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: XYLT2

Gene summary for XYLT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

XYLT2

Gene ID

64132

Gene namexylosyltransferase 2
Gene AliasPXYLT2
Cytomap17q21.33
Gene Typeprotein-coding
GO ID

GO:0006022

UniProtAcc

B4DT06


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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
64132XYLT2C04HumanOral cavityOSCC5.66e-043.14e-010.2633
64132XYLT2C21HumanOral cavityOSCC4.84e-042.41e-010.2678
64132XYLT2C30HumanOral cavityOSCC1.78e-201.09e+000.3055
64132XYLT2C43HumanOral cavityOSCC2.85e-051.85e-010.1704
64132XYLT2C51HumanOral cavityOSCC1.01e-155.44e-010.2674
64132XYLT2C08HumanOral cavityOSCC2.70e-031.19e-010.1919
64132XYLT2LN22HumanOral cavityOSCC4.94e-055.04e-010.1733
64132XYLT2SYSMH1HumanOral cavityOSCC3.58e-026.76e-020.1127
64132XYLT2SYSMH3HumanOral cavityOSCC5.85e-143.13e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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: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:00064861ColorectumFAPprotein glycosylation48/2622226/187231.85e-031.57e-0248
GO:00434131ColorectumFAPmacromolecule glycosylation48/2622226/187231.85e-031.57e-0248
GO:00700851ColorectumFAPglycosylation50/2622240/187232.30e-031.85e-0250
GO:0009101ColorectumFAPglycoprotein biosynthetic process63/2622317/187232.31e-031.86e-0263
GO:00442724Oral cavityOSCCsulfur compound biosynthetic process82/7305148/187233.71e-053.31e-0482
GO:00067905Oral cavityOSCCsulfur compound metabolic process168/7305339/187234.50e-053.84e-04168
GO:0030206Oral cavityOSCCchondroitin sulfate biosynthetic process15/730518/187231.53e-041.07e-0315
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:0050650Oral cavityOSCCchondroitin sulfate proteoglycan biosynthetic process16/730523/187232.93e-031.27e-0216
GO:0030204Oral cavityOSCCchondroitin sulfate metabolic process19/730530/187236.03e-032.28e-0219
GO:00064866ThyroidPTCprotein glycosylation94/5968226/187231.25e-037.13e-0394
GO:00434136ThyroidPTCmacromolecule glycosylation94/5968226/187231.25e-037.13e-0394
GO:00700855ThyroidPTCglycosylation96/5968240/187234.57e-032.15e-0296
GO:00091013ThyroidPTCglycoprotein biosynthetic process123/5968317/187235.05e-032.33e-02123
GO:00091003ThyroidPTCglycoprotein metabolic process147/5968387/187235.87e-032.64e-02147
GO:000648612ThyroidATCprotein glycosylation94/6293226/187237.11e-032.82e-0294
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00532Oral cavityOSCCGlycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate16/370421/84652.61e-036.77e-033.45e-0316
hsa005321Oral cavityOSCCGlycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate16/370421/84652.61e-036.77e-033.45e-0316
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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
XYLT2SNVMissense_Mutationc.1147N>Tp.Arg383Cysp.R383CQ9H1B5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
XYLT2SNVMissense_Mutationrs767755450c.1421N>Cp.Ile474Thrp.I474TQ9H1B5protein_codingdeleterious(0)probably_damaging(0.995)TCGA-E2-A1B4-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
XYLT2SNVMissense_Mutationnovelc.1345N>Ap.Glu449Lysp.E449KQ9H1B5protein_codingdeleterious(0.02)benign(0.099)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
XYLT2insertionNonsense_Mutationnovelc.1572_1573insTAGTTTGATGCATTCATGAATCCCAAAATATTTTGCTGAAATAAAp.Gly524_Ser525insTerp.G524_S525ins*Q9H1B5protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
XYLT2SNVMissense_Mutationrs758253451c.935G>Ap.Arg312Glnp.R312QQ9H1B5protein_codingtolerated(0.88)benign(0)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
XYLT2SNVMissense_Mutationnovelc.200C>Tp.Ser67Leup.S67LQ9H1B5protein_codingtolerated_low_confidence(0.65)benign(0.324)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
XYLT2SNVMissense_Mutationnovelc.1303N>Ap.Glu435Lysp.E435KQ9H1B5protein_codingtolerated(0.05)benign(0.327)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
XYLT2SNVMissense_Mutationnovelc.946N>Cp.Glu316Glnp.E316QQ9H1B5protein_codingtolerated(0.11)benign(0.223)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
XYLT2SNVMissense_Mutationc.1955N>Tp.Trp652Leup.W652LQ9H1B5protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
XYLT2SNVMissense_Mutationnovelc.1972N>Ap.Leu658Ilep.L658IQ9H1B5protein_codingtolerated(1)benign(0.02)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
64132XYLT2ENZYMEgemcitabineGEMCITABINE31616045
64132XYLT2ENZYMEcarboplatinCARBOPLATIN31616045
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