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: GKN2

Gene summary for GKN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GKN2

Gene ID

200504

Gene namegastrokine 2
Gene AliasBRICD1B
Cytomap2p13.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q86XP6


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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
200504GKN2Pat01-BHumanStomachGC8.35e-21-8.55e-010.5754
200504GKN2Pat02-BHumanStomachGC1.72e-06-4.68e-010.0368
200504GKN2Pat03-BHumanStomachGC2.86e-24-9.44e-010.3693
200504GKN2Pat07-BHumanStomachGC8.67e-07-9.79e-010.0935
200504GKN2Pat09-BHumanStomachGC3.89e-10-7.29e-01-0.0359
200504GKN2Pat12-BHumanStomachGC1.97e-09-6.35e-010.0325
200504GKN2Pat13-BHumanStomachGC7.34e-14-9.52e-010.0555
200504GKN2Pat15-BHumanStomachGC3.01e-08-6.20e-01-0.0778
200504GKN2Pat16-BHumanStomachGC7.57e-28-1.00e+000.1918
200504GKN2Pat17-BHumanStomachGC2.63e-02-5.66e-010.3109
200504GKN2Pat19-BHumanStomachGC3.74e-12-8.47e-010.0826
200504GKN2Pat25-AHumanStomachCAG with IM7.04e-09-4.43e-01-0.1648
200504GKN2Pat26-AHumanStomachCSG1.14e-04-2.51e-01-0.2402
200504GKN2Pat28-AHumanStomachCSG5.45e-04-1.20e-01-0.2594
200504GKN2NAG_1HumanStomachCSG4.82e-034.14e-01-0.3534
200504GKN2CAG_3HumanStomachCAG3.30e-042.24e-01-0.2766
200504GKN2SIM_1HumanStomachSIM8.78e-16-8.88e-010.3573
200504GKN2SIM_2HumanStomachSIM8.18e-17-9.15e-010.3139
200504GKN2SIM_3HumanStomachSIM4.64e-05-5.67e-010.0345
200504GKN2SIM_4HumanStomachSIM2.37e-17-7.94e-010.2664
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
GKN2SNVMissense_Mutationc.259N>Cp.Asp87Hisp.D87HQ86XP6protein_codingdeleterious(0.03)probably_damaging(0.954)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationnovelc.62N>Gp.Tyr21Cysp.Y21CQ86XP6protein_codingtolerated(0.11)possibly_damaging(0.527)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationnovelc.424N>Ap.Leu142Ilep.L142IQ86XP6protein_codingdeleterious(0)probably_damaging(0.954)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationc.149N>Gp.Ile50Serp.I50SQ86XP6protein_codingtolerated(0.37)benign(0.122)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationnovelc.331N>Cp.Phe111Leup.F111LQ86XP6protein_codingtolerated(0.12)benign(0.192)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationc.29N>Cp.Val10Alap.V10AQ86XP6protein_codingtolerated(0.13)benign(0.006)TCGA-AP-A0LD-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationnovelc.137N>Gp.Lys46Argp.K46RQ86XP6protein_codingdeleterious(0.04)benign(0.335)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationnovelc.316N>Ap.Ala106Thrp.A106TQ86XP6protein_codingtolerated(1)benign(0.012)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
GKN2SNVMissense_Mutationnovelc.187A>Gp.Ile63Valp.I63VQ86XP6protein_codingtolerated(0.23)benign(0.106)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GKN2SNVMissense_Mutationnovelc.309G>Tp.Glu103Aspp.E103DQ86XP6protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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