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Association and multimodal model of retinal and blood-based biomarkers for detection of preclinical Alzheimer's disease. 视网膜和血液生物标志物检测临床前阿尔茨海默病的关联和多模式模型。
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-10 DOI: 10.1186/s13195-024-01668-5
Swetha Ravichandran, Peter J Snyder, Jessica Alber, Charles F Murchison, Lauren E Chaby, Andreas Jeromin, Edmund Arthur

Background: The potential diagnostic value of plasma amyloidogenic beta residue 42/40 ratio (Aβ42/Aβ40 ratio), neurofilament light (NfL), tau phosphorylated at threonine-181 (p-tau181), and threonine-217 (p-tau217) has been extensively discussed in the literature. We have also previously described the association between retinal biomarkers and preclinical Alzheimer's disease (AD). The goal of this study was to evaluate the association, and a multimodal model of, retinal and plasma biomarkers for detection of preclinical AD.

Methods: We included 82 cognitively unimpaired (CU) participants (141 eyes; mean age: 67 years; range: 56-80) from the Atlas of Retinal Imaging in Alzheimer's Study (ARIAS). Blood samples were assessed for concentrations of Aβ42/Aβ40 ratio, NfL, p-tau181, and p-tau217 (ALZpath, Inc.) using Single molecule array (SIMOA) technology. The Spectralis II system (Heidelberg Engineering) was used to acquire macular centered Spectral Domain Optical Coherence Tomography (SD-OCT) images for evaluation of putative retinal gliosis surface area and macular retinal nerve fiber layer (mRNFL) thickness. For all participants, correlations (adjusted for age and correlation between eyes) were assessed between retinal and blood-based biomarkers. A subgroup cohort of 57 eyes from 32 participants with recent Aβ positron emission tomography (PET) results, comprising 18 preclinical patients (Aβ PET + ve, 32 eyes) and 14 controls (Aβ PET -ve, 25 eyes) with a mean age of 69 vs. 66, p = 0.06, was included for the assessment of a multimodal model to distinguish between the two groups. For this subgroup cohort, receiver operating characteristic (ROC) analysis was performed to compare the multimodal model of retinal and plasma biomarkers vs. each biomarker alone to distinguish between the two groups.

Results: Significant correlation was found between putative retinal gliosis and p-tau217 in the univariate mixed model (β = 0.48, p = 0.007) but not for the other plasma biomarkers (p > 0.05). This positive correlation was also retained in the multivariate mixed model (β = 0.43, p = 0.022). The multimodal ROC model based on retinal (gliosis area, inner inferior RNFL thickness, inner superior RNFL thickness, and inner nasal RNFL thickness) and plasma biomarkers (p-tau217 and Aβ42/Aβ40 ratio) had an excellent AUC of 0.97 (95% CI = 0.93-1.01; p < 0.001) compared to unimodal models of retinal and plasma biomarkers.

Conclusions: Our analyses show the potential of integrating retinal and blood-based biomarkers for improved detection and screening of preclinical AD.

背景:血浆淀粉样蛋白残留42/40比值(Aβ42/Aβ40比值)、神经丝光(NfL)、苏氨酸-181位点磷酸化的tau蛋白(p-tau181)和苏氨酸-217 (p-tau217)的潜在诊断价值已在文献中被广泛讨论。我们之前也描述了视网膜生物标志物与临床前阿尔茨海默病(AD)之间的关联。本研究的目的是评估视网膜和血浆生物标志物在临床前AD检测中的相关性和多模态模型。方法:我们纳入82名认知未受损(CU)参与者(141只眼睛;平均年龄:67岁;范围:56-80),来自阿尔茨海默病研究视网膜成像图谱(ARIAS)。采用单分子阵列(SIMOA)技术检测血样中a - β42/ a - β40比值、NfL、p-tau181和p-tau217 (ALZpath, Inc.)的浓度。采用海德堡工程公司(Heidelberg Engineering)的Spectralis II系统获取黄斑中心光谱域光学相干断层扫描(SD-OCT)图像,用于评估视网膜胶质增生表面积和黄斑视网膜神经纤维层(mRNFL)厚度。对于所有参与者,评估了视网膜和血液生物标志物之间的相关性(根据年龄和眼睛之间的相关性进行了调整)。来自32名最近获得Aβ正电子发射断层扫描(PET)结果的参与者的57只眼睛的亚组队列,包括18名临床前患者(Aβ PET + ve, 32只眼睛)和14名对照组(Aβ PET -ve, 25只眼睛),平均年龄为69岁对66岁,p = 0.06,用于评估多模态模型以区分两组。对于该亚组队列,进行受试者工作特征(ROC)分析,比较视网膜和血浆生物标志物的多模态模型与单独使用每种生物标志物的模型,以区分两组。结果:在单变量混合模型中,推测的视网膜胶质瘤与p-tau217之间存在显著相关性(β = 0.48, p = 0.007),而与其他血浆生物标志物之间无显著相关性(p < 0.05)。这种正相关在多变量混合模型中也保持不变(β = 0.43, p = 0.022)。基于视网膜(胶质瘤面积、内下RNFL厚度、内上RNFL厚度和内鼻RNFL厚度)和血浆生物标志物(p-tau217和a - β42/ a - β40比值)的多模态ROC模型的AUC为0.97 (95% CI = 0.93-1.01;结论:我们的分析显示了整合视网膜和血液生物标志物的潜力,可以改善临床前AD的检测和筛查。
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引用次数: 0
Association of antihypertensive drug target genes with alzheimer's disease: a mendelian randomization study. 降压药靶基因与阿尔茨海默病的关联:一项孟德尔随机研究
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-10 DOI: 10.1186/s13195-025-01671-4
He Zheng, Chaolei Chen, Yingqing Feng

Background: Epidemiological and genetic studies have elucidated associations between antihypertensive medication and Alzheimer's disease (AD), with the directionality of these associations varying upon the specific class of antihypertensive agents.

