Multi-analyte proteomic analysis identifies blood-based neuroinflammation, cerebrovascular and synaptic biomarkers in preclinical Alzheimer's disease.

IF 14.9 1区 医学 Q1 NEUROSCIENCES Molecular Neurodegeneration Pub Date : 2024-10-10 DOI:10.1186/s13024-024-00753-5
Xuemei Zeng, Tara K Lafferty, Anuradha Sehrawat, Yijun Chen, Pamela C L Ferreira, Bruna Bellaver, Guilherme Povala, M Ilyas Kamboh, William E Klunk, Ann D Cohen, Oscar L Lopez, Milos D Ikonomovic, Tharick A Pascoal, Mary Ganguli, Victor L Villemagne, Beth E Snitz, Thomas K Karikari
{"title":"Multi-analyte proteomic analysis identifies blood-based neuroinflammation, cerebrovascular and synaptic biomarkers in preclinical Alzheimer's disease.","authors":"Xuemei Zeng, Tara K Lafferty, Anuradha Sehrawat, Yijun Chen, Pamela C L Ferreira, Bruna Bellaver, Guilherme Povala, M Ilyas Kamboh, William E Klunk, Ann D Cohen, Oscar L Lopez, Milos D Ikonomovic, Tharick A Pascoal, Mary Ganguli, Victor L Villemagne, Beth E Snitz, Thomas K Karikari","doi":"10.1186/s13024-024-00753-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Blood-based biomarkers are gaining grounds for the detection of Alzheimer's disease (AD) and related disorders (ADRDs). However, two key obstacles remain: the lack of methods for multi-analyte assessments and the need for biomarkers for related pathophysiological processes like neuroinflammation, vascular, and synaptic dysfunction. A novel proteomic method for pre-selected analytes, based on proximity extension technology, was recently introduced. Referred to as the NULISAseq CNS disease panel, the assay simultaneously measures ~ 120 analytes related to neurodegenerative diseases, including those linked to both core (i.e., tau and amyloid-beta (Aβ)) and non-core AD processes. This study aimed to evaluate the technical and clinical performance of this novel targeted proteomic panel.</p><p><strong>Methods: </strong>The NULISAseq CNS disease panel was applied to 176 plasma samples from 113 individuals in the MYHAT-NI cohort of predominantly cognitively normal participants from an economically underserved region in southwestern Pennsylvania, USA. Classical AD biomarkers, including p-tau181, p-tau217, p-tau231, GFAP, NEFL, Aβ40, and Aβ42, were independently measured using Single Molecule Array (Simoa) and correlations and diagnostic performances compared. Aβ pathology, tau pathology, and neurodegeneration (AT(N) statuses) were evaluated with [<sup>11</sup>C] PiB PET, [<sup>18</sup>F]AV-1451 PET, and an MRI-based AD-signature composite cortical thickness index, respectively. Linear mixed models were used to examine cross-sectional and Wilcoxon rank sum tests for longitudinal associations between NULISA and neuroimaging-determined AT(N) biomarkers.</p><p><strong>Results: </strong>NULISA concurrently measured 116 plasma biomarkers with good technical performance (97.2 ± 13.9% targets gave signals above assay limits of detection), and significant correlation with Simoa assays for the classical biomarkers. Cross-sectionally, p-tau217 was the top hit to identify Aβ pathology, with age, sex, and APOE genotype-adjusted AUC of 0.930 (95%CI: 0.878-0.983). Fourteen markers were significantly decreased in Aβ-PET + participants, including TIMP3, BDNF, MDH1, and several cytokines. Longitudinally, FGF2, IL4, and IL9 exhibited Aβ PET-dependent yearly increases in Aβ-PET + participants. Novel plasma biomarkers with tau PET-dependent longitudinal changes included proteins associated with neuroinflammation, synaptic function, and cerebrovascular integrity, such as CHIT1, CHI3L1, NPTX1, PGF, PDGFRB, and VEGFA; all previously linked to AD but only reliable when measured in cerebrospinal fluid. The autophagosome cargo protein SQSTM1 exhibited significant association with neurodegeneration after adjusting age, sex, and APOE ε4 genotype.