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Designing and implementing the IDEAL Study: A randomized clinical trial of APOE genotype disclosure for late-onset Alzheimer's disease in an urban Latino population 设计和实施IDEAL研究:一项城市拉丁裔人群迟发型阿尔茨海默病APOE基因型披露的随机临床试验
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-12-02 DOI: 10.1002/trc2.70016
John B. Wetmore, Sophia Rodriguez, Daniela Diaz Caro, María Cabán, Wendy Uhlmann, Jill Goldman, Cheng-Shiun Leu, Jonathan D. Godinez, Itzel A. Camarillo, Rebecca Ferber, Drew Blasco, Rafael A. Lantigua, Ana Abraído-Lanza, Wendy K. Chung, J. Scott Roberts, Karolynn Siegel, Ruth Ottman
<div> <section> <h3> INTRODUCTION</h3> <p>The <i>Información de la Enfermedad de Alzheimer para Latinos</i> (IDEAL) Study is a randomized clinical trial investigating the psychosocial, behavioral, and cognitive impacts of apolipoprotein E (<i>APOE</i>) genotype disclosure for late-onset Alzheimer's disease (AD) among Latinos.</p> </section> <section> <h3> METHODS</h3> <p>We used address-based sampling to recruit English- and Spanish-speaking Latinos aged 40–64 living in northern Manhattan for a community-based Baseline Survey about their knowledge and opinions about AD. Participants eligible for the clinical trial were invited to complete an Introductory Session, including AD and genetics education and informed consent, before undergoing genotyping for <i>APOE</i>. Participants were then randomized to learn their risk of AD by age 85 (range: 21%–55%) based on either Latino ethnicity and family history alone, or the same factors and their <i>APOE</i> genotype. Risk information is provided in a semi-structured genetic counseling session. Psychological impacts, health-related behavioral changes, and cognitive performance are evaluated 6 weeks, 9 months, and 15 months later via surveys and qualitative interviews. To promote cultural competence, study materials were developed by a multidisciplinary team including bilingual and bicultural staff, Latinx content experts, and genetic counselors.</p> </section> <section> <h3> RESULTS</h3> <p>We sent invitations to 91,433 households; 5542 (6.1%) responded, 2120 completed the Baseline Survey (78.5% online; 21.5% via computer-assisted telephone interview), and 2087 were deemed eligible, yielding a response rate of 2.3%. Many participants expressed appreciation for the opportunity to contribute to AD research. We randomized 374 participants for the clinical trial.</p> </section> <section> <h3> DISCUSSION</h3> <p>We describe the study design, recruitment and retention strategies, and interventions employed in the IDEAL Study. Our design provides a framework for future studies using rigorous mixed methods. Our findings may facilitate the development of culturally-sensitive educational materials about AD and genetic testing, as well as genetic counseling protocols, to improve coping and adjustment in response to receiving risk information.</p> </section> <section> <h3> Highlights</h3> <div> <ul> <li>The <i>Información de la Enfermedad de Alzheimer para La
