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: ADAMTS5

Gene summary for ADAMTS5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAMTS5

Gene ID

11096

Gene nameADAM metallopeptidase with thrombospondin type 1 motif 5
Gene AliasADAM-TS 11
Cytomap21q21.3
Gene Typeprotein-coding
GO ID

GO:0000768

UniProtAcc

Q9UNA0


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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
11096ADAMTS5ATC13HumanThyroidATC6.21e-571.69e+000.34
11096ADAMTS5ATC2HumanThyroidATC3.27e-021.44e-010.34
11096ADAMTS5ATC5HumanThyroidATC5.95e-741.78e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:002241124ThyroidATCcellular component disassembly248/6293443/187231.34e-223.69e-20248
GO:003019812ThyroidATCextracellular matrix organization152/6293301/187238.63e-102.24e-08152
GO:004306212ThyroidATCextracellular structure organization152/6293302/187231.17e-092.94e-08152
GO:004522912ThyroidATCexternal encapsulating structure organization152/6293304/187232.11e-095.08e-08152
GO:004269216ThyroidATCmuscle cell differentiation165/6293384/187237.17e-055.46e-04165
GO:010610621ThyroidATCcold-induced thermogenesis68/6293144/187234.70e-042.76e-0368
GO:012016121ThyroidATCregulation of cold-induced thermogenesis68/6293144/187234.70e-042.76e-0368
GO:199084521ThyroidATCadaptive thermogenesis71/6293157/187231.59e-037.99e-0371
GO:005114617ThyroidATCstriated muscle cell differentiation119/6293283/187231.74e-038.70e-03119
GO:000165912ThyroidATCtemperature homeostasis73/6293174/187231.29e-024.51e-0273
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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
ADAMTS5SNVMissense_Mutationrs765880915c.1340A>Tp.Asp447Valp.D447VQ9UNA0protein_codingdeleterious(0)possibly_damaging(0.595)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ADAMTS5SNVMissense_Mutationc.1266T>Ap.Asp422Glup.D422EQ9UNA0protein_codingdeleterious(0.01)possibly_damaging(0.666)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS5SNVMissense_Mutationc.275A>Tp.Tyr92Phep.Y92FQ9UNA0protein_codingtolerated(0.24)probably_damaging(0.988)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
ADAMTS5SNVMissense_Mutationrs753190231c.2624N>Tp.Ser875Leup.S875LQ9UNA0protein_codingtolerated(0.41)benign(0.01)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS5SNVMissense_Mutationnovelc.1275N>Ap.Phe425Leup.F425LQ9UNA0protein_codingtolerated(0.67)possibly_damaging(0.706)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS5SNVMissense_Mutationrs142161826c.1430N>Ap.Arg477Glnp.R477QQ9UNA0protein_codingtolerated(0.89)benign(0.007)TCGA-AN-A0XO-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ADAMTS5SNVMissense_Mutationc.940N>Cp.Ala314Prop.A314PQ9UNA0protein_codingdeleterious(0.01)possibly_damaging(0.485)TCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ADAMTS5SNVMissense_Mutationc.1648N>Ap.Gln550Lysp.Q550KQ9UNA0protein_codingtolerated(0.59)benign(0.024)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS5SNVMissense_Mutationnovelc.1350N>Tp.Lys450Asnp.K450NQ9UNA0protein_codingtolerated(0.48)probably_damaging(0.91)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS5SNVMissense_Mutationnovelc.1350N>Tp.Lys450Asnp.K450NQ9UNA0protein_codingtolerated(0.48)probably_damaging(0.91)TCGA-D8-A27M-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapymethotrexate+5SD
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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
11096ADAMTS5DRUGGABLE GENOME, ENZYME, PROTEASE, NEUTRAL ZINC METALLOPEPTIDASEinhibitor252166754
11096ADAMTS5DRUGGABLE GENOME, ENZYME, PROTEASE, NEUTRAL ZINC METALLOPEPTIDASEAGG-523AGG-523
11096ADAMTS5DRUGGABLE GENOME, ENZYME, PROTEASE, NEUTRAL ZINC METALLOPEPTIDASETUMOR NECROSIS FACTOR11520168
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