Methods: Genetic instruments for the expression of antihypertensive drug target genes were identified using expression quantitative trait loci (eQTL) in blood, which are associated with systolic blood pressure (SBP). Exposure was derived from existing eQTL data in blood from the eQTLGen consortium and in the brain from the PsychENCODE and subsequently replicated in GTEx V8 and BrainMeta V2. We performed two-sample Mendelian randomization (MR) to estimate the potential effect of different antihypertensive drug classes on AD using summary statistics from a meta-analysis (111,326 cases and 677,663 controls) and further replicated in FinnGen cohorts (9301 cases and 367,976 controls). The reverse causality detection, assessing horizontal pleiotropy, Bayesian co-localization, phenotype scanning, and protein quantitative trait loci (pQTL) analysis were implemented to consolidate the MR findings further.

Results: A 1-standard deviation (SD) lower expression of the angiotensin-converting enzyme (ACE) gene in blood was associated with a lower SBP of 3.92 (95% confidence interval (CI), 2.69-5.15) mmHg but an increased risk of AD (odds ratio (OR), 2.46; 95% CI, 1.82-3.33). A similar direction of association was also observed between ACE expression in prefrontal cortex (OR, 1.19; 95% CI, 1.10-1.28), frontal cortex (OR, 1.19; 95% CI, 1.11-1.27), cerebellum (OR, 1.13; 95% CI, 1.09-1.17), cortex (OR, 1.59; 95% CI, 1.33-1.28) and ACE protein levels in plasma (OR, 1.13; 95% CI, 1.09-1.17) and AD risk. Colocalization supports these results. Similar results were found in external validation. We found no evidence for an association between genetically estimated blood pressure (BP) and AD risk.

Conclusions: There findings suggest an adverse association of lower ACE messenger RNA and protein levels with an elevated risk of AD, irrespective of its BP-lowering effects. These findings warrant greater pharmacovigilance and further investigation into the effect of ACE inhibitors, particularly those that are centrally acting, on neurodegenerative symptoms in patients with AD.

背景:流行病学和遗传学研究已经阐明了抗高血压药物与阿尔茨海默病(AD)之间的关联,这些关联的方向性因抗高血压药物的具体类别而异。方法:利用血液中与收缩压(SBP)相关的表达数量性状位点(eQTL),鉴定抗高血压药物靶基因表达的遗传工具。暴露来自现有的eQTL数据,来自eQTLGen联盟的血液和来自PsychENCODE的大脑,随后在GTEx V8和BrainMeta V2中复制。我们采用两样本孟德尔随机化(MR)来估计不同抗高血压药物类别对AD的潜在影响,使用荟荟性分析(111,326例和677,663例对照)的汇总统计数据,并进一步在FinnGen队列(9301例和367,976例对照)中重复。通过反向因果关系检测、水平多效性评估、贝叶斯共定位、表型扫描和蛋白质数量性状位点(pQTL)分析,进一步巩固MR结果。结果:血液中血管紧张素转换酶(ACE)基因的1个标准偏差(SD)低表达与血压降低3.92(95%可信区间(CI), 2.69-5.15) mmHg相关,但AD的风险增加(优势比(OR), 2.46;95% ci, 1.82-3.33)。前额叶皮层ACE表达(OR, 1.19;95% CI, 1.10-1.28),额叶皮质(OR, 1.19;95% CI, 1.11-1.27),小脑(OR, 1.13;95% CI, 1.09-1.17),皮质(OR, 1.59;95% CI, 1.33-1.28)和血浆中ACE蛋白水平(OR, 1.13;95% CI, 1.09-1.17)和AD风险。共定位支持这些结果。在外部验证中也发现了类似的结果。我们没有发现遗传估计血压(BP)和AD风险之间存在关联的证据。结论:研究结果表明,无论其降血压效果如何,较低的ACE信使RNA和蛋白水平与AD风险升高存在不良关联。这些发现需要加强药物警戒,并进一步研究ACE抑制剂,特别是那些中枢作用的ACE抑制剂对AD患者神经退行性症状的影响。
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引用次数: 0
Neuropathological contributions to grey matter atrophy and white matter hyperintensities in amnestic dementia. 失忆性痴呆中灰质萎缩和白质高信号的神经病理学贡献。
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-09 DOI: 10.1186/s13195-024-01633-2
Diana Ortega-Cruz, Alberto Rabano, Bryan A Strange

Background: Dementia patients commonly present multiple neuropathologies, worsening cognitive function, yet structural neuroimaging signatures of dementia have not been positioned in the context of combined pathology. In this study, we implemented an MRI voxel-based approach to explore combined and independent effects of dementia pathologies on grey and white matter structural changes.

Methods: In 91 amnestic dementia patients with post-mortem brain donation, grey matter density and white matter hyperintensity (WMH) burdens were obtained from pre-mortem MRI and analyzed in relation to Alzheimer's, vascular, Lewy body, TDP-43, and hippocampal sclerosis (HS) pathologies. After exploring co-occurrence profiles of these pathologies, voxel-based morphometry was implemented to determine their joint and independent effects on grey matter loss. The impact of these pathologies on WMH burden was then evaluated both in spatial and quantitative combined analyses, using voxel-based and generalized linear models respectively.

Results: 86.8% of patients in this cohort presented more than one pathology. The combined structural effect of these pathologies was a focal impact on hippocampal grey matter atrophy, primarily driven by HS and Alzheimer's pathology (family-wise error corrected, p < 0.05), which also exhibited the strongest individual effects (uncorrected, p < 0.001). WMHs, predominant in middle and anterior cerebral portions, were most strongly associated with vascular (T = 2.47, p = 0.017) and tau pathologies (T = 2.09, p = 0.041).

