Brain plasticity and neuroinflammatory protein biomarkers with circulating MicroRNAs as predictors of acute brain injury outcome – A prospective cohort study

IF 3.6 3区 医学 Q1 CLINICAL NEUROLOGY Journal of the Neurological Sciences Pub Date : 2024-08-08 DOI:10.1016/j.jns.2024.123169
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Abstract

Background

Brain recovery mechanisms after injuries like aneurysmal subarachnoid hemorrhage (aSAH), ischemic stroke (IS), and traumatic brain injury (TBI) involve brain plasticity, synaptic regeneration, and neuroinflammation. We hypothesized that serum levels of the p75 neurotrophic receptor (p75NTR) and associated signaling proteins, as well as differentially expressed (DE) microRNAs, could predict recovery outcomes irrespective of injury type.

Methods

A prospective patient cohort with ischemic stroke (IS, n = 30), aneurysmal subarachnoid hemorrhage (aSAH, n = 31), and traumatic brain injury (TBI, n = 13) were evaluated (total n = 74). Serum samples were collected at two post-injury intervals (early: 1–3 days, late: 4–8 days), and outcomes were assessed after three months using the modified Rankin Scale (mRS), categorizing outcomes as favorable (mRS 0–3) or unfavorable (mRS 4–6). Six proteins were measured using ELISAs: p75NTR, NGF, sortilin, IL1β, TNFα, and cyclophilin. DE microRNAs were identified using DESeq2, and their target genes were predicted. Serum molecules between patients with differing outcomes were compared using a Kolmogorov-Smirnov test, 2-tailed t-test and multivariate linear discriminant analysis (LDA).

Results

Favorable (n = 46) and unfavorable (n = 28) outcome cohorts were balanced with age and sex (p = 0.25 and 0.63). None of the studied proteins correlated with age. Combinatory LDA of the six protein biomarkers indicated strong prognostic value for favorable outcomes (OR 2.09; AUC = 70.3%, p = 0.0058). MicroRNA expression changes over time were identified in the aSAH, TBI, and IS groups (p < 0.05, FDR corrected). Twenty-three microRNAs were commonly DE across all brain injury groups when comparing favorable and unfavorable outcomes (p < 0.05). LDA of four microRNAs targeting the studied proteins showed high prognostic accuracy (OR 11.7; AUC = 94.1%, p = 0.016).

Conclusions

The combined prognostic microRNA and protein biomarker models demonstrated accurate outcome prognostication across diverse injury types, implying the presence of a common recovery mechanism. DE microRNAs were found to target the studied molecules, suggesting a potential mechanistic role in recovery. Further investigation is warranted to study these molecules in prognostication, as well as therapeutic targets for enhancing recovery.

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脑可塑性和神经炎症蛋白生物标志物与循环 MicroRNAs 作为急性脑损伤预后的预测因子--一项前瞻性队列研究。
背景:动脉瘤性蛛网膜下腔出血(aSAH)、缺血性中风(IS)和创伤性脑损伤(TBI)等损伤后的脑恢复机制涉及脑可塑性、突触再生和神经炎症。我们假设血清中 p75 神经营养受体(p75NTR)和相关信号蛋白以及差异表达(DE)microRNA 的水平可以预测恢复结果,而与损伤类型无关:对缺血性中风(IS,n = 30)、动脉瘤性蛛网膜下腔出血(aSAH,n = 31)和创伤性脑损伤(TBI,n = 13)的前瞻性患者队列进行了评估(总人数 n = 74)。在受伤后的两个间隔期(早期:1-3 天,晚期:4-8 天)采集血清样本,并在三个月后使用修正的兰金量表(mRS)评估结果,将结果分为良好(mRS 0-3)和不良(mRS 4-6)两类。使用 ELISAs 测定了六种蛋白质:p75NTR、NGF、sortilin、IL1β、TNFα 和 cyclophilin。使用 DESeq2 鉴定了 DE microRNAs,并预测了其靶基因。采用Kolmogorov-Smirnov检验、双尾t检验和多变量线性判别分析(LDA)对不同结果患者的血清分子进行比较:结果:预后良好(46 人)和预后不良(28 人)的患者群在年龄和性别上是平衡的(P = 0.25 和 0.63)。所研究的蛋白质均与年龄无关。六种蛋白质生物标志物的联合 LDA 显示,对有利结果具有很强的预后价值(OR 2.09;AUC = 70.3%,p = 0.0058)。在 aSAH 组、TBI 组和 IS 组中发现了随时间变化的 microRNA 表达(p 结论):综合预后微RNA和蛋白质生物标志物模型显示了不同损伤类型的准确预后结果,这意味着存在一种共同的恢复机制。研究发现,DE microRNA 可靶向所研究的分子,这表明它们在恢复过程中发挥着潜在的机理作用。有必要进一步调查研究这些分子在预后中的作用,并将其作为促进恢复的治疗目标。
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来源期刊
Journal of the Neurological Sciences
Journal of the Neurological Sciences 医学-临床神经学
CiteScore
7.60
自引率
2.30%
发文量
313
审稿时长
22 days
期刊介绍: The Journal of the Neurological Sciences provides a medium for the prompt publication of original articles in neurology and neuroscience from around the world. JNS places special emphasis on articles that: 1) provide guidance to clinicians around the world (Best Practices, Global Neurology); 2) report cutting-edge science related to neurology (Basic and Translational Sciences); 3) educate readers about relevant and practical clinical outcomes in neurology (Outcomes Research); and 4) summarize or editorialize the current state of the literature (Reviews, Commentaries, and Editorials). JNS accepts most types of manuscripts for consideration including original research papers, short communications, reviews, book reviews, letters to the Editor, opinions and editorials. Topics considered will be from neurology-related fields that are of interest to practicing physicians around the world. Examples include neuromuscular diseases, demyelination, atrophies, dementia, neoplasms, infections, epilepsies, disturbances of consciousness, stroke and cerebral circulation, growth and development, plasticity and intermediary metabolism.
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