A Multi-omics approach to Environment and Depression in Parkinsons disease (MOOD-PD)
A Multi-omics approach to Environment and Depression in Parkinsons disease (MOOD-PD)
批准号:
10304018
负责人:
Beate R Ritz
金额:
$23.4万
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:
2021-09-24 至 2023-08-31
关键词:
AddressAffectAgingAnxietyAnxiety DisordersBiologicalBiological ProcessCaliforniaCardiovascular systemCase-Control StudiesChronicCommunitiesComplexDNADNA MethylationDataDiagnosisDiseaseDisease ProgressionDoseElderlyEnvironmentEnvironmental ExposureEpigenetic ProcessExposure toFundingGenesGeneticGenetic Predisposition to DiseaseGenetic VariationGenomeGenomicsGeographic Information SystemsHealthHealthcareHomeHumanHuman CharacteristicsHuman ResourcesImmuneIndividualInflammatoryKnowledgeLeadLifeLife StyleLinkLocationLong-Term CareMapsMental DepressionMental HealthMental disordersMetabolicMethodsModernizationModificationMolecularMolecular ProfilingMood DisordersMultiomic DataNerve DegenerationNeurodegenerative DisordersNeurotransmittersOccupationalOnset of illnessOrganophosphatesParkinson DiseaseParticipantPathogenicityPathway AnalysisPathway interactionsPatientsPatternPeripheralPersonal SatisfactionPesticidesPhenotypePhysical activityPilot ProjectsPopulation ControlPopulation StudyPositioning AttributePredispositionPrevalenceProcessPublic HealthQuality of lifeQuantitative Trait LociRecording of previous eventsReportingResistanceResourcesRisk FactorsRoleSamplingSerumSocietiesStructure of molecular layer of cerebellar cortexSystemSystems AnalysisSystems BiologyTechnologyTimeToxic Environmental SubstancesToxicant exposureWorkWorkplaceagricultural pesticideanxiety symptomsbasebiological systemsbrain healthcholinergicclinical anxietycomorbiditycostdata resourcedepressive symptomsepigenomeepigenomicsfollow-upgenetic makeupgenome analysisgenome-widehigh riskimprovedinnovationinterestland usemachine learning methodmetabolomemetabolomicsminor depressive disordermodifiable riskmotor symptommultiple omicsneuropsychiatric disorderneuropsychiatryneurotoxicnon-motor symptomnovelpesticide exposurepopulation basedpyrethroidresidenceresponserural environmentscreeningsingle episode major depressive disordersupervised learningtool
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英文摘要
Project Abstract
We propose to use metabolic and multi-omic markers to elucidate how chronic, long-term pesticide exposures affect the
occurrence of depression and anxiety in elderly living in a rural environment and those who develop Parkinson’s disease
(PD) and depression. Depression and anxiety disorders are the most common types of mental disorders in older adults.
Depression prevalence is as high as 25% in long-term care settings and strongly contributes to health care use for comorbid
illnesses1-5. Major depressive episodes and clinical anxiety occur at a much higher rate among PD patients even well before
PD diagnosis1,2. Improving our understanding of modifiable risk factors and mechanisms involved in depression and anxiety
amongst the elderly is an urgent public health matter. Over the past two decades, our team has generated a unique data
resource that now provides us with the opportunity to investigate the contributions of common and important
environmental exposures (pesticides) to depression and anxiety and to explore disease processes through
multidimensional biologic networks. With prior funding, we have collected lifetime depression/anxiety diagnosis and
treatment histories as well as current (and follow-up) status of depressive and anxiety symptoms in a large population-
based case control study of PD among residents of the California Central Valley, including more than 500 PD patients we
closely followed for over a decade. Among these individuals, as many as 38% of PD patients and 27% of elderly without
PD reported a diagnosis of depression or anxiety disorder at any time during their life. For all study participants we have
genome (Illumina Global Screening Array, 660K markers) data available, and for ~800 additionally we generated
epigenome (Illumina Infinium 450K DNA platform; genome-wide DNA methylation) and untargeted metabolomic data (at
two time points for 300 participants). We developed a longitudinal geographic information system (GIS) based assessment
for pesticide exposures that links state-mandated information on type, date, and location of all agricultural pesticide
applications in California recorded since 1974 to land use maps and study participants’ residences and work places.
Additionally, we collected extensive information on occupational, home and gardening use of pesticides. Biologic
processes, including biologic (metabolic, epigenetic) responses to chronic toxicant exposures or disease processes are
dynamic but also dependent on genetic susceptibilities. Here, we propose to combine a powerful systems biology analytic
approach to interrogate epigenetic and metabolomic data anchored in genetics to identify signatures for specific pesticide
exposures (organophosphates, pyrethroids, neonicotinoids) and peripheral disease processes related to depression in PD.