Conclusions: The mixed associations of these dementia neuroimaging hallmarks are relevant for the fine-tuning of diagnostic protocols and underscore the need for comprehensive pathology evaluations in the study of dementia phenotypes.

背景:痴呆患者通常表现为多种神经病变,认知功能恶化,但痴呆的结构神经影像学特征尚未在综合病理背景下定位。在这项研究中,我们实施了一种基于MRI体素的方法来探索痴呆病理对灰质和白质结构变化的联合和独立影响。方法:对91例死后捐脑的遗忘性痴呆患者进行死前MRI检查,分析其灰质密度和白质高强度(WMH)负荷与阿尔茨海默病、血管、路易体、TDP-43和海马硬化症(HS)病理的关系。在探索了这些病理的共现特征后,采用基于体素的形态测量法来确定它们对灰质损失的联合和独立影响。然后分别使用基于体素的模型和广义线性模型,在空间和定量组合分析中评估这些病理对WMH负担的影响。结果:该队列中86.8%的患者表现出一种以上的病理。这些病理的综合结构效应是海马灰质萎缩的焦点影响,主要是由HS和阿尔茨海默病病理驱动的(家庭错误纠正,p)结论:这些痴呆神经影像学特征的混合关联与诊断方案的微调有关,并强调了在痴呆表型研究中进行综合病理评估的必要性。
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引用次数: 0
Brain iron deposition and cognitive decline in patients with cerebral small vessel disease : a quantitative susceptibility mapping study. 脑血管病患者脑铁沉积与认知能力下降:一项定量易感性图谱研究
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-09 DOI: 10.1186/s13195-024-01638-x
Yian Gao, Changhu Liang, Qihao Zhang, Hangwei Zhuang, Chaofan Sui, Nan Zhang, Mengmeng Feng, Haotian Xin, Lingfei Guo, Yi Wang

Background: Quantitative susceptibility mapping (QSM) can study the susceptibility values of brain tissue which allows for noninvasive examination of local brain iron levels in both normal and pathological conditions.

Purpose: Our study compares brain iron deposition in gray matter (GM) nuclei between cerebral small vessel disease (CSVD) patients and healthy controls (HCs), exploring factors that affect iron deposition and cognitive function.

Materials and methods: A total of 321 subjects were enrolled in this study. All subjects had cognitive examination including the Stroop color word test (SCWT) and MRI including multiecho gradient echo (mGRE) sequence. The patients with CSVD were divided into mild to moderate group (CSVD-M, total CSVD score ≤ 1) and severe group (CSVD-S, total CSVD score > 1). Morphology-enabled dipole inversion with an automated uniform cerebrospinal fluid zero reference algorithm (MEDI + 0) was used to generate brain QSM maps from mGRE data. Deep gray regional susceptibility values and cognitive function were compared among three groups (CSVD-S, CSVD-M, and HC) using multiple linear regression analysis and mediation effect analysis.

Results: There were significant differences in the SCWT scores and mean susceptibility values of the globus pallidus (GP), putamen (Put), and caudate nucleus (CN) among the three groups (P < 0.05, FDR correction). Age had a significant positive impact on the susceptibility values of GP (p = 0.018), Put (p < 0.001), and CN (p < 0.001). A history of diabetes had a significant positive influence on the susceptibility values of Put (p = 0.011) and CN (p < 0.001). A smoking history had a significant positive association with the susceptibility values of CN (p = 0.019). Mediation effect analysis demonstrated that iron deposition in the neostriatum partially mediated the relationship between hypertension and cognitive function. Age, diabetes, and smoking may increase iron deposition in the basal ganglia, associated with cognitive decline. The mean susceptibility values of the neostriatum played a mediating role in the association between hypertension and cognitive scores.

Conclusions: Age, diabetes, and smoking are associated with increased iron deposition in the basal ganglia and also linked to cognitive decline. This can help with understanding CSVD and its prevention and treatment.

