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: FAAH2

Gene summary for FAAH2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAAH2

Gene ID

158584

Gene namefatty acid amide hydrolase 2
Gene AliasAMDD
CytomapXp11.21
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

B2C6G4


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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
158584FAAH2CCI_1HumanCervixCC3.53e-025.59e-010.528
158584FAAH2CCI_2HumanCervixCC5.10e-137.45e-010.5249
158584FAAH2CCI_3HumanCervixCC3.60e-166.71e-010.516
158584FAAH2HTA11_3410_2000001011HumanColorectumAD7.61e-13-5.83e-010.0155
158584FAAH2HTA11_2487_2000001011HumanColorectumSER4.16e-07-5.80e-01-0.1808
158584FAAH2HTA11_3361_2000001011HumanColorectumAD7.16e-06-6.67e-01-0.1207
158584FAAH2HTA11_696_2000001011HumanColorectumAD1.14e-12-5.22e-01-0.1464
158584FAAH2HTA11_866_2000001011HumanColorectumAD1.31e-03-3.24e-01-0.1001
158584FAAH2HTA11_1391_2000001011HumanColorectumAD1.65e-04-4.60e-01-0.059
158584FAAH2HTA11_5212_2000001011HumanColorectumAD4.19e-03-6.87e-01-0.2061
158584FAAH2HTA11_10711_2000001011HumanColorectumAD8.06e-03-5.34e-010.0338
158584FAAH2HTA11_7696_3000711011HumanColorectumAD3.17e-04-3.68e-010.0674
158584FAAH2HTA11_99999970781_79442HumanColorectumMSS7.20e-04-3.52e-010.294
158584FAAH2HTA11_99999971662_82457HumanColorectumMSS2.81e-05-3.82e-010.3859
158584FAAH2HTA11_99999974143_84620HumanColorectumMSS4.10e-10-4.67e-010.3005
158584FAAH2A015-C-203HumanColorectumFAP1.30e-301.77e-02-0.1294
158584FAAH2A015-C-204HumanColorectumFAP7.74e-069.52e-02-0.0228
158584FAAH2A014-C-040HumanColorectumFAP2.57e-032.51e-02-0.1184
158584FAAH2A002-C-201HumanColorectumFAP3.19e-08-6.07e-020.0324
158584FAAH2A001-C-119HumanColorectumFAP2.87e-03-1.53e-01-0.1557
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
∗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
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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
FAAH2SNVMissense_Mutationc.873C>Gp.Ile291Metp.I291MQ6GMR7protein_codingtolerated(0.14)possibly_damaging(0.832)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAAH2SNVMissense_Mutationc.1036N>Gp.Gln346Glup.Q346EQ6GMR7protein_codingtolerated(0.2)benign(0.028)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FAAH2SNVMissense_Mutationc.344C>Ap.Ala115Aspp.A115DQ6GMR7protein_codingtolerated(0.59)benign(0.006)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAAH2SNVMissense_Mutationc.977N>Gp.Leu326Argp.L326RQ6GMR7protein_codingdeleterious(0)probably_damaging(0.949)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAAH2SNVMissense_Mutationc.1321G>Tp.Asp441Tyrp.D441YQ6GMR7protein_codingdeleterious(0)possibly_damaging(0.793)TCGA-G4-6315-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
FAAH2SNVMissense_Mutationc.1237N>Ap.Leu413Metp.L413MQ6GMR7protein_codingtolerated(0.22)possibly_damaging(0.574)TCGA-DY-A1DG-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAAH2SNVMissense_Mutationrs749206936c.695G>Ap.Arg232Glnp.R232QQ6GMR7protein_codingdeleterious(0)probably_damaging(1)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
FAAH2SNVMissense_Mutationnovelc.917N>Cp.Lys306Thrp.K306TQ6GMR7protein_codingdeleterious(0)possibly_damaging(0.733)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FAAH2SNVMissense_Mutationnovelc.1347N>Ap.Phe449Leup.F449LQ6GMR7protein_codingtolerated(1)benign(0.009)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FAAH2SNVMissense_Mutationc.1342G>Cp.Val448Leup.V448LQ6GMR7protein_codingdeleterious(0.03)possibly_damaging(0.802)TCGA-A5-A0R9-01Endometriumuterine corpus endometrioid carcinomaFemale<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
158584FAAH2DRUGGABLE GENOME, ENZYMEinhibitor310264767
158584FAAH2DRUGGABLE GENOME, ENZYMEinhibitor178101919
158584FAAH2DRUGGABLE GENOME, ENZYMEinhibitor381744930
158584FAAH2DRUGGABLE GENOME, ENZYMEinhibitor178101156URB-597
158584FAAH2DRUGGABLE GENOME, ENZYMEinhibitor178101892
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