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: 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


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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
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
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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
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.

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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:000722914EndometriumEECintegrin-mediated signaling pathway32/2168107/187232.58e-071.10e-0532
GO:000165512EndometriumEECurogenital system development69/2168338/187231.70e-065.18e-0569
GO:007200112EndometriumEECrenal system development63/2168302/187232.24e-066.59e-0563
GO:004866013EndometriumEECregulation of smooth muscle cell proliferation43/2168180/187232.54e-067.35e-0543
GO:004865913EndometriumEECsmooth muscle cell proliferation43/2168184/187234.65e-061.16e-0443
GO:000182212EndometriumEECkidney development59/2168293/187231.44e-052.87e-0459
GO:00330021EndometriumEECmuscle cell proliferation50/2168248/187236.08e-059.21e-0450
GO:004578713EndometriumEECpositive regulation of cell cycle59/2168313/187231.04e-041.44e-0359
GO:00426981EndometriumEECovulation cycle19/216868/187231.84e-042.26e-0319
GO:00465451EndometriumEECdevelopment of primary female sexual characteristics24/2168100/187233.66e-043.95e-0324
GO:00085851EndometriumEECfemale gonad development23/216895/187234.20e-044.40e-0323
GO:00466601EndometriumEECfemale sex differentiation26/2168114/187234.99e-045.05e-0326
GO:004477213EndometriumEECmitotic cell cycle phase transition71/2168424/187238.68e-047.97e-0371
GO:009006812EndometriumEECpositive regulation of cell cycle process44/2168236/187239.39e-048.42e-0344
GO:00030071EndometriumEECheart morphogenesis45/2168246/187231.24e-031.03e-0245
GO:004866111EndometriumEECpositive regulation of smooth muscle cell proliferation23/2168104/187231.59e-031.27e-0223
GO:00075481EndometriumEECsex differentiation48/2168276/187232.58e-031.87e-0248
GO:004593113EndometriumEECpositive regulation of mitotic cell cycle25/2168121/187232.76e-031.97e-0225
GO:0022602EndometriumEECovulation cycle process12/216845/187234.18e-032.73e-0212
GO:004513711EndometriumEECdevelopment of primary sexual characteristics40/2168227/187234.43e-032.86e-0240
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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
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
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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
9510ADAMTS1ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEinhibitor252166863
9510ADAMTS1ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEpravastatinPRAVASTATIN18174457
9510ADAMTS1ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEhmg coa reductase inhibitors21037509
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