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比较超氧化物歧化酶1 G93A突变型肌萎缩侧索硬化症小鼠病理生理学的治疗调节剂。

Comparing therapeutic modulators of the SOD1 G93A Amyotrophic Lateral Sclerosis mouse pathophysiology.

作者信息

Lee Albert J B, Kittel Tyler E, Kim Renaid B, Bach Thao-Nguyen, Zhang Tian, Mitchell Cassie S

机构信息

Laboratory for Pathology Dynamics, Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, United States.

Center for Machine Learning, Georgia Institute of Technology, Atlanta, GA, United States.

出版信息

Front Neurosci. 2023 Jan 19;16:1111763. doi: 10.3389/fnins.2022.1111763. eCollection 2022.

Abstract

INTRODUCTION

Amyotrophic Lateral Sclerosis (ALS) is a paralyzing, multifactorial neurodegenerative disease with limited therapeutics and no known cure. The study goal was to determine which pathophysiological treatment targets appear most beneficial.

METHODS

A big data approach was used to analyze high copy SOD1 G93A experimental data. The secondary data set comprised 227 published studies and 4,296 data points. Treatments were classified by pathophysiological target: apoptosis, axonal transport, cellular chemistry, energetics, neuron excitability, inflammation, oxidative stress, proteomics, or systemic function. Outcome assessment modalities included onset delay, health status (rotarod performance, body weight, grip strength), and survival duration. Pairwise statistical analysis (two-tailed -test with Bonferroni correction) of normalized fold change (treatment/control) assessed significant differences in treatment efficacy. Cohen's quantified pathophysiological treatment category effect size compared to "all" (e.g., all pathophysiological treatment categories combined).

RESULTS

Inflammation treatments were best at delaying onset ( = 0.42, > 0.05). Oxidative stress treatments were significantly better for prolonging survival duration ( = 0.18, < 0.05). Excitability treatments were significantly better for prolonging overall health status ( = 0.22, < 0.05). However, the absolute best pathophysiological treatment category for prolonging health status varied with disease progression: oxidative stress was best for pre-onset health ( = 0.18, > 0.05); excitability was best for prolonging function near onset ( = 0.34, < 0.05); inflammation was best for prolonging post-onset function ( = 0.24, > 0.05); and apoptosis was best for prolonging end-stage function ( = 0.49, > 0.05). Finally, combination treatments simultaneously targeting multiple pathophysiological categories (e.g., polytherapy) performed significantly ( < 0.05) better than monotherapies at end-stage.

DISCUSSION

In summary, the most effective pathophysiological treatments change as function of assessment modality and disease progression. Shifting pathophysiological treatment category efficacy with disease progression supports the homeostatic instability theory of ALS disease progression.

摘要

引言

肌萎缩侧索硬化症(ALS)是一种导致瘫痪的多因素神经退行性疾病,治疗方法有限且尚无治愈方法。本研究的目标是确定哪些病理生理治疗靶点似乎最有益。

方法

采用大数据方法分析高拷贝SOD1 G93A实验数据。二级数据集包括227项已发表的研究和4296个数据点。治疗方法按病理生理靶点分类:细胞凋亡、轴突运输、细胞化学、能量代谢、神经元兴奋性、炎症、氧化应激、蛋白质组学或全身功能。结果评估方式包括发病延迟、健康状况(转棒试验表现、体重、握力)和存活时间。对标准化倍数变化(治疗组/对照组)进行成对统计分析(双侧t检验并进行Bonferroni校正),以评估治疗效果的显著差异。Cohen's d量化了与“所有”(例如,所有病理生理治疗类别合并)相比的病理生理治疗类别效应大小。

结果

炎症治疗在延迟发病方面效果最佳(d = 0.42,p > 0.05)。氧化应激治疗在延长存活时间方面显著更好(d = 0.18,p < 0.05)。兴奋性治疗在延长整体健康状况方面显著更好(d = 0.22,p < 0.05)。然而,延长健康状况的绝对最佳病理生理治疗类别随疾病进展而变化:氧化应激对发病前健康状况最佳(d = 0.18,p > 0.05);兴奋性对发病附近功能延长最佳(d = 0.34,p < 0.05);炎症对发病后功能延长最佳(d = 0.24,p > 0.05);细胞凋亡对终末期功能延长最佳(d = 0.49,p > 0.05)。最后,在终末期,同时针对多个病理生理类别的联合治疗(例如,多药联合治疗)的表现显著优于单一疗法(p < 0.05)。

讨论

总之,最有效的病理生理治疗方法会随着评估方式和疾病进展而变化。病理生理治疗类别疗效随疾病进展而变化支持了ALS疾病进展的稳态不稳定理论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e18/9893287/d456275cd4fd/fnins-16-1111763-g001.jpg

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