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: 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


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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
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
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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.

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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:00434055EsophagusESCCregulation of MAP kinase activity102/8552177/187238.89e-044.55e-03102
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:19031317EsophagusESCCmononuclear cell differentiation226/8552426/187231.20e-035.88e-03226
GO:00702271EsophagusESCClymphocyte apoptotic process46/855272/187231.39e-036.62e-0346
GO:002240919EsophagusESCCpositive regulation of cell-cell adhesion155/8552284/187231.50e-037.06e-03155
GO:190210510EsophagusESCCregulation of leukocyte differentiation152/8552279/187231.82e-038.35e-03152
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:190121516EsophagusESCCnegative regulation of neuron death115/8552208/187233.24e-031.34e-02115
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:00702421EsophagusESCCthymocyte apoptotic process13/855216/187234.05e-031.62e-0213
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:00456213EsophagusESCCpositive regulation of lymphocyte differentiation61/8552104/187235.22e-031.97e-0261
GO:00069294EsophagusESCCsubstrate-dependent cell migration17/855223/187235.73e-032.13e-0217
GO:00226172EsophagusESCCextracellular matrix disassembly39/855263/187236.92e-032.52e-0239
GO:005087015EsophagusESCCpositive regulation of T cell activation117/8552216/187237.23e-032.62e-02117
GO:000268515EsophagusESCCregulation of leukocyte migration114/8552210/187237.26e-032.63e-02114
GO:00302176EsophagusESCCT cell differentiation137/8552257/187238.09e-032.87e-02137
GO:190303916EsophagusESCCpositive regulation of leukocyte cell-cell adhesion128/8552239/187238.40e-032.96e-02128
GO:005070810EsophagusESCCregulation of protein secretion142/8552268/187239.31e-033.24e-02142
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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
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
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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
101ADAM8ENZYME, NEUTRAL ZINC METALLOPEPTIDASE, CELL SURFACE, DRUGGABLE GENOME, PROTEASEinhibitor252166879
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