Información de la Enfermedad de Alzheimer para latino (IDEAL)研究是一项随机临床试验,研究载脂蛋白E (APOE)基因型披露对拉丁美洲人晚发性阿尔茨海默病(AD)的社会心理、行为和认知影响。方法采用基于地址的抽样方法,招募40-64岁居住在曼哈顿北部的说英语和西班牙语的拉丁美洲人,对他们对阿尔茨海默病的知识和看法进行基于社区的基线调查。符合临床试验条件的参与者在进行APOE基因分型之前,被邀请完成介绍性课程,包括AD和遗传学教育以及知情同意。然后,参与者被随机分配,以了解他们在85岁时患AD的风险(范围:21%-55%),这些风险要么是基于拉丁裔和家族史,要么是基于相同的因素和他们的APOE基因型。风险信息在半结构化遗传咨询会议中提供。心理影响、健康相关行为改变和认知表现在6周、9个月和15个月后通过调查和定性访谈进行评估。为了提高文化能力,学习材料由一个多学科团队开发,包括双语和双文化工作人员、拉丁语内容专家和遗传咨询师。结果共向91433户家庭发送邀请函;5542人(6.1%)回应,2120人完成基线调查(78.5%)在线;21.5%通过计算机辅助电话采访),2087人被认为符合条件,回复率为2.3%。许多与会者对有机会为AD研究作出贡献表示感谢。我们将374名参与者随机纳入临床试验。我们描述了IDEAL研究的研究设计、招募和保留策略以及采用的干预措施。我们的设计为未来使用严格的混合方法进行研究提供了一个框架。我们的研究结果可能有助于开发有关AD和基因检测的文化敏感教育材料,以及遗传咨询协议,以提高应对和适应接收风险信息的能力。Información de la Enfermedad de alad para Latinos (IDEAL)研究使用混合方法调查拉丁美洲人的载脂蛋白E (APOE)基因型披露。我们招募了40-64岁无阿尔茨海默病(AD)的成年人进行社区调查和随机试验。试验参与者接受带有或不带有APOE基因型的AD风险评估。在15个月内评估心理社会、行为和认知影响。研究结果可为AD教育材料和遗传咨询方案提供参考。
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引用次数: 0
Impacts of informant replacement in two industry-sponsored Alzheimer's disease clinical trials 两项行业赞助的阿尔茨海默病临床试验中信息提供者替代的影响
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-30 DOI: 10.1002/trc2.70009
Mikaela K. Nishida, Michelle M. Nuño, Joshua D. Grill, Daniel L. Gillen
<div> <section> <h3> INTRODUCTION</h3> <p>In Alzheimer's disease (AD) clinical trials, participants must enroll with a study partner informant who completes validated study instruments. We hypothesized that mid-trial informant replacement impacts study data in industry-sponsored trials.</p> </section> <section> <h3> METHODS</h3> <p>We conducted a retrospective analysis of two industry-sponsored AD clinical trials testing semagacestat in mild-to-moderate AD dementia. We assessed the relationships between informant replacement and Alzheimer's Disease Cooperative Study Activities of Daily Living (ADCS-ADL) scores. Using generalized estimating equations, we assessed bias and variability using mean (bias) and mean absolute (variance) change in ADCS-ADL between successive visits as outcomes. Both models adjusted for a priori–specified potential confounding variables including participant sex, age, informant type, trial, time, previous ADCS-ADL score, and region. To analyze the impact on end-of-study change-from-baseline results, we used an analysis of covariance model to estimate the association between replacement and end-of-study change-from-baseline in ADCS-ADL, in which we adjusted for participant sex, age, informant type, trial, baseline measurement, and region. We conducted an <i>F</i>-test to compare the variances of this change.</p> </section> <section> <h3> RESULTS</h3> <p>Among <i>N</i> = 2637 randomized participants, 69 participants (2.6%) experienced 78 occurrences of replacement. For visits standardized to be 3 months apart, the difference in mean between-visit change in ADCS-ADL was approximately −1.61 points (95% confidence interval [CI]: −3.79, 0.57; <i>P</i> = 0.147), comparing participants who experienced replacement to similar participants who had stable informants. The difference in the mean between-visit absolute change was approximately 2.02 points (95% CI: 0.34, 3.70; <i>P</i> = 0.019). We did not estimate a statistically significant difference in end-of-study change-from-baseline (Est. = −0.70 points; 95% CI: −5.88, 4.48; <i>P</i> = 0.790) or a significant ratio of variances (Est. = 1.13; 95% CI: 0.67, 2.28; <i>P</i> = 0.600) for participants with replacement compared to those with stable informants.</p> </section> <section> <h3> DISCUSSION</h3> <p>Informant replacement was associated with increased between-visit variability but had limited impact on overall trial outcomes.</p> </section> <section> <h3> Highlights</h3> <div>
