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: FAR2

Gene summary for FAR2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAR2

Gene ID

55711

Gene namefatty acyl-CoA reductase 2
Gene AliasHEL-S-81
Cytomap12p11.22
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024RAW7


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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
55711FAR2HTA11_3410_2000001011HumanColorectumAD2.72e-27-7.13e-010.0155
55711FAR2HTA11_2951_2000001011HumanColorectumAD9.46e-03-7.65e-010.0216
55711FAR2HTA11_3361_2000001011HumanColorectumAD1.25e-05-5.98e-01-0.1207
55711FAR2HTA11_696_2000001011HumanColorectumAD6.42e-04-3.15e-01-0.1464
55711FAR2HTA11_866_3004761011HumanColorectumAD1.28e-15-6.47e-010.096
55711FAR2HTA11_9408_2000001011HumanColorectumAD2.41e-02-6.82e-010.0451
55711FAR2HTA11_8622_2000001021HumanColorectumSER7.63e-03-5.84e-010.0528
55711FAR2HTA11_10711_2000001011HumanColorectumAD5.09e-07-4.95e-010.0338
55711FAR2HTA11_7696_3000711011HumanColorectumAD1.25e-09-4.72e-010.0674
55711FAR2HTA11_11156_2000001011HumanColorectumAD4.27e-02-8.91e-010.0397
55711FAR2HTA11_6818_2000001021HumanColorectumAD4.94e-03-4.68e-010.0588
55711FAR2HTA11_99999970781_79442HumanColorectumMSS3.13e-22-6.14e-010.294
55711FAR2HTA11_99999973899_84307HumanColorectumMSS1.26e-05-6.78e-010.2585
55711FAR2HTA11_99999974143_84620HumanColorectumMSS8.33e-27-7.62e-010.3005
55711FAR2A001-C-207HumanColorectumFAP5.47e-03-2.37e-010.1278
55711FAR2A015-C-203HumanColorectumFAP1.00e-29-5.45e-01-0.1294
55711FAR2A015-C-204HumanColorectumFAP1.15e-08-5.16e-01-0.0228
55711FAR2A014-C-040HumanColorectumFAP6.54e-06-4.24e-01-0.1184
55711FAR2A002-C-201HumanColorectumFAP8.35e-15-5.05e-010.0324
55711FAR2A001-C-119HumanColorectumFAP5.41e-10-6.13e-01-0.1557
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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
∗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:0009150ColorectumADpurine ribonucleotide metabolic process142/3918368/187234.29e-151.17e-12142
GO:0006163ColorectumADpurine nucleotide metabolic process149/3918396/187231.08e-142.80e-12149
GO:0072521ColorectumADpurine-containing compound metabolic process153/3918416/187234.34e-141.01e-11153
GO:0009259ColorectumADribonucleotide metabolic process144/3918385/187235.25e-141.13e-11144
GO:0019693ColorectumADribose phosphate metabolic process145/3918396/187233.01e-135.71e-11145
GO:0009117ColorectumADnucleotide metabolic process168/3918489/187232.20e-123.36e-10168
GO:0006753ColorectumADnucleoside phosphate metabolic process169/3918497/187234.99e-126.98e-10169
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0033865ColorectumADnucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0033875ColorectumADribonucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0034032ColorectumADpurine nucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:00061631ColorectumSERpurine nucleotide metabolic process109/2897396/187234.26e-105.44e-08109
GO:00091501ColorectumSERpurine ribonucleotide metabolic process103/2897368/187234.69e-105.68e-08103
GO:00725211ColorectumSERpurine-containing compound metabolic process113/2897416/187234.80e-105.68e-08113
GO:00092591ColorectumSERribonucleotide metabolic process104/2897385/187233.27e-093.04e-07104
GO:00196931ColorectumSERribose phosphate metabolic process105/2897396/187238.15e-097.14e-07105
GO:00091171ColorectumSERnucleotide metabolic process122/2897489/187232.50e-081.76e-06122
GO:00067531ColorectumSERnucleoside phosphate metabolic process122/2897497/187236.64e-084.33e-06122
GO:00067901ColorectumSERsulfur compound metabolic process73/2897339/187231.75e-031.81e-0273
GO:00061632ColorectumMSSpurine nucleotide metabolic process128/3467396/187232.04e-113.02e-09128
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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
FAR2SNVMissense_Mutationc.877G>Tp.Ala293Serp.A293SQ96K12protein_codingtolerated(0.06)benign(0.411)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAR2SNVMissense_Mutationnovelc.131T>Ap.Val44Glup.V44EQ96K12protein_codingdeleterious(0)probably_damaging(0.992)TCGA-BH-A1FR-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
FAR2SNVMissense_Mutationnovelc.733N>Cp.Asp245Hisp.D245HQ96K12protein_codingdeleterious(0)probably_damaging(0.995)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
FAR2SNVMissense_Mutationrs139633375c.823N>Ap.Val275Ilep.V275IQ96K12protein_codingtolerated(0.35)benign(0.006)TCGA-AA-3812-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAR2SNVMissense_Mutationnovelc.47C>Tp.Thr16Metp.T16MQ96K12protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAR2SNVMissense_Mutationnovelc.526N>Cp.Lys176Glnp.K176QQ96K12protein_codingtolerated(0.17)possibly_damaging(0.542)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAR2SNVMissense_Mutationc.1187A>Gp.Asn396Serp.N396SQ96K12protein_codingtolerated(0.92)benign(0.012)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
FAR2SNVMissense_Mutationc.1100N>Gp.Tyr367Cysp.Y367CQ96K12protein_codingtolerated(0.07)benign(0.082)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FAR2SNVMissense_Mutationnovelc.34T>Cp.Ser12Prop.S12PQ96K12protein_codingdeleterious(0.01)possibly_damaging(0.809)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
FAR2deletionFrame_Shift_Delc.1329delAp.Lys443AsnfsTer4p.K443Nfs*4Q96K12protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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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