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: ADAM17

Gene summary for ADAM17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAM17

Gene ID

6868

Gene nameADAM metallopeptidase domain 17
Gene AliasADAM18
Cytomap2p25.1
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

B2RNB2


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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
6868ADAM17CA_HPV_3HumanCervixCC2.91e-02-2.03e-010.0414
6868ADAM17N_HPV_1HumanCervixN_HPV7.21e-05-2.21e-010.0079
6868ADAM17N_HPV_2HumanCervixN_HPV2.07e-033.11e-02-0.0131
6868ADAM17CCI_1HumanCervixCC1.66e-039.42e-010.528
6868ADAM17CCI_2HumanCervixCC1.31e-027.74e-010.5249
6868ADAM17CCI_3HumanCervixCC3.60e-035.96e-010.516
6868ADAM17T3HumanCervixCC8.03e-031.46e-010.1389
6868ADAM17AEH-subject1HumanEndometriumAEH4.24e-072.73e-01-0.3059
6868ADAM17AEH-subject3HumanEndometriumAEH4.73e-031.52e-01-0.2576
6868ADAM17AEH-subject4HumanEndometriumAEH9.57e-145.61e-01-0.2657
6868ADAM17EEC-subject1HumanEndometriumEEC7.37e-083.29e-01-0.2682
6868ADAM17GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC7.51e-05-7.85e-02-0.1869
6868ADAM17GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.40e-06-3.11e-02-0.1875
6868ADAM17GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.37e-08-1.19e-01-0.1883
6868ADAM17GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC7.98e-097.08e-02-0.1934
6868ADAM17GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC9.01e-12-7.43e-03-0.1917
6868ADAM17GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC6.86e-115.67e-03-0.1916
6868ADAM17LZE4THumanEsophagusESCC1.16e-137.43e-010.0811
6868ADAM17LZE7THumanEsophagusESCC9.31e-134.44e-010.0667
6868ADAM17LZE8THumanEsophagusESCC1.35e-031.56e-010.067
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:000166625SkinAKresponse to hypoxia49/1910307/187231.05e-038.20e-0349
GO:000223720SkinAKresponse to molecule of bacterial origin56/1910363/187231.10e-038.60e-0356
GO:00330772SkinAKT cell differentiation in thymus17/191075/187231.22e-039.32e-0317
GO:00300985SkinAKlymphocyte differentiation57/1910374/187231.34e-031.00e-0257
GO:00108182SkinAKT cell chemotaxis9/191028/187231.34e-031.00e-029
GO:00610973SkinAKregulation of protein tyrosine kinase activity19/191090/187231.61e-031.15e-0219
GO:004586019SkinAKpositive regulation of protein kinase activity58/1910386/187231.71e-031.20e-0258
GO:19000871SkinAKpositive regulation of G1/S transition of mitotic cell cycle12/191046/187231.76e-031.23e-0212
GO:007048225SkinAKresponse to oxygen levels53/1910347/187231.84e-031.27e-0253
GO:00105958SkinAKpositive regulation of endothelial cell migration25/1910133/187231.89e-031.29e-0225
GO:00716777SkinAKpositive regulation of mononuclear cell migration15/191065/187231.92e-031.31e-0215
GO:003461225SkinAKresponse to tumor necrosis factor41/1910253/187231.92e-031.31e-0241
GO:000941025SkinAKresponse to xenobiotic stimulus67/1910462/187231.98e-031.34e-0267
GO:000181917SkinAKpositive regulation of cytokine production67/1910467/187232.59e-031.67e-0267
GO:00429824SkinAKamyloid precursor protein metabolic process19/191095/187233.08e-031.92e-0219
GO:00726762SkinAKlymphocyte migration22/1910117/187233.41e-032.08e-0222
GO:19028082SkinAKpositive regulation of cell cycle G1/S phase transition13/191058/187234.89e-032.77e-0213
GO:00170157SkinAKregulation of transforming growth factor beta receptor signaling pathway23/1910128/187235.03e-032.83e-0223
GO:19011849SkinAKregulation of ERBB signaling pathway16/191079/187235.56e-033.05e-0216
GO:007190017SkinAKregulation of protein serine/threonine kinase activity52/1910359/187236.06e-033.27e-0252
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0517120CervixCCCoronavirus disease - COVID-19111/1267232/84651.82e-335.90e-313.49e-31111
hsa0501018CervixCCAlzheimer disease113/1267384/84659.67e-143.92e-122.32e-12113
hsa051207CervixCCEpithelial cell signaling in Helicobacter pylori infection24/126770/84654.35e-053.09e-041.83e-0424
hsa04330CervixCCNotch signaling pathway17/126762/84657.99e-032.56e-021.51e-0217
hsa05171110CervixCCCoronavirus disease - COVID-19111/1267232/84651.82e-335.90e-313.49e-31111
