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: ADAMTS14

Gene summary for ADAMTS14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAMTS14

Gene ID

140766

Gene nameADAM metallopeptidase with thrombospondin type 1 motif 14
Gene AliasADAMTS14
Cytomap10q22.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q8WXS8


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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
140766ADAMTS14ATC11HumanThyroidATC2.49e-064.38e-010.3386
140766ADAMTS14ATC12HumanThyroidATC1.28e-082.78e-010.34
140766ADAMTS14ATC13HumanThyroidATC5.13e-224.36e-010.34
140766ADAMTS14ATC2HumanThyroidATC1.80e-126.90e-010.34
140766ADAMTS14ATC3HumanThyroidATC1.86e-157.30e-010.338
140766ADAMTS14ATC4HumanThyroidATC2.71e-113.34e-010.34
140766ADAMTS14ATC5HumanThyroidATC1.14e-294.70e-010.34
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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: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:003019911ThyroidATCcollagen fibril organization43/629361/187234.24e-099.57e-0843
GO:00329633ThyroidATCcollagen metabolic process52/6293104/187233.94e-042.38e-0352
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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
ADAMTS14SNVMissense_Mutationnovelc.1800N>Tp.Glu600Aspp.E600DQ8WXS8protein_codingtolerated(0.28)benign(0.03)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ADAMTS14SNVMissense_Mutationc.1497C>Gp.Phe499Leup.F499LQ8WXS8protein_codingtolerated(0.05)benign(0.009)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ADAMTS14SNVMissense_Mutationrs781417210c.1457N>Ap.Arg486Hisp.R486HQ8WXS8protein_codingdeleterious(0.02)probably_damaging(0.983)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS14SNVMissense_Mutationc.1667N>Tp.Gly556Valp.G556VQ8WXS8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADAMTS14SNVMissense_Mutationnovelc.2632N>Tp.Arg878Trpp.R878WQ8WXS8protein_codingdeleterious(0)possibly_damaging(0.634)TCGA-AQ-A54O-01Breastbreast invasive carcinomaMale<65I/IIChemotherapyadriamycinCR
ADAMTS14SNVMissense_Mutationrs776328715c.622N>Tp.Arg208Cysp.R208CQ8WXS8protein_codingdeleterious(0)probably_damaging(0.973)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
ADAMTS14SNVMissense_Mutationc.2557N>Cp.Glu853Glnp.E853QQ8WXS8protein_codingdeleterious(0.01)possibly_damaging(0.84)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ADAMTS14insertionIn_Frame_Insnovelc.1815_1816insCCCAACTCCATGGTTTTGGGATATCTGp.Asn605_Ser606insProAsnSerMetValLeuGlyTyrLeup.N605_S606insPNSMVLGYLQ8WXS8protein_codingTCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ADAMTS14insertionNonsense_Mutationnovelc.1048_1049insGAAACTGACGATTCCACACCTTTATCACTGGGAGATCCp.Ala350GlyfsTer3p.A350Gfs*3Q8WXS8protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADAMTS14insertionFrame_Shift_Insnovelc.1629_1630insCCCCTGCCTCCTGCCCTAGCCAGGCTCCTCCTp.Ile544ProfsTer63p.I544Pfs*63Q8WXS8protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
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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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