在阿尔茨海默病(AD)临床试验中,参与者必须与完成验证研究工具的研究伙伴一起注册。我们假设在工业赞助的试验中,试验中期信息提供者替代会影响研究数据。方法:我们对两项行业资助的阿尔茨海默病临床试验进行了回顾性分析,该试验测试了semagacestat治疗轻中度阿尔茨海默病痴呆。我们评估了信息提供者替代与阿尔茨海默病日常生活合作研究活动(ADCS-ADL)评分之间的关系。使用广义估计方程,我们使用连续访问期间ADCS-ADL的平均(偏差)和平均绝对(方差)变化作为结果来评估偏倚和可变性。两个模型都调整了优先指定的潜在混淆变量,包括参与者性别、年龄、被调查者类型、试验、时间、以前的ADCS-ADL评分和地区。为了分析对研究结束时基线变化结果的影响,我们使用协方差分析模型来估计ADCS-ADL中替代和研究结束时基线变化之间的关联,其中我们调整了参与者的性别、年龄、信息提供者类型、试验、基线测量和地区。我们进行了f检验来比较这一变化的方差。结果:在N = 2637名随机参与者中,69名参与者(2.6%)经历了78次置换。对于标准化为间隔3个月的就诊,ADCS-ADL的平均就诊间变化差异约为- 1.61点(95%置信区间[CI]: - 3.79, 0.57;P = 0.147),将经历替代的参与者与具有稳定举报人的类似参与者进行比较。两次访问之间的平均绝对变化的差异约为2.02点(95% CI: 0.34, 3.70;p = 0.019)。我们没有估计研究结束时基线变化有统计学显著差异(Est = - 0.70点;95% ci:−5.88,4.48;P = 0.790)或显著的方差比(Est = 1.13;95% ci: 0.67, 2.28;P = 0.600)。信息替代与就诊间变异性增加相关,但对总体试验结果的影响有限。在这些行业试验中,有2.6%的参与者出现了信息替代。信息提供者替代与急性阿尔茨海默病日常生活合作研究活动报告的变异增加相关。信息提供者替代对总体基线变化结果的影响有限。
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引用次数: 0
Alzheimer's disease drug development in an evolving therapeutic landscape 阿尔茨海默病药物开发在不断发展的治疗前景
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-30 DOI: 10.1002/trc2.70015
Stacie Weninger, Michael C. Irizarry, Adam S. Fleisher, Teresa León, Paul Maruff, David S. Miller, Sheila Seleri, Maria C. Carrillo, Christopher J. Weber

The Alzheimer's disease (AD) research field has entered a new era, where our fundamental understanding of the pathophysiology of AD and advances in biomarkers have not only allowed for earlier, timely, and accurate detection and diagnosis of the disease, but that amyloid removal has been shown to be associated with signals of slowing cognitive and functional decline. Although recent FDA-approved amyloid plaque-lowering monoclonal antibody therapies have shifted the trajectory of AD, additional treatment options will be key to further slowing clinical decline or stopping disease progression. Thus, new and emerging therapies for AD have created an evolving therapeutic landscape. The Alzheimer's Association Research Roundtable (AARR) Spring meeting held on May 23–34, 2023, brought together a broad array of scientific leaders from the AARR membership, academia, industry, and government and regulatory agencies to discuss the future of clinical trials in an era of regulator-approved amyloid-targeting therapies. Participants discussed lessons learned from other neurological diseases where disease-modifying treatments were first approved and key considerations for future clinical trials, for example, trial population real-world representativeness, duration, biomarker screening, efficacy endpoints, combination therapy, as well as overall trial design and the ethical and equity concerns that clinicians, patients, and their families face when considering clinical trial participation.

Highlights

  • The Alzheimer's Association Research Roundtable (AARR) convened leaders from industry and academia, as well as patients, clinicians, and government and regulatory agency scientists to discuss the topic, “Alzheimer's Disease Drug Development in an Evolving Therapeutic Landscape.”
