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: LPIN1

Gene summary for LPIN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LPIN1

Gene ID

23175

Gene namelipin 1
Gene AliasPAP1
Cytomap2p25.1
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q14693


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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
23175LPIN1LZE4THumanEsophagusESCC1.24e-061.22e-010.0811
23175LPIN1LZE7THumanEsophagusESCC3.50e-035.21e-010.0667
23175LPIN1LZE8THumanEsophagusESCC4.28e-02-6.22e-020.067
23175LPIN1LZE24THumanEsophagusESCC1.84e-071.86e-020.0596
23175LPIN1LZE21THumanEsophagusESCC2.62e-021.32e-020.0655
23175LPIN1LZE6THumanEsophagusESCC9.65e-032.55e-020.0845
23175LPIN1P2T-EHumanEsophagusESCC2.80e-172.80e-010.1177
23175LPIN1P4T-EHumanEsophagusESCC5.46e-115.10e-020.1323
23175LPIN1P5T-EHumanEsophagusESCC1.37e-02-1.64e-010.1327
23175LPIN1P8T-EHumanEsophagusESCC1.99e-06-8.97e-020.0889
23175LPIN1P9T-EHumanEsophagusESCC4.57e-112.50e-020.1131
23175LPIN1P10T-EHumanEsophagusESCC1.63e-285.13e-010.116
23175LPIN1P11T-EHumanEsophagusESCC4.33e-04-6.30e-020.1426
23175LPIN1P12T-EHumanEsophagusESCC1.22e-159.28e-020.1122
23175LPIN1P15T-EHumanEsophagusESCC4.39e-151.01e-010.1149
23175LPIN1P16T-EHumanEsophagusESCC2.06e-109.11e-020.1153
23175LPIN1P20T-EHumanEsophagusESCC1.02e-06-6.90e-020.1124
23175LPIN1P21T-EHumanEsophagusESCC1.11e-151.03e-010.1617
23175LPIN1P22T-EHumanEsophagusESCC2.55e-192.99e-010.1236
23175LPIN1P23T-EHumanEsophagusESCC3.05e-111.60e-010.108
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00310999Oral cavityOSCCregeneration114/7305198/187238.54e-081.50e-06114
GO:003286916Oral cavityOSCCcellular response to insulin stimulus114/7305203/187235.07e-077.41e-06114
GO:007137510Oral cavityOSCCcellular response to peptide hormone stimulus153/7305290/187231.23e-061.63e-05153
GO:004343419Oral cavityOSCCresponse to peptide hormone208/7305414/187231.83e-062.35e-05208
GO:003286816Oral cavityOSCCresponse to insulin138/7305264/187237.54e-068.15e-05138
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
GO:00090627Oral cavityOSCCfatty acid catabolic process59/7305100/187233.99e-053.48e-0459
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:00311008Oral cavityOSCCanimal organ regeneration45/730576/187232.83e-041.79e-0345
GO:00723296Oral cavityOSCCmonocarboxylic acid catabolic process66/7305122/187235.02e-042.95e-0366
GO:00510813Oral cavityOSCCnuclear envelope disassembly10/730511/187235.78e-043.30e-0310
GO:00072723Oral cavityOSCCensheathment of neurons72/7305136/187236.59e-043.70e-0372
GO:00083663Oral cavityOSCCaxon ensheathment72/7305136/187236.59e-043.70e-0372
GO:00425523Oral cavityOSCCmyelination71/7305134/187236.93e-043.86e-0371
GO:00519605Oral cavityOSCCregulation of nervous system development205/7305443/187239.80e-045.11e-03205
GO:00303973Oral cavityOSCCmembrane disassembly10/730512/187232.25e-031.00e-0210
GO:00442826Oral cavityOSCCsmall molecule catabolic process174/7305376/187232.25e-031.00e-02174
GO:001092110Oral cavityOSCCregulation of phosphatase activity46/730584/187232.43e-031.07e-0246
GO:00442426Oral cavityOSCCcellular lipid catabolic process104/7305214/187232.61e-031.15e-02104
GO:00468906Oral cavityOSCCregulation of lipid biosynthetic process85/7305171/187232.79e-031.21e-0285
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041505EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0415013EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa049362LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa041502LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa049363LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa0415011LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa041504Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa049365Oral cavityOSCCAlcoholic liver disease78/3704142/84654.53e-031.12e-025.68e-0378
hsa0415012Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa0493612Oral cavityOSCCAlcoholic liver disease78/3704142/84654.53e-031.12e-025.68e-0378
hsa0415021Oral cavityEOLPmTOR signaling pathway34/1218156/84657.59e-032.17e-021.28e-0234
hsa041503Oral cavityEOLPmTOR signaling pathway34/1218156/84657.59e-032.17e-021.28e-0234
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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
LPIN1SNVMissense_Mutationc.195N>Tp.Lys65Asnp.K65NQ14693protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LPIN1SNVMissense_Mutationc.485N>Tp.Ala162Valp.A162VQ14693protein_codingtolerated(0.2)benign(0.007)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
LPIN1SNVMissense_Mutationrs371419134c.584N>Tp.Pro195Leup.P195LQ14693protein_codingtolerated(0.36)benign(0)TCGA-BH-A208-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LPIN1SNVMissense_Mutationrs776351541c.2605N>Gp.Lys869Glup.K869EQ14693protein_codingdeleterious(0.02)possibly_damaging(0.846)TCGA-E9-A22A-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
LPIN1SNVMissense_Mutationrs754012602c.1388C>Tp.Thr463Metp.T463MQ14693protein_codingtolerated(0.12)benign(0.21)TCGA-GM-A5PV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
LPIN1SNVMissense_Mutationc.195G>Tp.Lys65Asnp.K65NQ14693protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LPIN1SNVMissense_Mutationrs746840869c.1525G>Ap.Ala509Thrp.A509TQ14693protein_codingtolerated(0.51)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LPIN1SNVMissense_Mutationnovelc.2525G>Ap.Ser842Asnp.S842NQ14693protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LPIN1SNVMissense_Mutationc.1068N>Ap.Met356Ilep.M356IQ14693protein_codingdeleterious(0.04)probably_damaging(0.977)TCGA-C5-A7CO-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
LPIN1SNVMissense_Mutationc.824N>Tp.Ser275Leup.S275LQ14693protein_codingtolerated(0.13)benign(0.025)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<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
23175LPIN1ENZYMErosiglitazoneROSIGLITAZONE18693052
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