</p><p><strong>Conclusions: </strong>Together, our results demonstrate the feasibility and potential of immunoassay-based multiplexing to provide a comprehensive view of AD-associated proteomic changes, consistent with the recently revised biological and diagnostic framework. Further validation of the identified inflammation, synaptic, and vascular markers will be important for establishing disease state markers in asymptomatic AD.</p>","PeriodicalId":18800,"journal":{"name":"Molecular Neurodegeneration","volume":"19 1","pages":"68"},"PeriodicalIF":14.9000,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11465638/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Neurodegeneration","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13024-024-00753-5","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Blood-based biomarkers are gaining grounds for the detection of Alzheimer's disease (AD) and related disorders (ADRDs). However, two key obstacles remain: the lack of methods for multi-analyte assessments and the need for biomarkers for related pathophysiological processes like neuroinflammation, vascular, and synaptic dysfunction. A novel proteomic method for pre-selected analytes, based on proximity extension technology, was recently introduced. Referred to as the NULISAseq CNS disease panel, the assay simultaneously measures ~ 120 analytes related to neurodegenerative diseases, including those linked to both core (i.e., tau and amyloid-beta (Aβ)) and non-core AD processes. This study aimed to evaluate the technical and clinical performance of this novel targeted proteomic panel.

Methods: The NULISAseq CNS disease panel was applied to 176 plasma samples from 113 individuals in the MYHAT-NI cohort of predominantly cognitively normal participants from an economically underserved region in southwestern Pennsylvania, USA. Classical AD biomarkers, including p-tau181, p-tau217, p-tau231, GFAP, NEFL, Aβ40, and Aβ42, were independently measured using Single Molecule Array (Simoa) and correlations and diagnostic performances compared. Aβ pathology, tau pathology, and neurodegeneration (AT(N) statuses) were evaluated with [11C] PiB PET, [18F]AV-1451 PET, and an MRI-based AD-signature composite cortical thickness index, respectively. Linear mixed models were used to examine cross-sectional and Wilcoxon rank sum tests for longitudinal associations between NULISA and neuroimaging-determined AT(N) biomarkers.

Results: NULISA concurrently measured 116 plasma biomarkers with good technical performance (97.2 ± 13.9% targets gave signals above assay limits of detection), and significant correlation with Simoa assays for the classical biomarkers. Cross-sectionally, p-tau217 was the top hit to identify Aβ pathology, with age, sex, and APOE genotype-adjusted AUC of 0.930 (95%CI: 0.878-0.983). Fourteen markers were significantly decreased in Aβ-PET + participants, including TIMP3, BDNF, MDH1, and several cytokines. Longitudinally, FGF2, IL4, and IL9 exhibited Aβ PET-dependent yearly increases in Aβ-PET + participants. Novel plasma biomarkers with tau PET-dependent longitudinal changes included proteins associated with neuroinflammation, synaptic function, and cerebrovascular integrity, such as CHIT1, CHI3L1, NPTX1, PGF, PDGFRB, and VEGFA; all previously linked to AD but only reliable when measured in cerebrospinal fluid. The autophagosome cargo protein SQSTM1 exhibited significant association with neurodegeneration after adjusting age, sex, and APOE ε4 genotype.