  • While recently approved amyloid-targeting therapies show great promise in providing clinically meaningful outcomes for patients and families, additional treatments, and a better understanding of dosing and administration of these approved treatments, are needed to further slow and eventually prevent clinical decline in AD.
  • Approved therapies will impact many aspects of clinical trial design including the use of placebo-controls, participant re-enrollment, safety monitoring, as well as biomarker selection.
  • This exciting new era in AD research represents a hopeful future for clinicians, patients, and their care partners.
阿尔茨海默病(AD)的研究领域已经进入了一个新的时代,我们对AD病理生理学的基本理解和生物标志物的进步不仅允许更早、及时、准确地检测和诊断该疾病,而且淀粉样蛋白的去除已被证明与减缓认知和功能衰退的信号有关。尽管最近fda批准的降低淀粉样斑块的单克隆抗体疗法已经改变了AD的发展轨迹,但额外的治疗选择将是进一步减缓临床衰退或阻止疾病进展的关键。因此,新的和新兴的治疗阿尔茨海默病已经创造了一个不断发展的治疗前景。阿尔茨海默病协会研究圆桌会议(AARR)春季会议于2023年5月23日至34日举行,汇集了来自AARR会员、学术界、工业界、政府和监管机构的广泛科学领袖,讨论了监管机构批准的淀粉样蛋白靶向治疗时代临床试验的未来。与会者讨论了从其他神经系统疾病中获得的经验教训,其中疾病修饰疗法首次获得批准,并讨论了未来临床试验的关键考虑因素,例如,试验人群真实世界的代表性、持续时间、生物标志物筛选、疗效终点、联合疗法,以及总体试验设计以及临床医生、患者、以及他们的家人在考虑参加临床试验时所面临的问题。阿尔茨海默病协会研究圆桌会议(AARR)召集了工业界和学术界的领导人,以及患者、临床医生、政府和监管机构的科学家,讨论了“阿尔茨海默病药物开发在不断发展的治疗前景”这一主题。虽然最近批准的淀粉样蛋白靶向治疗在为患者和家庭提供有临床意义的结果方面显示出巨大的希望,但需要进一步的治疗,以及更好地了解这些批准的治疗的剂量和管理,以进一步减缓并最终防止阿尔茨海默病的临床衰退。批准的疗法将影响临床试验设计的许多方面,包括安慰剂对照的使用、参与者的重新登记、安全性监测以及生物标志物的选择。这一激动人心的阿尔茨海默病研究新时代为临床医生、患者及其护理伙伴带来了充满希望的未来。
{"title":"Alzheimer's disease drug development in an evolving therapeutic landscape","authors":"Stacie Weninger,&nbsp;Michael C. Irizarry,&nbsp;Adam S. Fleisher,&nbsp;Teresa León,&nbsp;Paul Maruff,&nbsp;David S. Miller,&nbsp;Sheila Seleri,&nbsp;Maria C. Carrillo,&nbsp;Christopher J. Weber","doi":"10.1002/trc2.70015","DOIUrl":"https://doi.org/10.1002/trc2.70015","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <p>The Alzheimer's disease (AD) research field has entered a new era, where our fundamental understanding of the pathophysiology of AD and advances in biomarkers have not only allowed for earlier, timely, and accurate detection and diagnosis of the disease, but that amyloid removal has been shown to be associated with signals of slowing cognitive and functional decline. Although recent FDA-approved amyloid plaque-lowering monoclonal antibody therapies have shifted the trajectory of AD, additional treatment options will be key to further slowing clinical decline or stopping disease progression. Thus, new and emerging therapies for AD have created an evolving therapeutic landscape. The Alzheimer's Association Research Roundtable (AARR) Spring meeting held on May 23–34, 2023, brought together a broad array of scientific leaders from the AARR membership, academia, industry, and government and regulatory agencies to discuss the future of clinical trials in an era of regulator-approved amyloid-targeting therapies. Participants discussed lessons learned from other neurological diseases where disease-modifying treatments were first approved and key considerations for future clinical trials, for example, trial population real-world representativeness, duration, biomarker screening, efficacy endpoints, combination therapy, as well as overall trial design and the ethical and equity concerns that clinicians, patients, and their families face when considering clinical trial participation.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Highlights</h3>\u0000 \u0000 <div>\u0000 <ul>\u0000 \u0000 <li>The Alzheimer's Association Research Roundtable (AARR) convened leaders from industry and academia, as well as patients, clinicians, and government and regulatory agency scientists to discuss the topic, “Alzheimer's Disease Drug Development in an Evolving Therapeutic Landscape.”