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: FAAH

Gene summary for FAAH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAAH

Gene ID

2166

Gene namefatty acid amide hydrolase
Gene AliasFAAH-1
Cytomap1p33
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

O00519


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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
2166FAAHLZE20THumanEsophagusESCC1.06e-021.00e-010.0662
2166FAAHLZE24THumanEsophagusESCC2.58e-111.71e-010.0596
2166FAAHP1T-EHumanEsophagusESCC7.50e-051.99e-010.0875
2166FAAHP2T-EHumanEsophagusESCC4.96e-101.81e-010.1177
2166FAAHP4T-EHumanEsophagusESCC5.05e-081.08e-010.1323
2166FAAHP8T-EHumanEsophagusESCC9.65e-203.22e-010.0889
2166FAAHP10T-EHumanEsophagusESCC2.25e-203.82e-010.116
2166FAAHP12T-EHumanEsophagusESCC3.37e-162.73e-010.1122
2166FAAHP15T-EHumanEsophagusESCC4.40e-121.72e-010.1149
2166FAAHP16T-EHumanEsophagusESCC1.99e-077.27e-020.1153
2166FAAHP17T-EHumanEsophagusESCC5.57e-082.58e-010.1278
2166FAAHP20T-EHumanEsophagusESCC2.77e-051.24e-010.1124
2166FAAHP21T-EHumanEsophagusESCC3.24e-255.66e-010.1617
2166FAAHP23T-EHumanEsophagusESCC1.93e-102.14e-010.108
2166FAAHP24T-EHumanEsophagusESCC3.58e-059.78e-020.1287
2166FAAHP27T-EHumanEsophagusESCC3.48e-315.48e-010.1055
2166FAAHP30T-EHumanEsophagusESCC3.24e-143.96e-010.137
2166FAAHP31T-EHumanEsophagusESCC3.90e-172.39e-010.1251
2166FAAHP36T-EHumanEsophagusESCC1.69e-073.13e-010.1187
2166FAAHP40T-EHumanEsophagusESCC2.57e-051.00e-010.109
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00066311ColorectumSERfatty acid metabolic process79/2897390/187236.34e-034.56e-0279
GO:00066312ColorectumMSSfatty acid metabolic process95/3467390/187232.20e-031.84e-0295
GO:00160422ColorectumMSSlipid catabolic process77/3467320/187237.43e-034.71e-0277
GO:00066313ColorectumFAPfatty acid metabolic process81/2622390/187231.43e-042.24e-0381
GO:00160423ColorectumFAPlipid catabolic process65/2622320/187231.13e-031.08e-0265
GO:00066314ColorectumCRCfatty acid metabolic process65/2078390/187235.30e-047.42e-0365
GO:00160424ColorectumCRClipid catabolic process53/2078320/187231.89e-031.93e-0253
GO:00090628EsophagusESCCfatty acid catabolic process66/8552100/187233.21e-052.66e-0466
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00723297EsophagusESCCmonocarboxylic acid catabolic process74/8552122/187236.03e-043.27e-0374
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00442427EsophagusESCCcellular lipid catabolic process121/8552214/187238.63e-044.43e-03121
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:00090627Oral cavityOSCCfatty acid catabolic process59/7305100/187233.99e-053.48e-0459
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:00723296Oral cavityOSCCmonocarboxylic acid catabolic process66/7305122/187235.02e-042.95e-0366
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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
FAAHSNVMissense_Mutationc.926T>Cp.Val309Alap.V309AO00519protein_codingdeleterious(0)benign(0.242)TCGA-A2-A0YC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
FAAHSNVMissense_Mutationnovelc.296N>Gp.Thr99Serp.T99SO00519protein_codingtolerated(0.77)benign(0.009)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
FAAHSNVMissense_Mutationc.942C>Ap.Phe314Leup.F314LO00519protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FAAHSNVMissense_Mutationrs200701500c.1319C>Tp.Ser440Leup.S440LO00519protein_codingdeleterious(0.01)probably_damaging(0.948)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAAHSNVMissense_Mutationc.563N>Tp.Pro188Leup.P188LO00519protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AO-A0J8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
FAAHSNVMissense_Mutationc.576N>Gp.Phe192Leup.F192LO00519protein_codingtolerated(1)benign(0)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
FAAHSNVMissense_Mutationnovelc.1025N>Cp.Met342Thrp.M342TO00519protein_codingdeleterious(0)probably_damaging(0.984)TCGA-LL-A5YO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
FAAHinsertionIn_Frame_Insnovelc.697_698insCCCp.Gly233delinsAlaArgp.G233delinsARO00519protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
FAAHinsertionFrame_Shift_Insnovelc.698_699insACCCCGTp.Leu234ProfsTer6p.L234Pfs*6O00519protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
FAAHSNVMissense_Mutationc.1402N>Tp.Asp468Tyrp.D468YO00519protein_codingdeleterious(0)probably_damaging(0.994)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
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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
2166FAAHENZYME, DRUGGABLE GENOMEAzetidine urea derivative 3
2166FAAHENZYME, DRUGGABLE GENOMESSR411298
2166FAAHENZYME, DRUGGABLE GENOMESpirocyclic diamine urea derivative 2
2166FAAHENZYME, DRUGGABLE GENOMEPropofolPROPOFOL
2166FAAHENZYME, DRUGGABLE GENOMEHeteroaryl-substituted urea derivative 1
2166FAAHENZYME, DRUGGABLE GENOMEinhibitorCHEMBL112ACETAMINOPHEN
2166FAAHENZYME, DRUGGABLE GENOMEPF-04862853CHEMBL191578321924613
2166FAAHENZYME, DRUGGABLE GENOMEACETAMINOPHENACETAMINOPHEN15987694
2166FAAHENZYME, DRUGGABLE GENOMEImidazolyl urea derivative 1
2166FAAHENZYME, DRUGGABLE GENOMEKetoheterocycle derivative 1
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