Conclusions: Together, our results demonstrate the feasibility and potential of immunoassay-based multiplexing to provide a comprehensive view of AD-associated proteomic changes, consistent with the recently revised biological and diagnostic framework. Further validation of the identified inflammation, synaptic, and vascular markers will be important for establishing disease state markers in asymptomatic AD.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
多分析蛋白组分析确定了临床前阿尔茨海默病中基于血液的神经炎症、脑血管和突触生物标记物。
背景:基于血液的生物标志物在检测阿尔茨海默病(AD)及相关疾病(ADRDs)方面的应用越来越广泛。然而,两个关键障碍依然存在:缺乏多分析物评估方法,以及需要神经炎症、血管和突触功能障碍等相关病理生理过程的生物标记物。最近推出了一种基于邻近延伸技术的预选分析物的新型蛋白质组学方法。该检测方法被称为NULISAseq中枢神经系统疾病面板,可同时检测约120种与神经退行性疾病相关的分析物,包括与核心(即tau和淀粉样β(Aβ))和非核心AD过程相关的分析物。本研究旨在评估这种新型靶向蛋白质组面板的技术和临床性能:方法:NULISAseq中枢神经系统疾病研究小组对来自美国宾夕法尼亚州西南部经济欠发达地区的MYHAT-NI队列中113人的176份血浆样本进行了检测,这些人主要认知正常。使用单分子阵列(Simoa)独立测量了经典的AD生物标记物,包括p-tau181、p-tau217、p-tau231、GFAP、NEFL、Aβ40和Aβ42,并比较了相关性和诊断性能。分别用[11C] PiB PET、[18F]AV-1451 PET和基于MRI的AD标志复合皮层厚度指数评估Aβ病理、tau病理和神经变性(AT(N)状态)。采用线性混合模型检验NULISA与神经影像学确定的AT(N)生物标志物之间的横向联系,并采用Wilcoxon秩和检验进行纵向联系检验:NULISA同时测定了116种血浆生物标志物,技术性能良好(97.2 ± 13.9%的靶标信号高于检测限),与Simoa经典生物标志物测定结果具有显著相关性。从横断面来看,p-tau217 是识别 Aβ 病理学的最佳指标,经年龄、性别和 APOE 基因型调整后的 AUC 为 0.930(95%CI:0.878-0.983)。在 Aβ-PET + 参与者中,有 14 种标记物明显减少,包括 TIMP3、BDNF、MDH1 和几种细胞因子。纵向来看,Aβ-PET + 参与者体内的 FGF2、IL4 和 IL9 会随着 Aβ PET 的增加而逐年增加。与tau PET相关的纵向变化的新型血浆生物标志物包括与神经炎症、突触功能和脑血管完整性相关的蛋白质,如CHIT1、CHI3L1、NPTX1、PGF、PDGFRB和VEGFA;这些蛋白质以前都与AD有关,但只有在脑脊液中测量时才可靠。在调整年龄、性别和 APOE ε4 基因型后,自噬体货物蛋白 SQSTM1 显示出与神经变性的显著相关性:总之,我们的研究结果证明了基于免疫测定的多路复用技术的可行性和潜力,它能全面反映与AD相关的蛋白质组变化,这与最近修订的生物学和诊断框架是一致的。进一步验证已确定的炎症、突触和血管标记物对于确定无症状AD的疾病状态标记物非常重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Molecular Neurodegeneration
Molecular Neurodegeneration 医学-神经科学
CiteScore
23.00
自引率
4.60%
发文量
78
审稿时长
6-12 weeks
期刊介绍: Molecular Neurodegeneration, an open-access, peer-reviewed journal, comprehensively covers neurodegeneration research at the molecular and cellular levels. Neurodegenerative diseases, such as Alzheimer's, Parkinson's, Huntington's, and prion diseases, fall under its purview. These disorders, often linked to advanced aging and characterized by varying degrees of dementia, pose a significant public health concern with the growing aging population. Recent strides in understanding the molecular and cellular mechanisms of these neurodegenerative disorders offer valuable insights into their pathogenesis.
期刊最新文献
Targeted long-read sequencing to quantify methylation of the C9orf72 repeat expansion Dementia with lewy bodies patients with high tau levels display unique proteome profiles Correction: The Parkinson’s disease risk gene cathepsin B promotes fibrillar alpha-synuclein clearance, lysosomal function and glucocerebrosidase activity in dopaminergic neurons Mystery of gamma wave stimulation in brain disorders Microglial CD2AP deficiency exerts protection in an Alzheimer’s disease model of amyloidosis
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1