背景:定量易感性制图(QSM)可以研究脑组织的易感性值,从而可以在正常和病理条件下对局部脑铁水平进行无创检查。目的:比较脑小血管病(CSVD)患者和健康对照组(hc)脑灰质(GM)核内铁沉积,探讨影响铁沉积和认知功能的因素。材料与方法:本研究共纳入321名受试者。所有被试均接受Stroop彩色单词测试(SCWT)和MRI (mGRE序列)的认知测试。将CSVD患者分为轻至中度组(CSVD- m, CSVD总评分≤1)和重度组(CSVD- s, CSVD总评分>.1)。使用自动均匀脑脊液零参考算法(MEDI + 0)的形态学支持偶极子反演从mGRE数据生成脑QSM图。采用多元线性回归分析和中介效应分析比较三组(CSVD-S、CSVD-M和HC)的深灰色区域敏感性值和认知功能。结果:三组患者在苍白球(GP)、壳核(Put)和尾状核(CN)的SCWT评分和平均易感性值上存在显著差异(P)。结论:年龄、糖尿病和吸烟与基底节区铁沉积增加有关,也与认知能力下降有关。这有助于理解心血管疾病及其预防和治疗。
{"title":"Brain iron deposition and cognitive decline in patients with cerebral small vessel disease : a quantitative susceptibility mapping study.","authors":"Yian Gao, Changhu Liang, Qihao Zhang, Hangwei Zhuang, Chaofan Sui, Nan Zhang, Mengmeng Feng, Haotian Xin, Lingfei Guo, Yi Wang","doi":"10.1186/s13195-024-01638-x","DOIUrl":"10.1186/s13195-024-01638-x","url":null,"abstract":"<p><strong>Background: </strong>Quantitative susceptibility mapping (QSM) can study the susceptibility values of brain tissue which allows for noninvasive examination of local brain iron levels in both normal and pathological conditions.</p><p><strong>Purpose: </strong>Our study compares brain iron deposition in gray matter (GM) nuclei between cerebral small vessel disease (CSVD) patients and healthy controls (HCs), exploring factors that affect iron deposition and cognitive function.</p><p><strong>Materials and methods: </strong>A total of 321 subjects were enrolled in this study. All subjects had cognitive examination including the Stroop color word test (SCWT) and MRI including multiecho gradient echo (mGRE) sequence. The patients with CSVD were divided into mild to moderate group (CSVD-M, total CSVD score ≤ 1) and severe group (CSVD-S, total CSVD score > 1). Morphology-enabled dipole inversion with an automated uniform cerebrospinal fluid zero reference algorithm (MEDI + 0) was used to generate brain QSM maps from mGRE data. Deep gray regional susceptibility values and cognitive function were compared among three groups (CSVD-S, CSVD-M, and HC) using multiple linear regression analysis and mediation effect analysis.</p><p><strong>Results: </strong>There were significant differences in the SCWT scores and mean susceptibility values of the globus pallidus (GP), putamen (Put), and caudate nucleus (CN) among the three groups (P < 0.05, FDR correction). Age had a significant positive impact on the susceptibility values of GP (p = 0.018), Put (p < 0.001), and CN (p < 0.001). A history of diabetes had a significant positive influence on the susceptibility values of Put (p = 0.011) and CN (p < 0.001). A smoking history had a significant positive association with the susceptibility values of CN (p = 0.019). Mediation effect analysis demonstrated that iron deposition in the neostriatum partially mediated the relationship between hypertension and cognitive function. Age, diabetes, and smoking may increase iron deposition in the basal ganglia, associated with cognitive decline. The mean susceptibility values of the neostriatum played a mediating role in the association between hypertension and cognitive scores.</p><p><strong>Conclusions: </strong>Age, diabetes, and smoking are associated with increased iron deposition in the basal ganglia and also linked to cognitive decline. This can help with understanding CSVD and its prevention and treatment.</p>","PeriodicalId":7516,"journal":{"name":"Alzheimer's Research & Therapy","volume":"17 1","pages":"17"},"PeriodicalIF":7.9,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11715900/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142942583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Post-marketing safety concerns with lecanemab: a pharmacovigilance study based on the FDA Adverse Event Reporting System database. 莱卡耐单抗上市后的安全性问题:基于FDA不良事件报告系统数据库的药物警戒研究。
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-08 DOI: 10.1186/s13195-024-01669-4
Xiaoxuan Xing, Xiaotong Zhang, Ke Wang, Zhizhou Wang, Yingnan Feng, Xiaoxi Li, Yiming Hua, Lan Zhang, Xianzhe Dong

Background: The safety data of lecanemab in the post-marketing period has yet to be fully investigated in the current literature. We aimed to identify and characterise the safety profile of lecanemab in the post-marketing period.

Methods: We searched and reviewed the reports submitted to the FDA's Adverse Event Reporting System (FAERS). We used a case/non-case approach to estimate the reporting odds ratio (ROR) and information component (IC) with 95% confidence intervals (CI) for lecanemab-related adverse events (AEs) reported at least four counts. We compared the difference between serious and non-serious reports using non-parametric tests.

Results: The FAERS recorded 1,986 lecanemab-related AEs affecting 868 patients. Two hundred and three patients experienced serious AEs, including 22 deaths. The most frequently reported AEs were headache (n = 193), chills (n = 100), fatigue (n = 93), and amyloid-related imaging abnormality-oedema/effusion (ARIA-E) (n = 91). Safety signals were detected, such as headache (ROR: 10.4, 95%CI: 8.97, 12.07; IC: 3.25, 95%CI: 2.97, 3.40), ARIA-E (ROR: 18,299.69, 95%CI: 14,001.27, 23,917.73; IC: 13.37, 95%CI: 6.15, 6.87), and infusion-related reaction (ROR: 35.25, 95CI 27.58, 45.07; IC: 5.09, 95CI 4.15, 4.87). We also identified several new AEs, such as migraine and pancreatic carcinoma. Patients with serious AEs were more likely to be on polypharmacy for Alzheimer's disease and use aspirin, acid-suppressing medications, statins, antidepressants, or benzodiazepines compared to those with non-serious AEs.

Conclusions: Lecanemab may have a significant potential for AEs. Our results provide evidence for healthcare professionals and patients to weigh the risks and benefits of lecanemab treatment. Further prospective studies are needed to explore rare and unexpected AEs.

