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: GKN1

Gene summary for GKN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GKN1

Gene ID

56287

Gene namegastrokine 1
Gene AliasAMP18
Cytomap2p13.3
Gene Typeprotein-coding
GO ID

GO:0007586

UniProtAcc

Q53YU7


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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
56287GKN1Pat01-BHumanStomachGC1.12e-10-8.10e-010.5754
56287GKN1Pat02-BHumanStomachGC4.07e-05-6.92e-010.0368
56287GKN1Pat03-BHumanStomachGC1.68e-16-9.42e-010.3693
56287GKN1Pat05-BHumanStomachGC1.10e-02-6.24e-01-0.0353
56287GKN1Pat07-BHumanStomachGC3.68e-04-9.55e-010.0935
56287GKN1Pat09-BHumanStomachGC7.55e-03-6.45e-01-0.0359
56287GKN1Pat11-BHumanStomachGC1.93e-023.38e-02-0.182
56287GKN1Pat12-BHumanStomachGC8.65e-04-4.32e-010.0325
56287GKN1Pat13-BHumanStomachGC1.28e-05-8.66e-010.0555
56287GKN1Pat15-BHumanStomachGC9.74e-03-5.50e-01-0.0778
56287GKN1Pat16-BHumanStomachGC4.81e-21-9.55e-010.1918
56287GKN1Pat17-BHumanStomachGC2.05e-05-1.94e-010.3109
56287GKN1Pat19-BHumanStomachGC3.65e-06-8.18e-010.0826
56287GKN1Pat22-BHumanStomachGC4.65e-052.75e-01-0.1042
56287GKN1Pat25-AHumanStomachCAG with IM9.01e-13-6.73e-01-0.1648
56287GKN1Pat26-AHumanStomachCSG2.77e-06-5.05e-01-0.2402
56287GKN1Pat28-AHumanStomachCSG4.03e-08-2.80e-01-0.2594
56287GKN1Pat29-AHumanStomachCAG with IM7.09e-099.98e-02-0.2769
56287GKN1NAG_1HumanStomachCSG7.43e-398.14e-01-0.3534
56287GKN1NAG_2HumanStomachCSG2.34e-042.23e-01-0.3324
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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
GO:0007586StomachGCdigestion38/1159137/187231.80e-151.22e-1238
GO:00075861StomachCAG with IMdigestion29/1050137/187234.42e-106.93e-0829
GO:00075862StomachCSGdigestion25/1034137/187231.15e-078.25e-0625
GO:00075863StomachCAGdigestion17/552137/187236.00e-074.32e-0517
GO:00075864StomachWIMdigestion17/426137/187231.48e-081.95e-0617
GO:00075865StomachSIMdigestion24/708137/187233.20e-106.29e-0824
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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
GKN1SNVMissense_Mutationc.130N>Gp.Asn44Aspp.N44DQ9NS71protein_codingtolerated(0.32)benign(0.005)TCGA-AA-3818-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GKN1SNVMissense_Mutationrs200701146c.542N>Tp.Thr181Metp.T181MQ9NS71protein_codingtolerated(0.06)benign(0.2)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GKN1SNVMissense_Mutationrs141746794c.31N>Tp.Arg11Cysp.R11CQ9NS71protein_codingtolerated(0.14)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GKN1insertionFrame_Shift_Insnovelc.452dupAp.Asn151LysfsTer15p.N151Kfs*15Q9NS71protein_codingTCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GKN1deletionFrame_Shift_Delrs759880395c.523delTp.Tyr175ThrfsTer38p.Y175Tfs*38Q9NS71protein_codingTCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GKN1SNVMissense_Mutationc.248N>Ap.Gly83Aspp.G83DQ9NS71protein_codingdeleterious(0.04)benign(0.096)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GKN1SNVMissense_Mutationrs377408917c.427N>Ap.Asp143Asnp.D143NQ9NS71protein_codingtolerated(0.39)benign(0.019)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
GKN1SNVMissense_Mutationc.427G>Tp.Asp143Tyrp.D143YQ9NS71protein_codingdeleterious(0.01)possibly_damaging(0.902)TCGA-AP-A1DR-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
GKN1SNVMissense_Mutationnovelc.473G>Tp.Gly158Valp.G158VQ9NS71protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
GKN1SNVMissense_Mutationnovelc.482C>Tp.Thr161Ilep.T161IQ9NS71protein_codingdeleterious(0)probably_damaging(0.964)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
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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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