Pulliam Alexis N, Pybus Alyssa F, Gaul David A, Moore Samuel G, Wood Levi B, Fernández Facundo M, LaPlaca Michelle C
Coulter Department of Biomedical Engineering, Georgia Institute of Technology/Emory University, Atlanta, GA 30332, USA.
Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA.
Metabolites. 2024 Feb 21;14(3):133. doi: 10.3390/metabo14030133.
Traumatic brain injury (TBI) is a significant source of disability in the United States and around the world and may lead to long-lasting cognitive deficits and a decreased quality of life for patients across injury severities. Following the primary injury phase, TBI is characterized by complex secondary cascades that involve altered homeostasis and metabolism, faulty signaling, neuroinflammation, and lipid dysfunction. The objectives of the present study were to (1) assess potential correlations between lipidome and cytokine changes after closed-head mild TBI (mTBI), and (2) examine the reproducibility of our acute lipidomic profiles following TBI. Cortices from 54 Sprague Dawley male and female rats were analyzed by ultra-high-performance liquid chromatography mass spectrometry (LC-MS) in both positive and negative ionization modes and multiplex cytokine analysis after single (smTBI) or repetitive (rmTBI) closed-head impacts, or sham conditions. Tissue age was a variable, given that two cohorts ( = 26 and = 28) were initially run a year-and-a-half apart, creating inter-batch variations. We annotated the lipidome datasets using an in-house data dictionary based on exact masses of precursor and fragment ions and removed features with statistically significant differences between sham control batches. Our results indicate that lipids with high-fold change between injury groups moderately correlate with the cytokines eotaxin, IP-10, and TNF-α. Additionally, we show a significant decrease in the pro-inflammatory markers IL-1β and IP-10, TNF-α, and RANTES in the rmTBI samples relative to the sham control. We discuss the major challenges in correlating high dimensional lipidomic data with functional cytokine profiles and the implications for understanding the biological significance of two related but disparate analysis modes in the study of TBI, an inherently heterogeneous neurological disorder.
创伤性脑损伤(TBI)在美国乃至全球都是导致残疾的重要原因,无论损伤严重程度如何,都可能导致患者长期认知缺陷并降低生活质量。在原发性损伤阶段之后,TBI的特征是复杂的继发性级联反应,包括内环境稳态和代谢改变、信号传导异常、神经炎症和脂质功能障碍。本研究的目的是:(1)评估闭合性轻度TBI(mTBI)后脂质组与细胞因子变化之间的潜在相关性;(2)检验TBI后急性脂质组学图谱的可重复性。对54只Sprague Dawley雄性和雌性大鼠的皮质进行分析,通过超高效液相色谱质谱(LC-MS)在正离子和负离子模式下进行分析,并在单次(smTBI)或重复性(rmTBI)闭合性头部撞击或假手术条件下进行多重细胞因子分析。考虑到两个队列(分别为26只和28只)最初相隔一年半进行实验,存在批次间差异,因此将组织年龄作为一个变量。我们使用基于前体离子和碎片离子精确质量的内部数据字典对脂质组数据集进行注释,并去除假手术对照组批次之间具有统计学显著差异的特征。我们的结果表明,损伤组之间具有高倍数变化的脂质与嗜酸性粒细胞趋化因子、IP-10和肿瘤坏死因子-α(TNF-α)等细胞因子存在中度相关性。此外,相对于假手术对照组,我们发现rmTBI样本中促炎标志物白细胞介素-1β(IL- - 1β)、IP-10、TNF-α和调节激活正常T细胞表达和分泌因子(RANTES)显著降低。我们讨论了将高维脂质组学数据与功能性细胞因子谱相关联时的主要挑战,以及在研究本质上异质性的神经系统疾病TBI时,理解两种相关但不同分析模式的生物学意义的影响。