</li>\u0000 \u0000 <li>While recently approved amyloid-targeting therapies show great promise in providing clinically meaningful outcomes for patients and families, additional treatments, and a better understanding of dosing and administration of these approved treatments, are needed to further slow and eventually prevent clinical decline in AD.</li>\u0000 \u0000 <li>Approved therapies will impact many aspects of clinical trial design including the use of placebo-controls, participant re-enrollment, safety monitoring, as well as biomarker selection.</li>\u0000 \u0000 <li>This exciting new era in AD research represents a hopeful future for clinicians, patients, and their care partners.</li>\u0000 </ul>\u0000 </div>\u0000 </section>\u0000 </div>","PeriodicalId":53225,"journal":{"name":"Alzheimer''s and Dementia: Translational Research and Clinical Interventions","volume":"10 4","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/trc2.70015","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142758090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive measurement of cognitive function based on multidimensional item response theory 基于多维项目反应理论的认知功能自适应测量
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-30 DOI: 10.1002/trc2.70018
Robert D. Gibbons, Diane S. Lauderdale, Robert S. Wilson, David A. Bennett, Tesnim Arar, David A. Gallo
<div> <section> <h3> INTRODUCTION</h3> <p>Up to 20% of older adults in the United States have mild cognitive impairment (MCI), and about one-third of people with MCI are predicted to transition to Alzheimer's disease (AD) within 5 years. Standard cognitive assessments are long and require a trained technician to administer. We developed the first computerized adaptive test (CAT) based on multidimensional item response theory (MIRT) to more precisely, rapidly, and repeatedly assesses cognitive abilities across the adult lifespan. We present results for a prototype CAT (pCAT-COG) for assessment of global cognitive function.</p> </section> <section> <h3> METHODS</h3> <p>We sampled items across five cognitive domains central to neuropsychological testing (episodic memory [EM], semantic memory/language [SM], working memory [WM], executive function/flexible thinking, and processing speed [PS]). The item bank consists of 54 items, with 9 items of varying difficulty drawn from six different cognitive tasks. Each of the 54 items has 3 response trials, yielding an ordinal score (0–3 trials correct). We also include three long-term memory items not designed for adaptive administration, for a total bank of 57 items. Calibration data were collected in-person and online, calibrated using a bifactor MIRT model, and pCAT-COG scores validated against a technician-administered neuropsychological battery.</p> </section> <section> <h3> RESULTS</h3> <p>The bifactor MIRT model improved fit over a unidimensional IRT model (<i>p</i> < 0.0001). The global pCAT-COG scores were inversely correlated with age (<i>r</i> = –0.44, <i>p</i> < 0.0001). Simulated adaptive administration of 11 items maintained a correlation of <i>r</i> = 0.94 with the total item bank scores. Significant differences between mild and no cognitive impairment (NCI) were found (effect size of 1.08 SD units). The pCAT-COG correlated with clinician-based global measure (<i>r</i> = 0.64).</p> </section> <section> <h3> DISCUSSION</h3> <p>MIRT-based CAT is feasible and valid for the assessment of global cognitive impairment, laying the foundation for the development of a full CAT-COG that will draw from a much larger item bank with both global and domain specific measures of cognitive impairment.</p> </section> <section> <h3> Highlights</h3> <div> <ul> <li>As Americans age, numbers at risk for developing cognitive impairment are increasing.</li