Our data uniquely position us to efficiently conduct a high-risk pilot study that investigates multidimensional networks
using supervised machine learning methods to identify chronic response patterns in biologic systems across different
molecular layers that can be linked to exposure and/or disease processes. Assembling our multi-omic data into
multidimensional networks will address gaps in our current knowledge concerning molecular mechanisms contributing to
depression and anxiety disorders in PD, a major neurodegenerative disorder of growing importance in aging societies.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Air Pollution, Metabolome, and Alzheimer disease in Mexican Americans
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批准号:10591306
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项目类别:
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资助金额:$227.44万
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财政年份:2022
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负责人:Beate R Ritz
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依托单位:
A Multi-omics approach to Environment and Depression in Parkinsons disease (MOOD-PD)
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项目类别:
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负责人:Beate R Ritz
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依托单位:
Microbiome, Environment, and Parkinsons disease (MEP) PESTICIDE EXPOSURES AND THE GUT MICROBIOME IN PARKINSONS DISEASE
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Microbiome, Environment, and Parkinsons disease (MEP) PESTICIDE EXPOSURES AND THE GUT MICROBIOME IN PARKINSONS DISEASE
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批准号:10872374
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资助金额:$14.82万
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财政年份:2020
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负责人:Beate R Ritz
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依托单位:
Microbiome, Environment, and Parkinsons disease (MEP) PESTICIDE EXPOSURES AND THE GUT MICROBIOME IN PARKINSONS DISEASE
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批准号:10652545
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资助金额:$62.6万
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财政年份:2020
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负责人:Beate R Ritz
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依托单位:
Microbiome, Environment, and Parkinsons disease (MEP) PESTICIDE EXPOSURES AND THE GUT MICROBIOME IN PARKINSONS DISEASE
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批准号:10053242
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资助金额:$66.16万
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财政年份:2020
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负责人:Beate R Ritz
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依托单位:
Microbiome, Environment, and Parkinsons disease (MEP) PESTICIDE EXPOSURES AND THE GUT MICROBIOME IN PARKINSONS DISEASE
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批准号:10641067
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项目类别:
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资助金额:$14.82万
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财政年份:2020
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负责人:Beate R Ritz
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依托单位:
Microbiome, Pesticides and Parkinsons in Latinos
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批准号:10415745
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项目类别:
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资助金额:$14.82万
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财政年份:2020
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负责人:Beate R Ritz
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依托单位:
Microbiome, Environment, and Parkinsons disease (MEP) PESTICIDE EXPOSURES AND THE GUT MICROBIOME IN PARKINSONS DISEASE
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批准号:10240329
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项目类别:
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资助金额:$65.18万
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财政年份:2020
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负责人:Beate R Ritz
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依托单位:
Validation and optimization of epigenetic clocks
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批准号:10171750
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项目类别:
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资助金额:$55.81万
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财政年份:2018
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负责人:Beate R Ritz
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依托单位:
Validation and optimization of epigenetic clocks
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批准号:10413103
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项目类别:
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资助金额:$55.5万
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财政年份:2018
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负责人:Beate R Ritz
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依托单位:
Childhood Autism and Air Pollution - A Statewide Study
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批准号:8917748
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项目类别:
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资助金额:$20.62万
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财政年份:2015
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负责人:Beate R Ritz
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依托单位:
Pesticide Exposure and Cerebral Palsy
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批准号:8954475
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资助金额:$7.7万
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财政年份:2015
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负责人:Beate R Ritz
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依托单位:
Psychosocial stressors, air pollution and childhood respiratory health in LAFANS
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批准号:9115185
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项目类别:
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资助金额:$6.88万
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财政年份:2015
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负责人:Beate R Ritz
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依托单位:
Pesticide Exposure and Cerebral Palsy
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批准号:9114604
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项目类别:
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资助金额:$7.7万
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财政年份:2015
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负责人:Beate R Ritz
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依托单位:
Air Pollution and Autism in Denmark
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批准号:9115167
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项目类别:
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资助金额:$16.64万
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财政年份:2015
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负责人:Beate R Ritz
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依托单位:
Autism Metabolomics and Environment (AIME)
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批准号:8917749
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资助金额:$24.42万
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财政年份:2015
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负责人:Beate R Ritz
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依托单位:
Air Pollution and Autism in Denmark
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批准号:8891906
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项目类别:
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资助金额:$19.52万
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财政年份:2015
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依托单位:
Childhood Autism and Air Pollution - A Statewide Study
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依托单位:
2013 Environment & Health Joint Conference of the ISEE, ISE, and ISIAQ
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负责人:Beate R Ritz
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依托单位:
海外基金