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: DUOXA2

Gene summary for DUOXA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DUOXA2

Gene ID

405753

Gene namedual oxidase maturation factor 2
Gene AliasSIMNIPHOM
Cytomap15q21.1
Gene Typeprotein-coding
GO ID

GO:0006575

UniProtAcc

Q1HG44


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
405753DUOXA2CCII_1HumanCervixCC6.81e-143.95e-010.3249
405753DUOXA2TumorHumanCervixCC1.37e-123.85e-010.1241
405753DUOXA2sample3HumanCervixCC1.26e-225.76e-010.1387
405753DUOXA2H2HumanCervixHSIL_HPV2.54e-155.98e-010.0632
405753DUOXA2T3HumanCervixCC7.96e-255.69e-010.1389
405753DUOXA2LZE20THumanEsophagusESCC9.98e-095.43e-010.0662
405753DUOXA2LZE24THumanEsophagusESCC2.08e-111.13e+000.0596
405753DUOXA2Pat10-BHumanStomachGC1.20e-025.08e-010.084
405753DUOXA2Pat11-BHumanStomachGC1.56e-032.79e-01-0.182
405753DUOXA2Pat12-BHumanStomachGC3.59e-124.93e-010.0325
405753DUOXA2Pat15-BHumanStomachGC5.63e-114.76e-01-0.0778
405753DUOXA2Pat19-BHumanStomachGC5.66e-054.10e-010.0826
405753DUOXA2Pat24-BHumanStomachGC2.61e-136.52e-01-0.1184
405753DUOXA2Pat28-AHumanStomachCSG2.15e-032.46e-01-0.2594
405753DUOXA2Pat29-AHumanStomachCAG with IM7.77e-085.44e-01-0.2769
405753DUOXA2male-WTAHumanThyroidPTC3.08e-232.70e-010.1037
405753DUOXA2PTC01HumanThyroidPTC1.07e-092.81e-010.1899
405753DUOXA2PTC05HumanThyroidPTC1.80e-023.85e-010.2065
405753DUOXA2PTC06HumanThyroidPTC9.16e-073.58e-010.2057
405753DUOXA2PTC07HumanThyroidPTC2.02e-225.64e-010.2044
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00507273CervixCCregulation of inflammatory response75/2311386/187233.95e-056.18e-0475
GO:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:20003799CervixCCpositive regulation of reactive oxygen species metabolic process20/231176/187237.02e-046.40e-0320
GO:00725939CervixCCreactive oxygen species metabolic process47/2311239/187237.74e-046.87e-0347
GO:20003779CervixCCregulation of reactive oxygen species metabolic process32/2311157/187232.78e-031.87e-0232
GO:00427438CervixCChydrogen peroxide metabolic process14/231158/187239.57e-034.73e-0214
GO:19034095CervixCCreactive oxygen species biosynthetic process15/231164/187239.89e-034.85e-0215
GO:005072711CervixHSIL_HPVregulation of inflammatory response41/737386/187238.30e-091.03e-0641
GO:200037914CervixHSIL_HPVpositive regulation of reactive oxygen species metabolic process11/73776/187231.81e-043.43e-0311
GO:0050665CervixHSIL_HPVhydrogen peroxide biosynthetic process5/73718/187235.21e-047.47e-035
GO:190340911CervixHSIL_HPVreactive oxygen species biosynthetic process9/73764/187238.56e-041.10e-029
GO:0018958CervixHSIL_HPVphenol-containing compound metabolic process12/737110/187231.31e-031.50e-0212
GO:200037714CervixHSIL_HPVregulation of reactive oxygen species metabolic process15/737157/187231.37e-031.56e-0215
GO:004274312CervixHSIL_HPVhydrogen peroxide metabolic process8/73758/187231.87e-031.97e-028
GO:19034285CervixHSIL_HPVpositive regulation of reactive oxygen species biosynthetic process5/73724/187232.12e-032.17e-025
GO:007259314CervixHSIL_HPVreactive oxygen species metabolic process19/737239/187232.99e-032.76e-0219
GO:00065755CervixHSIL_HPVcellular modified amino acid metabolic process16/737188/187233.18e-032.89e-0216
GO:19034263CervixHSIL_HPVregulation of reactive oxygen species biosynthetic process7/73752/187234.07e-033.49e-027
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:200037718EsophagusESCCregulation of reactive oxygen species metabolic process100/8552157/187233.87e-064.17e-05100
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
DUOXA2SNVMissense_Mutationrs746342250c.925N>Ap.Ala309Thrp.A309TQ1HG44protein_codingtolerated(0.47)benign(0)TCGA-A8-A08X-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
DUOXA2deletionFrame_Shift_Delnovelc.108delNp.Ser37AlafsTer19p.S37Afs*19Q1HG44protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
DUOXA2SNVMissense_Mutationnovelc.548N>Tp.Thr183Metp.T183MQ1HG44protein_codingtolerated(0.26)benign(0.146)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
DUOXA2SNVMissense_Mutationnovelc.586G>Ap.Val196Metp.V196MQ1HG44protein_codingtolerated(0.45)benign(0.018)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DUOXA2SNVMissense_Mutationnovelc.548N>Tp.Thr183Metp.T183MQ1HG44protein_codingtolerated(0.26)benign(0.146)TCGA-AA-3695-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
DUOXA2SNVMissense_Mutationc.418N>Ap.Ala140Thrp.A140TQ1HG44protein_codingtolerated(0.21)benign(0.09)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DUOXA2SNVMissense_Mutationrs753835283c.193G>Ap.Ala65Thrp.A65TQ1HG44protein_codingdeleterious(0.04)benign(0.141)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DUOXA2SNVMissense_Mutationnovelc.175N>Ap.Leu59Ilep.L59IQ1HG44protein_codingtolerated(0.22)benign(0.076)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
DUOXA2SNVMissense_Mutationc.68N>Tp.Pro23Leup.P23LQ1HG44protein_codingtolerated(0.35)possibly_damaging(0.815)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DUOXA2SNVMissense_Mutationnovelc.71N>Cp.Leu24Prop.L24PQ1HG44protein_codingdeleterious(0.04)probably_damaging(0.972)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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
Page: 1