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: DUSP2

Gene summary for DUSP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DUSP2

Gene ID

1844

Gene namedual specificity phosphatase 2
Gene AliasPAC-1
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q05923


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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
1844DUSP2HSIL_HPV_1HumanCervixHSIL_HPV3.26e-06-4.81e-010.0116
1844DUSP2HSIL_HPV_2HumanCervixHSIL_HPV2.25e-16-5.47e-010.0208
1844DUSP2N_HPV_2HumanCervixN_HPV1.54e-062.16e-01-0.0131
1844DUSP2CCI_1HumanCervixCC1.38e-04-5.98e-010.528
1844DUSP2CCI_2HumanCervixCC4.51e-04-5.98e-010.5249
1844DUSP2CCI_3HumanCervixCC1.19e-06-5.98e-010.516
1844DUSP2CCII_1HumanCervixCC3.49e-06-5.64e-010.3249
1844DUSP2TumorHumanCervixCC2.65e-13-5.43e-010.1241
1844DUSP2sample3HumanCervixCC1.67e-17-5.40e-010.1387
1844DUSP2H2HumanCervixHSIL_HPV6.16e-09-4.62e-010.0632
1844DUSP2L1HumanCervixCC3.30e-04-4.86e-010.0802
1844DUSP2T3HumanCervixCC1.19e-13-5.14e-010.1389
1844DUSP2LZE20THumanEsophagusESCC7.26e-071.34e+000.0662
1844DUSP2LZE22THumanEsophagusESCC3.51e-082.06e+000.068
1844DUSP2LZE24D1HumanEsophagusHGIN1.28e-051.62e+000.054
1844DUSP2LZE24THumanEsophagusESCC1.70e-089.14e-010.0596
1844DUSP2LZE21THumanEsophagusESCC3.65e-072.21e+000.0655
1844DUSP2LZE6THumanEsophagusESCC2.84e-038.90e-020.0845
1844DUSP2P1T-EHumanEsophagusESCC1.14e-081.56e+000.0875
1844DUSP2P2T-EHumanEsophagusESCC1.44e-482.09e+000.1177
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00073695CervixCCgastrulation42/2311185/187235.83e-058.46e-0442
GO:00074923CervixCCendoderm development20/231177/187238.40e-047.30e-0320
GO:00434099CervixCCnegative regulation of MAPK cascade37/2311180/187231.17e-039.50e-0337
GO:0001704CervixCCformation of primary germ layer27/2311121/187231.49e-031.16e-0227
GO:00017041CervixHSIL_HPVformation of primary germ layer13/737121/187239.63e-041.20e-0213
GO:004340913CervixHSIL_HPVnegative regulation of MAPK cascade16/737180/187232.05e-032.13e-0216
GO:000736911CervixHSIL_HPVgastrulation16/737185/187232.71e-032.58e-0216
GO:0001706CervixHSIL_HPVendoderm formation7/73754/187235.04e-034.12e-027
GO:004340923CervixN_HPVnegative regulation of MAPK cascade12/534180/187235.61e-033.98e-0212
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0150115110EsophagusESCCcell-substrate junction organization77/8552101/187233.46e-109.57e-0977
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:000704418EsophagusESCCcell-substrate junction assembly73/855295/187235.27e-101.35e-0873
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:003367319EsophagusESCCnegative regulation of kinase activity154/8552237/187231.38e-093.27e-08154
GO:000646920EsophagusESCCnegative regulation of protein kinase activity140/8552212/187231.53e-093.56e-08140
GO:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040109CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa0401012CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0401023Oral cavityEOLPMAPK signaling pathway68/1218302/84657.48e-053.40e-042.01e-0468
hsa0401033Oral cavityEOLPMAPK signaling pathway68/1218302/84657.48e-053.40e-042.01e-0468
hsa0401010ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401013ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401022ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
hsa0401032ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
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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
DUSP2SNVMissense_Mutationnovelc.625N>Cp.Cys209Argp.C209RQ05923protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DUSP2SNVMissense_Mutationrs768360352c.878T>Gp.Val293Glyp.V293GQ05923protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
DUSP2SNVMissense_Mutationc.829N>Tp.Arg277Cysp.R277CQ05923protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DUSP2SNVMissense_Mutationrs751919546c.619N>Ap.Ala207Thrp.A207TQ05923protein_codingtolerated(0.18)benign(0.397)TCGA-NH-A50U-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinPD
DUSP2SNVMissense_Mutationnovelc.712N>Ap.Glu238Lysp.E238KQ05923protein_codingdeleterious(0)possibly_damaging(0.869)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DUSP2SNVMissense_Mutationnovelc.62N>Ap.Pro21Glnp.P21QQ05923protein_codingtolerated(0.31)possibly_damaging(0.769)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DUSP2SNVMissense_Mutationnovelc.824N>Ap.Ser275Asnp.S275NQ05923protein_codingdeleterious(0.03)benign(0.015)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
DUSP2SNVMissense_Mutationnovelc.721G>Tp.Gly241Cysp.G241CQ05923protein_codingdeleterious(0.04)possibly_damaging(0.537)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
DUSP2SNVMissense_Mutationnovelc.16N>Ap.Ala6Thrp.A6TQ05923protein_codingtolerated(0.3)benign(0)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DUSP2SNVMissense_Mutationc.899T>Gp.Phe300Cysp.F300CQ05923protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ES-A2HT-01Liverliver hepatocellular carcinomaMale<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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