Unité Mixte de Recherche (UMR) MITOVASC, Centre National de la Recherche Scientifique (CNRS) 6015, Institut National de la Santé et de la Recherche Médicale (INSERM) U1083, Université d'Angers, 49933 Angers, France.
Département de Biochimie et Génétique, Centre Hospitalier Universitaire, 49933 Angers, France.
Hum Mol Genet. 2021 Mar 25;30(1):21-29. doi: 10.1093/hmg/ddab013.
Leber's hereditary optic neuropathy (LHON) is the most common disorder due to mitochondrial DNA mutations and complex I deficiency. It is characterized by an acute vision loss, generally in young adults, with a higher penetrance in males. How complex I dysfunction induces the peculiar LHON clinical presentation remains an unanswered question. To gain an insight into this question, we carried out a non-targeted metabolomic investigation using the plasma of 18 LHON patients, during the chronic phase of the disease, comparing them to 18 healthy controls. A total of 500 metabolites were screened of which 156 were accurately detected. A supervised Orthogonal Partial Least Squares-Discriminant Analysis (OPLS-DA) highlighted a robust model for disease prediction with a Q2 (cum) of 55.5%, with a reliable performance during the permutation test (cross-validation analysis of variance, P-value = 5.02284e-05) and a good prediction of a test set (P = 0.05). This model highlighted 10 metabolites with variable importance in the projection (VIP) > 0.8. Univariate analyses revealed nine discriminating metabolites, six of which were the same as those found in the Orthogonal Projections to Latent Structures Discriminant Analysis model. In total, the 13 discriminating metabolites identified underlining dietary metabolites (nicotinamide, taurine, choline, 1-methylhistidine and hippurate), mitochondrial energetic substrates (acetoacetate, glutamate and fumarate) and purine metabolism (inosine). The decreased concentration of taurine and nicotinamide (vitamin B3) suggest interesting therapeutic targets, given their neuroprotective roles that have already been demonstrated for retinal ganglion cells. Our results show a reliable predictive metabolomic signature in the plasma of LHON patients and highlighted taurine and nicotinamide deficiencies.
Leber 遗传性视神经病变(LHON)是最常见的由线粒体 DNA 突变和复合物 I 缺陷引起的疾病。它的特征是急性视力丧失,通常发生在年轻人中,男性的外显率更高。复合物 I 功能障碍如何引起 LHON 的特殊临床表现仍然是一个未解决的问题。为了深入了解这个问题,我们对 18 名 LHON 患者(疾病慢性期)和 18 名健康对照者的血浆进行了非靶向代谢组学研究。共筛选出 500 种代谢物,其中 156 种代谢物被准确检测到。正交偏最小二乘判别分析(OPLS-DA)的监督分析突出了一种用于疾病预测的稳健模型,其 Q2(累积)为 55.5%,在置换检验(方差交叉验证分析,P 值=5.02284e-05)中具有可靠的性能,并且对测试集具有良好的预测能力(P=0.05)。该模型突出了 10 种 VIP(投影变量重要性)值大于 0.8 的代谢物。单变量分析显示了 9 种有区别的代谢物,其中 6 种与正交偏最小二乘判别分析模型中发现的代谢物相同。总的来说,鉴定出的 13 种有区别的代谢物突出了饮食代谢物(烟酰胺、牛磺酸、胆碱、1-甲基组氨酸和马尿酸)、线粒体能量底物(乙酰乙酸盐、谷氨酸盐和富马酸盐)和嘌呤代谢物(肌苷)。牛磺酸和烟酰胺(维生素 B3)浓度的降低表明这些物质是很有前途的治疗靶点,因为它们已经被证明对视网膜神经节细胞具有神经保护作用。我们的研究结果显示,LHON 患者血浆中存在可靠的预测代谢组学特征,并突出了牛磺酸和烟酰胺的缺乏。