Longitudinal Metabolomics in Amyotrophic Lateral Sclerosis Implicates Impaired Lipid Metabolism

IF 7.7 1区 医学 Q1 CLINICAL NEUROLOGY Annals of Neurology Pub Date : 2025-02-20 DOI:10.1002/ana.27208
Kai Guo PhD, Masha G. Savelieff PhD, Dae-Gyu Jang PhD, Samuel J. Teener BSc, Lili Zhao PhD, Junguk Hur PhD, Stephen A. Goutman MD, MS, Eva L. Feldman MD, PhD
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Abstract

Objective

Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease characterized by altered metabolome and energy homeostasis, manifesting with body mass index changes and hypermetabolism—both prognostic of disease progression and survival. The cross-sectional ALS metabolome has been characterized, but longitudinal correlations to functional decline are lacking.

Methods

We longitudinally evaluated metabolomes from ALS plasma and terminal postmortem spinal cord and brain motor cortex tissue. We constructed 3 plasma models. A linear mixed effects model correlated all metabolite levels across all timepoints to their corresponding functional scores. An interaction model predicted a longitudinal change in function from baseline metabolites, whereas a progression model identified metabolites linked to a 20% or 50% drop in function. In postmortem samples, differential metabolites in onset versus second spinal cord segments served as a surrogate of disease progression. Mendelian randomization assessed potential causality from metabolites.

Results

In plasma, all models primarily selected lipid metabolites and sub-pathways, in addition to amino acids, xenobiotics, and various less frequently selected pathways. Among lipids, fatty acids and sphingomyelins were predominant, along with plasmalogens, phosphatidylcholines, and lysophospholipids. Sex interaction findings were nominal. In the spinal cord, sphingomyelin and long-chain saturated and monounsaturated fatty acids were more abundant in the onset segment tissue, whereas phosphatidylcholines and phosphatidylethanolamines were less abundant. Mendelian randomization suggested that impaired carnitine and short chain acylcarnitine metabolism may be genetically determined in ALS, along with various antioxidant derivatives.

Interpretation

Our findings suggest metabolomic changes primarily involving different lipid classes and carnitine metabolism may underscore ALS severity and progression. ANN NEUROL 2025;98:19–34

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肌萎缩性侧索硬化症的纵向代谢组学与脂质代谢受损有关。
目的:肌萎缩性侧索硬化症(ALS)是一种致命的神经退行性疾病,以代谢组和能量稳态改变为特征,表现为体重指数改变和高代谢——疾病进展和生存的预后。横断面ALS代谢组已被表征,但缺乏与功能衰退的纵向相关性。方法:我们纵向评估了ALS血浆和死后末期脊髓和脑运动皮质组织的代谢组。我们构建了3个等离子体模型。线性混合效应模型将所有时间点的所有代谢物水平与其相应的功能评分相关联。相互作用模型预测了基线代谢物的功能纵向变化,而进展模型确定代谢物与功能下降20%或50%有关。在死后样本中,发病与第二脊髓节段的代谢物差异可作为疾病进展的替代指标。孟德尔随机化评估了代谢物的潜在因果关系。结果:在血浆中,所有模型主要选择脂质代谢物和亚途径,此外还有氨基酸、异种生物和各种较少选择的途径。在脂质中,脂肪酸和鞘磷脂占优势,磷脂原、磷脂酰胆碱和溶血磷脂也占优势。性互动的结果是微不足道的。在脊髓中,鞘磷脂和长链饱和脂肪酸和单不饱和脂肪酸在起始节段组织中含量较多,磷脂酰胆碱和磷脂酰乙醇胺含量较少。孟德尔随机化表明,肌萎缩性侧索硬化患者的肉毒碱和短链酰基肉毒碱代谢受损可能与各种抗氧化剂衍生物一起由基因决定。解释:我们的研究结果表明,代谢组学变化主要涉及不同的脂类和肉碱代谢,可能强调ALS的严重程度和进展。Ann neurol 2025。
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来源期刊
Annals of Neurology
Annals of Neurology 医学-临床神经学
CiteScore
18.00
自引率
1.80%
发文量
270
审稿时长
3-8 weeks
期刊介绍: Annals of Neurology publishes original articles with potential for high impact in understanding the pathogenesis, clinical and laboratory features, diagnosis, treatment, outcomes and science underlying diseases of the human nervous system. Articles should ideally be of broad interest to the academic neurological community rather than solely to subspecialists in a particular field. Studies involving experimental model system, including those in cell and organ cultures and animals, of direct translational relevance to the understanding of neurological disease are also encouraged.
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