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: XYLT1

Gene summary for XYLT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

XYLT1

Gene ID

64131

Gene namexylosyltransferase 1
Gene AliasDBQD2
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q86Y38


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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
64131XYLT1HTA11_3410_2000001011HumanColorectumAD2.27e-07-4.59e-010.0155
64131XYLT1HTA11_7696_3000711011HumanColorectumAD4.64e-04-3.57e-010.0674
64131XYLT1HTA11_99999970781_79442HumanColorectumMSS8.73e-23-6.66e-010.294
64131XYLT1HTA11_99999971662_82457HumanColorectumMSS2.48e-03-3.75e-010.3859
64131XYLT1HTA11_99999974143_84620HumanColorectumMSS1.97e-14-5.94e-010.3005
64131XYLT1F007HumanColorectumFAP5.02e-05-4.09e-010.1176
64131XYLT1A002-C-010HumanColorectumFAP4.03e-04-4.16e-010.242
64131XYLT1A001-C-207HumanColorectumFAP1.53e-08-4.68e-010.1278
64131XYLT1A015-C-203HumanColorectumFAP7.87e-35-7.02e-01-0.1294
64131XYLT1A015-C-204HumanColorectumFAP3.56e-13-4.84e-01-0.0228
64131XYLT1A014-C-040HumanColorectumFAP1.87e-07-6.25e-01-0.1184
64131XYLT1A002-C-201HumanColorectumFAP2.40e-25-6.04e-010.0324
64131XYLT1A002-C-203HumanColorectumFAP2.58e-04-3.41e-010.2786
64131XYLT1A001-C-119HumanColorectumFAP2.01e-13-5.81e-01-0.1557
64131XYLT1A001-C-108HumanColorectumFAP2.10e-20-5.57e-01-0.0272
64131XYLT1A002-C-205HumanColorectumFAP3.41e-34-6.95e-01-0.1236
64131XYLT1A001-C-104HumanColorectumFAP4.84e-10-4.68e-010.0184
64131XYLT1A015-C-005HumanColorectumFAP2.91e-08-4.42e-01-0.0336
64131XYLT1A015-C-006HumanColorectumFAP1.55e-23-6.82e-01-0.0994
64131XYLT1A015-C-106HumanColorectumFAP2.10e-16-5.24e-01-0.0511
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0001503ColorectumADossification106/3918408/187237.68e-034.64e-02106
GO:00067902ColorectumMSSsulfur compound metabolic process85/3467339/187231.52e-031.39e-0285
GO:00015032ColorectumMSSossification96/3467408/187236.09e-034.07e-0296
GO:00015033ColorectumFAPossification79/2622408/187231.53e-031.37e-0279
GO:0021700ColorectumFAPdevelopmental maturation57/2622280/187232.08e-031.72e-0257
GO:0009101ColorectumFAPglycoprotein biosynthetic process63/2622317/187232.31e-031.86e-0263
GO:0060348ColorectumCRCbone development37/2078205/187231.96e-031.96e-0237
GO:00217001ColorectumCRCdevelopmental maturation47/2078280/187232.52e-032.38e-0247
GO:00015034ColorectumCRCossification64/2078408/187232.73e-032.49e-0264
GO:0048706ColorectumCRCembryonic skeletal system development23/2078121/187236.85e-034.81e-0223
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:00064931EsophagusESCCprotein O-linked glycosylation51/855286/187237.54e-032.70e-0251
GO:00064862LiverHCCprotein glycosylation122/7958226/187233.11e-042.21e-03122
GO:00434132LiverHCCmacromolecule glycosylation122/7958226/187233.11e-042.21e-03122
GO:00700852LiverHCCglycosylation128/7958240/187234.35e-042.92e-03128
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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
XYLT1SNVMissense_Mutationrs146405799c.1328N>Ap.Arg443Glnp.R443QQ86Y38protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
XYLT1SNVMissense_Mutationrs748327396c.2723N>Tp.Ser908Leup.S908LQ86Y38protein_codingtolerated(0.05)benign(0.288)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
XYLT1SNVMissense_Mutationnovelc.2243N>Tp.Ala748Valp.A748VQ86Y38protein_codingtolerated(0.2)probably_damaging(0.953)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
XYLT1SNVMissense_Mutationrs750411891c.1936N>Ap.Asp646Asnp.D646NQ86Y38protein_codingdeleterious(0.02)probably_damaging(0.967)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
XYLT1SNVMissense_Mutationrs556515927c.1763A>Gp.Gln588Argp.Q588RQ86Y38protein_codingdeleterious(0.01)possibly_damaging(0.606)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
XYLT1SNVMissense_Mutationrs375891355c.2734N>Ap.Gly912Argp.G912RQ86Y38protein_codingtolerated(0.21)benign(0.01)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
XYLT1deletionFrame_Shift_Delnovelc.987delCp.Phe330LeufsTer82p.F330Lfs*82Q86Y38protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
XYLT1SNVMissense_Mutationrs534156689c.670G>Ap.Ala224Thrp.A224TQ86Y38protein_codingtolerated_low_confidence(0.25)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
XYLT1SNVMissense_Mutationnovelc.2851N>Ap.Ala951Thrp.A951TQ86Y38protein_codingtolerated(0.05)benign(0.003)TCGA-DG-A2KJ-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
XYLT1SNVMissense_Mutationc.2170N>Tp.Val724Phep.V724FQ86Y38protein_codingtolerated(0.7)benign(0.009)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=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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