Neural mechanisms of balance deficits, falls, and freezing of gait in Parkinson's disease
Neural mechanisms of balance deficits, falls, and freezing of gait in Parkinson's disease
批准号:
9769832
负责人:
Johnathan Lucas McKay
金额:
$12.73万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-09-19 至 2021-08-31
关键词:
AccelerationAgonistAnimal ModelAreaAwardBasal GangliaBasic ScienceBehavioralBiological MarkersBiomechanicsBiomedical ComputingBiometryBrain StemClinicClinical ManagementClinical ResearchCollaborationsComputer softwareComputersDataDiseaseDoctor of MedicineDoctor of PhilosophyElectrical EngineeringElectromyographyElementsEngineeringEpidemiologic MethodsEquilibriumFall preventionFelis catusFellowshipFoundationsFreezingFunctional disorderGaitGoalsHumanImageImpairmentIndividualInstitutesInvestigationK-Series Research Career ProgramsKnowledgeLaboratoriesLeadLinkMaster of ScienceMentorsMentorshipMethodsModelingMorbidity - disease rateMotionMotorMovementMovement DisordersMultivariate AnalysisMuscleMusculoskeletalNeuroanatomyNeuropsychologyNeurosciencesOutcome MeasureParkinson DiseaseParkinsonian DisordersParticipantPatient Self-ReportPatientsPharmaceutical PreparationsPharmacotherapyPhysiologicalPostdoctoral FellowPostural responsePostureProspective StudiesProtocols documentationPublicationsQuality of lifeRehabilitation OutcomeRehabilitation therapyResearchResearch ActivityResearch PersonnelResearch Project GrantsResourcesRisk FactorsScienceScientistSeveritiesStandardizationStatistical Data InterpretationSupervisionSymptomsTechniquesTechnologyTestingTherapeuticTimeTrainingTraining ActivityTremorUniversitiesWorkawakebrain computer interfacecareerclinical Diagnosisclinically relevantcohortcomputational neurosciencecostdesignequilibration disorderexperimental studyfall riskfallsfootimaging approachimprovedloved onesmortalityneuromechanismnew therapeutic targetnovel therapeuticspatient populationpreventrecruitresearch and developmentresponsesensorsimulationtooltranslational scientist
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7. PROJECT SUMMARY/ABSTRACT
CANDIDATE. I am an electrical engineer with expertise in biomedical computation and previous
interdisciplinary training in neuroscience, biomechanics, and biostatistics. I received the Bachelor of Science
(Sc.B.) and Master of Science (Sc.M.) degrees in Electrical Engineering from Brown University in 2002 and
2004, completing a thesis on circuit design for brain-computer interfaces that resulted in several engineering
publications, and received the Ph.D. degree in Electrical and Computer Engineering from the Georgia Institute
of Technology in 2010 under the supervision of Lena Ting, Ph.D. My dissertation research applied
musculoskeletal simulation and optimization approaches to answer basic science questions about balance
control using legacy data from awake cats. As a postdoctoral fellow, I learned laboratory and analysis
techniques for human movement studies using electromyography, and developed a new method and software
for the statistical analysis of timeseries data. In 2012, I began investigating balance control in individuals with
Parkinson's disease (PD) in a new collaboration with Dr. Ting and Madeleine Hackney, Ph.D., a PD
rehabilitation scientist. The objectives of this work are to apply engineering models developed in a basic
science context to understand balance control in young healthy individuals to better understand balance
dysfunction in PD, and to incorporate biomarkers derived from the models into improved rehabilitative outcome
measures. Recently, I received a KL2 fellowship that provides formal training in clinical research methods,
epidemiology, and biostatistics, critical topics for using these approaches to answer clinically relevant
questions with validity and appropriate statistical rigor.
CAREER GOAL. My long-term career goal is to be an independent translational investigator with expertise in
balance and gait in individuals with movement disorders with independent laboratory space and strong liaison
to clinicians and rehabilitation scientists focusing on parkinsonian balance and gait dysfunction.
NEED FOR TRAINING. I need the specialized training proposed in this K25 Mentored Quantitative Research
Development Award because the disease-related questions I want to ask as an independent investigator
require a detailed command of PD pathophysiology and a thorough understanding of PD clinical management.
