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: ADAM10

Gene summary for ADAM10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAM10

Gene ID

102

Gene nameADAM metallopeptidase domain 10
Gene AliasAD10
Cytomap15q21.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R5U5


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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
102ADAM10HTA11_3410_2000001011HumanColorectumAD1.03e-14-5.32e-010.0155
102ADAM10HTA11_3361_2000001011HumanColorectumAD1.21e-06-5.43e-01-0.1207
102ADAM10HTA11_546_2000001011HumanColorectumAD8.68e-05-4.60e-01-0.0842
102ADAM10HTA11_866_3004761011HumanColorectumAD1.32e-07-4.23e-010.096
102ADAM10HTA11_8622_2000001021HumanColorectumSER2.39e-02-4.91e-010.0528
102ADAM10HTA11_10623_2000001011HumanColorectumAD4.85e-03-4.43e-01-0.0177
102ADAM10HTA11_10711_2000001011HumanColorectumAD6.20e-05-3.99e-010.0338
102ADAM10HTA11_7696_3000711011HumanColorectumAD1.27e-11-4.83e-010.0674
102ADAM10HTA11_6818_2000001021HumanColorectumAD7.92e-04-4.24e-010.0588
102ADAM10HTA11_99999970781_79442HumanColorectumMSS9.31e-07-3.72e-010.294
102ADAM10HTA11_99999971662_82457HumanColorectumMSS5.17e-10-4.85e-010.3859
102ADAM10HTA11_99999973899_84307HumanColorectumMSS2.34e-03-5.24e-010.2585
102ADAM10HTA11_99999974143_84620HumanColorectumMSS2.11e-06-4.49e-010.3005
102ADAM10A001-C-207HumanColorectumFAP8.24e-04-1.67e-010.1278
102ADAM10A015-C-203HumanColorectumFAP1.86e-24-2.98e-01-0.1294
102ADAM10A015-C-204HumanColorectumFAP1.00e-05-2.00e-01-0.0228
102ADAM10A014-C-040HumanColorectumFAP4.12e-03-1.66e-01-0.1184
102ADAM10A002-C-201HumanColorectumFAP6.65e-14-1.81e-010.0324
102ADAM10A002-C-203HumanColorectumFAP3.01e-05-1.33e-010.2786
102ADAM10A001-C-119HumanColorectumFAP8.50e-06-1.14e-01-0.1557
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:1905475ColorectumADregulation of protein localization to membrane73/3918175/187233.37e-102.93e-0873
GO:0045216ColorectumADcell-cell junction organization80/3918200/187235.57e-104.58e-0880
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:1904375ColorectumADregulation of protein localization to cell periphery54/3918125/187231.52e-089.00e-0754
GO:0016049ColorectumADcell growth143/3918482/187232.83e-068.09e-05143
GO:0001558ColorectumADregulation of cell growth124/3918414/187237.67e-061.86e-04124
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0106027ColorectumADneuron projection organization36/391893/187236.58e-051.07e-0336
GO:0030307ColorectumADpositive regulation of cell growth54/3918166/187233.08e-043.69e-0354
GO:0045927ColorectumADpositive regulation of growth77/3918259/187234.82e-045.27e-0377
GO:0097061ColorectumADdendritic spine organization31/391884/187235.48e-045.83e-0331
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:0034332ColorectumADadherens junction organization20/391849/187231.23e-031.09e-0220
GO:0099173ColorectumADpostsynapse organization51/3918168/187232.47e-031.90e-0251
GO:0016358ColorectumADdendrite development69/3918243/187233.32e-032.42e-0269
GO:0033619ColorectumADmembrane protein proteolysis21/391857/187234.16e-032.88e-0221
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:1902414ColorectumADprotein localization to cell junction31/391894/187234.30e-032.95e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa050102ColorectumSERAlzheimer disease146/1580384/84656.52e-202.40e-181.75e-18146
hsa050103ColorectumSERAlzheimer disease146/1580384/84656.52e-202.40e-181.75e-18146
hsa050108ColorectumFAPAlzheimer disease105/1404384/84653.74e-081.04e-066.33e-07105
hsa050109ColorectumFAPAlzheimer disease105/1404384/84653.74e-081.04e-066.33e-07105
hsa0501014LiverCirrhoticAlzheimer disease180/2530384/84655.52e-131.36e-118.36e-12180
