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: ADAMTS6

Gene summary for ADAMTS6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAMTS6

Gene ID

11174

Gene nameADAM metallopeptidase with thrombospondin type 1 motif 6
Gene AliasADAM-TS 6
Cytomap5q12.3
Gene Typeprotein-coding
GO ID

GO:0001568

UniProtAcc

Q5IR90


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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
11174ADAMTS6EEC-subject1HumanEndometriumEEC2.88e-124.99e-01-0.2682
11174ADAMTS6EEC-subject2HumanEndometriumEEC1.52e-02-9.27e-02-0.2607
11174ADAMTS6EEC-subject3HumanEndometriumEEC1.97e-08-1.80e-01-0.2525
11174ADAMTS6EEC-subject4HumanEndometriumEEC1.53e-02-1.68e-01-0.2571
11174ADAMTS6GSM5276934HumanEndometriumEEC1.27e-07-2.21e-01-0.0913
11174ADAMTS6GSM5276935HumanEndometriumEEC6.39e-04-1.97e-01-0.123
11174ADAMTS6GSM5276937HumanEndometriumEEC1.78e-04-2.23e-01-0.0897
11174ADAMTS6GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.32e-07-2.46e-01-0.1869
11174ADAMTS6GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.09e-04-2.35e-01-0.1875
11174ADAMTS6GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC6.16e-07-2.28e-01-0.1883
11174ADAMTS6GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC6.78e-084.45e-01-0.1934
11174ADAMTS6GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC8.79e-11-2.12e-01-0.1917
11174ADAMTS6GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.04e-09-1.45e-01-0.1916
11174ADAMTS6ATC09HumanThyroidATC4.41e-176.18e-010.2871
11174ADAMTS6ATC11HumanThyroidATC2.95e-181.95e+000.3386
11174ADAMTS6ATC12HumanThyroidATC2.23e-731.87e+000.34
11174ADAMTS6ATC13HumanThyroidATC9.50e-142.87e-010.34
11174ADAMTS6ATC1HumanThyroidATC6.77e-176.71e-010.2878
11174ADAMTS6ATC2HumanThyroidATC2.40e-151.33e+000.34
11174ADAMTS6ATC3HumanThyroidATC3.73e-382.28e+000.338
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000165512EndometriumEECurogenital system development69/2168338/187231.70e-065.18e-0569
GO:007200112EndometriumEECrenal system development63/2168302/187232.24e-066.59e-0563
GO:000182212EndometriumEECkidney development59/2168293/187231.44e-052.87e-0459
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:000182222ThyroidATCkidney development146/6293293/187235.81e-091.28e-07146
GO:000165522ThyroidATCurogenital system development164/6293338/187237.92e-091.70e-07164
GO:007200122ThyroidATCrenal system development149/6293302/187239.48e-091.99e-07149
GO:000327912ThyroidATCcardiac septum development56/6293103/187231.14e-051.11e-0456
GO:000320512ThyroidATCcardiac chamber development79/6293161/187233.39e-052.80e-0479
GO:00608401ThyroidATCartery development48/6293100/187231.97e-039.52e-0348
GO:0035904ThyroidATCaorta development30/629358/187233.31e-031.48e-0230
GO:0060976ThyroidATCcoronary vasculature development24/629346/187237.13e-032.82e-0224
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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
ADAMTS6SNVMissense_Mutationnovelc.1891N>Ap.Pro631Thrp.P631TQ9UKP5protein_codingdeleterious(0.04)possibly_damaging(0.484)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ADAMTS6SNVMissense_Mutationnovelc.1748N>Tp.Arg583Ilep.R583IQ9UKP5protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS6SNVMissense_Mutationc.894N>Gp.Ile298Metp.I298MQ9UKP5protein_codingdeleterious(0.05)benign(0.088)TCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ADAMTS6SNVMissense_Mutationc.893N>Ap.Ile298Lysp.I298KQ9UKP5protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ADAMTS6SNVMissense_Mutationc.1051N>Ap.Asp351Asnp.D351NQ9UKP5protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0BO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADAMTS6insertionFrame_Shift_Insnovelc.1145_1146insTp.Glu382AspfsTer3p.E382Dfs*3Q9UKP5protein_codingTCGA-A8-A07L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyCR
ADAMTS6insertionNonsense_Mutationnovelc.2974_2975insAAAATTAAAAGAGAAATAGAATAACCGATAGAGATCTGAACAAGp.Ser992Terp.S992*Q9UKP5protein_codingTCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADAMTS6insertionNonsense_Mutationnovelc.2979_2980insCCTCGGCCTCCCAAAGTGCTGGGATTACAGGTGTGAGCp.Thr994ProfsTer12p.T994Pfs*12Q9UKP5protein_codingTCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
ADAMTS6SNVMissense_Mutationnovelc.3239C>Ap.Thr1080Asnp.T1080NQ9UKP5protein_codingtolerated(0.16)benign(0.035)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADAMTS6SNVMissense_Mutationc.190G>Ap.Asp64Asnp.D64NQ9UKP5protein_codingtolerated(0.46)benign(0.062)TCGA-BI-A20A-01Cervixcervical & endocervical cancerFemale<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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