CNC-Center for Neuroscience and Cell Biology, CIBB - Centre for Innovative Biomedicine and Biotechnology, University of Coimbra, Coimbra, Portugal.
CISUC-Center for Informatics & Systems, University of Coimbra, Coimbra, Portugal.
Mol Neurobiol. 2022 Oct;59(10):6373-6396. doi: 10.1007/s12035-022-02980-7. Epub 2022 Aug 6.
Amyotrophic lateral sclerosis (ALS) is a devastating neurodegenerative disease with a rapid progression and no effective treatment. Metabolic and mitochondrial alterations in peripheral tissues of ALS patients may present diagnostic and therapeutic interest. We aimed to identify mitochondrial fingerprints in lymphoblast from ALS patients harboring SOD1 mutations (mutSOD1) or with unidentified mutations (undSOD1), compared with age-/sex-matched controls. Three groups of lymphoblasts, from mutSOD1 or undSOD1 ALS patients and age-/sex-matched controls, were obtained from Coriell Biobank and divided into 3 age-/sex-matched cohorts. Mitochondria-associated metabolic pathways were analyzed using Seahorse MitoStress and ATP Rate assays, complemented with metabolic phenotype microarrays, metabolite levels, gene expression, and protein expression and activity. Pooled (all cohorts) and paired (intra-cohort) analyses were performed by using bioinformatic tools, and the features with higher information gain values were selected and used for principal component analysis and Naïve Bayes classification. Considering the group as a target, the features that contributed to better segregation of control, undSOD1, and mutSOD1 were found to be the protein levels of Tfam and glycolytic ATP production rate. Metabolic phenotypic profiles in lymphoblasts from ALS patients with mutSOD1 and undSOD1 revealed unique age-dependent different substrate oxidation profiles. For most parameters, different patterns of variation in experimental endpoints in lymphoblasts were found between cohorts, which may be due to the age or sex of the donor. In the present work, we investigated several metabolic and mitochondrial hallmarks in lymphoblasts from each donor, and although a high heterogeneity of results was found, we identified specific metabolic and mitochondrial fingerprints, especially protein levels of Tfam and glycolytic ATP production rate, that may have a diagnostic and therapeutic interest.
肌萎缩侧索硬化症(ALS)是一种具有快速进展和无有效治疗方法的毁灭性神经退行性疾病。ALS 患者外周组织的代谢和线粒体改变可能具有诊断和治疗意义。我们旨在鉴定携 SOD1 突变(mutSOD1)或未鉴定突变(undSOD1)的 ALS 患者的淋巴细胞中的线粒体指纹,与年龄和性别匹配的对照组相比。从 Coriell Biobank 获得了来自 mutSOD1 或 undSOD1 ALS 患者和年龄/性别匹配的对照组的三组淋巴细胞,并将其分为 3 个年龄/性别匹配的队列。使用 Seahorse MitoStress 和 ATP 速率测定法分析与线粒体相关的代谢途径,补充代谢表型微阵列、代谢物水平、基因表达和蛋白质表达和活性。通过使用生物信息学工具进行了合并(所有队列)和配对(队列内)分析,选择了具有更高信息增益值的特征,并用于主成分分析和 Naïve Bayes 分类。考虑到组作为目标,发现有助于更好地分离对照组、undSOD1 和 mutSOD1 的特征是 Tfam 的蛋白质水平和糖酵解 ATP 产生速率。mutSOD1 和 undSOD1 ALS 患者的淋巴细胞的代谢表型谱揭示了独特的年龄依赖性不同的底物氧化谱。对于大多数参数,在淋巴细胞中实验终点的变化模式在队列之间发现不同,这可能是由于供体的年龄或性别所致。在本工作中,我们从每个供体研究了几种代谢和线粒体特征,尽管结果存在高度异质性,但我们确定了特定的代谢和线粒体指纹,特别是 Tfam 的蛋白质水平和糖酵解 ATP 产生速率,这可能具有诊断和治疗意义。