Dayon Loïc, Guiraud Seu Ping, Corthésy John, Da Silva Laeticia, Migliavacca Eugenia, Tautvydaitė Domilė, Oikonomidi Aikaterini, Moullet Barbara, Henry Hugues, Métairon Sylviane, Marquis Julien, Descombes Patrick, Collino Sebastiano, Martin François-Pierre J, Montoliu Ivan, Kussmann Martin, Wojcik Jérôme, Bowman Gene L, Popp Julius
Nestlé Institute of Health Sciences, École Polytechnique Fédérale de Lausanne (EPFL) Innovation Park, Bâtiment H, 1015, Lausanne, Switzerland.
Old Age Psychiatry, Department of Psychiatry, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland.
Alzheimers Res Ther. 2017 Jun 17;9(1):43. doi: 10.1186/s13195-017-0270-x.
Hyperhomocysteinemia is a risk factor for cognitive decline and dementia, including Alzheimer disease (AD). Homocysteine (Hcy) is a sulfur-containing amino acid and metabolite of the methionine pathway. The interrelated methionine, purine, and thymidylate cycles constitute the one-carbon metabolism that plays a critical role in the synthesis of DNA, neurotransmitters, phospholipids, and myelin. In this study, we tested the hypothesis that one-carbon metabolites beyond Hcy are relevant to cognitive function and cerebrospinal fluid (CSF) measures of AD pathology in older adults.
Cross-sectional analysis was performed on matched CSF and plasma collected from 120 older community-dwelling adults with (n = 72) or without (n = 48) cognitive impairment. Liquid chromatography-mass spectrometry was performed to quantify one-carbon metabolites and their cofactors. Least absolute shrinkage and selection operator (LASSO) regression was initially applied to clinical and biomarker measures that generate the highest diagnostic accuracy of a priori-defined cognitive impairment (Clinical Dementia Rating-based) and AD pathology (i.e., CSF tau phosphorylated at threonine 181 [p-tau181]/β-Amyloid 1-42 peptide chain [Aβ] >0.0779) to establish a reference benchmark. Two other LASSO-determined models were generated that included the one-carbon metabolites in CSF and then plasma. Correlations of CSF and plasma one-carbon metabolites with CSF amyloid and tau were explored. LASSO-determined models were stratified by apolipoprotein E (APOE) ε4 carrier status.
The diagnostic accuracy of cognitive impairment for the reference model was 80.8% and included age, years of education, Aβ, tau, and p-tau181. A model including CSF cystathionine, methionine, S-adenosyl-L-homocysteine (SAH), S-adenosylmethionine (SAM), serine, cysteine, and 5-methyltetrahydrofolate (5-MTHF) improved the diagnostic accuracy to 87.4%. A second model derived from plasma included cystathionine, glycine, methionine, SAH, SAM, serine, cysteine, and Hcy and reached a diagnostic accuracy of 87.5%. CSF SAH and 5-MTHF were associated with CSF tau and p-tau181. Plasma one-carbon metabolites were able to diagnose subjects with a positive CSF profile of AD pathology in APOE ε4 carriers.
We observed significant improvements in the prediction of cognitive impairment by adding one-carbon metabolites. This is partially explained by associations with CSF tau and p-tau181, suggesting a role for one-carbon metabolism in the aggregation of tau and neuronal injury. These metabolites may be particularly critical in APOE ε4 carriers.
高同型半胱氨酸血症是认知功能衰退和痴呆(包括阿尔茨海默病[AD])的一个风险因素。同型半胱氨酸(Hcy)是一种含硫氨基酸,也是甲硫氨酸代谢途径的代谢产物。相互关联的甲硫氨酸、嘌呤和胸苷酸循环构成了一碳代谢,其在DNA、神经递质、磷脂和髓磷脂的合成中起着关键作用。在本研究中,我们检验了这样一个假设,即除Hcy之外的一碳代谢产物与老年人的认知功能以及AD病理学的脑脊液(CSF)指标相关。
对从120名社区居住的老年人中采集的匹配的CSF和血浆进行横断面分析,这些老年人有(n = 72)或无(n = 48)认知障碍。采用液相色谱 - 质谱法对一碳代谢产物及其辅因子进行定量。最初将最小绝对收缩和选择算子(LASSO)回归应用于临床和生物标志物指标,这些指标能产生先验定义的认知障碍(基于临床痴呆评定量表)和AD病理学(即CSF中苏氨酸181位点磷酸化的tau蛋白[p - tau181]/β - 淀粉样蛋白1 - 42肽链[Aβ] > 0.0779)的最高诊断准确性,以建立一个参考基准。生成了另外两个由LASSO确定的模型,一个包含CSF中的一碳代谢产物,另一个包含血浆中的一碳代谢产物。探讨了CSF和血浆一碳代谢产物与CSF淀粉样蛋白和tau蛋白的相关性。根据载脂蛋白E(APOE)ε4携带者状态对LASSO确定的模型进行分层。
参考模型对认知障碍的诊断准确性为80.8%,包括年龄、受教育年限、Aβ、tau蛋白和p - tau181。一个包含CSF中胱硫醚、甲硫氨酸、S - 腺苷 - L - 高半胱氨酸(SAH)、S - 腺苷甲硫氨酸(SAM)、丝氨酸、半胱氨酸和5 - 甲基四氢叶酸(5 - MTHF)的模型将诊断准确性提高到了87.4%。另一个源自血浆的模型包含胱硫醚、甘氨酸、甲硫氨酸、SAH、SAM、丝氨酸、半胱氨酸和Hcy,诊断准确性达到了87.5%。CSF中的SAH和5 - MTHF与CSF中的tau蛋白和p - tau181相关。血浆中的一碳代谢产物能够诊断APOE ε4携带者中具有AD病理学阳性CSF特征的受试者。
我们观察到通过添加一碳代谢产物,在认知障碍预测方面有显著改善。这部分可通过与CSF中tau蛋白和p - tau181的关联来解释,表明一碳代谢在tau蛋白聚集和神经元损伤中起作用。这些代谢产物在APOE ε4携带者中可能尤为关键。