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远程轻度至中度创伤性脑损伤中结构与自身免疫生物标志物的关联改变:一项多模态脑成像研究

Linked alterations in structure and autoimmunity biomarkers in remote mild-to-moderate TBI: A multi-modal brain imaging study.

作者信息

Waters Abigail B, Penhale Samantha H, Sarkar Shoumi, Datta Somnath, Lamb Damon G, Robertson Claudia, Rubenstein Richard, Wagner Amy K, Kobeissy Firas, Wang Kevin, Williamson John B

机构信息

Brain Rehabilitation Research Center, North Florida/South Georgia VAMC, Gainesville, FL, USA; Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA.

Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA.

出版信息

Neuroimage Clin. 2025 Jun 30;47:103838. doi: 10.1016/j.nicl.2025.103838.

Abstract

BACKGROUND

There is significant heterogeneity in the recovery course from mild-to-moderate traumatic brain injury (mmTBI), with many individuals reporting cognitive symptoms during the chronic phase. Although blood-based biomarkers have been identified as a marker of injury severity in the acute phase, the relevance of candidate biomarkers in chronic mmTBI is less clear. Establishing links between blood-based biomarkers, neuroimaging, and cognitive performance is necessary to differentiate subphenotypes in chronic TBI and improve prognostic models.

METHODS

Sixty Veterans and non-Veterans with mmTBI completed cognitive testing (WAIS-IV), MRI, and blood collection for blood-based CNS biomarker assessment for cross-sectional comparison. A data fusion technique (Linked Independent Component Analysis [LICA]) was used to simultaneously model structural variability across T1-weighted and diffusion-weighted MRI modalities. Blood serum samples were assayed using an ultrasensitive immunoassay using digital array technology to measure GFAP, NFL, total tau, and UCH-L1 protein levels. A correlation matrix was used to identify which LICA-derived MRI components were associated with (1) a blood-based biomarker, (2) a WAIS-IV index score and (3) clinical characteristics of TBI, using an effect-size cut-off.

RESULTS

LICA-derived Component 4 was associated with a biomarker (UCH-L1), reduced processing speed, and the total number of TBIs. This component was characterized by increased mean diffusivity along the ventral surface of the frontal lobe and decreased fractional anisotropy in bilateral corticospinal tracts and cerebral peduncles.

CONCLUSIONS

Our findings contribute to the larger body of literature examining the utility of biomarkers for chronic TBI and underscore the importance of examining heterogeneity within this population.

摘要

背景

轻度至中度创伤性脑损伤(mmTBI)的恢复过程存在显著异质性,许多患者在慢性期报告有认知症状。尽管血液生物标志物已被确定为急性期损伤严重程度的标志物,但候选生物标志物在慢性mmTBI中的相关性尚不清楚。建立血液生物标志物、神经影像学和认知表现之间的联系对于区分慢性创伤性脑损伤的亚表型和改善预后模型至关重要。

方法

60名患有mmTBI的退伍军人和非退伍军人完成了认知测试(韦氏成人智力量表第四版[WAIS-IV])、磁共振成像(MRI)以及血液采集,用于基于血液的中枢神经系统生物标志物评估以进行横断面比较。采用一种数据融合技术(链接独立成分分析[LICA])同时对T1加权和扩散加权MRI模态的结构变异性进行建模。使用数字阵列技术的超灵敏免疫测定法检测血清样本中的胶质纤维酸性蛋白(GFAP)、神经丝轻链(NFL)、总tau蛋白和泛素羧基末端水解酶L1(UCH-L1)蛋白水平。使用相关矩阵,通过效应量临界值来确定哪些LICA衍生的MRI成分与(1)一种基于血液的生物标志物、(2)一个WAIS-IV指数得分以及(3)创伤性脑损伤的临床特征相关。

结果

LICA衍生的成分4与一种生物标志物(UCH-L1)、处理速度降低以及创伤性脑损伤的总数相关。该成分的特征是额叶腹侧表面的平均扩散率增加,双侧皮质脊髓束和大脑脚的各向异性分数降低。

结论

我们的研究结果为检验生物标志物在慢性创伤性脑损伤中的效用这一大量文献做出了贡献,并强调了研究该人群异质性的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8941/12270732/f30b667ad28e/gr1.jpg

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