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Metabolic correlates of disease activity and disability progression in pediatric MS

Metabolic correlates of disease activity and disability progression in pediatric MS
儿科多发性硬化症疾病活动性和残疾进展的代谢相关性
批准号:
10593945
负责人:
EMMANUELLE LAURENCE WAUBANT
金额:
$27.94万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-04-01 至 2024-03-31
关键词:
16S ribosomal RNA sequencingAdultAffectAgeAgingAnimal ModelAnti-Inflammatory AgentsBiologicalBiological ProcessBiological Response Modifier TherapyBloodBody mass indexChildChildhoodClinicalComplexCox Proportional Hazards ModelsDataDietDietary FiberDietary intakeDigit structureDiseaseDisease MarkerDisease OutcomeDisease ProgressionDisease modelDocosahexaenoic AcidsDyslipidemiasEndocannabinoidsEnergy MetabolismEnvironmental ExposureEnvironmental Risk FactorEthnic OriginEtiologyExperimental Autoimmune EncephalomyelitisFatty AcidsFatty acid glycerol estersFecesFermentationFoodFrequenciesFunctional disorderFutureGeneticGoalsHigh Fat DietImmune responseImpaired cognitionIn VitroIndividualInflammationInflammation MediatorsInflammatoryInjuryIntakeInterventionIntervention StudiesIntervention TrialInvestigationIsotope LabelingLeast-Squares AnalysisLesionLinkLipidsLipoxygenaseLiquid ChromatographyLiteratureMagnetic Resonance ImagingMass FragmentographyMeasuresMediationMediatorMetabolicMetabolic PathwayModalityModelingMultiple SclerosisMultivariate AnalysisNeurologicObesityPathogenesisPathway AnalysisPathway interactionsPeripheralPlasmaPositioning AttributePropertyPropionatesRaceRegression AnalysisRegulationRelapseReportingResearchResourcesRiskRisk FactorsSerumSignaling MoleculeSocietiesSupplementationTestingTryptophanTryptophan Metabolism PathwayUnited States National Institutes of HealthVegetablesVitamin DVolatile Fatty Acidsadipokinesage groupbiobankclinical translationcognitive changecognitive disabilitycomorbiditydata integrationdata reductiondesigndisabilityeffective therapyforestgenetic makeupgenetic risk factorgenetic variantgut metagenomegut microbiomehigh riskimmunoregulationinflammatory markerinterestlipid mediatorlipidomicsmachine learning algorithmmetabolomemetabolomicsmultiple sclerosis patientneuroprotectionpediatric multiple sclerosispediatric patientsphysically handicappedrelapse risksaturated fatsexsocioeconomicsstool sampletandem mass spectrometrytooltreatment strategy

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PROJECT SUMMARY The biological processes contributing to relapses and disability progression in multiple sclerosis (MS) remain largely unknown. During the past decade, our pediatric MS Network has investigated risk factors in children. We have discovered that higher saturated fat and lower vegetable dietary intake may independently increase the risk of relapse in those with the disease. Our preliminary findings, consistent with the association of high fat diet with higher risk of MS relapse, suggest that higher plasma levels of three acyl-ethanolamides (endocannabinoids) and docosahexaenoic acid (DHA) may be associated with higher relapse risk in children. Lipids mediators such as oxylipins and endocannabinoids have immunomodulatory properties and some are neuroprotective. Their plasma levels are influenced among others by dietary intake, obesity status and genetic profile. Furthermore, our findings that the tryptophan pathway is associated with the risk of relapse and disease progression links plausibly to expected changes in short chain fatty acids that we plan to investigate. Although MS is less common in children, studies in this age group have several important advantages including less irrelevant exposures and comorbidities that result from aging. With previous NIH and National MS Society support, we have established a highly collaborative national research group and a unique resource that will be leveraged in this proposal to test new hypotheses. We propose state-of-the-art untargeted and targeted metabolomics and lipidomics analyses to determine the association of various plasma and stool lipids and their mediators with the risk of subsequent relapse, new MRI lesions, and neurologic and cognitive impairment. Each individual has extensive demographic, clinical, MRI, genetic, food frequency and environmental exposure data. Analyses will be adjusted for possible confounders such as age, sex, race, ethnicity, socioeconomic profile, use of disease-modifying therapy, body mass index and serum 25(OH) vitamin D. We will also model the contribution of various metabolites in the context of adipokines, food frequency, gut microbiome profile and genetic variants that modulate plasma lipid and mediator levels. This sophisticated modelling including pathway analyses will establish which of the variables are independent predictors. Our group of collaborators with expertise in metabolomics, lipidomics, genetics, and environmental risk factors is in a unique position to significantly advance the understanding of MS pathogenesis. The findings in the proposed study will unravel biological links between diet, gut microbiome, obesity and MS course. Although longitudinal association studies do not confirm causality, they are critical to identify putative biological pathways that may contribute to disease activity and progression. Intervention studies cannot be designed if associations are unknown. Our proposed investigation has strong potential for clinical translation as we will identify biological targets that can then be tested for causality in proof-of-concept MS trials with interventions such as supplementation with live biotherapeutic products influencing metabolic pathways of interest.
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Metabolic correlates of disease activity and disability progression in pediatric MS
Metabolic correlates of disease activity and disability progression in pediatric MS
Environmental and genetic risk factors for pediatric MS
Environmental and genetic risk factors for pediatric MS
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