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: GXYLT2

Gene summary for GXYLT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GXYLT2

Gene ID

727936

Gene nameglucoside xylosyltransferase 2
Gene AliasGLT8D4
Cytomap3p13
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0PJZ3


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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
727936GXYLT2HTA11_696_2000001011HumanColorectumAD8.98e-03-2.15e-01-0.1464
727936GXYLT2HTA11_7663_2000001011HumanColorectumSER3.31e-091.05e+000.0131
727936GXYLT2HTA11_99999970781_79442HumanColorectumMSS1.99e-034.22e-010.294
727936GXYLT2F007HumanColorectumFAP6.98e-05-3.21e-010.1176
727936GXYLT2A002-C-010HumanColorectumFAP5.36e-03-1.98e-010.242
727936GXYLT2A015-C-203HumanColorectumFAP2.41e-08-2.06e-01-0.1294
727936GXYLT2A002-C-201HumanColorectumFAP4.71e-04-2.40e-010.0324
727936GXYLT2A002-C-203HumanColorectumFAP1.61e-09-2.71e-010.2786
727936GXYLT2A001-C-108HumanColorectumFAP2.25e-06-2.47e-01-0.0272
727936GXYLT2A002-C-205HumanColorectumFAP3.13e-07-2.98e-01-0.1236
727936GXYLT2A001-C-104HumanColorectumFAP9.57e-04-2.06e-010.0184
727936GXYLT2A015-C-006HumanColorectumFAP2.42e-04-3.06e-01-0.0994
727936GXYLT2A002-C-114HumanColorectumFAP9.68e-06-2.85e-01-0.1561
727936GXYLT2A015-C-104HumanColorectumFAP7.64e-09-2.50e-01-0.1899
727936GXYLT2A001-C-014HumanColorectumFAP1.49e-10-2.96e-010.0135
727936GXYLT2A002-C-016HumanColorectumFAP9.21e-10-2.45e-010.0521
727936GXYLT2A015-C-002HumanColorectumFAP2.82e-02-2.73e-01-0.0763
727936GXYLT2A001-C-203HumanColorectumFAP6.55e-04-1.34e-01-0.0481
727936GXYLT2A002-C-116HumanColorectumFAP4.99e-10-2.69e-01-0.0452
727936GXYLT2A014-C-008HumanColorectumFAP4.74e-03-2.79e-01-0.191
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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
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: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: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
GO:004341312ThyroidATCmacromolecule glycosylation94/6293226/187237.11e-032.82e-0294
GO:000910011ThyroidATCglycoprotein metabolic process153/6293387/187237.90e-033.06e-02153
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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
GXYLT2SNVMissense_Mutationnovelc.780N>Ap.Phe260Leup.F260LA0PJZ3protein_codingdeleterious(0)benign(0.216)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GXYLT2SNVMissense_Mutationrs563351437c.1303N>Gp.Ile435Valp.I435VA0PJZ3protein_codingtolerated_low_confidence(1)benign(0)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GXYLT2SNVMissense_Mutationc.1168N>Ap.Leu390Ilep.L390IA0PJZ3protein_codingtolerated(0.25)benign(0.271)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GXYLT2SNVMissense_Mutationrs755121331c.612G>Tp.Lys204Asnp.K204NA0PJZ3protein_codingtolerated(0.12)possibly_damaging(0.574)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
GXYLT2SNVMissense_Mutationnovelc.819N>Tp.Met273Ilep.M273IA0PJZ3protein_codingdeleterious(0.01)possibly_damaging(0.836)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GXYLT2SNVMissense_Mutationnovelc.604N>Gp.Ile202Valp.I202VA0PJZ3protein_codingtolerated(0.13)benign(0.088)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GXYLT2SNVMissense_Mutationnovelc.1235N>Ap.Arg412Glnp.R412QA0PJZ3protein_codingdeleterious(0.02)possibly_damaging(0.536)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GXYLT2SNVMissense_Mutationnovelc.530N>Gp.Phe177Cysp.F177CA0PJZ3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GXYLT2SNVMissense_Mutationc.841A>Gp.Thr281Alap.T281AA0PJZ3protein_codingtolerated(0.32)benign(0.006)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GXYLT2SNVMissense_Mutationc.1124N>Tp.Arg375Ilep.R375IA0PJZ3protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-AP-A059-01Endometriumuterine 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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