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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 2 3 4 5 6 7 8 9 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0048813ColorectumSERdendrite morphogenesis36/2897146/187232.51e-032.33e-0236
GO:00017011ColorectumSERin utero embryonic development77/2897367/187232.77e-032.48e-0277
GO:0061001ColorectumSERregulation of dendritic spine morphogenesis15/289747/187233.68e-033.07e-0215
GO:0060996ColorectumSERdendritic spine development26/289799/187233.83e-033.17e-0226
GO:00303071ColorectumSERpositive regulation of cell growth39/2897166/187234.25e-033.45e-0239
GO:0071675ColorectumSERregulation of mononuclear cell migration29/2897115/187234.45e-033.54e-0229
GO:00459271ColorectumSERpositive regulation of growth56/2897259/187235.10e-033.91e-0256
GO:00508081ColorectumSERsynapse organization85/2897426/187237.17e-034.99e-0285
GO:19907782ColorectumMSSprotein localization to cell periphery120/3467333/187232.02e-145.47e-12120
GO:19054752ColorectumMSSregulation of protein localization to membrane68/3467175/187232.16e-102.09e-0868
GO:19043752ColorectumMSSregulation of protein localization to cell periphery51/3467125/187235.46e-093.55e-0751
GO:00224112ColorectumMSScellular component disassembly130/3467443/187231.44e-088.46e-07130
GO:00452162ColorectumMSScell-cell junction organization69/3467200/187235.07e-082.70e-0669
GO:01060272ColorectumMSSneuron projection organization34/346793/187233.04e-056.14e-0434
GO:00017012ColorectumMSSin utero embryonic development99/3467367/187233.71e-057.10e-0499
GO:00109752ColorectumMSSregulation of neuron projection development115/3467445/187236.91e-051.20e-03115
GO:00160492ColorectumMSScell growth123/3467482/187237.15e-051.21e-03123
GO:00015582ColorectumMSSregulation of cell growth105/3467414/187232.97e-043.90e-03105
GO:00970612ColorectumMSSdendritic spine organization29/346784/187233.54e-044.50e-0329
GO:00991732ColorectumMSSpostsynapse organization48/3467168/187239.32e-049.44e-0348
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 

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
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 4 5 6 7 8 

Top

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
Page: 1