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: NPW

Gene summary for NPW

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NPW

Gene ID

283869

Gene nameneuropeptide W
Gene AliasL8
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q8N729


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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
283869NPWGSM4909281HumanBreastIDC4.72e-071.87e-010.21
283869NPWGSM4909285HumanBreastIDC5.65e-375.47e-010.21
283869NPWGSM4909287HumanBreastIDC1.76e-174.55e-010.2057
283869NPWGSM4909290HumanBreastIDC3.19e-225.79e-010.2096
283869NPWGSM4909297HumanBreastIDC2.29e-042.30e-010.1517
283869NPWGSM4909304HumanBreastIDC2.63e-245.27e-010.1636
283869NPWGSM4909317HumanBreastIDC1.40e-561.15e+000.1355
283869NPWGSM4909318HumanBreastIDC6.00e-181.04e+000.2031
283869NPWGSM4909321HumanBreastIDC1.30e-093.82e-010.1559
283869NPWM1HumanBreastIDC1.12e-021.86e-010.1577
283869NPWLZE5THumanEsophagusESCC1.40e-065.85e-010.0514
283869NPWLZE22D1HumanEsophagusHGIN4.30e-073.77e-010.0595
283869NPWLZE22THumanEsophagusESCC3.15e-151.00e+000.068
283869NPWLZE24THumanEsophagusESCC1.46e-021.43e-010.0596
283869NPWP1T-EHumanEsophagusESCC3.50e-137.37e-010.0875
283869NPWP2T-EHumanEsophagusESCC1.74e-962.14e+000.1177
283869NPWP4T-EHumanEsophagusESCC2.45e-491.93e+000.1323
283869NPWP5T-EHumanEsophagusESCC7.28e-265.55e-010.1327
283869NPWP8T-EHumanEsophagusESCC6.38e-318.18e-010.0889
283869NPWP9T-EHumanEsophagusESCC4.01e-041.29e-010.1131
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:00063381CervixCCchromatin remodeling45/2311255/187238.33e-034.30e-0245
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00513831EsophagusESCCkinetochore organization21/855223/187235.69e-065.90e-0521
GO:00345081EsophagusESCCcentromere complex assembly25/855230/187232.45e-052.09e-0425
GO:00513821EsophagusESCCkinetochore assembly16/855218/187231.78e-041.15e-0316
GO:0031055EsophagusESCCchromatin remodeling at centromere9/855210/187235.09e-031.92e-029
GO:0043486EsophagusESCChistone exchange16/855222/187239.46e-033.28e-0216
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:0051383Oral cavityOSCCkinetochore organization18/730523/187231.47e-041.04e-0318
GO:0034508Oral cavityOSCCcentromere complex assembly21/730530/187235.75e-043.30e-0321
GO:0051382Oral cavityOSCCkinetochore assembly14/730518/187239.51e-044.96e-0314
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:00070591Oral cavityLPchromosome segregation117/4623346/187237.61e-059.91e-04117
GO:000705912SkincSCCchromosome segregation161/4864346/187238.34e-178.57e-15161
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
GO:000633812SkincSCCchromatin remodeling94/4864255/187237.58e-057.26e-0494
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
NPWSNVMissense_Mutationnovelc.413G>Tp.Arg138Ilep.R138IQ8N729protein_codingdeleterious_low_confidence(0.01)benign(0.047)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NPWSNVMissense_Mutationnovelc.358N>Tp.Ala120Serp.A120SQ8N729protein_codingtolerated(0.29)possibly_damaging(0.478)TCGA-F7-A50I-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
NPWSNVMissense_Mutationc.226G>Ap.Asp76Asnp.D76NQ8N729protein_codingtolerated(0.25)possibly_damaging(0.541)TCGA-D7-A4YU-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapycapecitabineSD
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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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