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: NPL

Gene summary for NPL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NPL

Gene ID

80896

Gene nameN-acetylneuraminate pyruvate lyase
Gene AliasC112
Cytomap1q25.3
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q9BXD5


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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
80896NPLLZE4THumanEsophagusESCC4.81e-154.73e-010.0811
80896NPLLZE8THumanEsophagusESCC4.10e-061.99e-010.067
80896NPLLZE24THumanEsophagusESCC2.30e-041.92e-010.0596
80896NPLLZE21THumanEsophagusESCC3.18e-043.74e-010.0655
80896NPLP1T-EHumanEsophagusESCC2.73e-021.70e-010.0875
80896NPLP2T-EHumanEsophagusESCC1.41e-194.65e-010.1177
80896NPLP4T-EHumanEsophagusESCC5.71e-113.18e-010.1323
80896NPLP5T-EHumanEsophagusESCC6.56e-035.02e-030.1327
80896NPLP8T-EHumanEsophagusESCC1.42e-073.07e-020.0889
80896NPLP9T-EHumanEsophagusESCC9.28e-204.77e-010.1131
80896NPLP11T-EHumanEsophagusESCC2.23e-092.74e-010.1426
80896NPLP15T-EHumanEsophagusESCC4.75e-071.18e-010.1149
80896NPLP20T-EHumanEsophagusESCC8.76e-184.79e-010.1124
80896NPLP21T-EHumanEsophagusESCC1.45e-023.59e-020.1617
80896NPLP22T-EHumanEsophagusESCC7.73e-162.69e-010.1236
80896NPLP23T-EHumanEsophagusESCC1.37e-176.08e-010.108
80896NPLP24T-EHumanEsophagusESCC4.29e-051.29e-010.1287
80896NPLP26T-EHumanEsophagusESCC5.25e-205.07e-010.1276
80896NPLP27T-EHumanEsophagusESCC8.46e-101.97e-010.1055
80896NPLP28T-EHumanEsophagusESCC9.65e-133.04e-010.1149
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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
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:000038117Oral cavityLPregulation of alternative mRNA splicing, via spliceosome27/462360/187234.71e-044.43e-0327
GO:003052219Oral cavityLPintracellular receptor signaling pathway87/4623265/187231.63e-031.25e-0287
GO:000606613Oral cavityLPalcohol metabolic process111/4623353/187232.24e-031.62e-02111
GO:005077711Oral cavityLPnegative regulation of immune response65/4623194/187233.47e-032.32e-0265
GO:004424213Oral cavityLPcellular lipid catabolic process70/4623214/187234.82e-033.05e-0270
GO:00506881Oral cavityLPregulation of defense response to virus27/462369/187235.55e-033.35e-0227
GO:000268315Oral cavityLPnegative regulation of immune system process130/4623434/187236.70e-033.90e-02130
GO:190331124Oral cavityEOLPregulation of mRNA metabolic process102/2218288/187238.13e-262.44e-22102
GO:004348426Oral cavityEOLPregulation of RNA splicing59/2218148/187232.64e-185.27e-1559
GO:000838025Oral cavityEOLPRNA splicing115/2218434/187232.24e-173.04e-14115
GO:005068424Oral cavityEOLPregulation of mRNA processing55/2218137/187232.54e-173.04e-1455
GO:004802425Oral cavityEOLPregulation of mRNA splicing, via spliceosome42/2218101/187233.41e-141.28e-1142
GO:000276413Oral cavityEOLPimmune response-regulating signaling pathway108/2218468/187234.04e-127.34e-10108
GO:000037725Oral cavityEOLPRNA splicing, via transesterification reactions with bulged adenosine as nucleophile80/2218320/187234.20e-115.60e-0980
GO:000039825Oral cavityEOLPmRNA splicing, via spliceosome80/2218320/187234.20e-115.60e-0980
GO:001049825Oral cavityEOLPproteasomal protein catabolic process108/2218490/187237.79e-119.51e-09108
GO:000037525Oral cavityEOLPRNA splicing, via transesterification reactions80/2218324/187238.11e-119.53e-0980
GO:000283121Oral cavityEOLPregulation of response to biotic stimulus80/2218327/187231.31e-101.43e-0880
GO:003497624Oral cavityEOLPresponse to endoplasmic reticulum stress66/2218256/187235.33e-104.31e-0866
GO:004316125Oral cavityEOLPproteasome-mediated ubiquitin-dependent protein catabolic process92/2218412/187239.87e-106.96e-0892
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005202EsophagusESCCAmino sugar and nucleotide sugar metabolism35/420549/84651.60e-034.88e-032.50e-0335
hsa0052011EsophagusESCCAmino sugar and nucleotide sugar metabolism35/420549/84651.60e-034.88e-032.50e-0335
hsa00520Oral cavityOSCCAmino sugar and nucleotide sugar metabolism34/370449/84652.48e-048.08e-044.11e-0434
hsa005201Oral cavityOSCCAmino sugar and nucleotide sugar metabolism34/370449/84652.48e-048.08e-044.11e-0434
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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
NPLSNVMissense_Mutationnovelc.225N>Cp.Lys75Asnp.K75NQ9BXD5protein_codingdeleterious(0.01)possibly_damaging(0.622)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
NPLinsertionFrame_Shift_Insnovelc.677dupAp.Thr227AspfsTer9p.T227Dfs*9Q9BXD5protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NPLSNVMissense_Mutationc.359C>Tp.Thr120Ilep.T120IQ9BXD5protein_codingdeleterious(0.01)possibly_damaging(0.541)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NPLinsertionFrame_Shift_Insnovelc.677dupAp.Thr227AspfsTer9p.T227Dfs*9Q9BXD5protein_codingTCGA-EK-A2R9-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NPLSNVMissense_Mutationc.883N>Gp.Ser295Glyp.S295GQ9BXD5protein_codingtolerated(0.26)benign(0.001)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NPLSNVMissense_Mutationnovelc.190C>Tp.Arg64Cysp.R64CQ9BXD5protein_codingdeleterious(0.01)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NPLSNVMissense_Mutationrs780412696c.569N>Ap.Arg190Hisp.R190HQ9BXD5protein_codingtolerated(0.43)benign(0.001)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
NPLSNVMissense_Mutationnovelc.920N>Ap.Ser307Tyrp.S307YQ9BXD5protein_codingdeleterious(0.04)benign(0.058)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
NPLSNVMissense_Mutationrs780412696c.569N>Ap.Arg190Hisp.R190HQ9BXD5protein_codingtolerated(0.43)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NPLSNVMissense_Mutationrs139205081c.338N>Tp.Pro113Leup.P113LQ9BXD5protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<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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