背景:在目前的文献中,lecanemab上市后的安全性数据尚未得到充分的调查。我们的目的是确定和描述lecanemab上市后的安全性。方法:我们检索并审查了提交给FDA不良事件报告系统(FAERS)的报告。我们使用病例/非病例方法来估计报告的优势比(ROR)和信息成分(IC), 95%可信区间(CI)用于报告至少四次的lecanemab相关不良事件(ae)。我们使用非参数测试比较严重和非严重报告之间的差异。结果:FAERS记录了1986例与lecanemab相关的不良事件,涉及868例患者。203名患者出现严重不良反应,其中22人死亡。最常见的ae是头痛(n = 193)、寒战(n = 100)、疲劳(n = 93)和淀粉样蛋白相关影像学异常-水肿/积液(ARIA-E) (n = 91)。检测到安全信号,如头痛(ROR: 10.4, 95%CI: 8.97, 12.07;Ic: 3.25, 95%ci: 2.97, 3.40), aria-e (ror: 18,299.69, 95%ci: 14,001.27, 23,917.73;IC: 13.37, 95%CI: 6.15, 6.87)和输液相关反应(ROR: 35.25, 95CI: 27.58, 45.07;Ic: 5.09, 95ci 4.15, 4.87)。我们还发现了一些新的ae,如偏头痛和胰腺癌。与非严重不良反应患者相比,严重不良反应患者更有可能服用多种药物治疗阿尔茨海默病,并使用阿司匹林、抑酸药物、他汀类药物、抗抑郁药或苯二氮卓类药物。结论:Lecanemab可能具有显著的不良反应潜力。我们的结果为医疗保健专业人员和患者权衡利卡耐单抗治疗的风险和益处提供了证据。需要进一步的前瞻性研究来探索罕见和意外的ae。
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引用次数: 0
evoke and evoke+: design of two large-scale, double-blind, placebo-controlled, phase 3 studies evaluating efficacy, safety, and tolerability of semaglutide in early-stage symptomatic Alzheimer's disease. evoke和evoke+:设计两项大规模、双盲、安慰剂对照、3期研究,评估西马鲁肽治疗早期症状性阿尔茨海默病的疗效、安全性和耐受性。
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-08 DOI: 10.1186/s13195-024-01666-7
Jeffrey L Cummings, Alireza Atri, Howard H Feldman, Oskar Hansson, Mary Sano, Filip K Knop, Peter Johannsen, Teresa León, Philip Scheltens

Background: Disease-modifying therapies targeting the diverse pathophysiology of Alzheimer's disease (AD), including neuroinflammation, represent potentially important and novel approaches. The glucagon-like peptide-1 receptor agonist semaglutide is approved for the treatment of type 2 diabetes and obesity and has an established safety profile. Semaglutide may have a disease-modifying, neuroprotective effect in AD through multimodal mechanisms including neuroinflammatory, vascular, and other AD-related processes. Large randomized controlled trials are needed to assess the efficacy and safety of semaglutide in early-stage symptomatic AD.

Methods: evoke and evoke+ are randomized, double-blind, placebo-controlled phase 3 trials investigating the efficacy, safety, and tolerability of once-daily oral semaglutide versus placebo in early-stage symptomatic AD. Eligible participants were men or women aged 55-85 years with mild cognitive impairment or mild dementia due to AD with confirmed amyloid abnormalities (assessed by positron emission tomography or cerebrospinal fluid [CSF] analysis). After a maximum 12-week screening phase, an anticipated 1840 patients in each trial are randomized (1:1) to semaglutide or placebo for 156 weeks (104-week main treatment phase and 52-week extension). Randomized participants follow an 8-week dose escalation regimen (3 mg [weeks 0-4], 7 mg [weeks 4-8], and 14 mg [weeks 8-156]). The primary endpoint is the semaglutide-placebo difference on change from baseline to week 104 in the Clinical Dementia Rating - Sum of Boxes score. Analyses of plasma biomarkers, collected from all participants, and a CSF sub-study (planned n = 210) will explore semaglutide effects on AD biomarkers and neuroinflammation.

Results: Enrollment was undertaken between May 18, 2021, and September 8, 2023. Completion of the trials' main phase is expected in September 2025, and the 52-week extension (in which participants and investigators remain blinded to treatment assignment) will continue to October 2026.

Conclusion: evoke and evoke+ are the first large-scale trials to investigate the disease-modifying potential of semaglutide in participants with early-stage symptomatic AD, including exploration of effects on AD biomarkers and neuroinflammation. The trials will provide data on the potential disease-modifying effects of semaglutide and will be important in evaluating its utility in the treatment of early-stage symptomatic AD.

Trial registration: Clinicaltrials.gov, NCT04777396 and NCT04777409. Date: 02/03/2021.

背景:针对阿尔茨海默病(AD)的多种病理生理学(包括神经炎症)的疾病修饰疗法代表了潜在的重要和新颖的方法。胰高血糖素样肽-1受体激动剂semaglutide已被批准用于治疗2型糖尿病和肥胖,并且具有既定的安全性。Semaglutide可能通过多种机制(包括神经炎症、血管和其他AD相关过程)对AD具有疾病改善和神经保护作用。需要大型随机对照试验来评估西马鲁肽治疗早期症状性阿尔茨海默病的有效性和安全性。方法:evoke和evoke+是随机、双盲、安慰剂对照的3期试验,研究每日一次口服西马鲁肽与安慰剂治疗早期症状性AD的疗效、安全性和耐受性。符合条件的参与者是年龄在55-85岁的男性或女性,患有AD引起的轻度认知障碍或轻度痴呆,并证实有淀粉样蛋白异常(通过正电子发射断层扫描或脑脊液[CSF]分析评估)。在最长12周的筛选阶段后,每个试验中预计有1840名患者被随机(1:1)分配到semaglutide或安慰剂组,为期156周(104周的主要治疗期和52周的延长期)。随机参与者遵循8周剂量递增方案(3mg[0-4周],7mg[4-8周]和14mg[8-156周])。主要终点是西马鲁肽-安慰剂从基线到第104周临床痴呆评分的变化差异。分析从所有参与者收集的血浆生物标志物和CSF子研究(计划n = 210)将探索semaglutide对AD生物标志物和神经炎症的影响。结果:入组时间为2021年5月18日至2023年9月8日。试验的主要阶段预计将于2025年9月完成,52周的延长(参与者和研究人员对治疗分配保持盲法)将持续到2026年10月。结论:evoke和evoke+是首个研究西马鲁肽对早期症状性AD患者的疾病改善潜力的大规模试验,包括探索对AD生物标志物和神经炎症的影响。这些试验将提供有关西马鲁肽潜在的疾病改善作用的数据,并将对评估其在治疗早期症状性阿尔茨海默病中的效用具有重要意义。试验注册:Clinicaltrials.gov, NCT04777396和NCT04777409。日期:02/03/2021。
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引用次数: 0
Uncovering the epigenetic regulatory clues of PRRT1 in Alzheimer's disease: a strategy integrating multi-omics analysis with explainable machine learning. 揭示PRRT1在阿尔茨海默病中的表观遗传调控线索:将多组学分析与可解释的机器学习相结合的策略
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-07 DOI: 10.1186/s13195-024-01646-x
Fang Wang, Ying Liang, Qin-Wen Wang

Background: Alzheimer's disease (AD) is a complex neurodegenerative disorder with a largely unexplored epigenetic landscape.

