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: FUOM

Gene summary for FUOM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FUOM

Gene ID

282969

Gene namefucose mutarotase
Gene AliasC10orf125
Cytomap10q26.3
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

A2VDF0


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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
282969FUOMLZE4THumanEsophagusESCC3.07e-021.40e-010.0811
282969FUOMLZE5THumanEsophagusESCC1.37e-022.65e-010.0514
282969FUOMLZE8THumanEsophagusESCC2.18e-042.12e-010.067
282969FUOMLZE24THumanEsophagusESCC5.35e-082.93e-010.0596
282969FUOMLZE6THumanEsophagusESCC2.12e-031.93e-010.0845
282969FUOMP2T-EHumanEsophagusESCC6.30e-264.83e-010.1177
282969FUOMP4T-EHumanEsophagusESCC3.60e-276.67e-010.1323
282969FUOMP5T-EHumanEsophagusESCC8.95e-479.36e-010.1327
282969FUOMP8T-EHumanEsophagusESCC5.66e-061.04e-010.0889
282969FUOMP9T-EHumanEsophagusESCC3.41e-072.23e-010.1131
282969FUOMP10T-EHumanEsophagusESCC1.46e-041.13e-010.116
282969FUOMP11T-EHumanEsophagusESCC1.34e-114.72e-010.1426
282969FUOMP12T-EHumanEsophagusESCC1.66e-276.55e-010.1122
282969FUOMP15T-EHumanEsophagusESCC2.58e-113.33e-010.1149
282969FUOMP16T-EHumanEsophagusESCC7.67e-378.21e-010.1153
282969FUOMP17T-EHumanEsophagusESCC8.19e-155.17e-010.1278
282969FUOMP19T-EHumanEsophagusESCC4.30e-161.11e+000.1662
282969FUOMP20T-EHumanEsophagusESCC4.88e-041.35e-010.1124
282969FUOMP21T-EHumanEsophagusESCC1.60e-449.03e-010.1617
282969FUOMP22T-EHumanEsophagusESCC3.34e-122.97e-010.1236
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:000599621LiverHCCmonosaccharide metabolic process167/7958257/187232.31e-131.25e-11167
GO:001931821LiverHCChexose metabolic process155/7958237/187237.63e-133.90e-11155
GO:00700852LiverHCCglycosylation128/7958240/187234.35e-042.92e-03128
GO:00059968Oral cavityOSCCmonosaccharide metabolic process129/7305257/187231.63e-041.13e-03129
GO:00193188Oral cavityOSCChexose metabolic process118/7305237/187234.53e-042.73e-03118
GO:00700853Oral cavityOSCCglycosylation117/7305240/187231.29e-036.42e-03117
GO:000599613Oral cavityLPmonosaccharide metabolic process86/4623257/187239.13e-047.79e-0386
GO:001931813Oral cavityLPhexose metabolic process78/4623237/187232.55e-031.80e-0278
GO:007008511Oral cavityLPglycosylation77/4623240/187235.60e-033.38e-0277
GO:00059964StomachGCmonosaccharide metabolic process31/1159257/187232.90e-044.67e-0331
GO:00193184StomachGChexose metabolic process29/1159237/187233.53e-045.54e-0329
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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
FUOMSNVMissense_Mutationnovelc.119N>Cp.Ile40Thrp.I40TA2VDF0protein_codingtolerated(0.09)benign(0.037)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
FUOMSNVMissense_Mutationc.184N>Ap.Val62Metp.V62MA2VDF0protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
FUOMSNVMissense_Mutationc.437N>Tp.Gly146Valp.G146VA2VDF0protein_codingdeleterious(0)probably_damaging(1)TCGA-AH-6897-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FUOMSNVMissense_Mutationnovelc.457N>Ap.Leu153Metp.L153MA2VDF0protein_codingdeleterious_low_confidence(0)benign(0.022)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FUOMSNVMissense_Mutationrs373850137c.415N>Ap.Gly139Argp.G139RA2VDF0protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
FUOMSNVMissense_Mutationnovelc.406N>Ap.Ala136Thrp.A136TA2VDF0protein_codingdeleterious(0)benign(0.378)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FUOMSNVMissense_Mutationrs775562649c.316N>Ap.Gly106Serp.G106SA2VDF0protein_codingtolerated(0.17)benign(0.072)TCGA-FI-A3PV-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
FUOMSNVMissense_Mutationnovelc.325N>Gp.Arg109Glyp.R109GA2VDF0protein_codingtolerated(0.4)benign(0)TCGA-DD-AADS-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
FUOMSNVMissense_Mutationc.460N>Ap.Leu154Metp.L154MA2VDF0protein_codingtolerated_low_confidence(0.09)benign(0.11)TCGA-WQ-A9G7-01Liverliver hepatocellular carcinomaFemale>=65III/IVUnknownUnknownSD
FUOMSNVMissense_Mutationnovelc.410N>Ap.Leu137Hisp.L137HA2VDF0protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-CV-7435-01Oral cavityhead & neck squamous cell 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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