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: FAR1

Gene summary for FAR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAR1

Gene ID

84188

Gene namefatty acyl-CoA reductase 1
Gene AliasCSPSD
Cytomap11p15.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8WVX9


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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
84188FAR1HTA11_3410_2000001011HumanColorectumAD2.49e-35-8.14e-010.0155
84188FAR1HTA11_2487_2000001011HumanColorectumSER1.83e-14-7.21e-01-0.1808
84188FAR1HTA11_2951_2000001011HumanColorectumAD2.55e-05-9.06e-010.0216
84188FAR1HTA11_1938_2000001011HumanColorectumAD1.29e-02-4.56e-01-0.0811
84188FAR1HTA11_3361_2000001011HumanColorectumAD5.98e-10-7.38e-01-0.1207
84188FAR1HTA11_696_2000001011HumanColorectumAD1.70e-28-6.48e-01-0.1464
84188FAR1HTA11_866_2000001011HumanColorectumAD1.06e-16-5.81e-01-0.1001
84188FAR1HTA11_1391_2000001011HumanColorectumAD3.39e-05-4.69e-01-0.059
84188FAR1HTA11_2992_2000001011HumanColorectumSER3.17e-02-5.93e-01-0.1706
84188FAR1HTA11_5212_2000001011HumanColorectumAD4.18e-04-6.54e-01-0.2061
84188FAR1HTA11_5216_2000001011HumanColorectumSER2.12e-04-7.01e-01-0.1462
84188FAR1HTA11_9341_2000001011HumanColorectumSER1.32e-03-9.04e-01-0.00410000000000005
84188FAR1HTA11_7862_2000001011HumanColorectumAD6.34e-05-5.39e-01-0.0179
84188FAR1HTA11_866_3004761011HumanColorectumAD3.02e-33-8.83e-010.096
84188FAR1HTA11_4255_2000001011HumanColorectumSER3.00e-03-6.74e-010.0446
84188FAR1HTA11_8622_2000001021HumanColorectumSER2.69e-10-9.42e-010.0528
84188FAR1HTA11_10711_2000001011HumanColorectumAD2.75e-17-7.35e-010.0338
84188FAR1HTA11_7696_3000711011HumanColorectumAD1.77e-37-7.41e-010.0674
84188FAR1HTA11_6818_2000001011HumanColorectumAD2.69e-08-7.99e-010.0112
84188FAR1HTA11_11156_2000001011HumanColorectumAD4.76e-04-9.88e-010.0397
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00061634ColorectumFAPpurine nucleotide metabolic process100/2622396/187231.45e-092.77e-07100
GO:00092593ColorectumFAPribonucleotide metabolic process97/2622385/187232.90e-095.07e-0797
GO:00725214ColorectumFAPpurine-containing compound metabolic process101/2622416/187231.11e-081.33e-06101
GO:00196933ColorectumFAPribose phosphate metabolic process97/2622396/187231.35e-081.51e-0697
GO:00091174ColorectumFAPnucleotide metabolic process105/2622489/187233.52e-061.25e-04105
GO:00067534ColorectumFAPnucleoside phosphate metabolic process105/2622497/187237.47e-062.25e-04105
GO:0008654ColorectumFAPphospholipid biosynthetic process54/2622253/187238.88e-049.08e-0354
GO:00066502ColorectumFAPglycerophospholipid metabolic process62/2622306/187231.54e-031.38e-0262
GO:00066442ColorectumFAPphospholipid metabolic process74/2622383/187232.24e-031.83e-0274
GO:00189042ColorectumFAPether metabolic process10/262227/187232.46e-031.95e-0210
GO:0046474ColorectumFAPglycerophospholipid biosynthetic process44/2622211/187233.98e-032.76e-0244
GO:00450172ColorectumFAPglycerolipid biosynthetic process50/2622252/187236.32e-033.95e-0250
GO:00066622ColorectumFAPglycerol ether metabolic process8/262222/187237.51e-034.47e-028
GO:00091505ColorectumCRCpurine ribonucleotide metabolic process74/2078368/187232.58e-072.38e-0574
GO:00061635ColorectumCRCpurine nucleotide metabolic process78/2078396/187232.98e-072.59e-0578
GO:00092594ColorectumCRCribonucleotide metabolic process75/2078385/187237.83e-075.04e-0575
GO:00725215ColorectumCRCpurine-containing compound metabolic process79/2078416/187231.15e-066.75e-0579
GO:00196934ColorectumCRCribose phosphate metabolic process75/2078396/187232.36e-061.13e-0475
GO:00086541ColorectumCRCphospholipid biosynthetic process49/2078253/187237.07e-051.51e-0349
GO:00091175ColorectumCRCnucleotide metabolic process81/2078489/187231.45e-042.65e-0381
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa041466Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0414611Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
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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
FAR1SNVMissense_Mutationnovelc.1048N>Gp.His350Aspp.H350DQ8WVX9protein_codingtolerated(0.62)benign(0.001)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
FAR1SNVMissense_Mutationc.588N>Cp.Leu196Phep.L196FQ8WVX9protein_codingdeleterious(0)probably_damaging(0.995)TCGA-LL-A73Z-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
FAR1insertionFrame_Shift_Insnovelc.1348_1349insAAAGCCTGTACCATTTp.Met450LysfsTer27p.M450Kfs*27Q8WVX9protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
FAR1insertionIn_Frame_Insnovelc.1348_1349insAAAGCCTGTACCATTp.Met450delinsLysSerLeuTyrHisLeup.M450delinsKSLYHLQ8WVX9protein_codingTCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
FAR1SNVMissense_Mutationnovelc.899N>Gp.Ile300Serp.I300SQ8WVX9protein_codingtolerated(0.07)benign(0.033)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAR1SNVMissense_Mutationrs753671320c.860N>Tp.Ala287Valp.A287VQ8WVX9protein_codingtolerated(0.18)benign(0.211)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAR1SNVMissense_Mutationnovelc.444N>Ap.Phe148Leup.F148LQ8WVX9protein_codingtolerated(0.72)benign(0.074)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FAR1SNVMissense_Mutationc.1081G>Ap.Ala361Thrp.A361TQ8WVX9protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
FAR1SNVMissense_Mutationc.242N>Tp.Ala81Valp.A81VQ8WVX9protein_codingtolerated(0.18)benign(0.053)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
FAR1SNVMissense_Mutationc.416N>Tp.Ala139Valp.A139VQ8WVX9protein_codingtolerated(0.12)probably_damaging(0.983)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=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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