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: PXDN

Gene summary for PXDN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PXDN

Gene ID

7837

Gene nameperoxidasin
Gene AliasASGD7
Cytomap2p25.3
Gene Typeprotein-coding
GO ID

GO:0001959

UniProtAcc

Q92626


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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
7837PXDNP44T-EHumanEsophagusESCC1.23e-043.37e-010.1096
7837PXDNP47T-EHumanEsophagusESCC1.32e-052.27e-010.1067
7837PXDNP48T-EHumanEsophagusESCC4.06e-194.35e-010.0959
7837PXDNP49T-EHumanEsophagusESCC1.11e-056.93e-010.1768
7837PXDNP52T-EHumanEsophagusESCC4.91e-204.60e-010.1555
7837PXDNP56T-EHumanEsophagusESCC5.71e-131.03e+000.1613
7837PXDNP57T-EHumanEsophagusESCC1.03e-266.94e-010.0926
7837PXDNP61T-EHumanEsophagusESCC3.32e-316.78e-010.099
7837PXDNP62T-EHumanEsophagusESCC6.09e-102.28e-010.1302
7837PXDNP65T-EHumanEsophagusESCC8.30e-183.92e-010.0978
7837PXDNP74T-EHumanEsophagusESCC2.51e-154.95e-010.1479
7837PXDNP76T-EHumanEsophagusESCC4.10e-501.07e+000.1207
7837PXDNP79T-EHumanEsophagusESCC3.48e-601.21e+000.1154
7837PXDNP83T-EHumanEsophagusESCC4.02e-084.47e-010.1738
7837PXDNP84T-EHumanEsophagusESCC1.02e-064.60e-010.0933
7837PXDNP91T-EHumanEsophagusESCC6.01e-181.50e+000.1828
7837PXDNP126T-EHumanEsophagusESCC1.81e-048.09e-010.1125
7837PXDNP130T-EHumanEsophagusESCC1.25e-881.76e+000.1676
7837PXDNC30HumanOral cavityOSCC8.08e-301.18e+000.3055
7837PXDNC09HumanOral cavityOSCC1.51e-289.35e-010.1431
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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
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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:00607595EsophagusESCCregulation of response to cytokine stimulus103/8552162/187233.14e-063.53e-05103
GO:00019595EsophagusESCCregulation of cytokine-mediated signaling pathway95/8552150/187239.48e-069.04e-0595
GO:00301984EsophagusESCCextracellular matrix organization171/8552301/187236.08e-054.67e-04171
GO:00430624EsophagusESCCextracellular structure organization171/8552302/187237.73e-055.76e-04171
GO:00452294EsophagusESCCexternal encapsulating structure organization172/8552304/187237.80e-055.80e-04172
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
GO:1990748110EsophagusESCCcellular detoxification70/8552116/187231.02e-035.17e-0370
GO:00301993EsophagusESCCcollagen fibril organization40/855261/187231.35e-036.44e-0340
GO:0097237110EsophagusESCCcellular response to toxic substance72/8552124/187233.65e-031.49e-0272
GO:0098869110EsophagusESCCcellular oxidant detoxification60/8552101/187233.76e-031.53e-0260
GO:00717115EsophagusESCCbasement membrane organization22/855231/187233.90e-031.58e-0222
GO:00850292EsophagusESCCextracellular matrix assembly29/855245/187238.63e-033.04e-0229
GO:000697920Oral cavityOSCCresponse to oxidative stress273/7305446/187238.35e-221.65e-19273
GO:00019594Oral cavityOSCCregulation of cytokine-mediated signaling pathway87/7305150/187231.82e-062.35e-0587
GO:00607594Oral cavityOSCCregulation of response to cytokine stimulus92/7305162/187233.25e-063.90e-0592
GO:000963618Oral cavityOSCCresponse to toxic substance137/7305262/187237.94e-068.52e-05137
GO:007259316Oral cavityOSCCreactive oxygen species metabolic process122/7305239/187239.73e-057.34e-04122
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
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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
PXDNSNVMissense_Mutationnovelc.1537N>Tp.Val513Phep.V513FQ92626protein_codingdeleterious(0.03)possibly_damaging(0.616)TCGA-BH-A0BW-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinCR
PXDNSNVMissense_Mutationrs536136666c.3542N>Tp.Ala1181Valp.A1181VQ92626protein_codingtolerated(0.65)benign(0.108)TCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
PXDNSNVMissense_Mutationc.2951N>Cp.Leu984Prop.L984PQ92626protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
PXDNSNVMissense_Mutationnovelc.3496N>Ap.Gly1166Argp.G1166RQ92626protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-JL-A3YX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PXDNinsertionFrame_Shift_Insnovelc.672_673insATp.Pro225IlefsTer18p.P225Ifs*18Q92626protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PXDNinsertionNonsense_Mutationnovelc.3700_3701insAAGCTGACACAGCTTAGAGAp.Cys1234Terp.C1234*Q92626protein_codingTCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PXDNinsertionNonsense_Mutationnovelc.2003_2004insAATAATTTp.Tyr668Terp.Y668*Q92626protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PXDNinsertionFrame_Shift_Insnovelc.3901_3902insTATTTAATTTAGTAAGCGTTGAAATCTGCACTGATAATAGp.Cys1301LeufsTer15p.C1301Lfs*15Q92626protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
PXDNSNVMissense_Mutationnovelc.1841C>Ap.Pro614Hisp.P614HQ92626protein_codingtolerated(0.06)possibly_damaging(0.76)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PXDNSNVMissense_Mutationnovelc.1435C>Tp.His479Tyrp.H479YQ92626protein_codingtolerated(0.3)probably_damaging(0.943)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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