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: ADAM8

Gene summary for ADAM8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAM8

Gene ID

101

Gene nameADAM metallopeptidase domain 8
Gene AliasCD156
Cytomap10q26.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P78325


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
101ADAM8P2T-EHumanEsophagusESCC2.62e-041.44e-010.1177
101ADAM8P8T-EHumanEsophagusESCC2.11e-031.57e-010.0889
101ADAM8P21T-EHumanEsophagusESCC2.20e-041.50e-010.1617
101ADAM8P37T-EHumanEsophagusESCC2.20e-021.33e-010.1371
101ADAM8P52T-EHumanEsophagusESCC2.92e-021.24e-010.1555
101ADAM8P62T-EHumanEsophagusESCC1.87e-052.35e-010.1302
101ADAM8P65T-EHumanEsophagusESCC2.80e-021.10e-010.0978
101ADAM8P75T-EHumanEsophagusESCC2.70e-091.96e-010.1125
101ADAM8P76T-EHumanEsophagusESCC1.34e-111.86e-010.1207
101ADAM8P82T-EHumanEsophagusESCC6.99e-053.37e-010.1072
101ADAM8P89T-EHumanEsophagusESCC4.31e-047.74e-010.1752
101ADAM8P91T-EHumanEsophagusESCC5.86e-081.03e+000.1828
101ADAM8P126T-EHumanEsophagusESCC3.09e-024.91e-010.1125
101ADAM8P130T-EHumanEsophagusESCC3.08e-286.12e-010.1676
101ADAM8C04HumanOral cavityOSCC2.16e-053.87e-010.2633
101ADAM8C21HumanOral cavityOSCC1.09e-301.21e+000.2678
101ADAM8C30HumanOral cavityOSCC1.39e-106.27e-010.3055
101ADAM8C38HumanOral cavityOSCC9.97e-032.88e-010.172
101ADAM8C43HumanOral cavityOSCC1.30e-204.56e-010.1704
101ADAM8C46HumanOral cavityOSCC1.37e-184.28e-010.1673
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0042176111EsophagusESCCregulation of protein catabolic process280/8552391/187238.65e-262.39e-23280
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:0045862111EsophagusESCCpositive regulation of proteolysis256/8552372/187237.88e-209.43e-18256
GO:0045732111EsophagusESCCpositive regulation of protein catabolic process167/8552231/187231.47e-161.14e-14167
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:0070482111EsophagusESCCresponse to oxygen levels218/8552347/187236.91e-112.17e-09218
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:0036293111EsophagusESCCresponse to decreased oxygen levels201/8552322/187238.37e-102.04e-08201
GO:0001666111EsophagusESCCresponse to hypoxia192/8552307/187231.59e-093.69e-08192
GO:0070997111EsophagusESCCneuron death216/8552361/187233.49e-086.45e-07216
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:0071453110EsophagusESCCcellular response to oxygen levels114/8552177/187233.63e-075.06e-06114
GO:0036294110EsophagusESCCcellular response to decreased oxygen levels105/8552161/187234.20e-075.73e-06105
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:00028318EsophagusESCCregulation of response to biotic stimulus191/8552327/187232.12e-062.45e-05191
GO:00719029EsophagusESCCpositive regulation of protein serine/threonine kinase activity124/8552200/187232.27e-062.61e-05124
Page: 1 2 3 4 5 6 7 8 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
ADAM8SNVMissense_Mutationnovelc.1003N>Cp.Glu335Glnp.E335QP78325protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ADAM8SNVMissense_Mutationrs761100437c.1441N>Ap.Gly481Serp.G481SP78325protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
ADAM8SNVMissense_Mutationrs764039221c.2051G>Ap.Arg684Hisp.R684HP78325protein_codingtolerated(0.2)benign(0.018)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADAM8SNVMissense_Mutationrs375767499c.1910C>Tp.Pro637Leup.P637LP78325protein_codingdeleterious(0.01)benign(0.329)TCGA-DS-A5RQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
ADAM8SNVMissense_Mutationnovelc.650N>Ap.Gly217Glup.G217EP78325protein_codingdeleterious(0.02)probably_damaging(0.978)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ADAM8SNVMissense_Mutationnovelc.235N>Gp.Leu79Valp.L79VP78325protein_codingtolerated(0.43)benign(0.075)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ADAM8SNVMissense_Mutationnovelc.242N>Tp.Ser81Phep.S81FP78325protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADAM8SNVMissense_Mutationnovelc.2048N>Ap.Ser683Asnp.S683NP78325protein_codingtolerated(0.42)benign(0.011)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADAM8SNVMissense_Mutationnovelc.1424T>Cp.Leu475Prop.L475PP78325protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADAM8SNVMissense_Mutationnovelc.2402N>Tp.Ala801Valp.A801VP78325protein_codingtolerated(0.3)benign(0.046)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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
101ADAM8ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, CELL SURFACE, DRUGGABLE GENOME, PROTEASEinhibitor252166879
Page: 1