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: XG

Gene summary for XG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

XG

Gene ID

7499

Gene nameXg glycoprotein (Xg blood group)
Gene AliasPBDX
CytomapXp22.33
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

B4E289


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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
7499XGP2T-EHumanEsophagusESCC1.29e-215.19e-010.1177
7499XGP4T-EHumanEsophagusESCC1.02e-266.37e-010.1323
7499XGP5T-EHumanEsophagusESCC2.62e-035.41e-020.1327
7499XGP11T-EHumanEsophagusESCC3.02e-125.82e-010.1426
7499XGP16T-EHumanEsophagusESCC2.30e-143.36e-010.1153
7499XGP17T-EHumanEsophagusESCC2.20e-042.89e-010.1278
7499XGP21T-EHumanEsophagusESCC6.63e-122.69e-010.1617
7499XGP22T-EHumanEsophagusESCC3.90e-111.96e-010.1236
7499XGP26T-EHumanEsophagusESCC2.94e-112.53e-010.1276
7499XGP27T-EHumanEsophagusESCC1.79e-499.65e-010.1055
7499XGP30T-EHumanEsophagusESCC2.63e-021.63e-010.137
7499XGP31T-EHumanEsophagusESCC1.21e-021.27e-010.1251
7499XGP32T-EHumanEsophagusESCC6.69e-122.74e-010.1666
7499XGP36T-EHumanEsophagusESCC2.02e-021.92e-010.1187
7499XGP37T-EHumanEsophagusESCC1.70e-072.02e-010.1371
7499XGP40T-EHumanEsophagusESCC1.02e-032.26e-010.109
7499XGP42T-EHumanEsophagusESCC1.05e-194.17e-010.1175
7499XGP44T-EHumanEsophagusESCC2.04e-052.06e-010.1096
7499XGP47T-EHumanEsophagusESCC1.21e-305.67e-010.1067
7499XGP49T-EHumanEsophagusESCC2.05e-065.97e-010.1768
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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
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:003410920EsophagusESCChomotypic cell-cell adhesion54/855290/187234.33e-031.72e-0254
GO:000268515EsophagusESCCregulation of leukocyte migration114/8552210/187237.26e-032.63e-02114
GO:000268714Oral cavityOSCCpositive regulation of leukocyte migration78/7305135/187237.43e-068.08e-0578
GO:003410919Oral cavityOSCChomotypic cell-cell adhesion55/730590/187231.78e-051.73e-0455
GO:000268510Oral cavityOSCCregulation of leukocyte migration108/7305210/187231.63e-041.13e-03108
GO:005090010Oral cavityOSCCleukocyte migration176/7305369/187233.80e-042.31e-03176
GO:00726783Oral cavityOSCCT cell migration37/730566/187233.66e-031.51e-0237
GO:0072683Oral cavityOSCCT cell extravasation9/730512/187231.27e-024.24e-029
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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
XGENDThyroidATCFBLN1,CCDC80,DCN, etc.0.00e+00The 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.
XGPVAThyroidgoitersFBLN1,CCDC80,DCN, etc.7.83e-02The 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.
XGMSC.MVAThyroidPTCFBLN1,CCDC80,DCN, etc.3.37e-01The 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.
∗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
XGSNVMissense_Mutationnovelc.562N>Gp.Arg188Glyp.R188GP55808protein_codingdeleterious(0.01)benign(0.107)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
XGSNVMissense_Mutationnovelc.551N>Ap.Arg184Lysp.R184KP55808protein_codingtolerated(0.57)benign(0.225)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
XGSNVMissense_Mutationnovelc.25T>Cp.Cys9Argp.C9RP55808protein_codingtolerated(0.13)benign(0.027)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
XGSNVMissense_Mutationnovelc.70N>Tp.Asp24Tyrp.D24YP55808protein_codingdeleterious(0)possibly_damaging(0.766)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
XGSNVMissense_Mutationc.158N>Tp.Tyr53Phep.Y53FP55808protein_codingtolerated(0.67)benign(0.023)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
XGSNVMissense_Mutationc.475N>Ap.Val159Metp.V159MP55808protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AA-A02Y-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
XGSNVMissense_Mutationrs772307273c.493G>Ap.Val165Metp.V165MP55808protein_codingtolerated(0.12)possibly_damaging(0.836)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
XGSNVMissense_Mutationnovelc.139N>Cp.Lys47Glnp.K47QP55808protein_codingtolerated(0.08)benign(0.026)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
XGSNVMissense_Mutationnovelc.455N>Ap.Gly152Aspp.G152DP55808protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
XGSNVMissense_Mutationnovelc.218N>Ap.Pro73Hisp.P73HP55808protein_codingdeleterious(0.02)possibly_damaging(0.726)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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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