Using Natural Mouse Movement to Establish a Developmental "Biomarker" for Corticospinal Damage
Using Natural Mouse Movement to Establish a Developmental "Biomarker" for Corticospinal Damage
批准号:
10667807
负责人:
Vibhu Vinodchandra Sahni
金额:
$26.52万
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-03-01 至 2025-02-28
关键词:
AdultAffectAnatomyArtificial IntelligenceArtificial Intelligence platformBehaviorBehavioralBiological MarkersBrain InjuriesCerebral PalsyChildComplexCorticospinal TractsDataDevelopmentDevelopmental BiologyDevelopmental Delay DisordersDiagnosisEarly DiagnosisEarly identificationEquilibriumFamilyFunctional disorderGeneticGoalsHealthcare SystemsHumanImageInjuryInterventionInvestigationKnockout MiceLesionLifeLocomotionMachine LearningMeasuresMethodologyMicrosurgeryMotionMotorMotor CortexMovementMusNatural Language ProcessingNeonatalNeural PathwaysOutcomePlayPre-Clinical ModelProbabilityPublic HealthPublishingRecovery of FunctionReproducibilityResearchRoleSpecificitySpinalSpinal InjuriesStereotypingStructureTechniquesTestingTherapeutic InterventionTrainingTreatment EfficacyVertebral columnVideotapeWorkagedarmbehavior testcostdisabilityearly detection biomarkersefficacy evaluationexperimental studyfunctional improvementhuman subjecthypoxia neonatorumimprovedinfancyloss of functionmillisecondmotion sensitivitymotor controlmouse modelneonatal miceneonatenervous system developmentnovelnovel strategiespostnatalpostnatal developmentpre-clinicalrepairedskills
中文摘要
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英文摘要
The corticospinal tract (CST) is a critical circuit underlying skilled voluntary movements. Damage to this circuit
during development can cause permanent, long-term movement disability in humans. Recognizing and treating
such developmental CST damage is challenging, largely because immediately after the lesion, there are limited
or almost no functional deficits. However, early recognition and intervention with the appropriate treatment
measures is key to reducing long-term disability. The use of preclinical mouse models, which have otherwise
proven to be highly useful in functional investigations of nervous system development, has been limited in this
regard. Since the CST is known to control skilled movements, established behavioral tests in mice that
investigate CST function require training mice in skilled tasks. This precludes their application in neonatal mice.
Further, mouse models used to investigate developmental CST damage, e.g. neonatal hypoxia or spinal injuries,
do not only damage the CST; rather they disrupt multiple neural pathways. It therefore remains completely
unknown whether the CST contributes only to skilled movements in adult mice, or whether it also contributes to
the development of natural, innate motor ability during development, beginning in neonatal mice. This latter
possibility would suggest that there are early, albeit subtle, behavioral correlates of developmental CST injury in
mice. We recently developed a new microsurgical approach to specifically disrupt the developing CST in
neonatal mice. In addition, we have also established the use of Motion Sequencing (MoSeq), a new machine
learning and artificial intelligence platform, to longitudinally investigate the development of natural movements
in neonatal mice. Our preliminary results using MoSeq suggest that developmental damage to the CST results
in specific changes to movement structures in mice, as early as P12; these extend into maturity at P35. Further,
analysis of these P35 mice using conventional metrics of locomotion such as the Catwalk, did not identify any
deficits, highlighting the sensitivity of MoSeq in identifying changes in mouse movements. This proposal
investigates the hypothesis that the CST controls development of natural mouse movements, and not only skilled
movements at maturity. We will use MoSeq to analyze Fezf2 knock out (Fezf2 KO) mice in which the CST is
never established during development (Aim1), as well as mice that undergo microsurgical lesions to disrupt
spinal connectivity of the CST at distinct developmental times (Aim2). Together, our work will identify novel
functional readouts of developmental damage to the CST using natural mouse movements. This new unbiased
quantitative approach toward investigating the earliest behavioral signs of corticospinal dysfunction in mice which
will have eventual application in investigations of descending circuits of motor control, as well as multiple
preclinical models of developmental damage such as neonatal hypoxia or spinal injuries.
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Transcriptional regulation over neurogenesis of cortical output neuron segmental identity and diversity
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批准号:10638147
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项目类别:
-
资助金额:$46.38万
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财政年份:2023
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负责人:Vibhu Vinodchandra Sahni
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依托单位:
海外基金