Objective: This study employs an innovative approach that integrates multi-omics analysis and explainable machine learning to explore the epigenetic regulatory mechanisms underlying the epigenetic signature of PRRT1 implicated in AD.

Methods: Through comprehensive DNA methylation and transcriptomic profiling, we identified distinct epigenetic signatures associated with gene PRRT1 expression in AD patient samples compared to healthy controls. Utilizing interpretable machine learning models and ELMAR analysis, we dissected the complex relationships between these epigenetic signatures and gene expression patterns, revealing novel regulatory elements and pathways. Finally, the epigenetic mechanisms of these genes were investigated experimentally.

Results: This study identified ten epigenetic signatures, constructed an interpretable AD diagnostic model, and utilized various bioinformatics methods to create an epigenomic map. Subsequently, the ELMAR R package was used to integrate multi-omics data and identify the upstream transcription factor MAZ for PRRT1. Finally, experiments confirmed the interaction between MAZ and PRRT1, which mediated apoptosis and autophagy in AD.

Conclusion: This study adopts a strategy that integrates bioinformatics analysis with molecular experiments, providing new insights into the epigenetic regulatory mechanisms of PRRT1 in AD and demonstrating the importance of explainable machine learning in elucidating complex disease mechanisms.

背景:阿尔茨海默病(AD)是一种复杂的神经退行性疾病,具有很大程度上未被探索的表观遗传景观。目的:本研究采用一种创新的方法,将多组学分析和可解释的机器学习相结合,探索与AD相关的PRRT1表观遗传特征的表观遗传调控机制。方法:通过全面的DNA甲基化和转录组分析,我们确定了与健康对照相比,AD患者样本中与PRRT1基因表达相关的独特表观遗传特征。利用可解释的机器学习模型和ELMAR分析,我们剖析了这些表观遗传特征与基因表达模式之间的复杂关系,揭示了新的调控元件和途径。最后,对这些基因的表观遗传机制进行了实验研究。结果:本研究确定了10个表观遗传特征,构建了可解释的AD诊断模型,并利用多种生物信息学方法建立了表观基因组图谱。随后,使用ELMAR R包整合多组学数据并确定PRRT1的上游转录因子MAZ。最后,实验证实MAZ与PRRT1相互作用,介导AD细胞凋亡和自噬。结论:本研究采用生物信息学分析与分子实验相结合的策略,为PRRT1在AD中的表观遗传调控机制提供了新的见解,并证明了可解释的机器学习在阐明复杂疾病机制中的重要性。
{"title":"Uncovering the epigenetic regulatory clues of PRRT1 in Alzheimer's disease: a strategy integrating multi-omics analysis with explainable machine learning.","authors":"Fang Wang, Ying Liang, Qin-Wen Wang","doi":"10.1186/s13195-024-01646-x","DOIUrl":"https://doi.org/10.1186/s13195-024-01646-x","url":null,"abstract":"<p><strong>Background: </strong>Alzheimer's disease (AD) is a complex neurodegenerative disorder with a largely unexplored epigenetic landscape.</p><p><strong>Objective: </strong>This study employs an innovative approach that integrates multi-omics analysis and explainable machine learning to explore the epigenetic regulatory mechanisms underlying the epigenetic signature of PRRT1 implicated in AD.</p><p><strong>Methods: </strong>Through comprehensive DNA methylation and transcriptomic profiling, we identified distinct epigenetic signatures associated with gene PRRT1 expression in AD patient samples compared to healthy controls. Utilizing interpretable machine learning models and ELMAR analysis, we dissected the complex relationships between these epigenetic signatures and gene expression patterns, revealing novel regulatory elements and pathways. Finally, the epigenetic mechanisms of these genes were investigated experimentally.</p><p><strong>Results: </strong>This study identified ten epigenetic signatures, constructed an interpretable AD diagnostic model, and utilized various bioinformatics methods to create an epigenomic map. Subsequently, the ELMAR R package was used to integrate multi-omics data and identify the upstream transcription factor MAZ for PRRT1. Finally, experiments confirmed the interaction between MAZ and PRRT1, which mediated apoptosis and autophagy in AD.</p><p><strong>Conclusion: </strong>This study adopts a strategy that integrates bioinformatics analysis with molecular experiments, providing new insights into the epigenetic regulatory mechanisms of PRRT1 in AD and demonstrating the importance of explainable machine learning in elucidating complex disease mechanisms.</p>","PeriodicalId":7516,"journal":{"name":"Alzheimer's Research & Therapy","volume":"17 1","pages":"12"},"PeriodicalIF":7.9,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11706112/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142942499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Variables associated with cognitive function: an exposome-wide and mendelian randomization analysis. 与认知功能相关的变量:一个暴露范围和孟德尔随机化分析。
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-07 DOI: 10.1186/s13195-025-01670-5
Yong-Li Zhao, Yi-Ning Hao, Yi-Jun Ge, Yi Zhang, Lang-Yu Huang, Yan Fu, Dan-Dan Zhang, Ya-Nan Ou, Xi-Peng Cao, Jian-Feng Feng, Wei Cheng, Lan Tan, Jin-Tai Yu

Background: Evidence indicates that cognitive function is influenced by potential environmental factors. We aimed to determine the variables influencing cognitive function.