I will need to augment my current expertise in computational neuroscience and biomechanics with a deep
understanding these highly specialized topics in order to design and perform high-impact, clinically relevant,
R01-level research in movement disorders.
ENVIRONMENT AND KEY ELEMENTS OF TRAINING AND RESEARCH PLAN. The proposed training and
research activities will prepare me to answer key questions about the interaction between balance deficits,
falls, and freezing of gait in PD, establish a track record of collaborative clinical research, and produce
preliminary data that will form the foundation of my independent research portfolio. Under this award, I will
receive formal coursework and mentored training in basal ganglia neuroanatomy and pathophysiology under
the mentorship of Thomas Wichmann, M.D. and in the clinical diagnosis and management of Parkinson's
disease at the Emory University Movement Disorders Clinic under the mentorship of Stewart Factor, D.O. My
Key Collaborator/Resource Dr. Ting will provide laboratory space and resources for the proposed experiments.
Research activities will recruit a cohort of PD patients, including participants in Dr. Factor's ongoing studies of
freezing of gait, which will provide significant opportunities for collaboration and exploratory analyses in
addition to the primary research aims.
RESEARCH PROJECT. These studies will lead to better predictors of fall risk in PD patients and improved
understanding of mechanistic relationships between PD, freezing of gait (FOG), and falls that may lead to new
treatments. Gaps in our current understanding of balance deficits, falls, and FOG in Parkinson's disease limit
our ability to predict fall risk and to design and assess new therapies. Therefore, we will perform a prospective
study of fall risk in PD patients with and without FOG to test the ability of advanced engineering tools
developed to quantify balance responses in young healthy individuals and in animal models to predict fall risk
when included as a component of a comprehensive battery of established behavioral and neuropsychological
assessments for fall risk. Additional analyses will use data from this cohort to quantitatively assess the strength
and temporality of associations between objectively quantified FOG severity, postural response abnormality,
and fall risk. This work will yield new fundamental knowledge about how the central pathophysiology of PD and
FOG influences the motor periphery that will improve our ability to identify patients who are candidates for
rehabilitation and that will open new lines of investigation into additional balance impaired patient populations
and into collaborative studies incorporating imaging approaches being developed by others on the research
team.
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DOI:
10.1002/mdc3.12918
发表时间:
2020
期刊:
Movement disorders clinical practice
影响因子:
4
作者:
[PerezParra,Sahyli, McKay,JLucas, Factor,StewartA]
通讯作者:
Factor,StewartA
DOI:
10.3390/s23198330
发表时间:
2023-10-09
期刊:
Sensors (Basel, Switzerland)
影响因子:
--
作者:
[Gong NJ, Clifford GD, Esper CD, Factor SA, McKay JL, Kwon H]
通讯作者:
Kwon H
An explainable spatial-temporal graphical convolutional network to score freezing of gait in parkinsonian patients.
一种可解释的时空图形卷积网络,用于对帕金森病患者的步态冻结进行评分。
DOI:
10.1101/2023.01.13.23284535
发表时间:
2023
期刊:
medRxiv : the preprint server for health sciences
影响因子:
--
作者:
[Kwon,Hyeokhyen, Clifford,GariD, Genias,Imari, Bernhard,Doug, Esper,ChristineD, Factor,StewartA, McKay,JLucas]
通讯作者:
McKay,JLucas
DOI:
10.1038/s41531-021-00247-x
发表时间:
2021-11-29
期刊:
NPJ Parkinson's disease
影响因子:
--
作者:
[Hatcher-Martin JM, McKay JL, Pybus AF, Sommerfeld B, Howell JC, Goldstein FC, Wood L, Hu WT, Factor SA]
通讯作者:
Factor SA
Neural mechanisms of balance deficits, falls, and freezing of gait in Parkinson's disease
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批准号:9179981
-
项目类别:
-
资助金额:$12.73万
-
财政年份:2016
-
负责人:Johnathan Lucas McKay
-
依托单位:
国内基金
海外基金
Agonist-GPR119-Gs复合物的结构生物学研究
-
批准号:32000851
-
项目类别:青年科学基金项目
-
资助金额:24.0万元
-
批准年份:2020
-
负责人:乔安娜
-
依托单位: