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Rebuilding the Injured Brain: Use of MRS in Clinical Regenerative Medicine

机译:重建受伤的大脑:MRS在临床再生医学中的应用

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Hypoxic-Ischemic Encephalopathy (HIE) is the brain manifestation of systemic asphyxia that occurs in 20 out of 1000 births. HIE triggers an immediate neuronal and glial injury leading to necrosis secondary to cellular edema and lysis. Because of this destructive neuronal injury, up to 25% of neonates exhibit severe permanent neuropsychological handicaps in the form of cerebral palsy, with or without associated mental retardation, learning disabilities, or epilepsy. Due to the devastating consequences of HIE, much research has focused on interrupting the cascade of events triggered by HIE. To date, none of these therapies, with the exception of hypothermia, have been successful in the clinical environment. Even in the case of hypothermia, only neonates with mild to moderate HIE respond to therapy. Stem cell therapy offers an attractive potential treatment for HIE. The ability to replace necrotic cells with functional cells could limit the degree of long-term neurological deficits. The neonatal brain offers a unique milieu for stem cell therapy due to its overall plasticity and the continued division of cells in the sub-ventricular zones. New powerful imaging tools allow researchers to track stem cells in vivo post-transplant, as shown in Figure 1. However, neuroimaging still leaves numerous questions unresolved: How can we identify stem cells without using tracking agents, what cells types are destroyed in the brain post injury? What is the final phenotypic fate of transplanted cells? Are the transplanted cells still viable? Do the transplanted cells spare endogenous neuronal tissue? We hypothesize that magnetic resonance spectroscopy (MRS), a broadly used clinical technique that can be performed at the time of a standard MRI scan, can provide answers to these questions when coupled with advanced computational approaches. MRS is widely available clinically, and is a relative measure of different metabolites within the sampled area. These measures are presented as a series of peaks at a particular bandwidth that corresponds to an individual metabolite, such as lactate or creatine, as shown in Figure 2. Currently, the data are only subjectively interpreted by a neuro-radiologist, but hold great potential if they were analyzed in a more objective manner. The overall purpose of the research described here is to develop pattern recognition algorithms for MRS data as a means to detect novel biomarkers or fingerprints of stem cells. Once identified, this technique will be used to identify in vivo transplanted stem cells within the brain.
机译:缺氧缺血性脑病(HIE)是系统性窒息的脑部表现,每1000胎中就有20胎发生。 HIE引发立即的神经元和神经胶质损伤,继发于细胞水肿和溶解的坏死。由于这种破坏性的神经元损伤,多达25%的新生儿表现出严重的永久性神经心理障碍,呈脑性瘫痪,伴或不伴有智力障碍,学习障碍或癫痫。由于HIE的毁灭性后果,许多研究都集中在中断HIE触发的一系列事件上。迄今为止,除低温治疗外,这些疗法均未在临床环境中成功。即使在体温过低的情况下,也只有轻度至中度HIE的新生儿对治疗有反应。干细胞疗法为HIE提供了有吸引力的潜在疗法。用功能性细胞替代坏死细胞的能力可能会限制长期神经功能缺损的程度。由于其整体可塑性以及脑室下区域的细胞持续分裂,新生儿脑为干细胞治疗提供了独特的环境。如图1所示,新型强大的成像工具使研究人员能够在体内追踪干细胞。但是,神经成像仍然存在许多未解决的问题:我们如何在不使用追踪剂的情况下识别干细胞,大脑中哪些细胞类型被破坏?受伤后?移植细胞的最终表型命运是什么?移植的细胞仍然可行吗?移植的细胞是否能保留内源性神经元组织?我们假设磁共振波谱(MRS)是一种广泛使用的临床技术,可以在标准MRI扫描时执行,结合先进的计算方法可以为这些问题提供答案。 MRS在临床上广泛可用,并且是采样区域内不同代谢产物的相对量度。这些测量以一系列在特定带宽处的峰表示,这些峰对应于单个代谢物(例如乳酸或肌酸),如图2所示。目前,数据仅由神经放射科医生主观解释,但具有巨大潜力是否以更客观的方式对其进行了分析。这里描述的研究的总体目的是为MRS数据开发模式识别算法,作为检测干细胞的新型生物标记或指纹的手段。一旦被鉴定,该技术将用于鉴定脑内体内移植的干细胞。

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