A Comprehensive Proteomic and Bioinformatic Analysis of Human Spinal Cord Injury Plasma Identifies Proteins Associated with the Complement Cascade and Liver Function as Potential Prognostic Indicators of Neurological Outcome.

IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Journal of neurotrauma Pub Date : 2024-12-05 DOI:10.1089/neu.2023.0064
Gabriel Mateus Bernardo Harrington, Paul Cool, Charlotte Hulme, Jessica Fisher-Stokes, Mandy Peffers, Wagih El Masri, Aheed Osman, Joy Roy Chowdhury, Naveen Kumar, Srinivasa Budithi, Karina Wright
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Abstract

Spinal cord injury (SCI) is a major cause of disability, with complications postinjury often leading to lifelong health issues with the need for extensive treatment. Neurological outcome post-SCI can be variable and difficult to predict, particularly in incompletely injured patients. The identification of specific SCI biomarkers in blood may be able to improve prognostics in the field. This study has utilized proteomic and bioinformatic methodologies to investigate differentially expressed proteins in plasma samples across human SCI cohorts with the aim of identifying candidate prognostic biomarkers and biological pathway alterations that relate to neurological outcome. Blood samples were taken, following informed consent, from American Spinal Injury Association impairment scale (AIS) grade C "improvers" (those who experienced an AIS grade improvement) and "nonimprovers" (no AIS change) and AIS grade A and D at <2 weeks ("acute") and ∼3 months ("subacute") postinjury. The total protein concentration from each sample was extracted, with pooled samples being labeled and nonpooled samples treated with ProteoMiner beads. Samples were then analyzed using two 4-plex isobaric tag for relative and absolute quantification (iTRAQ) analyses and a label-free experiment for comparison before quantifying with mass spectrometry. Data are available via ProteomeXchange with identifiers PXD035025 and PXD035072 for the iTRAQ and label-free experiments, respectively. Proteomic datasets were analyzed using OpenMS (version 2.6.0). R (version 4.1.4) and, in particular, the R packages MSstats (version 4.0.1) and pathview (version 1.32.0) were used for downstream analysis. Proteins of interest identified from this analysis were further validated by enzyme-linked immunosorbent assay. The data demonstrated proteomic differences between the cohorts, with the results from the iTRAQ approach supporting those of the label-free analysis. A total of 79 and 87 differentially abundant proteins across AIS and longitudinal groups were identified from the iTRAQ and label-free analyses, respectively. Alpha-2-macroglobulin, retinol-binding protein 4 (RBP4), serum amyloid A1, peroxiredoxin 2 (PRX-2), apolipoprotein A1, and several immunoglobulins were identified as biologically relevant and differentially abundant, with potential as individual candidate prognostic biomarkers of neurological outcome. Bioinformatics analyses revealed that the majority of differentially abundant proteins were components of the complement cascade and most interacted directly with the liver. Many of the proteins of interest identified using proteomics were detected only in a single group and therefore have potential as binary (present or absent) biomarkers, RBP4 and PRX-2 in particular. Additional investigations into the chronology of these proteins and their levels in other tissues (cerebrospinal fluid in particular) are needed to better understand the underlying pathophysiology, including any potentially modifiable targets. Pathway analysis highlighted the complement cascade as being significant across groups of differential functional recovery.

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一项对人脊髓损伤血浆的综合蛋白质组学和生物信息学分析确定了与补体级联和肝功能相关的蛋白质作为神经预后的潜在预后指标。
脊髓损伤(SCI)是致残的主要原因,损伤后的并发症往往导致终身健康问题,需要广泛的治疗。脊髓损伤后的神经系统预后可能是可变的,难以预测,特别是在不完全损伤的患者中。在血液中识别特定的脊髓损伤生物标志物可能能够改善该领域的预后。本研究利用蛋白质组学和生物信息学方法研究人类脊髓损伤队列血浆样本中的差异表达蛋白,目的是确定与神经预后相关的候选预后生物标志物和生物通路改变。在知情同意的情况下,从美国脊髓损伤协会损伤量表(AIS) C级“改善者”(经历AIS级改善者)和“非改善者”(没有AIS变化)以及AIS A级和D级患者中采集血样。然后使用两个4-plex等压标签进行相对和绝对定量(iTRAQ)分析,并在质谱定量之前进行无标签实验进行比较。iTRAQ和无标签实验的数据可通过ProteomeXchange获得,标识符分别为PXD035025和PXD035072。使用OpenMS (version 2.6.0)分析蛋白质组学数据集。R(版本4.1.4),特别是R软件包MSstats(版本4.0.1)和pathview(版本1.32.0)用于下游分析。从该分析中鉴定的感兴趣的蛋白质通过酶联免疫吸附试验进一步验证。数据显示了两组之间的蛋白质组学差异,iTRAQ方法的结果支持无标签分析的结果。通过iTRAQ和无标签分析,在AIS和纵向组中分别鉴定出79和87个差异丰富的蛋白质。α -2巨球蛋白、视黄醇结合蛋白4 (RBP4)、血清淀粉样蛋白A1、过氧化物还蛋白2 (PRX-2)、载脂蛋白A1和几种免疫球蛋白被鉴定为生物学相关且差异丰富,具有作为神经预后的单个候选生物标志物的潜力。生物信息学分析显示,大多数差异丰富的蛋白质是补体级联的组成部分,并且大多数直接与肝脏相互作用。使用蛋白质组学鉴定的许多感兴趣的蛋白质仅在单一组中检测到,因此具有作为二元(存在或不存在)生物标志物的潜力,特别是RBP4和PRX-2。需要进一步研究这些蛋白质的年表及其在其他组织(特别是脑脊液)中的水平,以更好地了解潜在的病理生理学,包括任何潜在的可改变的靶标。通路分析强调了补体级联在不同功能恢复组中的重要性。
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来源期刊
Journal of neurotrauma
Journal of neurotrauma 医学-临床神经学
CiteScore
9.20
自引率
7.10%
发文量
233
审稿时长
3 months
期刊介绍: Journal of Neurotrauma is the flagship, peer-reviewed publication for reporting on the latest advances in both the clinical and laboratory investigation of traumatic brain and spinal cord injury. The Journal focuses on the basic pathobiology of injury to the central nervous system, while considering preclinical and clinical trials targeted at improving both the early management and long-term care and recovery of traumatically injured patients. This is the essential journal publishing cutting-edge basic and translational research in traumatically injured human and animal studies, with emphasis on neurodegenerative disease research linked to CNS trauma.
期刊最新文献
Brain Imaging Features in Patients with Gunshot Wounds to the Head. Response to Thompson and Moore. Attenuation of Blood-Brain Barrier Disruption in Traumatic Brain Injury via Inhibition of NKCC1 Cotransporter: Insights into the NF-κB/NLRP3 Signaling Pathway. Human Neural Stem Cell Therapy for Traumatic Brain Injury-A Systematic Review of Pre-Clinical Studies. Sex Differences in Neurological Outcome at 6 and 12 Months Following Severe Traumatic Brain Injury. An Observational Analysis of the OXY-TC Trial.
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