在美国,高达20%的老年人患有轻度认知障碍(MCI),大约三分之一的MCI患者预计在5年内会转变为阿尔茨海默病(AD)。标准的认知评估时间很长,需要训练有素的技术人员来管理。我们开发了第一个基于多维项目反应理论(MIRT)的计算机化适应测试(CAT),以更精确、快速和反复地评估成人一生中的认知能力。我们提出了一个用于评估全局认知功能的原型CAT (pCAT-COG)的结果。方法我们选取了神经心理测试的五个认知领域(情景记忆[EM]、语义记忆/语言[SM]、工作记忆[WM]、执行功能/灵活思维和处理速度[PS])中的项目。题库由54个项目组成,其中9个项目的难度不同,取自6个不同的认知任务。54个问题中的每一个都有3次反应试验,产生一个序数得分(0-3次试验正确)。我们还包括三个长期记忆项目,而不是为适应性管理设计的,总共有57个项目。校准数据是亲自和在线收集的,使用双因子MIRT模型进行校准,并根据技术人员管理的神经心理学电池验证pCAT-COG分数。结果双因子MIRT模型比一维IRT模型的拟合效果更好(p <;0.0001)。总体pCAT-COG评分与年龄呈负相关(r = -0.44, p <;0.0001)。11个项目的模拟适应性管理与总项目库得分保持r = 0.94的相关性。轻度和无认知障碍(NCI)之间存在显著差异(效应量为1.08 SD单位)。pCAT-COG与基于临床的整体测量相关(r = 0.64)。基于mirt的CAT对于整体认知障碍的评估是可行和有效的,为开发一个完整的CAT- cog奠定了基础,该CAT- cog将从一个更大的包含整体和领域特定认知障碍测量的题库中提取。随着美国人年龄的增长,面临认知障碍风险的人数正在增加。与年龄相关的认知能力下降在出现明显的认知障碍之前几十年就开始了。传统的评估是繁重的,需要训练有素的临床医生。我们利用多维项目反应理论开发了一个自适应测试框架。这与需要训练有素的心理测量学家进行的更长时间的面对面评估相当。
{"title":"Adaptive measurement of cognitive function based on multidimensional item response theory","authors":"Robert D. Gibbons,&nbsp;Diane S. Lauderdale,&nbsp;Robert S. Wilson,&nbsp;David A. Bennett,&nbsp;Tesnim Arar,&nbsp;David A. Gallo","doi":"10.1002/trc2.70018","DOIUrl":"https://doi.org/10.1002/trc2.70018","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; INTRODUCTION&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Up to 20% of older adults in the United States have mild cognitive impairment (MCI), and about one-third of people with MCI are predicted to transition to Alzheimer's disease (AD) within 5 years. Standard cognitive assessments are long and require a trained technician to administer. We developed the first computerized adaptive test (CAT) based on multidimensional item response theory (MIRT) to more precisely, rapidly, and repeatedly assesses cognitive abilities across the adult lifespan. We present results for a prototype CAT (pCAT-COG) for assessment of global cognitive function.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; METHODS&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;We sampled items across five cognitive domains central to neuropsychological testing (episodic memory [EM], semantic memory/language [SM], working memory [WM], executive function/flexible thinking, and processing speed [PS]). The item bank consists of 54 items, with 9 items of varying difficulty drawn from six different cognitive tasks. Each of the 54 items has 3 response trials, yielding an ordinal score (0–3 trials correct). We also include three long-term memory items not designed for adaptive administration, for a total bank of 57 items. Calibration data were collected in-person and online, calibrated using a bifactor MIRT model, and pCAT-COG scores validated against a technician-administered neuropsychological battery.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; RESULTS&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;The bifactor MIRT model improved fit over a unidimensional IRT model (&lt;i&gt;p&lt;/i&gt; &lt; 0.0001). The global pCAT-COG scores were inversely correlated with age (&lt;i&gt;r&lt;/i&gt; = –0.44, &lt;i&gt;p&lt;/i&gt; &lt; 0.0001). Simulated adaptive administration of 11 items maintained a correlation of &lt;i&gt;r&lt;/i&gt; = 0.94 with the total item bank scores. Significant differences between mild and no cognitive impairment (NCI) were found (effect size of 1.08 SD units). The pCAT-COG correlated with clinician-based global measure (&lt;i&gt;r&lt;/i&gt; = 0.64).