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: DAPP1

Gene summary for DAPP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DAPP1

Gene ID

27071

Gene namedual adaptor of phosphotyrosine and 3-phosphoinositides 1
Gene AliasBAM32
Cytomap4q23
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

J3KNB3


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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
27071DAPP1LZE4THumanEsophagusESCC1.82e-032.76e-010.0811
27071DAPP1LZE8THumanEsophagusESCC3.25e-061.52e-010.067
27071DAPP1LZE22THumanEsophagusESCC1.27e-074.94e-010.068
27071DAPP1LZE24THumanEsophagusESCC1.38e-112.47e-010.0596
27071DAPP1P1T-EHumanEsophagusESCC1.30e-062.69e-010.0875
27071DAPP1P2T-EHumanEsophagusESCC6.71e-163.87e-010.1177
27071DAPP1P8T-EHumanEsophagusESCC6.83e-079.78e-020.0889
27071DAPP1P9T-EHumanEsophagusESCC4.66e-041.21e-010.1131
27071DAPP1P10T-EHumanEsophagusESCC1.76e-112.31e-010.116
27071DAPP1P11T-EHumanEsophagusESCC3.19e-054.72e-010.1426
27071DAPP1P12T-EHumanEsophagusESCC1.74e-123.36e-010.1122
27071DAPP1P15T-EHumanEsophagusESCC9.35e-297.35e-010.1149
27071DAPP1P20T-EHumanEsophagusESCC4.58e-102.55e-010.1124
27071DAPP1P21T-EHumanEsophagusESCC1.59e-052.21e-010.1617
27071DAPP1P23T-EHumanEsophagusESCC8.34e-073.66e-010.108
27071DAPP1P24T-EHumanEsophagusESCC6.35e-043.94e-020.1287
27071DAPP1P26T-EHumanEsophagusESCC5.49e-358.22e-010.1276
27071DAPP1P27T-EHumanEsophagusESCC8.19e-121.85e-010.1055
27071DAPP1P30T-EHumanEsophagusESCC1.57e-062.05e-010.137
27071DAPP1P37T-EHumanEsophagusESCC6.80e-073.08e-020.1371
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:00064707LungIACprotein dephosphorylation60/2061281/187233.24e-072.48e-0560
GO:00163116LungIACdephosphorylation75/2061417/187231.21e-053.64e-0475
GO:000647015Oral cavityOSCCprotein dephosphorylation162/7305281/187231.56e-104.56e-09162
GO:00163119Oral cavityOSCCdephosphorylation220/7305417/187236.33e-091.34e-07220
GO:000647016Oral cavityLPprotein dephosphorylation89/4623281/187234.60e-032.93e-0289
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04662Oral cavityOSCCB cell receptor signaling pathway48/370484/84659.02e-032.01e-021.03e-0248
hsa046621Oral cavityOSCCB cell receptor signaling pathway48/370484/84659.02e-032.01e-021.03e-0248
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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
DAPP1SNVMissense_Mutationc.65N>Cp.Arg22Thrp.R22TQ9UN19protein_codingtolerated_low_confidence(0.64)benign(0.035)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DAPP1insertionFrame_Shift_Insnovelc.103_104insCCTTTTTACAAGAGGACACCAGTCATATTGAATTAp.Trp35SerfsTer38p.W35Sfs*38Q9UN19protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DAPP1insertionNonsense_Mutationnovelc.529_530insAATATTGATTAATATTATTTAAGp.Leu177GlnfsTer3p.L177Qfs*3Q9UN19protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
DAPP1insertionNonsense_Mutationnovelc.176_177insCATTTTAACTTGGTAAAGACCCTGp.Leu59_Leu60insIleLeuThrTrpTerArgProCysp.L59_L60insILTW*RPCQ9UN19protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DAPP1SNVMissense_Mutationc.306N>Cp.Leu102Phep.L102FQ9UN19protein_codingtolerated(0.07)benign(0.344)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
DAPP1SNVMissense_Mutationnovelc.702C>Gp.Phe234Leup.F234LQ9UN19protein_codingtolerated(0.67)benign(0)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
DAPP1SNVMissense_Mutationnovelc.569N>Tp.Arg190Metp.R190MQ9UN19protein_codingdeleterious(0)probably_damaging(0.949)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DAPP1SNVMissense_Mutationrs745769238c.655N>Ap.Asp219Asnp.D219NQ9UN19protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DAPP1SNVMissense_Mutationc.232N>Tp.Asp78Tyrp.D78YQ9UN19protein_codingdeleterious(0)probably_damaging(0.947)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
DAPP1SNVMissense_Mutationnovelc.756N>Tp.Lys252Asnp.K252NQ9UN19protein_codingdeleterious(0.01)probably_damaging(0.933)TCGA-AZ-4315-01Colorectumcolon 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
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