Longitudinal Sub-thalamic Structure and Functional Alterations in Mild Traumatic Brain Injury
Longitudinal Sub-thalamic Structure and Functional Alterations in Mild Traumatic Brain Injury
批准号:
10438832
负责人:
Neeraj Badjatia
金额:
$60.87万
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-07-15 至 2024-05-31
关键词:
AccelerationAffectAnimalsApoptosisAreaAtlasesAtrophicAttentionBlood flowBrainBrain StemCadaverCell NucleusCerebral cortexCerebrovascular CirculationClassificationCognitionCognitiveCognitive deficitsCommunicationCommunitiesConsciousDataDevelopmentDiagnosisDiffuseDiffusionDizzinessEdemaFatigueFocal Brain InjuriesFunctional Magnetic Resonance ImagingFunctional disorderGoalsHeadacheHistologicHumanImageImpaired cognitionIndividualInflammationInjuryLanguageLocationLong-Term EffectsLongterm Follow-upMagnetic Resonance ImagingMagnetic Resonance SpectroscopyMeasurementMeasuresMemoryMetabolismMethodologyMethodsMotorNeurobehavioral ManifestationsNeuropsychologyOrthopedicsPathologyPathway interactionsPatientsPerformancePersonsPhysiologic pulsePost-Concussion SyndromePredictive ValueResearchRestRoleRotationSensorySeriesSignal TransductionSleepSleeplessnessSpecificityStructureStructure of subthalamic nucleusSubthalamic structureTBI PatientsTechniquesTestingThalamic NucleiThalamic structureTimeTissuesTraumatic Brain InjuryUrsidae FamilyVisualizationautomated segmentationbasebiomarker discoveryblood leadbrain parenchymacontrast imagingeffectiveness evaluationexcitotoxicityexperiencehealthy volunteerimage registrationimaging modalityimprovedin vivoindividual patientinjuredinjury burdenmild traumatic brain injurymitochondrial dysfunctionmultimodalityneuroimagingnovelthalamocortical tracttractography
中文摘要
项目摘要
丘脑是所有感觉通路(嗅觉除外)到大脑皮层的中继站。国际法也规范
睡眠和意识,支持运动和语言功能和记忆。它在认知中的作用现在也越来越重要。
认可.鉴于它是上升和下降皮质投射的连接点,
无论身体损伤的确切位置如何,
反对有效因此,丘脑损伤可能是各种持续性脑震荡后症状和认知功能障碍的基础。
损伤最近,我们的团队提供了多方面的证据,包括新陈代谢的改变,组织的改变,
微结构和不同的丘脑下区域和皮质区域之间的改变的功能通信
与TBI后的感觉处理有关。我们的研究结果表明,结构和功能的完整性,
丘脑可能是TBI患者诊断和长期随访的重要因素。这些研究
他把丘脑作为一个单一的结构来研究,而不是把它作为一个由各种核团组成的复合体。
提供了证据表明,丘脑功能是高度选择性的,单个核团执行离散的功能。
然而,由于在特定的丘脑核团内缺乏图像对比度,
丘脑因此,我们建议开发新的MR成像和多模态特征分类方法来分割
丘脑进入其个别核团和测试的假设,创伤后的结构和功能的变化,
丘脑核团的完整性将与特定的神经心理学和认知功能的进展有关。
轻度TBI后的症状我们将通过以下目标来检验这一假设:(a)发展和优化技术,
生成一系列基于T1的合成MPWE(SynMPWE)图像,用于直接可视化丘脑下核,
(b)检查丘脑的纵向结构改变,并与100例mTBI患者的连接进行比较
与骨科受伤的对照受试者,和(c)检查静息状态丘脑连接的纵向变化
mTBI之后。通过开发新的成像方法直接识别丘脑核团,
通过使用多模态分类方法开发和应用改进的分割技术,
计划了解丘脑的病理生理学和MRI测量丘脑损伤的预测价值,
mTBI患者的神经心理和认知缺陷的发展。
英文摘要
Project Summary
The thalamus is a relay station for all sensory pathways (except olfactory) to the cerebral cortex. It also regulates
sleep and consciousness, supports motor and language function and memory. Its role in cognition is also now increasingly
recognized. Given that it serves as a junction for ascending and descending cortical projections, it is likely that thalamus
may bear a significant burden of traumatic brain injury (TBI) irrespective of the precise location of physical injury
sustained. Thalamic injury may therefore underlie various persisting post-concussive symptoms and cognitive
impairment. Recently, our group has provided multiple lines of evidence including altered metabolism, altered tissue
microstructure and altered functional communication between various sub-thalamic regions and cortical regions
associated with sensory processing after TBI. Our results suggest that the structural and functional integrity of the
thalamus may serve as an important factor in the diagnosis and long-term follow-up of TBI patients. These studies have
examined the thalamus as a single structure, not as a composite of the various nuclei that reside within it. Recent research
has provided evidence that thalamic function is highly selective with individual nuclei performing discrete functions.
