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: ADAM19

Gene summary for ADAM19

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAM19

Gene ID

8728

Gene nameADAM metallopeptidase domain 19
Gene AliasFKSG34
Cytomap5q33.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8TBU7


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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
8728ADAM19C30HumanOral cavityOSCC1.10e-057.01e-010.3055
8728ADAM19C43HumanOral cavityOSCC1.90e-102.05e-010.1704
8728ADAM19C46HumanOral cavityOSCC6.95e-037.40e-020.1673
8728ADAM19EOLP-1HumanOral cavityEOLP8.81e-256.02e-01-0.0202
8728ADAM19EOLP-2HumanOral cavityEOLP1.86e-041.42e-01-0.0203
8728ADAM19NEOLP-3HumanOral cavityNEOLP1.98e-061.72e-01-0.0191
8728ADAM19ATC09HumanThyroidATC9.00e-083.42e-010.2871
8728ADAM19ATC11HumanThyroidATC3.34e-117.72e-010.3386
8728ADAM19ATC12HumanThyroidATC8.51e-035.98e-020.34
8728ADAM19ATC13HumanThyroidATC1.38e-081.66e-010.34
8728ADAM19ATC1HumanThyroidATC8.73e-063.09e-010.2878
8728ADAM19ATC2HumanThyroidATC4.17e-221.91e+000.34
8728ADAM19ATC3HumanThyroidATC3.03e-137.87e-010.338
8728ADAM19ATC5HumanThyroidATC1.05e-071.80e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:004578520Oral cavityOSCCpositive regulation of cell adhesion225/7305437/187236.06e-081.09e-06225
GO:000189017Oral cavityOSCCplacenta development87/7305144/187231.54e-072.56e-0687
GO:006145817Oral cavityOSCCreproductive system development217/7305427/187233.75e-075.63e-06217
GO:004860816Oral cavityOSCCreproductive structure development214/7305424/187238.58e-071.18e-05214
GO:00164856Oral cavityOSCCprotein processing121/7305225/187234.56e-065.23e-05121
GO:002240718Oral cavityOSCCregulation of cell-cell adhesion218/7305448/187231.71e-051.68e-04218
GO:00336194Oral cavityOSCCmembrane protein proteolysis37/730557/187236.66e-055.38e-0437
GO:00065094Oral cavityOSCCmembrane protein ectodomain proteolysis29/730543/187231.49e-041.05e-0329
GO:00429873Oral cavityOSCCamyloid precursor protein catabolic process40/730568/187237.28e-043.98e-0340
GO:00429823Oral cavityOSCCamyloid precursor protein metabolic process52/730595/187231.33e-036.62e-0352
GO:002240917Oral cavityOSCCpositive regulation of cell-cell adhesion136/7305284/187231.35e-036.62e-03136
GO:004578526Oral cavityEOLPpositive regulation of cell adhesion95/2218437/187232.30e-091.47e-0795
GO:002240719Oral cavityEOLPregulation of cell-cell adhesion93/2218448/187233.65e-081.41e-0693
GO:000189023Oral cavityEOLPplacenta development39/2218144/187234.49e-071.25e-0539
GO:006145824Oral cavityEOLPreproductive system development81/2218427/187231.09e-051.93e-0481
GO:004860823Oral cavityEOLPreproductive structure development80/2218424/187231.51e-052.50e-0480
GO:002240918Oral cavityEOLPpositive regulation of cell-cell adhesion57/2218284/187234.23e-055.77e-0457
GO:003361921Oral cavityEOLPmembrane protein proteolysis16/221857/187237.07e-045.78e-0316
GO:000650912Oral cavityEOLPmembrane protein ectodomain proteolysis13/221843/187231.03e-037.63e-0313
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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
ADAM19SNVMissense_Mutationc.2739N>Ap.Met913Ilep.M913IQ9H013protein_codingtolerated_low_confidence(0.24)benign(0.001)TCGA-A7-A4SD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ADAM19SNVMissense_Mutationc.842N>Gp.Ser281Cysp.S281CQ9H013protein_codingdeleterious(0)probably_damaging(0.974)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ADAM19SNVMissense_Mutationnovelc.613G>Tp.Asp205Tyrp.D205YQ9H013protein_codingdeleterious(0.04)possibly_damaging(0.875)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
ADAM19SNVMissense_Mutationc.655N>Cp.Asp219Hisp.D219HQ9H013protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A156-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ADAM19SNVMissense_Mutationc.404N>Cp.Ile135Thrp.I135TQ9H013protein_codingdeleterious(0)benign(0.107)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
ADAM19SNVMissense_Mutationnovelc.913N>Cp.Ser305Prop.S305PQ9H013protein_codingtolerated(0.2)benign(0.006)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ADAM19insertionNonsense_Mutationnovelc.538_539insTGGTGTTTCGAGGTTTCGAGGTTCTGTGGGAACGTGGTGGTTp.Lys180delinsMetValPheArgGlyPheGluValLeuTrpGluArgGlyGlyTerp.K180delinsMVFRGFEVLWERGG*Q9H013protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ADAM19insertionFrame_Shift_Insnovelc.1786_1787insAAAGTGATTTATTATTTTGGATATGGAAGACGTACAGp.Ile596LysfsTer32p.I596Kfs*32Q9H013protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADAM19insertionIn_Frame_Insnovelc.801_802insTTCAAACCATTTTTCTTCTGTTCCCTAAATATAGCTp.Asn267_Met268insPheLysProPhePhePheCysSerLeuAsnIleAlap.N267_M268insFKPFFFCSLNIAQ9H013protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ADAM19deletionFrame_Shift_Delnovelc.1113delNp.Met372TrpfsTer79p.M372Wfs*79Q9H013protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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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