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: DUSP1

Gene summary for DUSP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DUSP1

Gene ID

1843

Gene namedual specificity phosphatase 1
Gene AliasCL100
Cytomap5q35.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B4DU40


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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
1843DUSP1GSM4909281HumanBreastIDC2.13e-09-4.87e-010.21
1843DUSP1GSM4909282HumanBreastIDC9.71e-154.74e-01-0.0288
1843DUSP1GSM4909285HumanBreastIDC2.33e-06-3.69e-010.21
1843DUSP1GSM4909286HumanBreastIDC1.48e-23-7.16e-010.1081
1843DUSP1GSM4909290HumanBreastIDC3.78e-18-7.68e-010.2096
1843DUSP1GSM4909291HumanBreastIDC2.48e-084.85e-010.1753
1843DUSP1GSM4909294HumanBreastIDC4.46e-09-3.00e-010.2022
1843DUSP1GSM4909296HumanBreastIDC8.22e-11-4.66e-010.1524
1843DUSP1GSM4909297HumanBreastIDC4.73e-19-1.06e-010.1517
1843DUSP1GSM4909299HumanBreastIDC6.14e-144.64e-010.035
1843DUSP1GSM4909300HumanBreastIDC4.32e-096.03e-010.0334
1843DUSP1GSM4909304HumanBreastIDC4.03e-12-5.17e-010.1636
1843DUSP1GSM4909305HumanBreastIDC3.53e-114.95e-010.0436
1843DUSP1GSM4909307HumanBreastIDC1.21e-03-3.68e-010.1569
1843DUSP1GSM4909308HumanBreastIDC7.51e-205.75e-010.158
1843DUSP1GSM4909311HumanBreastIDC9.38e-37-5.69e-010.1534
1843DUSP1GSM4909312HumanBreastIDC5.02e-08-3.25e-010.1552
1843DUSP1GSM4909313HumanBreastIDC5.50e-033.23e-010.0391
1843DUSP1GSM4909315HumanBreastIDC1.47e-11-5.06e-010.21
1843DUSP1GSM4909316HumanBreastIDC2.45e-04-6.59e-010.21
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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
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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:20002786StomachGCregulation of DNA biosynthetic process15/1159106/187232.21e-032.18e-0215
GO:00071623StomachGCnegative regulation of cell adhesion32/1159303/187232.24e-032.20e-0232
GO:00434096StomachGCnegative regulation of MAPK cascade21/1159180/187233.86e-033.26e-0221
GO:00515922StomachGCresponse to calcium ion18/1159149/187234.97e-033.96e-0218
GO:000697911StomachCAG with IMresponse to oxidative stress59/1050446/187237.12e-101.02e-0759
GO:001003811StomachCAG with IMresponse to metal ion46/1050373/187234.33e-072.43e-0546
GO:00319601StomachCAG with IMresponse to corticosteroid27/1050167/187236.35e-073.36e-0527
GO:00513841StomachCAG with IMresponse to glucocorticoid24/1050148/187232.49e-061.07e-0424
GO:000030211StomachCAG with IMresponse to reactive oxygen species31/1050222/187232.54e-061.07e-0431
GO:004854511StomachCAG with IMresponse to steroid hormone40/1050339/187237.19e-062.57e-0440
GO:005134811StomachCAG with IMnegative regulation of transferase activity33/1050268/187231.86e-055.68e-0433
GO:004254211StomachCAG with IMresponse to hydrogen peroxide22/1050146/187232.14e-056.19e-0422
GO:00509001StomachCAG with IMleukocyte migration40/1050369/187235.16e-051.32e-0340
GO:003287211StomachCAG with IMregulation of stress-activated MAPK cascade25/1050192/187237.51e-051.78e-0325
GO:190165411StomachCAG with IMresponse to ketone25/1050194/187238.90e-052.04e-0325
GO:00305951StomachCAG with IMleukocyte chemotaxis28/1050230/187239.52e-052.16e-0328
GO:007030211StomachCAG with IMregulation of stress-activated protein kinase signaling cascade25/1050195/187239.68e-052.19e-0325
GO:00026851StomachCAG with IMregulation of leukocyte migration26/1050210/187231.27e-042.64e-0326
GO:003109811StomachCAG with IMstress-activated protein kinase signaling cascade29/1050247/187231.37e-042.79e-0329
GO:001063911StomachCAG with IMnegative regulation of organelle organization37/1050348/187231.45e-042.89e-0337
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501224BreastIDCParkinson disease107/867266/84652.57e-398.36e-376.26e-37107
hsa0541824BreastIDCFluid shear stress and atherosclerosis34/867139/84659.41e-071.61e-051.20e-0534
