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: GAST

Gene summary for GAST

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GAST

Gene ID

2520

Gene namegastrin
Gene AliasGAS
Cytomap17q21.2
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A0A0E3VY36


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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
2520GASTC04HumanOral cavityOSCC4.95e-178.55e-010.2633
2520GASTC21HumanOral cavityOSCC2.81e-083.15e-010.2678
2520GASTC30HumanOral cavityOSCC1.26e-097.12e-010.3055
2520GASTC57HumanOral cavityOSCC3.06e-021.28e-010.1679
2520GASTSYSMH3HumanOral cavityOSCC6.89e-149.40e-010.2442
2520GASTPat04-BHumanStomachGC2.32e-021.09e-01-0.1483
2520GASTPat05-BHumanStomachGC8.26e-194.77e-01-0.0353
2520GASTPat12-BHumanStomachGC8.43e-083.54e-010.0325
2520GASTPat18-BHumanStomachGC9.44e-143.60e-01-0.0432
2520GASTPat22-BHumanStomachGC4.55e-061.37e-01-0.1042
2520GASTPat25-AHumanStomachCAG with IM2.85e-233.88e-01-0.1648
2520GASTPat26-AHumanStomachCSG2.14e-761.02e+00-0.2402
2520GASTNAG_1HumanStomachCSG4.12e-651.41e+00-0.3534
2520GASTNAG_2HumanStomachCSG5.99e-771.55e+00-0.3324
2520GASTNAG_3HumanStomachCSG1.17e-741.72e+00-0.2816
2520GASTCAG_1HumanStomachCAG6.42e-471.68e+00-0.3206
2520GASTCAG_2HumanStomachCAG2.32e-1462.09e+00-0.2831
2520GASTCAG_3HumanStomachCAG5.25e-1582.31e+00-0.2766
2520GASTWIM_1HumanStomachWIM4.66e-083.89e-010.0335
2520GASTWIM_2HumanStomachWIM1.76e-248.04e-010.1159
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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
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:003166720Oral cavityOSCCresponse to nutrient levels245/7305474/187231.02e-082.10e-07245
GO:00316676StomachGCresponse to nutrient levels56/1159474/187232.47e-061.06e-0456
GO:003166711StomachCAG with IMresponse to nutrient levels48/1050474/187235.51e-051.38e-0348
GO:003166721StomachCSGresponse to nutrient levels49/1034474/187231.83e-055.57e-0449
GO:003166731StomachCAGresponse to nutrient levels32/552474/187231.28e-055.12e-0432
GO:00316674StomachWIMresponse to nutrient levels31/426474/187231.54e-071.46e-0531
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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
GASTSNVMissense_Mutationnovelc.23N>Cp.Val8Alap.V8AP01350protein_codingtolerated_low_confidence(0.54)benign(0.001)TCGA-E9-A3Q9-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphaneCR
GASTinsertionFrame_Shift_Insnovelc.283_284insCTp.Arg95ProfsTer?p.R95Pfs*?P01350protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GASTinsertionNonsense_Mutationnovelc.284_285insTCTCAATAAATAAATAAATTACATTATTTAAACAGCTAp.Ser96LeufsTer4p.S96Lfs*4P01350protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GASTSNVMissense_Mutationc.65N>Gp.Ser22Cysp.S22CP01350protein_codingdeleterious_low_confidence(0)probably_damaging(0.975)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GASTSNVMissense_Mutationc.115N>Gp.Asn39Aspp.N39DP01350protein_codingtolerated_low_confidence(0.08)benign(0.346)TCGA-AP-A0LP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIHormone TherapymegaceSD
GASTSNVMissense_Mutationc.47N>Tp.Ala16Valp.A16VP01350protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.851)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GASTSNVMissense_Mutationc.300G>Tp.Glu100Aspp.E100DP01350protein_codingtolerated_low_confidence(0.57)benign(0.079)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GASTSNVMissense_Mutationnovelc.297T>Gp.Asp99Glup.D99EP01350protein_codingtolerated_low_confidence(1)benign(0)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
GASTSNVMissense_Mutationc.283N>Tp.Arg95Cysp.R95CP01350protein_codingdeleterious_low_confidence(0)probably_damaging(0.982)TCGA-DD-A3A5-01Liverliver hepatocellular carcinomaFemale>=65III/IVUnknownUnknownPD
GASTSNVMissense_Mutationnovelc.23N>Cp.Val8Alap.V8AP01350protein_codingtolerated_low_confidence(0.54)benign(0.001)TCGA-DD-AACQ-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
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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
2520GASTDRUGGABLE GENOME, HORMONE ACTIVITY, ENZYMEG17DT
2520GASTDRUGGABLE GENOME, HORMONE ACTIVITY, ENZYMEG17DT
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