hsa051204LiverCirrhoticEpithelial cell signaling in Helicobacter pylori infection34/253070/84657.42e-044.33e-032.67e-0334
hsa0501015LiverCirrhoticAlzheimer disease180/2530384/84655.52e-131.36e-118.36e-12180
hsa0512011LiverCirrhoticEpithelial cell signaling in Helicobacter pylori infection34/253070/84657.42e-044.33e-032.67e-0334
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
hsa0501032LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
hsa051203LiverHCCEpithelial cell signaling in Helicobacter pylori infection50/402070/84653.96e-052.16e-041.20e-0450
hsa0501062Oral cavityNEOLPAlzheimer disease97/1112384/84653.97e-111.57e-099.89e-1097
hsa0501072Oral cavityNEOLPAlzheimer disease97/1112384/84653.97e-111.57e-099.89e-1097
hsa0501026ProstateBPHAlzheimer disease165/1718384/84654.03e-251.66e-231.03e-23165
hsa051209ProstateBPHEpithelial cell signaling in Helicobacter pylori infection29/171870/84654.25e-052.98e-041.85e-0429
hsa05010111ProstateBPHAlzheimer disease165/1718384/84654.03e-251.66e-231.03e-23165
hsa0512016ProstateBPHEpithelial cell signaling in Helicobacter pylori infection29/171870/84654.25e-052.98e-041.85e-0429
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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
ADAM10SNVMissense_Mutationnovelc.1712N>Gp.Ile571Serp.I571SO14672protein_codingdeleterious(0)possibly_damaging(0.864)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
ADAM10SNVMissense_Mutationc.292G>Cp.Asp98Hisp.D98HO14672protein_codingdeleterious(0.01)probably_damaging(0.948)TCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADAM10SNVMissense_Mutationnovelc.1564N>Ap.Glu522Lysp.E522KO14672protein_codingtolerated(0.49)benign(0.01)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
ADAM10SNVMissense_Mutationc.313G>Ap.Gly105Argp.G105RO14672protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ADAM10SNVMissense_Mutationrs371036827c.523G>Ap.Asp175Asnp.D175NO14672protein_codingtolerated(0.09)benign(0.097)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ADAM10SNVMissense_Mutationnovelc.740N>Tp.Ser247Phep.S247FO14672protein_codingdeleterious(0)possibly_damaging(0.593)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADAM10SNVMissense_Mutationc.166N>Ap.Glu56Lysp.E56KO14672protein_codingtolerated(0.57)benign(0.216)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
ADAM10SNVMissense_Mutationc.1207N>Cp.Glu403Glnp.E403QO14672protein_codingtolerated(0.07)probably_damaging(0.925)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADAM10SNVMissense_Mutationc.779N>Tp.Thr260Ilep.T260IO14672protein_codingdeleterious(0.01)possibly_damaging(0.517)TCGA-A6-2680-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADAM10SNVMissense_Mutationc.883N>Gp.Ile295Valp.I295VO14672protein_codingtolerated(0.1)benign(0.206)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=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
102ADAM10ENZYME, CELL SURFACE, TRANSPORTER, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEinhibitor348353646
102ADAM10ENZYME, CELL SURFACE, TRANSPORTER, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEinhibitor178103981ILOMASTAT
102ADAM10ENZYME, CELL SURFACE, TRANSPORTER, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEINCB7839
102ADAM10ENZYME, CELL SURFACE, TRANSPORTER, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEinhibitor252166769
102ADAM10ENZYME, CELL SURFACE, TRANSPORTER, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEMARIMASTATMARIMASTAT26192023
102ADAM10ENZYME, CELL SURFACE, TRANSPORTER, NEUTRAL ZINC METALLOPEPTIDASE, DRUGGABLE GENOME, PROTEASEAderbasibADERBASIB
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