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: XDH

Gene summary for XDH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

XDH

Gene ID

7498

Gene namexanthine dehydrogenase
Gene AliasXAN1
Cytomap2p23.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P47989


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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
7498XDHHTA11_2487_2000001011HumanColorectumSER4.27e-034.05e-01-0.1808
7498XDHHTA11_347_2000001011HumanColorectumAD2.66e-115.49e-01-0.1954
7498XDHHTA11_2112_2000001011HumanColorectumSER9.73e-051.02e+00-0.2196
7498XDHA015-C-104HumanColorectumFAP4.03e-03-1.52e-01-0.1899
7498XDHF034HumanColorectumFAP1.70e-04-1.81e-01-0.0665
7498XDHPat01-BHumanStomachGC1.70e-275.56e-010.5754
7498XDHPat02-BHumanStomachGC8.81e-051.35e-010.0368
7498XDHPat03-BHumanStomachGC8.93e-143.04e-010.3693
7498XDHPat12-BHumanStomachGC5.59e-061.83e-010.0325
7498XDHPat16-BHumanStomachGC3.76e-031.41e-010.1918
7498XDHPat17-BHumanStomachGC7.93e-031.67e-010.3109
7498XDHPat19-BHumanStomachGC1.08e-031.66e-010.0826
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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
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
∗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:0009150ColorectumADpurine ribonucleotide metabolic process142/3918368/187234.29e-151.17e-12142
GO:0006163ColorectumADpurine nucleotide metabolic process149/3918396/187231.08e-142.80e-12149
GO:0072521ColorectumADpurine-containing compound metabolic process153/3918416/187234.34e-141.01e-11153
GO:0009259ColorectumADribonucleotide metabolic process144/3918385/187235.25e-141.13e-11144
GO:0019693ColorectumADribose phosphate metabolic process145/3918396/187233.01e-135.71e-11145
GO:0009117ColorectumADnucleotide metabolic process168/3918489/187232.20e-123.36e-10168
GO:0006753ColorectumADnucleoside phosphate metabolic process169/3918497/187234.99e-126.98e-10169
GO:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0045862ColorectumADpositive regulation of proteolysis129/3918372/187234.04e-103.46e-08129
GO:0044270ColorectumADcellular nitrogen compound catabolic process147/3918451/187233.35e-092.23e-07147
GO:0046700ColorectumADheterocycle catabolic process145/3918445/187234.37e-092.84e-07145
GO:0034655ColorectumADnucleobase-containing compound catabolic process133/3918407/187231.56e-089.12e-07133
GO:0019439ColorectumADaromatic compound catabolic process146/3918467/187237.48e-083.84e-06146
GO:1901361ColorectumADorganic cyclic compound catabolic process153/3918495/187238.23e-084.18e-06153
GO:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0030879ColorectumADmammary gland development53/3918137/187231.46e-064.58e-0553
GO:0043281ColorectumADregulation of cysteine-type endopeptidase activity involved in apoptotic process72/3918209/187233.70e-061.03e-0472
GO:2000116ColorectumADregulation of cysteine-type endopeptidase activity79/3918235/187233.74e-061.03e-0479
GO:0052547ColorectumADregulation of peptidase activity137/3918461/187234.12e-061.12e-04137
GO:0010952ColorectumADpositive regulation of peptidase activity68/3918197/187236.30e-061.59e-0468
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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
XDHSNVMissense_Mutationrs61731081c.1801N>Ap.Glu601Lysp.E601KP47989protein_codingtolerated(0.15)benign(0.081)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
XDHSNVMissense_Mutationnovelc.1826N>Gp.Val609Glyp.V609GP47989protein_codingdeleterious(0)probably_damaging(0.95)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
XDHSNVMissense_Mutationrs745346331c.683N>Ap.Arg228Glnp.R228QP47989protein_codingtolerated(0.3)benign(0.005)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
XDHSNVMissense_Mutationc.2924N>Ap.Ser975Asnp.S975NP47989protein_codingtolerated(0.15)benign(0.015)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
XDHSNVMissense_Mutationnovelc.366G>Ap.Met122Ilep.M122IP47989protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
XDHSNVMissense_Mutationnovelc.1826N>Gp.Val609Glyp.V609GP47989protein_codingdeleterious(0)probably_damaging(0.95)TCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
XDHSNVMissense_Mutationrs781137664c.2488N>Tp.Arg830Cysp.R830CP47989protein_codingdeleterious(0.01)probably_damaging(1)TCGA-BH-A201-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
XDHSNVMissense_Mutationc.414N>Cp.Glu138Aspp.E138DP47989protein_codingtolerated(0.72)benign(0.083)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
XDHSNVMissense_Mutationrs116290580c.3667C>Tp.Arg1223Cysp.R1223CP47989protein_codingdeleterious(0.01)probably_damaging(0.944)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
XDHSNVMissense_Mutationc.3427N>Gp.Phe1143Valp.F1143VP47989protein_codingdeleterious(0.03)benign(0.224)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
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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
7498XDHDRUGGABLE GENOME, ENZYMEPMID27841045-Compound-156
7498XDHDRUGGABLE GENOME, ENZYMEAzaindole derivative 4
7498XDHDRUGGABLE GENOME, ENZYMEFEBUXOSTATFEBUXOSTAT
7498XDHDRUGGABLE GENOME, ENZYMEPMID27841045-Compound-132
7498XDHDRUGGABLE GENOME, ENZYMEallopurinolALLOPURINOL27798726,24915143
7498XDHDRUGGABLE GENOME, ENZYMEPMID27841045-Compound-134
7498XDHDRUGGABLE GENOME, ENZYMECLARITHROMYCINCLARITHROMYCIN14730107
7498XDHDRUGGABLE GENOME, ENZYMEPMID27841045-Compound-130
7498XDHDRUGGABLE GENOME, ENZYMEIMMUNOMODULATORS8046245
7498XDHDRUGGABLE GENOME, ENZYMEFused heterocyclic compound 3
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