Nagata Yuki, Hirayama Akiyoshi, Ikeda Satsuki, Shirahata Aoi, Shoji Futaba, Maruyama Midori, Kayano Mitsunori, Bundo Masahiko, Hattori Kotaro, Yoshida Sumiko, Goto Yu-Ichi, Urakami Katsuya, Soga Tomoyoshi, Ozaki Kouichi, Niida Shumpei
1Medical Genome Center, National Center for Geriatrics and Gerontology, 7-430 Morioka-cho, Obu, Aichi 474-8511 Japan.
2Institute for Advanced Biosciences, Keio University, 246-2 Mizukami, Kakuganji, Tsuruoka, Yamagata 997-0052 Japan.
Biomark Res. 2018 Jan 22;6:5. doi: 10.1186/s40364-018-0119-x. eCollection 2018.
Alzheimer's disease (AD) is a most common dementia in elderly people. Since AD symptoms resemble those of other neurodegenerative diseases, including idiopathic normal pressure hydrocephalus (iNPH), it is difficult to distinguish AD from iNPH for a precise and early diagnosis. iNPH is caused by the accumulation of cerebrospinal fluid (CSF) and involves gait disturbance, urinary incontinence, and dementia. iNPH is treatable with shunt operation which removes accumulated CSF from the brain ventricles.
We performed metabolomic analysis in the CSF of patients with AD and iNPH with capillary electrophoresis-mass spectrometry. We assessed metabolites to discriminate between AD and iNPH with Welch's -test, receiver operating characteristic (ROC) curve analysis, and multiple logistic regression analysis.
We found significant increased levels of glycerate and N-acetylneuraminate and significant decreased levels of serine and 2-hydroxybutyrate in the CSF of patients with AD compared to the CSF of patients with iNPH. The ROC curve analysis with these four metabolites showed that the area under the ROC curve was 0.90, indicating good discrimination between AD and iNPH.
This study identified four metabolites that could possibly discriminate between AD and iNPH, which previous research has shown are closely related to the risk factors, pathogenesis, and symptoms of AD. Analyzing pathway-specific metabolites in the CSF of patients with AD may further elucidate the mechanism and pathogenesis of AD.
阿尔茨海默病(AD)是老年人中最常见的痴呆症。由于AD症状与其他神经退行性疾病相似,包括特发性正常压力脑积水(iNPH),因此难以将AD与iNPH区分开来进行精确和早期诊断。iNPH由脑脊液(CSF)积聚引起,涉及步态障碍、尿失禁和痴呆。iNPH可通过分流手术治疗,该手术可从脑室清除积聚的脑脊液。
我们使用毛细管电泳-质谱法对AD和iNPH患者的脑脊液进行代谢组学分析。我们通过Welch检验、受试者工作特征(ROC)曲线分析和多元逻辑回归分析评估代谢物以区分AD和iNPH。
我们发现,与iNPH患者的脑脊液相比,AD患者脑脊液中甘油酸和N-乙酰神经氨酸水平显著升高,丝氨酸和2-羟基丁酸水平显著降低。对这四种代谢物进行的ROC曲线分析表明,ROC曲线下面积为0.90,表明AD和iNPH之间有良好的区分度。
本研究确定了四种可能区分AD和iNPH的代谢物,先前的研究表明这些代谢物与AD的危险因素、发病机制和症状密切相关。分析AD患者脑脊液中特定途径的代谢物可能会进一步阐明AD的机制和发病机制。