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: LAP3

Gene summary for LAP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LAP3

Gene ID

51056

Gene nameleucine aminopeptidase 3
Gene AliasHEL-S-106
Cytomap4p15.32
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

P28838


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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
51056LAP3LZE4THumanEsophagusESCC3.16e-041.08e-010.0811
51056LAP3LZE7THumanEsophagusESCC1.16e-053.62e-010.0667
51056LAP3LZE8THumanEsophagusESCC6.31e-083.54e-010.067
51056LAP3LZE20THumanEsophagusESCC2.24e-084.57e-010.0662
51056LAP3LZE24THumanEsophagusESCC1.88e-207.75e-010.0596
51056LAP3LZE21THumanEsophagusESCC1.43e-041.78e-010.0655
51056LAP3P1T-EHumanEsophagusESCC3.72e-117.06e-010.0875
51056LAP3P2T-EHumanEsophagusESCC7.73e-551.07e+000.1177
51056LAP3P4T-EHumanEsophagusESCC4.12e-246.33e-010.1323
51056LAP3P5T-EHumanEsophagusESCC3.80e-195.17e-010.1327
51056LAP3P8T-EHumanEsophagusESCC2.07e-335.93e-010.0889
51056LAP3P9T-EHumanEsophagusESCC1.27e-177.63e-010.1131
51056LAP3P10T-EHumanEsophagusESCC1.83e-102.27e-010.116
51056LAP3P11T-EHumanEsophagusESCC9.99e-261.18e+000.1426
51056LAP3P12T-EHumanEsophagusESCC9.68e-255.44e-010.1122
51056LAP3P15T-EHumanEsophagusESCC1.97e-134.26e-010.1149
51056LAP3P16T-EHumanEsophagusESCC3.56e-305.81e-010.1153
51056LAP3P17T-EHumanEsophagusESCC2.89e-169.63e-010.1278
51056LAP3P19T-EHumanEsophagusESCC7.62e-049.50e-010.1662
51056LAP3P20T-EHumanEsophagusESCC1.93e-184.17e-010.1124
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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
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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0048018EsophagusESCCGlutathione metabolism44/420557/84651.81e-059.03e-054.63e-0544
hsa0048019EsophagusESCCGlutathione metabolism44/420557/84651.81e-059.03e-054.63e-0544
hsa004809LiverCirrhoticGlutathione metabolism30/253057/84652.63e-041.72e-031.06e-0330
hsa003308LiverCirrhoticArginine and proline metabolism25/253050/84652.18e-039.41e-035.80e-0325
hsa0048012LiverCirrhoticGlutathione metabolism30/253057/84652.63e-041.72e-031.06e-0330
hsa0033011LiverCirrhoticArginine and proline metabolism25/253050/84652.18e-039.41e-035.80e-0325
hsa0048022LiverHCCGlutathione metabolism42/402057/84655.00e-052.62e-041.46e-0442
hsa0033021LiverHCCArginine and proline metabolism33/402050/84656.28e-031.77e-029.83e-0333
hsa0048032LiverHCCGlutathione metabolism42/402057/84655.00e-052.62e-041.46e-0442
hsa0033031LiverHCCArginine and proline metabolism33/402050/84656.28e-031.77e-029.83e-0333
hsa0048016Oral cavityOSCCGlutathione metabolism36/370457/84652.41e-036.41e-033.26e-0336
hsa0033010Oral cavityOSCCArginine and proline metabolism30/370450/84651.50e-023.26e-021.66e-0230
hsa0048017Oral cavityOSCCGlutathione metabolism36/370457/84652.41e-036.41e-033.26e-0336
hsa0033013Oral cavityOSCCArginine and proline metabolism30/370450/84651.50e-023.26e-021.66e-0230
hsa0033023Oral cavityLPArginine and proline metabolism26/241850/84653.94e-042.08e-031.34e-0326
hsa0048024Oral cavityLPGlutathione metabolism25/241857/84659.58e-033.47e-022.24e-0225
hsa0033033Oral cavityLPArginine and proline metabolism26/241850/84653.94e-042.08e-031.34e-0326
hsa0048034Oral cavityLPGlutathione metabolism25/241857/84659.58e-033.47e-022.24e-0225
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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
LAP3SNVMissense_Mutationc.472N>Cp.Gly158Argp.G158RP28838protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-AR-A24Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
LAP3SNVMissense_Mutationnovelc.627G>Tp.Glu209Aspp.E209DP28838protein_codingtolerated(0.2)benign(0.015)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LAP3SNVMissense_Mutationrs748906411c.769G>Ap.Glu257Lysp.E257KP28838protein_codingdeleterious(0)probably_damaging(0.984)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LAP3SNVMissense_Mutationrs781094926c.251N>Ap.Arg84Glnp.R84QP28838protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LAP3SNVMissense_Mutationrs748906411c.769N>Ap.Glu257Lysp.E257KP28838protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LAP3SNVMissense_Mutationc.130N>Ap.Glu44Lysp.E44KP28838protein_codingtolerated(0.18)benign(0.05)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
LAP3SNVMissense_Mutationc.1049T>Cp.Val350Alap.V350AP28838protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-DM-A28A-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
LAP3SNVMissense_Mutationc.776C>Ap.Pro259Glnp.P259QP28838protein_codingdeleterious(0)probably_damaging(1)TCGA-F4-6807-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaCR
LAP3SNVMissense_Mutationc.79N>Tp.Leu27Phep.L27FP28838protein_codingtolerated(0.74)benign(0)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
LAP3SNVMissense_Mutationc.1474N>Ap.Val492Ilep.V492IP28838protein_codingtolerated(0.3)benign(0.007)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=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
51056LAP3PROTEASE, DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL2103847TOSEDOSTAT
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