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: FA2H

Gene summary for FA2H

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FA2H

Gene ID

79152

Gene namefatty acid 2-hydroxylase
Gene AliasFAAH
Cytomap16q23.1
Gene Typeprotein-coding
GO ID

GO:0001949

UniProtAcc

Q7L5A8


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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
79152FA2HHTA11_2487_2000001011HumanColorectumSER4.09e-107.31e-01-0.1808
79152FA2HHTA11_1938_2000001011HumanColorectumAD4.86e-046.24e-01-0.0811
79152FA2HHTA11_78_2000001011HumanColorectumAD1.29e-034.48e-01-0.1088
79152FA2HHTA11_347_2000001011HumanColorectumAD3.29e-157.00e-01-0.1954
79152FA2HHTA11_411_2000001011HumanColorectumSER3.76e-051.29e+00-0.2602
79152FA2HHTA11_3361_2000001011HumanColorectumAD1.90e-024.52e-01-0.1207
79152FA2HHTA11_83_2000001011HumanColorectumSER6.16e-066.88e-01-0.1526
79152FA2HHTA11_696_2000001011HumanColorectumAD5.37e-137.16e-01-0.1464
79152FA2HHTA11_866_2000001011HumanColorectumAD5.51e-074.51e-01-0.1001
79152FA2HHTA11_1391_2000001011HumanColorectumAD4.71e-034.66e-01-0.059
79152FA2HHTA11_99999974143_84620HumanColorectumMSS1.23e-03-2.59e-010.3005
79152FA2HA015-C-203HumanColorectumFAP3.36e-08-1.80e-01-0.1294
79152FA2HA002-C-201HumanColorectumFAP1.32e-04-1.94e-010.0324
79152FA2HA001-C-108HumanColorectumFAP1.87e-04-1.66e-01-0.0272
79152FA2HA002-C-205HumanColorectumFAP1.19e-06-1.84e-01-0.1236
79152FA2HA015-C-006HumanColorectumFAP2.07e-03-1.42e-01-0.0994
79152FA2HA015-C-106HumanColorectumFAP2.17e-03-1.04e-01-0.0511
79152FA2HA002-C-114HumanColorectumFAP1.04e-05-1.89e-01-0.1561
79152FA2HA015-C-104HumanColorectumFAP1.03e-10-2.13e-01-0.1899
79152FA2HA001-C-014HumanColorectumFAP9.11e-06-2.13e-010.0135
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:00301481EsophagusESCCsphingolipid biosynthetic process62/8552103/187232.10e-039.38e-0362
GO:00423033EsophagusESCCmolting cycle64/8552107/187232.24e-039.85e-0364
GO:00426333EsophagusESCChair cycle64/8552107/187232.24e-039.85e-0364
GO:00066721EsophagusESCCceramide metabolic process61/8552102/187232.82e-031.19e-0261
GO:00302586EsophagusESCClipid modification116/8552212/187234.90e-031.89e-02116
GO:0009247EsophagusESCCglycolipid biosynthetic process42/855268/187235.48e-032.05e-0242
GO:0046513EsophagusESCCceramide biosynthetic process40/855265/187237.25e-032.63e-0240
GO:00487092EsophagusESCColigodendrocyte differentiation55/855295/187231.10e-023.72e-0255
GO:00435882LungIACskin development49/2061263/187231.56e-042.82e-0349
GO:00099135LungIACepidermal cell differentiation37/2061202/187231.29e-031.45e-0237
GO:00487328LungIACgland development68/2061436/187231.94e-031.97e-0268
GO:00315793LungIACmembrane raft organization8/206125/187234.11e-033.32e-028
GO:00085444LungIACepidermis development51/2061324/187235.51e-034.11e-0251
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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
FA2HSNVMissense_Mutationnovelc.709N>Ap.Leu237Metp.L237MQ7L5A8protein_codingdeleterious(0.01)possibly_damaging(0.776)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
FA2HSNVMissense_Mutationrs387907039c.703N>Tp.Arg235Cysp.R235CQ7L5A8protein_codingdeleterious(0)probably_damaging(0.967)TCGA-C5-A1ME-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FA2HSNVMissense_Mutationc.950A>Gp.Tyr317Cysp.Y317CQ7L5A8protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3506-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FA2HSNVMissense_Mutationc.581N>Ap.Gly194Aspp.G194DQ7L5A8protein_codingtolerated(0.12)benign(0.029)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FA2HSNVMissense_Mutationnovelc.938N>Cp.Met313Thrp.M313TQ7L5A8protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FA2HSNVMissense_Mutationnovelc.538N>Ap.Val180Metp.V180MQ7L5A8protein_codingtolerated(0.22)benign(0.189)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FA2HSNVMissense_Mutationc.1016N>Gp.His339Argp.H339RQ7L5A8protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0GH-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FA2HSNVMissense_Mutationc.919N>Tp.Gly307Cysp.G307CQ7L5A8protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
FA2HSNVMissense_Mutationnovelc.282G>Tp.Glu94Aspp.E94DQ7L5A8protein_codingtolerated(0.14)benign(0.236)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FA2HSNVMissense_Mutationnovelc.913N>Ap.Leu305Ilep.L305IQ7L5A8protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-B5-A3FC-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
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