thr406Prop.T406PQ6P1A2protein_codingtolerated(0.35)benign(0.305)TCGA-A8-A07F-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
LPCAT3SNVMissense_Mutationnovelc.791N>Gp.His264Argp.H264RQ6P1A2protein_codingtolerated(0.93)benign(0)TCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LPCAT3SNVMissense_Mutationrs781889016c.1216N>Cp.Thr406Prop.T406PQ6P1A2protein_codingtolerated(0.35)benign(0.305)TCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
LPCAT3deletionFrame_Shift_Delc.915_958delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Phe305LeufsTer6p.F305Lfs*6Q6P1A2protein_codingTCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
LPCAT3SNVMissense_Mutationrs782146370c.1039N>Tp.Arg347Cysp.R347CQ6P1A2protein_codingdeleterious(0)probably_damaging(0.991)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LPCAT3SNVMissense_Mutationrs782213474c.908A>Gp.Asn303Serp.N303SQ6P1A2protein_codingtolerated(0.07)benign(0.027)TCGA-ZJ-A8QR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LPCAT3SNVMissense_Mutationc.902G>Ap.Gly301Aspp.G301DQ6P1A2protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LPCAT3SNVMissense_Mutationc.530C>Tp.Ala177Valp.A177VQ6P1A2protein_codingtolerated(0.06)benign(0.076)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LPCAT3SNVMissense_Mutationc.503C>Gp.Ser168Cysp.S168CQ6P1A2protein_codingdeleterious(0.04)possibly_damaging(0.815)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
LPCAT3SNVMissense_Mutationnovelc.570C>Ap.Phe190Leup.F190LQ6P1A2protein_codingtolerated(0.07)possibly_damaging(0.699)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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