定量T1定位提示ras病患儿白质髓磷脂升高。

IF 9.6 1区 医学 Q1 NEUROSCIENCES
Julia R Plank, Elveda Gozdas, Jennifer Bruno, Chloe A McGhee, Hua Wu, Mira M Raman, Manish Saggar, Tamar Green
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引用次数: 0

摘要

背景:有证据表明髓鞘形成在神经发育障碍中的病理作用与认知困难有关,但体内评估仍然具有挑战性。定量T1图谱(QT1)已被用于先前的临床研究(如多发性硬化症),并有望可靠地测量髓磷脂的改变。我们研究了QT1在RAS-MAPK信号通路(RASopathies)神经发育障碍儿童中测量髓鞘形成的作用。方法:我们收集了72名儿童(49例RASopathies, 23例典型发展(TD))的QT1,弥散加权和结构MRI扫描。QT1髓磷脂含量测量包括白质大分子组织体积(MTV)和皮质R1 (1/T1松弛)。评估了39个白质束的组间差异。主成分分析捕获了360个区域的皮质髓鞘形成模式,然后进行了方差分析。支持向量机(SVM)识别组间最具区别性的特征。结果:39个神经束中有34个神经束的MTV高于TD (pFDR2= 0.028),提示两组间皮层髓鞘形成存在差异。支持向量机的准确率为87%,并将认知和皮质R1特征识别为组间最具区别性的特征。结论:我们发现在ras病患儿中白质束髓鞘和区域依赖性皮质髓鞘形成模式普遍升高。利用临床前模型显示少突胶质细胞功能障碍,QT1显示髓鞘形成过早。需要进一步的工作来探索与认知的关系。QT1是识别和监测髓磷脂作为神经发育障碍治疗靶点的一个有前途的工具,为推进当前的治疗策略提供了巨大的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantitative T1 mapping indicates elevated white matter myelin in children with RASopathies.

Background: Evidence suggests a pathological role of myelination in neurodevelopmental disorders with links to cognitive difficulties, but in vivo assessment remains challenging. Quantitative T1 mapping (QT1) has been used in prior clinical studies (e.g., of multiple sclerosis) and shows promise for reliable measurement of myelin alterations. We investigated QT1 for measuring myelination in children with neurodevelopmental disorders of the RAS-MAPK signaling pathway (RASopathies).

Methods: We collected QT1, diffusion-weighted, and structural MRI scans from 72 children (49 RASopathies, 23 typical developing (TD)). QT1 myelin content measures included white matter macromolecular tissue volume (MTV) and cortical R1 (1/T1 relaxation). Group differences were assessed across 39 white matter tracts. Principal components analysis captured cortical myelination patterns across 360 regions, followed by a MANOVA. A support vector machine (SVM) identified the most discriminative features between-groups.

Results: Thirty-four of 39 tracts were higher in MTV in RASopathies relative to TD (pFDR<.05), indicating widespread elevation in myelination. MANOVA revealed a group effect on cortical R1 (p=.002, η2=.028), suggesting cortical myelination differences between-groups. The SVM yielded an accuracy of 87% and identified cognitive and cortical R1 features as the most discriminant between-groups.

Conclusions: We found widespread elevated white matter tract myelin and region-dependent cortical myelination patterns in children with RASopathies. Leveraging preclinical models showing oligodendrocyte dysfunction, QT1 revealed precocious myelination. Further work is needed to explore relationships with cognition. QT1 is a promising tool for identification and monitoring of myelin as a treatment target in neurodevelopmental disorders, offering significant potential for advancing current therapeutic strategies.

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来源期刊
Biological Psychiatry
Biological Psychiatry 医学-精神病学
CiteScore
18.80
自引率
2.80%
发文量
1398
审稿时长
33 days
期刊介绍: Biological Psychiatry is an official journal of the Society of Biological Psychiatry and was established in 1969. It is the first journal in the Biological Psychiatry family, which also includes Biological Psychiatry: Cognitive Neuroscience and Neuroimaging and Biological Psychiatry: Global Open Science. The Society's main goal is to promote excellence in scientific research and education in the fields related to the nature, causes, mechanisms, and treatments of disorders pertaining to thought, emotion, and behavior. To fulfill this mission, Biological Psychiatry publishes peer-reviewed, rapid-publication articles that present new findings from original basic, translational, and clinical mechanistic research, ultimately advancing our understanding of psychiatric disorders and their treatment. The journal also encourages the submission of reviews and commentaries on current research and topics of interest.
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