Methods: Our study included 164,463 non-demented adults (89,644 [54.51%] female; mean [SD] age, 56.69 [8.14] years) from the UK Biobank who completed four cognitive assessments at baseline. 364 variables were finally extracted for analysis through a rigorous screening process. We performed univariate analyses to identify variables significantly associated with each cognitive function in two equal-sized split discovery and replication datasets. Subsequently, the identified variables in univariate analyses were further assessed in a multivariable model. Additionally, for the variables identified in multivariable model, we explored the associations with longitudinal cognitive decline. Moreover, one- and two- sample Mendelian randomization (MR) analyses were conducted to confirm the genetic associations. Finally, the quality of the pooled evidence for the associations between variables and cognitive function was evaluated.

Results: 252 variables (69%) exhibited significant associations with at least one cognitive function in the discovery dataset. Of these, 231 (92%) were successfully replicated. Subsequently, our multivariable analyses identified 41 variables that were significantly associated with at least one cognitive function, spanning categories such as education, socioeconomic status, lifestyle factors, body measurements, mental health, medical conditions, early life factors, and household characteristics. Among these 41 variables, 12 were associated with more than one cognitive domain, and were further identified in all subgroup analyses. And LASSO, rigde, and principal component analysis indicated the robustness of the primary results. Moreover, among these 41 variables, 12 were significantly associated with a longitudinal cognitive decline. Furthermore, 22 were supported by one-sample MR analysis, and 5 were further confirmed by two-sample MR analysis. Additionally, the quality of the pooled evidence for the associations between 10 variables and cognitive function was rated as high. Based on these 10 identified variables, adopting a more favorable lifestyle was significantly associated with 38% and 34% decreased risks of dementia and Alzheimer's disease (AD).

Conclusion: Overall, our study constructed an evidence database of variables associated with cognitive function, which could contribute to the prevention of cognitive impairment and dementia.

背景:有证据表明认知功能受到潜在环境因素的影响。我们的目的是确定影响认知功能的变量。方法:我们的研究纳入了164,463名非痴呆成年人(89,644名[54.51%]女性;平均[SD]年龄56.69[8.14]岁,来自英国生物银行,在基线时完成了四项认知评估。经过严格的筛选,最终提取出364个变量进行分析。我们在两个大小相等的分离发现和复制数据集中进行了单变量分析,以确定与每个认知功能显著相关的变量。随后,在单变量分析中识别的变量在多变量模型中进一步评估。此外,对于多变量模型中确定的变量,我们探索了与纵向认知衰退的关联。此外,还进行了单样本和双样本孟德尔随机化(MR)分析,以确认遗传关联。最后,评估了变量与认知功能之间关联的综合证据的质量。结果:在发现数据集中,252个变量(69%)表现出与至少一种认知功能的显著关联。其中231例(92%)被成功复制。随后,我们的多变量分析确定了41个与至少一种认知功能显著相关的变量,涵盖了教育、社会经济地位、生活方式因素、身体测量、心理健康、医疗状况、早期生活因素和家庭特征等类别。在这41个变量中,有12个与一个以上的认知领域相关,并在所有亚组分析中进一步确定。LASSO、rigde和主成分分析表明了初步结果的稳健性。此外,在这41个变量中,有12个与纵向认知能力下降显著相关。单样本MR分析支持22个,双样本MR分析进一步证实5个。此外,10个变量与认知功能之间关联的综合证据的质量被评为高。基于这10个确定的变量,采用更有利的生活方式与痴呆症和阿尔茨海默病(AD)风险降低38%和34%显着相关。结论:总体而言,我们的研究构建了认知功能相关变量的证据数据库,有助于认知功能障碍和痴呆的预防。
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引用次数: 0
Neuronal CD59 isoforms IRIS-1 and IRIS-2 as regulators of neurotransmitter release with implications for Alzheimer's disease. 神经元CD59亚型形成IRIS-1和IRIS-2作为阿尔茨海默病神经递质释放的调节因子。
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-07 DOI: 10.1186/s13195-024-01660-z
Ewelina Golec, Robin Olsson, Emre Can Tuysuz, Maja Karlsson, Yasmin Serjieh, Ben C King, Malin Wennström, Anna M Blom

We have previously demonstrated that the intracellular, non-GPI anchored CD59 isoforms IRIS-1 and IRIS-2 (Isoforms Rescuing Insulin Secretion 1 and 2) are necessary for insulin secretion from pancreatic β-cells. While investigating their expression across human tissues, we identified IRIS-1 and IRIS-2 mRNA in the human brain, though their protein expression and function remained unclear. This study shows the presence of both IRIS-1 and 2 proteins in the human brain, specifically in neurons and astrocytes. In the neuroblastoma cell line (SH-SY5Y), both isoforms are intracellular, and their expression increases upon differentiation into mature neurons. Silencing IRIS-1 and 2 in SH-SY5Y cells reduces the SNARE complex formation, essential for synaptic vesicle exocytosis, leading to a reduction in noradrenaline secretion. Notably, we observed diminished expression of neuronal IRIS-1 and 2 in patients with Alzheimer's disease (AD) and non-demented individuals with type 2 diabetes (T2D). In SH-SY5Y cells, knockdown of all isoforms of CD59 including IRIS-1 and 2 not only elevates phosphorylated tau but also increases cyclin-dependent kinase 5 (CDK5) expression, known promoter of hyperphosphorylation and accumulation of tau, a key pathological feature of AD. Additionally, we found that prolonged exposure to high glucose or cytokines markedly reduces the expression of IRIS-1 and 2 in SH-SY5Y cells, suggesting a link between AD pathology and metabolic stress through modulation of these isoforms.

