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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: NPPC

Gene summary for NPPC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NPPC

Gene ID

4880

Gene namenatriuretic peptide C
Gene AliasCNP
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

E5LCN7


Top

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
4880NPPCLZE24THumanEsophagusESCC5.50e-055.63e-010.0596
4880NPPCLZE21THumanEsophagusESCC2.17e-023.69e-010.0655
4880NPPCP2T-EHumanEsophagusESCC3.35e-063.34e-010.1177
4880NPPCP4T-EHumanEsophagusESCC6.28e-176.78e-010.1323
4880NPPCP11T-EHumanEsophagusESCC1.50e-069.55e-010.1426
4880NPPCP12T-EHumanEsophagusESCC2.57e-229.37e-010.1122
4880NPPCP15T-EHumanEsophagusESCC2.51e-145.53e-010.1149
4880NPPCP16T-EHumanEsophagusESCC4.01e-238.71e-010.1153
4880NPPCP20T-EHumanEsophagusESCC2.87e-053.48e-010.1124
4880NPPCP26T-EHumanEsophagusESCC4.01e-076.56e-010.1276
4880NPPCP27T-EHumanEsophagusESCC4.16e-301.01e+000.1055
4880NPPCP28T-EHumanEsophagusESCC9.48e-062.80e-010.1149
4880NPPCP32T-EHumanEsophagusESCC5.51e-03-7.43e-020.1666
4880NPPCP48T-EHumanEsophagusESCC5.11e-065.20e-010.0959
4880NPPCP54T-EHumanEsophagusESCC1.94e-032.27e-010.0975
4880NPPCP56T-EHumanEsophagusESCC1.12e-045.84e-010.1613
4880NPPCP57T-EHumanEsophagusESCC4.42e-041.27e+000.0926
4880NPPCP61T-EHumanEsophagusESCC1.07e-115.18e-010.099
4880NPPCP62T-EHumanEsophagusESCC6.46e-292.46e+000.1302
4880NPPCP65T-EHumanEsophagusESCC1.51e-072.90e-010.0978
Page: 1 2 3 

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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005105210Oral cavityOSCCregulation of DNA metabolic process207/7305359/187234.45e-132.17e-11207
GO:007048219Oral cavityOSCCresponse to oxygen levels200/7305347/187231.17e-125.13e-11200
GO:000166619Oral cavityOSCCresponse to hypoxia177/7305307/187232.21e-117.50e-10177
GO:003629319Oral cavityOSCCresponse to decreased oxygen levels182/7305322/187231.14e-103.41e-09182
GO:00457864Oral cavityOSCCnegative regulation of cell cycle206/7305385/187234.28e-099.55e-08206
GO:00718979Oral cavityOSCCDNA biosynthetic process106/7305180/187234.86e-088.95e-07106
GO:200027817Oral cavityOSCCregulation of DNA biosynthetic process67/7305106/187233.85e-075.75e-0667
GO:000675318Oral cavityOSCCnucleoside phosphate metabolic process247/7305497/187236.28e-078.96e-06247
GO:000911719Oral cavityOSCCnucleotide metabolic process243/7305489/187237.80e-071.09e-05243
GO:001969319Oral cavityOSCCribose phosphate metabolic process199/7305396/187232.97e-063.64e-05199
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:00097918Oral cavityOSCCpost-embryonic development51/730580/187236.43e-067.13e-0551
GO:000925919Oral cavityOSCCribonucleotide metabolic process189/7305385/187233.18e-052.87e-04189
GO:000941018Oral cavityOSCCresponse to xenobiotic stimulus222/7305462/187234.00e-053.48e-04222
GO:000164910Oral cavityOSCCosteoblast differentiation118/7305229/187237.51e-055.85e-04118
GO:007252120Oral cavityOSCCpurine-containing compound metabolic process199/7305416/187231.34e-049.53e-04199
GO:000915020Oral cavityOSCCpurine ribonucleotide metabolic process178/7305368/187231.45e-041.02e-03178
GO:009730519Oral cavityOSCCresponse to alcohol127/7305253/187231.81e-041.24e-03127
GO:000616320Oral cavityOSCCpurine nucleotide metabolic process188/7305396/187233.31e-042.04e-03188
GO:19012938Oral cavityOSCCnucleoside phosphate biosynthetic process125/7305256/187238.32e-044.41e-03125
Page: 1 2 3 4 5 6 7 8 9 10 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05418211EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa05418310EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0541830Oral cavityOSCCFluid shear stress and atherosclerosis92/3704139/84656.51e-084.84e-072.47e-0792
hsa05418114Oral cavityOSCCFluid shear stress and atherosclerosis92/3704139/84656.51e-084.84e-072.47e-0792
hsa0541828ProstateBPHFluid shear stress and atherosclerosis58/1718139/84655.48e-097.24e-084.48e-0858
hsa05418113ProstateBPHFluid shear stress and atherosclerosis58/1718139/84655.48e-097.24e-084.48e-0858
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
NPPCinsertionFrame_Shift_Insnovelc.332_333insTp.Gly112ArgfsTer32p.G112Rfs*32P23582protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
NPPCSNVMissense_Mutationnovelc.233N>Gp.Asp78Glyp.D78GP23582protein_codingdeleterious(0.01)possibly_damaging(0.736)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NPPCSNVMissense_Mutationc.176N>Cp.Gly59Alap.G59AP23582protein_codingtolerated(0.16)benign(0.01)TCGA-55-A491-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NPPCSNVMissense_Mutationc.370N>Ap.Leu124Metp.L124MP23582protein_codingtolerated(0.39)possibly_damaging(0.737)TCGA-55-A493-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
NPPCinsertionFrame_Shift_Insnovelc.104_105insCp.Pro36AlafsTer108p.P36Afs*108P23582protein_codingTCGA-BA-5151-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
NPPCSNVMissense_Mutationnovelc.251N>Tp.Ala84Valp.A84VP23582protein_codingtolerated(0.11)benign(0.01)TCGA-VQ-A924-01Stomachstomach adenocarcinomaMale>=65I/IIUnknownUnknownPD
Page: 1 

Top

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
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYPMA8879350
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYIMMUNOMODULATORS7769089
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYANDROSTENEDIONEANDROSTENEDIONE8404664
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYDESDIETHYLSTILBESTROL10650935
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYCORTISOLHYDROCORTISONE7716064
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYDEXAMETHASONEDEXAMETHASONE10468226
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYETHERETHER9721940
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYANTISERUM1827257
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYPROGESTERONEPROGESTERONE8404664
4880NPPCDRUGGABLE GENOME, HORMONE ACTIVITYHORMONES11445246
Page: 1 2