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: AADAC

Gene summary for AADAC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AADAC

Gene ID

13

Gene namearylacetamide deacetylase
Gene AliasCES5A1
Cytomap3q25.1
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

P22760


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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
13AADACLZE2DHumanEsophagusHGIN3.64e-038.88e-010.0642
13AADACLZE2THumanEsophagusESCC3.94e-079.30e-010.082
13AADACLZE24THumanEsophagusESCC1.46e-022.26e-010.0596
13AADACLZE21THumanEsophagusESCC9.73e-054.08e-010.0655
13AADACP9T-EHumanEsophagusESCC4.72e-092.40e-010.1131
13AADACP15T-EHumanEsophagusESCC8.45e-041.35e-010.1149
13AADACP22T-EHumanEsophagusESCC1.02e-316.76e-010.1236
13AADACP30T-EHumanEsophagusESCC3.14e-281.34e+000.137
13AADACP39T-EHumanEsophagusESCC8.56e-123.54e-010.0894
13AADACP49T-EHumanEsophagusESCC1.17e-111.35e+000.1768
13AADACP79T-EHumanEsophagusESCC9.02e-112.64e-010.1154
13AADACP94T-EHumanEsophagusESCC1.38e-058.62e-010.0879
13AADACP104T-EHumanEsophagusESCC2.70e-022.81e-010.0931
13AADACP127T-EHumanEsophagusESCC7.38e-039.82e-020.0826
13AADACPat01-BHumanStomachGC6.37e-225.20e-010.5754
13AADACPat02-BHumanStomachGC1.71e-343.46e-010.0368
13AADACPat03-BHumanStomachGC2.93e-163.87e-010.3693
13AADACPat04-BHumanStomachGC2.02e-09-1.57e-01-0.1483
13AADACPat05-BHumanStomachGC1.60e-031.08e-01-0.0353
13AADACPat06-BHumanStomachGC7.25e-24-4.88e-02-0.1961
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:000989626EsophagusHGINpositive regulation of catabolic process126/2587492/187231.46e-122.09e-10126
GO:003133126EsophagusHGINpositive regulation of cellular catabolic process112/2587427/187235.15e-126.72e-10112
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:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00442427EsophagusESCCcellular lipid catabolic process121/8552214/187238.63e-044.43e-03121
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:00192168EsophagusESCCregulation of lipid metabolic process172/8552331/187231.20e-024.02e-02172
GO:00094106StomachGCresponse to xenobiotic stimulus61/1159462/187231.68e-081.43e-0661
GO:0006641StomachGCtriglyceride metabolic process23/1159100/187233.27e-082.44e-0623
GO:0006639StomachGCacylglycerol metabolic process24/1159128/187239.59e-074.53e-0524
GO:0006638StomachGCneutral lipid metabolic process24/1159129/187231.11e-065.20e-0524
GO:00442424StomachGCcellular lipid catabolic process32/1159214/187233.16e-061.29e-0432
GO:00160425StomachGClipid catabolic process41/1159320/187237.84e-062.80e-0441
GO:0019433StomachGCtriglyceride catabolic process9/115929/187234.19e-051.04e-039
GO:0006805StomachGCxenobiotic metabolic process19/1159111/187234.79e-051.15e-0319
GO:00313316StomachGCpositive regulation of cellular catabolic process46/1159427/187231.79e-043.12e-0346
GO:0019216StomachGCregulation of lipid metabolic process37/1159331/187233.67e-045.70e-0337
GO:00098966StomachGCpositive regulation of catabolic process50/1159492/187233.89e-045.97e-0350
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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
AADACSNVMissense_Mutationc.896N>Gp.Asn299Serp.N299SP22760protein_codingtolerated(0.68)benign(0.001)TCGA-A2-A0EU-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AADACSNVMissense_Mutationc.64C>Tp.Pro22Serp.P22SP22760protein_codingdeleterious(0.02)probably_damaging(0.931)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
AADACSNVMissense_Mutationnovelc.364C>Gp.Leu122Valp.L122VP22760protein_codingtolerated(0.09)benign(0.007)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
AADACSNVMissense_Mutationnovelc.1150N>Tp.Ser384Cysp.S384CP22760protein_codingdeleterious(0.01)benign(0.014)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
AADACinsertionFrame_Shift_Insnovelc.926_927insGCCAGCTGGTCTCGAACTCCTGACCTCAAGCAATCCATACTTCp.Lys310ProfsTer30p.K310Pfs*30P22760protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AADACinsertionIn_Frame_Insnovelc.127_128insCTTGCCp.Ile43delinsThrCysLeup.I43delinsTCLP22760protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AADACinsertionFrame_Shift_Insnovelc.129_130insAACCCCGTCCCCACTTCCCAATGp.Gln44AsnfsTer46p.Q44Nfs*46P22760protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AADACinsertionIn_Frame_Insnovelc.808_809insGGTp.Val270delinsGlyLeup.V270delinsGLP22760protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
AADACdeletionFrame_Shift_Delc.631delNp.Lys211AsnfsTer7p.K211Nfs*7P22760protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
AADACSNVMissense_Mutationc.482N>Gp.Tyr161Cysp.Y161CP22760protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-3663-01Colorectumcolon 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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