我们之前已经证明细胞内非gpi锚定的CD59亚型IRIS-1和IRIS-2(拯救胰岛素分泌1和2亚型)是胰腺β细胞分泌胰岛素所必需的。在研究它们在人体组织中的表达时,我们在人脑中发现了IRIS-1和IRIS-2 mRNA,尽管它们的蛋白质表达和功能尚不清楚。这项研究表明IRIS-1和iris - 2蛋白存在于人脑中,特别是在神经元和星形胶质细胞中。在神经母细胞瘤细胞系(SH-SY5Y)中,这两种亚型都在细胞内,它们的表达在分化为成熟神经元时增加。沉默SH-SY5Y细胞中的IRIS-1和2可减少突触囊泡胞吐所必需的SNARE复合物的形成,导致去甲肾上腺素分泌减少。值得注意的是,我们在阿尔茨海默病(AD)患者和2型糖尿病(T2D)非痴呆个体中观察到神经元IRIS-1和2的表达减少。在SH-SY5Y细胞中,敲低包括IRIS-1和2在内的所有CD59亚型不仅会升高磷酸化的tau蛋白,还会增加细胞周期蛋白依赖性激酶5 (CDK5)的表达,这是已知的过度磷酸化和tau蛋白积累的启动子,是AD的一个关键病理特征。此外,我们发现长时间暴露于高糖或细胞因子中可显著降低SH-SY5Y细胞中IRIS-1和2的表达,这表明AD病理与代谢应激之间通过调节这些亚型存在联系。
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引用次数: 0
Subjective cognitive decline predicts longitudinal neuropsychological test performance in an unsupervised online setting in the Brain Health Registry. 主观认知能力下降预测纵向神经心理测试表现在一个无监督的在线设置在脑健康登记。
IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-07 DOI: 10.1186/s13195-024-01641-2
Jae Myeong Kang, Manchumad Manjavong, Chengshi Jin, Adam Diaz, Miriam T Ashford, Joseph Eichenbaum, Emily Thorp, Elizabeth Wragg, Kenton H Zavitz, Francesca Cormack, Anna Aaronson, R Scott Mackin, Rachana Tank, Bernard Landavazo, Erika Cavallone, Diana Truran, Sarah Tomaszewski Farias, Michael W Weiner, Rachel L Nosheny

Backgrounds: Digital, online assessments are efficient means to detect early cognitive decline, but few studies have investigated the relationship between remotely collected subjective cognitive change and cognitive decline. We hypothesized that the Everyday Cognition Scale (ECog), a subjective change measure, predicts longitudinal change in cognition in the Brain Health Registry (BHR), an online registry for neuroscience research.

Methods: This study included BHR participants aged 55 + who completed both the baseline ECog and repeated administrations of the CANTAB® Paired Associates Learning (PAL) visual learning and memory test. Both self-reported ECog (Self-ECog) and study partner-reported ECog (SP-ECog), and two PAL scores (first attempt memory score [FAMS] and total errors adjusted [TEA]) were assessed. We estimated associations between multiple ECog scoring outputs (ECog positive [same or above cut-off score], ECog consistent [report of consistent decline in any item], and total score) and longitudinal change in PAL. Additionally we assessed the ability of ECog to identify 'decliners', who exhibited the worst PAL progression slopes corresponding to the fifth percentile and below.

Results: Participants (n = 16,683) had an average age of 69.07 ± 7.34, 72.04% were female, and had an average of 16.66 ± 2.26 years of education. They were followed for an average of 2.52 ± 1.63 visits over a period of 11.49 ± 11.53 months. Both Self-ECog positive (estimate = -0.01, p < 0.001, R²m = 0.56) and Self-ECog consistent (estimate=-0.01, p = 0.002, R²m = 0.56) were associated with longitudinal change in PAL FAMS after adjusting demographics and clinical confounders. Those who were Self-ECog total (Odds ratio [95% confidence interval] = 1.390 [1.121-1.708]) and SP-ECog consistent (2.417 [1.591-3.655]) had higher probability of being decliners based on PAL FAMS.

Conclusion: In the BHR's unsupervised online setting, baseline subjective change was feasible in predicting longitudinal decline in neuropsychological tests. Online, self-administered measures of subjective cognitive change might have a potential to predict objective subjective change and identify individuals with cognitive impairments.

背景:数字化在线评估是早期发现认知能力下降的有效手段,但很少有研究调查远程采集的主观认知变化与认知能力下降之间的关系。我们假设日常认知量表(ECog)是一种主观变化测量,可以预测大脑健康登记处(BHR)认知的纵向变化,这是一个神经科学研究的在线登记处。方法:本研究纳入了55岁以上的BHR参与者,他们完成了基线ECog和CANTAB®配对联想学习(PAL)视觉学习和记忆测试的重复管理。评估自我报告的ECog (Self-ECog)和研究伙伴报告的ECog (SP-ECog),以及两个PAL评分(首次尝试记忆评分[FAMS]和调整后的总错误[TEA])。我们估计了多个ECog评分输出(ECog阳性[相同或高于临界值],ECog一致[任何项目持续下降的报告]和总分)与PAL纵向变化之间的关联。此外,我们评估了ECog识别“下降者”的能力,这些人表现出与第五百分位及以下相对应的最差PAL进展斜率。结果:参与者(n = 16683)平均年龄69.07±7.34岁,女性占72.04%,平均文化程度为16.66±2.26年。随访时间为11.49±11.53个月,平均随访2.52±1.63次。结论:在BHR的无监督在线设置中,基线主观变化在预测神经心理测试纵向下降方面是可行的。在网上,自我管理的主观认知变化测量可能有预测客观主观变化和识别认知障碍个体的潜力。
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引用次数: 0
期刊
Alzheimer's Research & Therapy
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