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: AJAP1

Gene summary for AJAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AJAP1

Gene ID

55966

Gene nameadherens junctions associated protein 1
Gene AliasMOT8
Cytomap1p36.32
Gene Typeprotein-coding
GO ID

GO:0001738

UniProtAcc

Q9UKB5


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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
55966AJAP1C04HumanOral cavityOSCC9.39e-166.45e-010.2633
55966AJAP1C30HumanOral cavityOSCC4.70e-116.09e-010.3055
55966AJAP1C06HumanOral cavityOSCC3.52e-057.60e-010.2699
55966AJAP1EOLP-1HumanOral cavityEOLP3.65e-042.22e-01-0.0202
55966AJAP1SYSMH3HumanOral cavityOSCC4.07e-072.72e-010.2442
55966AJAP1SYSMH5HumanOral cavityOSCC2.92e-052.43e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:003158917Oral cavityOSCCcell-substrate adhesion193/7305363/187232.48e-084.82e-07193
GO:001081019Oral cavityOSCCregulation of cell-substrate adhesion126/7305221/187234.02e-087.55e-07126
GO:000195215Oral cavityOSCCregulation of cell-matrix adhesion78/7305128/187234.05e-076.02e-0678
GO:000716016Oral cavityOSCCcell-matrix adhesion125/7305233/187233.76e-064.45e-05125
GO:190303418Oral cavityOSCCregulation of response to wounding87/7305167/187233.91e-042.38e-0387
GO:00071629Oral cavityOSCCnegative regulation of cell adhesion145/7305303/187239.95e-045.18e-03145
GO:006104116Oral cavityOSCCregulation of wound healing69/7305134/187232.19e-039.95e-0369
GO:004206026Oral cavityEOLPwound healing99/2218422/187231.18e-111.85e-0999
GO:003158925Oral cavityEOLPcell-substrate adhesion84/2218363/187238.71e-106.29e-0884
GO:000195216Oral cavityEOLPregulation of cell-matrix adhesion40/2218128/187234.06e-092.39e-0740
GO:001081025Oral cavityEOLPregulation of cell-substrate adhesion57/2218221/187237.77e-093.94e-0757
GO:000716017Oral cavityEOLPcell-matrix adhesion56/2218233/187231.44e-074.68e-0656
GO:000716216Oral cavityEOLPnegative regulation of cell adhesion61/2218303/187232.11e-053.28e-0461
GO:190303419Oral cavityEOLPregulation of response to wounding38/2218167/187235.06e-056.58e-0438
GO:006104117Oral cavityEOLPregulation of wound healing32/2218134/187237.29e-058.89e-0432
GO:00321023Oral cavityEOLPnegative regulation of response to external stimulus75/2218420/187231.74e-041.80e-0375
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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
AJAP1SNVMissense_Mutationc.1010C>Gp.Ser337Trpp.S337WQ9UKB5protein_codingdeleterious(0)possibly_damaging(0.45)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
AJAP1SNVMissense_Mutationnovelc.662C>Ap.Thr221Asnp.T221NQ9UKB5protein_codingdeleterious(0.01)possibly_damaging(0.474)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
AJAP1SNVMissense_Mutationrs781277874c.50C>Tp.Pro17Leup.P17LQ9UKB5protein_codingdeleterious(0)possibly_damaging(0.811)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AJAP1SNVMissense_Mutationc.871N>Cp.Ile291Leup.I291LQ9UKB5protein_codingdeleterious(0.03)possibly_damaging(0.606)TCGA-BH-A1F2-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
AJAP1SNVMissense_Mutationrs781175711c.1124N>Tp.Ser375Leup.S375LQ9UKB5protein_codingtolerated(0.15)possibly_damaging(0.519)TCGA-C8-A12L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AJAP1SNVMissense_Mutationrs567462755c.931N>Ap.Gly311Argp.G311RQ9UKB5protein_codingdeleterious(0)probably_damaging(0.988)TCGA-EA-A97N-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AJAP1insertionFrame_Shift_Insnovelc.1204_1205insTp.Ser403ValfsTer2p.S403Vfs*2Q9UKB5protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
AJAP1insertionFrame_Shift_Insnovelc.1206_1207insGAAACGGGATTTCTp.Ser403GlufsTer39p.S403Efs*39Q9UKB5protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
AJAP1SNVMissense_Mutationrs765357051c.254N>Ap.Arg85Glnp.R85QQ9UKB5protein_codingtolerated(0.23)benign(0.289)TCGA-5M-AATE-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
AJAP1SNVMissense_Mutationc.857N>Cp.Ile286Thrp.I286TQ9UKB5protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
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