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: FUT2

Gene summary for FUT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FUT2

Gene ID

2524

Gene namefucosyltransferase 2
Gene AliasB12QTL1
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0001935

UniProtAcc

A8K2L2


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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
2524FUT2HTA11_2487_2000001011HumanColorectumSER1.15e-063.97e-01-0.1808
2524FUT2HTA11_347_2000001011HumanColorectumAD8.20e-164.97e-01-0.1954
2524FUT2HTA11_411_2000001011HumanColorectumSER6.61e-058.59e-01-0.2602
2524FUT2HTA11_2112_2000001011HumanColorectumSER2.19e-026.50e-01-0.2196
2524FUT2HTA11_83_2000001011HumanColorectumSER1.83e-023.01e-01-0.1526
2524FUT2HTA11_696_2000001011HumanColorectumAD6.65e-043.70e-01-0.1464
2524FUT2HTA11_1391_2000001011HumanColorectumAD3.56e-074.03e-01-0.059
2524FUT2HTA11_866_3004761011HumanColorectumAD1.84e-031.65e-010.096
2524FUT2A015-C-203HumanColorectumFAP2.44e-03-1.31e-01-0.1294
2524FUT2A015-C-104HumanColorectumFAP5.57e-07-2.07e-01-0.1899
2524FUT2A002-C-016HumanColorectumFAP2.45e-03-1.41e-010.0521
2524FUT2A002-C-116HumanColorectumFAP8.04e-04-1.40e-01-0.0452
2524FUT2F034HumanColorectumFAP3.50e-02-1.25e-01-0.0665
2524FUT2LZE5THumanEsophagusESCC8.71e-051.05e+000.0514
2524FUT2LZE24THumanEsophagusESCC1.84e-03-1.79e-020.0596
2524FUT2LZE21THumanEsophagusESCC2.59e-041.54e-010.0655
2524FUT2P1T-EHumanEsophagusESCC4.84e-027.40e-010.0875
2524FUT2P4T-EHumanEsophagusESCC3.55e-04-3.75e-020.1323
2524FUT2P5T-EHumanEsophagusESCC3.36e-05-6.23e-030.1327
2524FUT2P8T-EHumanEsophagusESCC1.76e-286.84e-010.0889
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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
∗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:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0016052ColorectumADcarbohydrate catabolic process56/3918154/187237.01e-061.73e-0456
GO:0019318ColorectumADhexose metabolic process77/3918237/187231.96e-054.01e-0477
GO:0005996ColorectumADmonosaccharide metabolic process80/3918257/187237.31e-051.17e-0380
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:0006486ColorectumADprotein glycosylation64/3918226/187234.86e-033.27e-0264
GO:0043413ColorectumADmacromolecule glycosylation64/3918226/187234.86e-033.27e-0264
GO:0070085ColorectumADglycosylation67/3918240/187235.78e-033.67e-0267
GO:0019320ColorectumADhexose catabolic process14/391834/187235.86e-033.69e-0214
GO:00442821ColorectumSERsmall molecule catabolic process87/2897376/187235.31e-051.27e-0387
GO:00193181ColorectumSERhexose metabolic process56/2897237/187236.19e-048.42e-0356
GO:00059961ColorectumSERmonosaccharide metabolic process59/2897257/187239.65e-041.15e-0259
GO:00160521ColorectumSERcarbohydrate catabolic process38/2897154/187231.92e-031.93e-0238
GO:00160523ColorectumFAPcarbohydrate catabolic process44/2622154/187231.82e-067.42e-0544
GO:00193183ColorectumFAPhexose metabolic process58/2622237/187231.09e-053.08e-0458
GO:00059963ColorectumFAPmonosaccharide metabolic process59/2622257/187236.79e-051.28e-0359
GO:00193201ColorectumFAPhexose catabolic process14/262234/187239.46e-051.61e-0314
GO:00442823ColorectumFAPsmall molecule catabolic process77/2622376/187233.25e-044.16e-0377
GO:0046365ColorectumFAPmonosaccharide catabolic process14/262240/187236.94e-047.50e-0314
GO:00506732ColorectumFAPepithelial cell proliferation84/2622437/187231.39e-031.25e-0284
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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
FUT2SNVMissense_Mutationnovelc.976N>Ap.Phe326Ilep.F326IQ10981protein_codingdeleterious(0)probably_damaging(0.932)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FUT2SNVMissense_Mutationrs756430917c.125C>Tp.Pro42Leup.P42LQ10981protein_codingdeleterious_low_confidence(0.05)benign(0.053)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FUT2SNVMissense_Mutationrs761263000c.97G>Ap.Ala33Thrp.A33TQ10981protein_codingtolerated_low_confidence(0.14)benign(0.044)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
FUT2SNVMissense_Mutationnovelc.395N>Cp.Trp132Serp.W132SQ10981protein_codingdeleterious(0)probably_damaging(0.971)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FUT2insertionIn_Frame_Insnovelc.843_844insGGCCAGGTGGACAATTTCCCTTCAp.Cys281_Asn282insGlyGlnValAspAsnPheProSerp.C281_N282insGQVDNFPSQ10981protein_codingTCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
FUT2SNVMissense_Mutationc.537N>Tp.Gln179Hisp.Q179HQ10981protein_codingdeleterious(0)probably_damaging(0.999)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FUT2SNVMissense_Mutationc.634N>Ap.Val212Metp.V212MQ10981protein_codingtolerated(0.18)benign(0.238)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
FUT2SNVMissense_Mutationc.239N>Ap.Ala80Aspp.A80DQ10981protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FUT2SNVMissense_Mutationc.290N>Ap.Ala97Aspp.A97DQ10981protein_codingdeleterious(0.02)possibly_damaging(0.529)TCGA-AA-3841-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
FUT2SNVMissense_Mutationrs760999180c.353C>Tp.Thr118Metp.T118MQ10981protein_codingtolerated(0.17)benign(0.179)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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
2524FUT2DRUGGABLE GENOME, ENZYMEethanolALCOHOL32451486
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