hsa0501019CervixCCAlzheimer disease113/1267384/84659.67e-143.92e-122.32e-12113
hsa0512014CervixCCEpithelial cell signaling in Helicobacter pylori infection24/126770/84654.35e-053.09e-041.83e-0424
hsa043301CervixCCNotch signaling pathway17/126762/84657.99e-032.56e-021.51e-0217
hsa05010210EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa05171211EsophagusESCCCoronavirus disease - COVID-19156/4205232/84653.18e-082.68e-071.37e-07156
hsa0512018EsophagusESCCEpithelial cell signaling in Helicobacter pylori infection52/420570/84652.17e-051.07e-045.47e-0552
hsa043306EsophagusESCCNotch signaling pathway42/420562/84652.97e-037.97e-034.08e-0342
hsa0501038EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa05171310EsophagusESCCCoronavirus disease - COVID-19156/4205232/84653.18e-082.68e-071.37e-07156
hsa0512019EsophagusESCCEpithelial cell signaling in Helicobacter pylori infection52/420570/84652.17e-051.07e-045.47e-0552
hsa0433013EsophagusESCCNotch signaling pathway42/420562/84652.97e-037.97e-034.08e-0342
hsa0517142LiverHCCCoronavirus disease - COVID-19167/4020232/84651.50e-144.19e-132.33e-13167
hsa0501022LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
hsa051202LiverHCCEpithelial cell signaling in Helicobacter pylori infection50/402070/84653.96e-052.16e-041.20e-0450
hsa0517152LiverHCCCoronavirus disease - COVID-19167/4020232/84651.50e-144.19e-132.33e-13167
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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
ADAM17SNVMissense_Mutationnovelc.884N>Gp.Glu295Glyp.E295GP78536protein_codingtolerated(0.13)benign(0.003)TCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ADAM17SNVMissense_Mutationrs764050476c.2437C>Tp.Arg813Cysp.R813CP78536protein_codingdeleterious_low_confidence(0)probably_damaging(0.964)TCGA-BH-A0BL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ADAM17SNVMissense_Mutationc.282N>Gp.Phe94Leup.F94LP78536protein_codingdeleterious(0.05)benign(0.074)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADAM17SNVMissense_Mutationnovelc.13N>Tp.Leu5Phep.L5FP78536protein_codingtolerated_low_confidence(0.22)benign(0.02)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADAM17SNVMissense_Mutationrs865879773c.787N>Tp.Arg263Trpp.R263WP78536protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-3870-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
ADAM17SNVMissense_Mutationc.1891A>Gp.Thr631Alap.T631AP78536protein_codingdeleterious(0.04)benign(0.082)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADAM17SNVMissense_Mutationrs756129840c.1846G>Ap.Asp616Asnp.D616NP78536protein_codingtolerated(0.17)benign(0.001)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ADAM17SNVMissense_Mutationc.701G>Ap.Arg234Hisp.R234HP78536protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ADAM17SNVMissense_Mutationc.1615N>Gp.Asn539Aspp.N539DP78536protein_codingtolerated(0.32)benign(0.01)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ADAM17SNVMissense_Mutationnovelc.989C>Gp.Ser330Cysp.S330CP78536protein_codingdeleterious(0)possibly_damaging(0.888)TCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
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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
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEinhibitor178103981ILOMASTAT
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEMARIMASTATMARIMASTAT26192023
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEApratastatAPRATASTAT
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEGW-3333
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEinhibitor252166880
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEinhibitor178103123CHEMBL489100
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEINCB7839
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEAderbasibADERBASIB
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMEinhibitor348353646
6868ADAM17DRUGGABLE GENOME, PROTEASE, CELL SURFACE, NEUTRAL ZINC METALLOPEPTIDASE, TRANSPORTER, ENZYMECB7969312CHEMBL599255
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