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ENIGMA pediatric msTBI: preliminary results from meta-analysis of diffusion MRI

机译:Enigma儿科MSTBI:扩散MRI的META分析的初步结果

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Traumatic brain injury (TBI) is a major public health issue around the world. Pediatric TBI patients are at risk of long-term disabilities, as a brain injury sustained during development can affect on-going maturational processes. The white matter (WM) in particular is vulnerable, as myelination continues into the third decade of life and beyond, and poor myelination of tracts can result in decreased integration within brain networks. In addition, variability and heterogeneity are hallmarks of TBI, e.g., injury-related variables and symptoms. These issues combined with small sample sizes limit the power and generalizability of individual studies. In the present study, we employed a meta-analytic approach, combining data across 4 pediatric TBI samples resulting in 104 TBI (75M/29F) and 114 control participants (70M/44F) between 7-18 years, using harmonized processing and analysis as part of the ENIGMA consortium (Enhancing NeuroImaging Genetics through Meta-Analysis). We report lower fractional anisotropy (FA) values in TBI patients across several post-injury windows, particularly in central WM tracts. Within the TBI patient group, we also report marginally significant results of lower FA in younger TBI patients, patients scanned closer to time of injury, and female patients. Although this meta-analytic approach yielded the largest sample size reported yet in pediatric moderate/severe TBI (msTBI) neuroimaging, our trends indicate that larger sample sizes are needed in further studies. As additional cohorts join the ENIGMA Pediatric moderate/severe TBI (msTBI) effort, more robust effects will be revealed.
机译:创伤性脑损伤(TBI)是世界各地的主要公共卫生问题。儿科TBI患者有长期残疾的风险,因为在开发期间持续的脑损伤可能会影响持续的成熟过程。特别是白质(WM)易受攻击,因为髓鞘继续进入生命和超越的第三十年,并且群体的髓鞘群可能导致脑网络中的一体化降低。此外,变异性和异质性是TBI的标志,例如伤害相关的变量和症状。这些问题与小样本大小相结合限制了个体研究的功率和概括性。在本研究中,我们使用了荟萃分析方法,在7-18岁之间结合了4个儿科TBI样品的数据,导致104 TBI(75M / 29F)和114个控制参与者(70M / 44F),使用协调加工和分析部分谜团联盟(通过META分析增强神经影像遗传学)。我们在几个损伤后窗口中报告了TBI患者的较低分数各向异性(FA)值,特别是在中央WM型肺部。在TBI患者组中,我们还报告了较年轻的TBI患者的较低FA的显着结果,患者扫描更接近受伤时间和女性患者。虽然这种荟萃分析方法在儿科中等/严重TBI(MSTBI)神经影像中产生最大的样本量,但我们的趋势表明在进一步的研究中需要更大的样本尺寸。由于额外的队列加入Enigma儿科中等/严重TBI(MSTBI)努力,将揭示更强大的效果。

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