hsa0501234BreastIDCParkinson disease107/867266/84652.57e-398.36e-376.26e-37107
hsa0541834BreastIDCFluid shear stress and atherosclerosis34/867139/84659.41e-071.61e-051.20e-0534
hsa0501243BreastDCISParkinson disease106/846266/84651.64e-395.29e-373.90e-37106
hsa0501253BreastDCISParkinson disease106/846266/84651.64e-395.29e-373.90e-37106
hsa0501220CervixCCParkinson disease102/1267266/84651.81e-211.47e-198.66e-20102
hsa0541820CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa040109CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa05012110CervixCCParkinson disease102/1267266/84651.81e-211.47e-198.66e-20102
hsa05418110CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0401012CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa0501225CervixHSIL_HPVParkinson disease43/459266/84656.69e-116.53e-095.28e-0943
hsa0541825CervixHSIL_HPVFluid shear stress and atherosclerosis16/459139/84653.41e-032.08e-021.68e-0216
hsa0501235CervixHSIL_HPVParkinson disease43/459266/84656.69e-116.53e-095.28e-0943
hsa0541835CervixHSIL_HPVFluid shear stress and atherosclerosis16/459139/84653.41e-032.08e-021.68e-0216
hsa0501244CervixN_HPVParkinson disease45/349266/84651.93e-161.75e-141.37e-1445
hsa0541845CervixN_HPVFluid shear stress and atherosclerosis20/349139/84659.29e-071.41e-051.10e-0520
hsa0501254CervixN_HPVParkinson disease45/349266/84651.93e-161.75e-141.37e-1445
hsa0541855CervixN_HPVFluid shear stress and atherosclerosis20/349139/84659.29e-071.41e-051.10e-0520
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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
DUSP1SNVMissense_Mutationc.595N>Ap.Gly199Serp.G199SP28562protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DUSP1insertionIn_Frame_Insnovelc.995_996insATCp.Gly332_Thr333insSerp.G332_T333insSP28562protein_codingTCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
DUSP1insertionFrame_Shift_Insnovelc.994_995insTCCATCTGACAAAATGGGGCAGAAGAGAAAGGACTCAGTGTGTp.Gly332ValfsTer57p.G332Vfs*57P28562protein_codingTCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
DUSP1insertionNonsense_Mutationnovelc.848_849insTTTAACTTCACCCGAGTTCCTCTGGGTTTCTAAGCAGTTATGGTGATp.Glu283AspfsTer16p.E283Dfs*16P28562protein_codingTCGA-B6-A0IM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DUSP1insertionFrame_Shift_Insnovelc.665_666insGCACCTCCACCACCACCGTGTTCAACTTCCCCGTCTCp.Ser222ArgfsTer33p.S222Rfs*33P28562protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DUSP1insertionFrame_Shift_Insnovelc.848_849insAAGGACTCAGTGTGTGATCCGGTTTCTTp.Ala284ArgfsTer12p.A284Rfs*12P28562protein_codingTCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
DUSP1SNVMissense_Mutationc.609G>Cp.Leu203Phep.L203FP28562protein_codingdeleterious(0)probably_damaging(0.994)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
DUSP1SNVMissense_Mutationnovelc.376N>Cp.Glu126Glnp.E126QP28562protein_codingtolerated(0.05)possibly_damaging(0.565)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DUSP1SNVMissense_Mutationc.565N>Ap.Ala189Thrp.A189TP28562protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
DUSP1SNVMissense_Mutationc.1056N>Ap.Ser352Argp.S352RP28562protein_codingdeleterious(0.02)benign(0.221)TCGA-AP-A0LH-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelPD
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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
1843DUSP1PROTEIN PHOSPHATASE, KINASE, DRUGGABLE GENOMEAvastin+/-Tarceva
1843DUSP1PROTEIN PHOSPHATASE, KINASE, DRUGGABLE GENOMEHYDROXYUREAHYDROXYUREA15856297
1843DUSP1PROTEIN PHOSPHATASE, KINASE, DRUGGABLE GENOMEsalbutamolALBUTEROL20673984
1843DUSP1PROTEIN PHOSPHATASE, KINASE, DRUGGABLE GENOMEVASOPRESSINVASOPRESSIN9231829
1843DUSP1PROTEIN PHOSPHATASE, KINASE, DRUGGABLE GENOMEANTISENSE OLIGONUCLEOTIDES11988488
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