However, pinpointing injury to specific thalamic nuclei is challenging due to the lack of image contrast within the
thalamus. We therefore propose to develop novel MR imaging and multi-modal feature classification methods to segment
the thalamus into its individual nuclei and test the hypothesis that post traumatic alterations in the structural and functional
integrity of the thalamic nuclei will be associated with progression of specific neuropsychological and cognitive
symptoms after mild TBI. We will test this hypothesis through the following aims: (a) Develop and optimize technique to
generate a series of T1-based synthetic MPRAGE (SynMPRAGE) images for direct visualization of sub-thalamic nuclei,
(b) examine longitudinal structural alterations of the thalamus, and its connectivity on 100 mTBI patients in comparison
with orthopedically injured control subjects, and (c) examine longitudinal changes in resting state thalamic connectivity
following mTBI. Through the development of novel imaging methodology to directly identify thalamic nuclei and
through development and application of improved segmentation techniques using multi-modal classification methods, we
plan to understand the pathophysiology of the thalamus and predictive value of MRI measures of thalamic injury in the
development of neuropsychological and cognitive deficits in mTBI patients.
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DOI:
10.1080/02699052.2021.1906445
发表时间:
2021-05-12
期刊:
Brain injury
影响因子:
1.9
作者:
[Zhuo J, Jiang L, Sours Rhodes C, Roys S, Shanmuganathan K, Chen H, Prince JL, Badjatia N, Gullapalli RP]
通讯作者:
Gullapalli RP
DOI:
10.1007/978-3-030-00928-1_12
发表时间:
2018-09
期刊:
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
影响因子:
--
作者:
[]
通讯作者:
DOI:
10.1007/978-3-030-32248-9_54
发表时间:
2019
期刊:
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
影响因子:
--
作者:
[Han,Shuo, Carass,Aaron, Prince,JerryL]
通讯作者:
Prince,JerryL
DOI:
10.1002/mrm.28729
发表时间:
2021-08
期刊:
MAGNETIC RESONANCE IN MEDICINE
影响因子:
3.3
作者:
[Liang, Xiao, Su, Pan, Patil, Sunil G., Elsaid, Nahla M. H., Roys, Steven, Stone, Maureen, Gullapalli, Rao P., Prince, Jerry L., Zhuo, Jiachen]
通讯作者:
Zhuo, Jiachen
Evaluating the impact of MR image harmonization on thalamus deep network segmentation.
评估 MR 图像协调对丘脑深度网络分割的影响。
DOI:
10.1117/12.2613159
发表时间:
2022
期刊:
Proceedings of SPIE--the International Society for Optical Engineering
影响因子:
--
作者:
[Shao,Muhan, Zuo,Lianrui, Carass,Aaron, Zhuo,Jiachen, Gullapalli,RaoP, Prince,JerryL]
通讯作者:
Prince,JerryL
共 12 条
Longitudinal Sub-thalamic Structure and Functional Alterations in Mild Traumatic Brain Injury
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批准号:10287719
-
项目类别:
-
资助金额:$38.63万
-
财政年份:2018
-
负责人:Neeraj Badjatia
-
依托单位:
海外基金