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: ADAMTS1

Gene summary for ADAMTS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAMTS1

Gene ID

9510

Gene nameADAM metallopeptidase with thrombospondin type 1 motif 1
Gene AliasC3-C5
Cytomap21q21.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B2RB33


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
9510ADAMTS1CA_HPV_3HumanCervixCC3.92e-061.95e-010.0414
9510ADAMTS1T1HumanCervixCC1.57e-032.41e-010.0918
9510ADAMTS1T2HumanCervixCC1.35e-043.95e-010.0709
9510ADAMTS1AEH-subject1HumanEndometriumAEH1.27e-185.15e-01-0.3059
9510ADAMTS1AEH-subject2HumanEndometriumAEH6.07e-063.34e-01-0.2525
9510ADAMTS1AEH-subject3HumanEndometriumAEH5.30e-052.65e-01-0.2576
9510ADAMTS1AEH-subject4HumanEndometriumAEH2.36e-022.88e-01-0.2657
9510ADAMTS1EEC-subject1HumanEndometriumEEC4.85e-062.77e-01-0.2682
9510ADAMTS1EEC-subject2HumanEndometriumEEC3.90e-052.70e-01-0.2607
9510ADAMTS1EEC-subject3HumanEndometriumEEC1.30e-021.45e-01-0.2525
9510ADAMTS1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC9.84e-083.00e-01-0.1869
9510ADAMTS1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC5.06e-104.37e-01-0.1875
9510ADAMTS1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.86e-051.78e-01-0.1883
9510ADAMTS1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.97e-062.54e-01-0.1934
9510ADAMTS1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.63e-163.94e-01-0.1917
9510ADAMTS1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC9.96e-123.15e-01-0.1916
9510ADAMTS1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.80e-489.79e-01-0.1269
9510ADAMTS1LZE7THumanEsophagusESCC2.99e-028.19e-010.0667
9510ADAMTS1P10T-EHumanEsophagusESCC4.20e-09-6.88e-020.116
9510ADAMTS1P11T-EHumanEsophagusESCC2.57e-031.42e+000.1426
Page: 1 2 3 

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
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
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:00072295CervixCCintegrin-mediated signaling pathway34/2311107/187231.01e-075.25e-0634
GO:00447725CervixCCmitotic cell cycle phase transition89/2311424/187232.70e-071.12e-0589
GO:00614588CervixCCreproductive system development87/2311427/187231.37e-064.55e-0587
GO:00486088CervixCCreproductive structure development86/2311424/187231.90e-065.97e-0586
GO:00485118CervixCCrhythmic process65/2311298/187232.79e-068.04e-0565
GO:20000453CervixCCregulation of G1/S transition of mitotic cell cycle37/2311142/187236.33e-061.53e-0437
GO:00457876CervixCCpositive regulation of cell cycle66/2311313/187237.78e-061.81e-0466
GO:00000824CervixCCG1/S transition of mitotic cell cycle49/2311214/187231.16e-052.48e-0449
GO:19028062CervixCCregulation of cell cycle G1/S phase transition41/2311168/187231.18e-052.51e-0441
GO:00073466CervixCCregulation of mitotic cell cycle88/2311457/187231.26e-052.60e-0488
GO:19019903CervixCCregulation of mitotic cell cycle phase transition63/2311299/187231.27e-052.60e-0463
GO:00448434CervixCCcell cycle G1/S phase transition53/2311241/187231.76e-053.32e-0453
GO:00459316CervixCCpositive regulation of mitotic cell cycle32/2311121/187231.88e-053.47e-0432
GO:19019922CervixCCpositive regulation of mitotic cell cycle phase transition26/231193/187233.97e-056.18e-0426
GO:00900685CervixCCpositive regulation of cell cycle process50/2311236/187238.25e-051.11e-0350
GO:19019873CervixCCregulation of cell cycle phase transition74/2311390/187239.80e-051.27e-0374
GO:19019892CervixCCpositive regulation of cell cycle phase transition28/2311115/187232.82e-043.07e-0328
GO:0033002CervixCCmuscle cell proliferation49/2311248/187235.43e-045.24e-0349
GO:1900087CervixCCpositive regulation of G1/S transition of mitotic cell cycle13/231146/187232.95e-031.94e-0213
GO:00486593CervixCCsmooth muscle cell proliferation36/2311184/187233.27e-032.13e-0236
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 

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
ADAMTS1SNVMissense_Mutationnovelc.1879N>Ap.Glu627Lysp.E627KQ9UHI8protein_codingdeleterious(0.01)possibly_damaging(0.621)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ADAMTS1SNVMissense_Mutationnovelc.2556N>Gp.Ile852Metp.I852MQ9UHI8protein_codingdeleterious(0.01)probably_damaging(0.943)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS1SNVMissense_Mutationc.2215N>Ap.His739Asnp.H739NQ9UHI8protein_codingtolerated(1)benign(0.005)TCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ADAMTS1SNVMissense_Mutationc.1718N>Cp.Arg573Thrp.R573TQ9UHI8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADAMTS1SNVMissense_Mutationc.1766N>Gp.Pro589Argp.P589RQ9UHI8protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS1SNVMissense_Mutationnovelc.2134N>Cp.Asp712Hisp.D712HQ9UHI8protein_codingdeleterious(0)probably_damaging(0.977)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
ADAMTS1SNVMissense_Mutationnovelc.2492C>Tp.Ala831Valp.A831VQ9UHI8protein_codingtolerated(0.6)benign(0.021)TCGA-LL-A6FP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ADAMTS1insertionIn_Frame_Insnovelc.1509_1510insTTTTCAAACAATTTTTGTTATACTp.Ala503_Ser504insPheSerAsnAsnPheCysTyrThrp.A503_S504insFSNNFCYTQ9UHI8protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
ADAMTS1insertionNonsense_Mutationnovelc.2665_2666insATGTAGGCAATGGTGATAGTTGAGGTTGTp.Ala889AspfsTer8p.A889Dfs*8Q9UHI8protein_codingTCGA-A8-A0A2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ADAMTS1insertionFrame_Shift_Insnovelc.1717_1718insCCTGGp.Arg573ThrfsTer13p.R573Tfs*13Q9UHI8protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 

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
9510ADAMTS1ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEinhibitor252166863
9510ADAMTS1ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEpravastatinPRAVASTATIN18174457
9510ADAMTS1ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEhmg coa reductase inhibitors21037509
Page: 1