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: FARSB

Gene summary for FARSB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FARSB

Gene ID

10056

Gene namephenylalanyl-tRNA synthetase subunit beta
Gene AliasFARSLB
Cytomap2q36.1
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q9NSD9


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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
10056FARSBHTA11_3410_2000001011HumanColorectumAD1.63e-04-3.33e-010.0155
10056FARSBHTA11_10711_2000001011HumanColorectumAD4.29e-03-4.22e-010.0338
10056FARSBHTA11_99999965104_69814HumanColorectumMSS4.56e-046.12e-010.281
10056FARSBHTA11_99999974143_84620HumanColorectumMSS1.26e-04-2.79e-010.3005
10056FARSBF007HumanColorectumFAP5.51e-05-4.74e-010.1176
10056FARSBA001-C-207HumanColorectumFAP2.74e-05-3.74e-010.1278
10056FARSBA015-C-203HumanColorectumFAP1.08e-23-4.34e-01-0.1294
10056FARSBA015-C-204HumanColorectumFAP4.61e-07-3.64e-01-0.0228
10056FARSBA014-C-040HumanColorectumFAP7.61e-03-3.41e-01-0.1184
10056FARSBA002-C-201HumanColorectumFAP1.26e-19-5.36e-010.0324
10056FARSBA001-C-119HumanColorectumFAP2.36e-13-5.66e-01-0.1557
10056FARSBA001-C-108HumanColorectumFAP3.35e-19-4.23e-01-0.0272
10056FARSBA002-C-205HumanColorectumFAP2.64e-21-4.93e-01-0.1236
10056FARSBA001-C-104HumanColorectumFAP1.61e-06-3.51e-010.0184
10056FARSBA015-C-005HumanColorectumFAP1.06e-08-4.45e-01-0.0336
10056FARSBA015-C-006HumanColorectumFAP9.96e-12-3.30e-01-0.0994
10056FARSBA015-C-106HumanColorectumFAP6.53e-07-2.15e-01-0.0511
10056FARSBA002-C-114HumanColorectumFAP1.07e-17-5.04e-01-0.1561
10056FARSBA015-C-104HumanColorectumFAP6.22e-25-4.47e-01-0.1899
10056FARSBA001-C-014HumanColorectumFAP9.92e-12-3.68e-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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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
∗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:0006418ColorectumADtRNA aminoacylation for protein translation19/391841/187232.37e-043.03e-0319
GO:0043039ColorectumADtRNA aminoacylation19/391844/187237.13e-047.21e-0319
GO:0043038ColorectumADamino acid activation19/391845/187239.94e-049.28e-0319
GO:0006520ColorectumADcellular amino acid metabolic process81/3918284/187231.37e-031.19e-0281
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:00065203LiverNAFLDcellular amino acid metabolic process63/1882284/187231.14e-092.17e-0763
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:0051262LiverHCCprotein tetramerization50/795887/187233.42e-031.55e-0250
GO:0051290LiverHCCprotein heterotetramerization12/795815/187233.56e-031.59e-0212
GO:0051291LiverHCCprotein heterooligomerization17/795825/187238.94e-033.45e-0217
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00063991Oral cavityOSCCtRNA metabolic process101/7305179/187231.65e-062.15e-05101
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00512622Oral cavityOSCCprotein tetramerization48/730587/187231.60e-037.62e-0348
GO:003466011Oral cavityLPncRNA metabolic process205/4623485/187236.46e-181.09e-15205
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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
FARSBSNVMissense_Mutationc.1693C>Gp.His565Aspp.H565DQ9NSD9protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FARSBSNVMissense_Mutationc.1595G>Ap.Gly532Glup.G532EQ9NSD9protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FARSBSNVMissense_Mutationc.350N>Ap.Ile117Lysp.I117KQ9NSD9protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
FARSBSNVMissense_Mutationc.552N>Tp.Lys184Asnp.K184NQ9NSD9protein_codingdeleterious(0.02)probably_damaging(0.929)TCGA-AA-3697-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FARSBSNVMissense_Mutationnovelc.44T>Cp.Leu15Prop.L15PQ9NSD9protein_codingdeleterious(0)probably_damaging(0.917)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FARSBSNVMissense_Mutationc.111A>Cp.Glu37Aspp.E37DQ9NSD9protein_codingtolerated(0.32)benign(0.028)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FARSBSNVMissense_Mutationnovelc.1650G>Tp.Glu550Aspp.E550DQ9NSD9protein_codingtolerated(0.46)benign(0)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FARSBSNVMissense_Mutationc.1585G>Tp.Asp529Tyrp.D529YQ9NSD9protein_codingdeleterious(0)benign(0.232)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FARSBSNVMissense_Mutationnovelc.812N>Cp.Val271Alap.V271AQ9NSD9protein_codingtolerated(0.05)probably_damaging(0.995)TCGA-AU-3779-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FARSBSNVMissense_Mutationnovelc.1688N>Cp.Val563Alap.V563AQ9NSD9protein_codingdeleterious(0.02)possibly_damaging(0.745)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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