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: FUCA1

Gene summary for FUCA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FUCA1

Gene ID

2517

Gene namealpha-L-fucosidase 1
Gene AliasFUCA
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

P04066


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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
2517FUCA1HTA11_3410_2000001011HumanColorectumAD3.16e-045.22e-020.0155
2517FUCA1HTA11_2487_2000001011HumanColorectumSER9.40e-165.40e-01-0.1808
2517FUCA1HTA11_1938_2000001011HumanColorectumAD4.30e-156.17e-01-0.0811
2517FUCA1HTA11_78_2000001011HumanColorectumAD1.85e-196.44e-01-0.1088
2517FUCA1HTA11_347_2000001011HumanColorectumAD3.70e-419.19e-01-0.1954
2517FUCA1HTA11_411_2000001011HumanColorectumSER7.99e-056.81e-01-0.2602
2517FUCA1HTA11_3361_2000001011HumanColorectumAD1.59e-022.14e-01-0.1207
2517FUCA1HTA11_83_2000001011HumanColorectumSER4.69e-177.48e-01-0.1526
2517FUCA1HTA11_696_2000001011HumanColorectumAD1.33e-053.59e-01-0.1464
2517FUCA1HTA11_1391_2000001011HumanColorectumAD1.93e-155.02e-01-0.059
2517FUCA1HTA11_2992_2000001011HumanColorectumSER7.63e-055.32e-01-0.1706
2517FUCA1HTA11_5212_2000001011HumanColorectumAD6.74e-171.18e+00-0.2061
2517FUCA1HTA11_5216_2000001011HumanColorectumSER1.94e-056.32e-01-0.1462
2517FUCA1HTA11_546_2000001011HumanColorectumAD4.26e-053.47e-01-0.0842
2517FUCA1HTA11_866_3004761011HumanColorectumAD8.80e-072.30e-010.096
2517FUCA1HTA11_10623_2000001011HumanColorectumAD5.50e-054.01e-01-0.0177
2517FUCA1HTA11_7469_2000001011HumanColorectumAD4.13e-023.85e-01-0.0124
2517FUCA1HTA11_6818_2000001021HumanColorectumAD2.53e-021.31e-010.0588
2517FUCA1HTA11_99999965104_69814HumanColorectumMSS4.50e-021.32e-010.281
2517FUCA1HTA11_99999971662_82457HumanColorectumMSS3.75e-032.89e-010.3859
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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
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:0019318ColorectumADhexose metabolic process77/3918237/187231.96e-054.01e-0477
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0005996ColorectumADmonosaccharide metabolic process80/3918257/187237.31e-051.17e-0380
GO:0044242ColorectumADcellular lipid catabolic process66/3918214/187233.96e-044.50e-0366
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00193181ColorectumSERhexose metabolic process56/2897237/187236.19e-048.42e-0356
GO:00442421ColorectumSERcellular lipid catabolic process51/2897214/187238.60e-041.05e-0251
GO:00059961ColorectumSERmonosaccharide metabolic process59/2897257/187239.65e-041.15e-0259
GO:00193182ColorectumMSShexose metabolic process63/3467237/187231.32e-031.25e-0263
GO:00059962ColorectumMSSmonosaccharide metabolic process66/3467257/187232.61e-032.06e-0266
GO:00160422ColorectumMSSlipid catabolic process77/3467320/187237.43e-034.71e-0277
GO:00193183ColorectumFAPhexose metabolic process58/2622237/187231.09e-053.08e-0458
GO:00059963ColorectumFAPmonosaccharide metabolic process59/2622257/187236.79e-051.28e-0359
GO:00442422ColorectumFAPcellular lipid catabolic process49/2622214/187232.87e-043.77e-0349
GO:00160423ColorectumFAPlipid catabolic process65/2622320/187231.13e-031.08e-0265
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:19016574EsophagusESCCglycosyl compound metabolic process57/855288/187232.32e-041.44e-0357
GO:00066642EsophagusESCCglycolipid metabolic process63/8552100/187233.55e-042.06e-0363
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04142ColorectumSERLysosome38/1580132/84652.87e-032.03e-021.47e-0238
hsa041421ColorectumSERLysosome38/1580132/84652.87e-032.03e-021.47e-0238
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041424LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa0414211LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa00511LiverHCCOther glycan degradation15/402018/84651.96e-036.91e-033.84e-0315
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa005111LiverHCCOther glycan degradation15/402018/84651.96e-036.91e-033.84e-0315
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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
FUCA1SNVMissense_Mutationnovelc.1231N>Cp.Glu411Glnp.E411QP04066protein_codingtolerated(0.21)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
FUCA1SNVMissense_Mutationnovelc.566T>Cp.Phe189Serp.F189SP04066protein_codingdeleterious(0.01)possibly_damaging(0.596)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
FUCA1SNVMissense_Mutationc.456C>Ap.Asn152Lysp.N152KP04066protein_codingdeleterious(0)possibly_damaging(0.665)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
FUCA1SNVMissense_Mutationc.1318C>Gp.Leu440Valp.L440VP04066protein_codingtolerated(0.21)benign(0.011)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FUCA1SNVMissense_Mutationnovelc.566T>Cp.Phe189Serp.F189SP04066protein_codingdeleterious(0.01)possibly_damaging(0.596)TCGA-AO-A1KP-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
FUCA1SNVMissense_Mutationnovelc.566N>Cp.Phe189Serp.F189SP04066protein_codingdeleterious(0.01)possibly_damaging(0.596)TCGA-C8-A1HO-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
FUCA1SNVMissense_Mutationnovelc.449N>Gp.Ser150Cysp.S150CP04066protein_codingdeleterious(0)probably_damaging(0.936)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
FUCA1SNVMissense_Mutationc.490T>Ap.Leu164Metp.L164MP04066protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FUCA1SNVMissense_Mutationc.871N>Tp.His291Tyrp.H291YP04066protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FUCA1SNVMissense_Mutationc.1267N>Tp.Met423Leup.M423LP04066protein_codingtolerated(1)benign(0)TCGA-G4-6323-01Colorectumcolon 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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