Hamilton Se-Hwee Oh, Deniz Yagmur Urey, Linda Karlsson, Zeyu Zhu, Yuanyuan Shen, Amelia Farinas, Jigyasha Timsina, Michael R. Duggan, Jingsha Chen, Ian H. Guldner, Nader Morshed, Chengran Yang, Daniel Western, Muhammad Ali, Yann Le Guen, Alexandra Trelle, Sanna-Kaisa Herukka, Tuomas Rauramaa, Mikko Hiltunen, Anssi Lipponen, Antti J. Luikku, Kathleen L. Poston, Elizabeth Mormino, Anthony D. Wagner, Edward N. Wilson, Divya Channappa, Ville Leinonen, Beth Stevens, Alexander J. Ehrenberg, Rebecca F. Gottesman, Josef Coresh, Keenan A. Walker, Henrik Zetterberg, David A. Bennett, Nicolai Franzmeier, Oskar Hansson, Carlos Cruchaga, Tony Wyss-Coray
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引用次数: 0
摘要
阿尔茨海默病(AD)的认知能力下降率差异极大。虽然淀粉样蛋白-β(Aβ)和 tau 蛋白的生物标记物(阿氏痴呆症的标志性病理特征)改善了基于病理学的诊断,但它们只能解释阿氏痴呆症相关认知障碍(CI)差异的 20-40%。为了发现 AD 中 CI 的新型生物标志物,我们对来自六个主要前瞻性 AD 病例对照队列的 3,397 人进行了脑脊液(CSF)蛋白质组学研究。突触蛋白与 CI 的相关性最强,与 Aβ 和 tau 无关。通过机器学习,我们得出了 CSF YWHAG:NPTX2 突触蛋白比值,该比值对 Aβ+ 和磷酸化 tau+ (A+T1+)个体 CI 变异的解释率为 27%,高于 CSF pTau181:Aβ42;对 tau 正电子发射断层扫描的解释率为 11%,高于 CSF 神经丝蛋白、生长相关蛋白 43 和神经粒蛋白;对 Aβ+ 和磷酸化 tau+ (A+T1+)个体 CI 变异的解释率为 28%。CSF YWHAG:NPTX2 也随着正常衰老和常染色体显性 AD 突变携带者估计症状出现前 20 年而增加。在认知预后方面,CSF YWHAG:NPTX2 预测了从 A+T1+ 认知正常到轻度认知障碍的转变(标准偏差增加危险比 = 3.0,P = 7.0 × 10-4)和 A+T1+ 轻度认知障碍转为痴呆(标准差增加危险比 = 2.2,P = 8.2 × 10-16),随访 15 年,调整 CSF pTau181:Aβ42、CSF neurofilament、CSF neurogranin、CSF 生长相关蛋白 43、年龄、APOE4 和性别。我们还建立了 CI 的血浆蛋白质组特征,并对 13,401 份样本进行了评估,结果部分再现了 CSF YWHAG:NPTX2 的特征。总之,我们的研究结果表明,CSF YWHAG:NPTX2 是认知恢复能力相对于 AD 发病和进展的可靠预后生物标志物,突出了血浆蛋白质组学取代 CSF 测量的潜力,并进一步表明突触功能障碍是 AD 痴呆症的核心驱动因素。
A cerebrospinal fluid synaptic protein biomarker for prediction of cognitive resilience versus decline in Alzheimer’s disease
Rates of cognitive decline in Alzheimer’s disease (AD) are extremely heterogeneous. Although biomarkers for amyloid-beta (Aβ) and tau proteins, the hallmark AD pathologies, have improved pathology-based diagnosis, they explain only 20–40% of the variance in AD-related cognitive impairment (CI). To discover novel biomarkers of CI in AD, we performed cerebrospinal fluid (CSF) proteomics on 3,397 individuals from six major prospective AD case–control cohorts. Synapse proteins emerged as the strongest correlates of CI, independent of Aβ and tau. Using machine learning, we derived the CSF YWHAG:NPTX2 synapse protein ratio, which explained 27% of the variance in CI beyond CSF pTau181:Aβ42, 11% beyond tau positron emission tomography, and 28% beyond CSF neurofilament, growth-associated protein 43 and neurogranin in Aβ+ and phosphorylated tau+ (A+T1+) individuals. CSF YWHAG:NPTX2 also increased with normal aging and 20 years before estimated symptom onset in carriers of autosomal dominant AD mutations. Regarding cognitive prognosis, CSF YWHAG:NPTX2 predicted conversion from A+T1+ cognitively normal to mild cognitive impairment (standard deviation increase hazard ratio = 3.0, P = 7.0 × 10–4) and A+T1+ mild cognitive impairment to dementia (standard deviation increase hazard ratio = 2.2, P = 8.2 × 10–16) over a 15-year follow-up, adjusting for CSF pTau181:Aβ42, CSF neurofilament, CSF neurogranin, CSF growth-associated protein 43, age, APOE4 and sex. We also developed a plasma proteomic signature of CI, which we evaluated in 13,401 samples, which partly recapitulated CSF YWHAG:NPTX2. Overall, our findings underscore CSF YWHAG:NPTX2 as a robust prognostic biomarker for cognitive resilience versus AD onset and progression, highlight the potential of plasma proteomics in replacing CSF measurement and further implicate synapse dysfunction as a core driver of AD dementia.
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