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: LIPC

Gene summary for LIPC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LIPC

Gene ID

3990

Gene namelipase C, hepatic type
Gene AliasHDLCQ12
Cytomap15q21.3
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

A6H8L5


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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
3990LIPCNAFLD1HumanLiverNAFLD3.04e-121.05e+00-0.04
3990LIPCS43HumanLiverCirrhotic3.42e-05-1.39e-01-0.0187
3990LIPCHCC1_MengHumanLiverHCC5.64e-53-5.50e-020.0246
3990LIPCHCC2_MengHumanLiverHCC2.33e-07-2.01e-010.0107
3990LIPCcirrhotic1HumanLiverCirrhotic5.50e-03-6.83e-020.0202
3990LIPCHCC1HumanLiverHCC4.70e-174.81e+000.5336
3990LIPCHCC2HumanLiverHCC1.24e-163.69e+000.5341
3990LIPCPt13.aHumanLiverHCC1.23e-022.65e-010.021
3990LIPCPt13.bHumanLiverHCC2.74e-193.47e-010.0251
3990LIPCPt14.aHumanLiverHCC6.27e-063.65e-010.0169
3990LIPCPt14.bHumanLiverHCC1.75e-042.98e-010.018
3990LIPCS027HumanLiverHCC4.63e-181.95e+000.2446
3990LIPCS028HumanLiverHCC3.97e-392.00e+000.2503
3990LIPCS029HumanLiverHCC1.65e-402.03e+000.2581
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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:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00160535LiverNAFLDorganic acid biosynthetic process77/1882316/187231.03e-136.69e-1177
GO:00463945LiverNAFLDcarboxylic acid biosynthetic process75/1882314/187236.37e-133.39e-1075
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00442425LiverNAFLDcellular lipid catabolic process52/1882214/187231.15e-092.17e-0752
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00066413LiverNAFLDtriglyceride metabolic process29/1882100/187239.51e-087.62e-0629
GO:00160426LiverNAFLDlipid catabolic process63/1882320/187231.35e-071.02e-0563
GO:0055090LiverNAFLDacylglycerol homeostasis17/188242/187232.22e-071.53e-0517
GO:0070328LiverNAFLDtriglyceride homeostasis17/188242/187232.22e-071.53e-0517
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00723303LiverNAFLDmonocarboxylic acid biosynthetic process46/1882214/187235.06e-073.07e-0546
GO:00066392LiverNAFLDacylglycerol metabolic process32/1882128/187238.82e-074.60e-0532
GO:00066382LiverNAFLDneutral lipid metabolic process32/1882129/187231.06e-065.35e-0532
GO:00303013LiverNAFLDcholesterol transport30/1882117/187231.08e-065.40e-0530
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:00159183LiverNAFLDsterol transport32/1882130/187231.27e-066.01e-0532
GO:00426323LiverNAFLDcholesterol homeostasis26/188296/187231.83e-067.86e-0526
GO:00550923LiverNAFLDsterol homeostasis26/188297/187232.26e-069.51e-0526
GO:00718252LiverNAFLDprotein-lipid complex subunit organization17/188250/187233.92e-061.54e-0417
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049796LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa0497911LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa049792LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049793LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
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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
LIPCSNVMissense_Mutationc.152G>Cp.Arg51Thrp.R51TP11150protein_codingtolerated(0.09)benign(0.046)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LIPCSNVMissense_Mutationnovelc.90N>Tp.Glu30Aspp.E30DP11150protein_codingtolerated(0.16)benign(0.027)TCGA-AA-3664-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LIPCSNVMissense_Mutationc.817N>Ap.Gln273Lysp.Q273KP11150protein_codingtolerated(0.11)benign(0.038)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
LIPCSNVMissense_Mutationc.680N>Gp.His227Argp.H227RP11150protein_codingtolerated(0.27)benign(0.038)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LIPCSNVMissense_Mutationc.845N>Tp.Ser282Leup.S282LP11150protein_codingdeleterious(0)probably_damaging(0.93)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LIPCSNVMissense_Mutationc.878C>Tp.Ala293Valp.A293VP11150protein_codingtolerated(0.09)benign(0.215)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LIPCSNVMissense_Mutationrs776463699c.791C>Tp.Ala264Valp.A264VP11150protein_codingdeleterious(0.03)benign(0.305)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LIPCSNVMissense_Mutationc.219G>Tp.Gln73Hisp.Q73HP11150protein_codingtolerated(0.06)probably_damaging(0.925)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LIPCSNVMissense_Mutationnovelc.1472C>Ap.Ser491Tyrp.S491YP11150protein_codingtolerated(1)benign(0.316)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
LIPCSNVMissense_Mutationrs761575901c.862N>Ap.Asp288Asnp.D288NP11150protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AG-4022-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
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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
3990LIPCENZYME, PHOSPHOLIPASE, LIPASE, DRUGGABLE GENOMEETHANOLALCOHOL7163806
3990LIPCENZYME, PHOSPHOLIPASE, LIPASE, DRUGGABLE GENOMEpravastatinPRAVASTATIN16103896,16115483
3990LIPCENZYME, PHOSPHOLIPASE, LIPASE, DRUGGABLE GENOMEfluvastatinFLUVASTATIN16103896
3990LIPCENZYME, PHOSPHOLIPASE, LIPASE, DRUGGABLE GENOMEHEMOCLARPENTOSAN POLYSULFATE SODIUM2433786
3990LIPCENZYME, PHOSPHOLIPASE, LIPASE, DRUGGABLE GENOMEATORVASTATINATORVASTATIN12547874
3990LIPCENZYME, PHOSPHOLIPASE, LIPASE, DRUGGABLE GENOMEHEPARINHEPARIN4082106,3360217
3990LIPCENZYME, PHOSPHOLIPASE, LIPASE, DRUGGABLE GENOMEsimvastatinSIMVASTATIN16103896
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