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: FUT6

Gene summary for FUT6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FUT6

Gene ID

2528

Gene namefucosyltransferase 6
Gene AliasFCT3A
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

P51993


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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
2528FUT6LZE22D1HumanEsophagusHGIN5.85e-093.43e-010.0595
2528FUT6LZE24THumanEsophagusESCC3.47e-021.53e-010.0596
2528FUT6P1T-EHumanEsophagusESCC3.92e-081.39e+000.0875
2528FUT6P8T-EHumanEsophagusESCC1.44e-326.46e-010.0889
2528FUT6P23T-EHumanEsophagusESCC6.49e-121.12e+000.108
2528FUT6P37T-EHumanEsophagusESCC1.98e-02-2.77e-020.1371
2528FUT6P39T-EHumanEsophagusESCC4.62e-115.82e-010.0894
2528FUT6P54T-EHumanEsophagusESCC5.30e-064.06e-010.0975
2528FUT6P57T-EHumanEsophagusESCC1.71e-113.69e-010.0926
2528FUT6P75T-EHumanEsophagusESCC7.02e-231.07e+000.1125
2528FUT6P127T-EHumanEsophagusESCC2.07e-155.72e-010.0826
2528FUT6P128T-EHumanEsophagusESCC1.32e-482.04e+000.1241
2528FUT6HCC1_MengHumanLiverHCC1.37e-06-2.58e-020.0246
2528FUT6HCC2_MengHumanLiverHCC2.28e-059.74e-020.0107
2528FUT6cirrhotic2HumanLiverCirrhotic1.06e-041.11e-010.0201
2528FUT6HCC1HumanLiverHCC3.11e-061.17e+000.5336
2528FUT6HCC2HumanLiverHCC1.96e-212.24e+000.5341
2528FUT6HCC5HumanLiverHCC2.57e-091.17e+000.4932
2528FUT6S028HumanLiverHCC3.74e-093.93e-010.2503
2528FUT6S029HumanLiverHCC7.21e-073.87e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:001605216EsophagusESCCcarbohydrate catabolic process91/8552154/187235.39e-042.97e-0391
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
GO:00066721EsophagusESCCceramide metabolic process61/8552102/187232.82e-031.19e-0261
GO:004428211LiverCirrhoticsmall molecule catabolic process151/4634376/187232.20e-111.34e-09151
GO:000599612LiverCirrhoticmonosaccharide metabolic process104/4634257/187231.74e-086.32e-07104
GO:001931812LiverCirrhotichexose metabolic process97/4634237/187232.67e-089.16e-0797
GO:001605212LiverCirrhoticcarbohydrate catabolic process66/4634154/187236.10e-071.32e-0566
GO:00160511LiverCirrhoticcarbohydrate biosynthetic process73/4634202/187231.91e-041.77e-0373
GO:0006643LiverCirrhoticmembrane lipid metabolic process69/4634203/187231.89e-031.19e-0269
GO:000599621LiverHCCmonosaccharide metabolic process167/7958257/187232.31e-131.25e-11167
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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
FUT6SNVMissense_Mutationc.324C>Gp.His108Glnp.H108QP51993protein_codingdeleterious(0)probably_damaging(0.983)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FUT6SNVMissense_Mutationc.23A>Tp.Lys8Metp.K8MP51993protein_codingdeleterious(0.03)benign(0.066)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FUT6insertionFrame_Shift_Insnovelc.842_843insAAATp.Arg282AsnfsTer117p.R282Nfs*117P51993protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
FUT6SNVMissense_Mutationrs375534466c.937N>Ap.Ala313Thrp.A313TP51993protein_codingtolerated(0.5)benign(0.027)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FUT6SNVMissense_Mutationc.682N>Ap.Leu228Metp.L228MP51993protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FUT6SNVMissense_Mutationrs375534466c.937N>Ap.Ala313Thrp.A313TP51993protein_codingtolerated(0.5)benign(0.027)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FUT6SNVMissense_Mutationc.353N>Ap.Ala118Aspp.A118DP51993protein_codingtolerated(0.24)benign(0.014)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FUT6SNVMissense_Mutationrs112849079c.172N>Ap.Ala58Thrp.A58TP51993protein_codingtolerated(0.64)benign(0.009)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FUT6SNVMissense_Mutationrs201524447c.103C>Tp.Arg35Cysp.R35CP51993protein_codingdeleterious(0.01)probably_damaging(0.939)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
FUT6SNVMissense_Mutationrs144398741c.620G>Ap.Arg207Hisp.R207HP51993protein_codingdeleterious(0.04)benign(0.015)TCGA-AJ-A3EL-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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