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; DISCUSSION&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;MIRT-based CAT is feasible and valid for the assessment of global cognitive impairment, laying the foundation for the development of a full CAT-COG that will draw from a much larger item bank with both global and domain specific measures of cognitive impairment.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Highlights&lt;/h3&gt;\u0000 \u0000 &lt;div&gt;\u0000 &lt;ul&gt;\u0000 \u0000 &lt;li&gt;As Americans age, numbers at risk for developing cognitive impairment are increasing.&lt;/li","PeriodicalId":53225,"journal":{"name":"Alzheimer''s and Dementia: Translational Research and Clinical Interventions","volume":"10 4","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/trc2.70018","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142758115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An environmental scan of equity-related measures for the certified nursing assistant dementia care workforce 环境扫描的权益相关措施的认证护理助理痴呆症护理工作人员
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-30 DOI: 10.1002/trc2.70012
Jasmine L. Travers, Shivani Shenoy, Julia Tague-LaCrone, Hillary Leger
<div> <section> <h3> INTRODUCTION</h3> <p>Certified nursing assistants (CNAs) constitute the largest segment of the nursing home workforce, with over 50% of the dementia care workforce comprised of racial and ethnic minoritized individuals. Despite their critical role in dementia care, CNAs face significant inequities in terms of salary, treatment, and working conditions. To enhance equity and improve working conditions, valid and reliable measures are essential for nursing homes to assess their current environment, track progress, and refine strategies. This paper synthesizes existing measures and tools that assess equity-related constructs among CNAs.</p> </section> <section> <h3> METHODS</h3> <p>We conducted an environmental scan to identify existing measures, tools, and instruments assessing equity-related constructs among CNAs in nursing homes. Our search focused on nine key equity-related constructs: training, job satisfaction, compensation, staffing/workload, burnout, working conditions/environment, role, leadership, and turnover.</p> </section> <section> <h3> RESULTS</h3> <p>Our environmental scan resulted in 15 measures, tools, or instruments relevant to CNA equity. These instruments focused on job satisfaction, retention and turnover, job commitment, leadership experiences, and work environment. Sixty percent of these tools lacked reported validity or reliability data. While the remaining 40% demonstrated strong psychometric properties, overall, the methodological rigor of available measures is inconsistent. A critical gap in the existing literature is the absence of tools measuring burnout or workload, among CNAs.</p> </section> <section> <h3> DISCUSSION</h3> <p>The identified measures/tools offer potential for evaluating the effectiveness of interventions addressing CNA equity. However, it is imperative to establish the validity and reliability of these instruments across diverse populations, particularly among racial and ethnic minoritized groups, and develop or adapt tools that measure burnout and workload for CNAs. Furthermore, a deeper understanding of the underlying mechanisms driving these inequities through qualitative data is crucial for developing targeted and impactful interventions.</p> </section> <section> <h3> Highlights</h3> <div> <ul> <li>Measuring equity among CNAs is important to evaluate strategies intended to improve equity.</li>
注册护理助理(CNAs)是养老院劳动力中最大的一部分,超过50%的痴呆症护理劳动力由种族和少数民族个人组成。尽管他们在痴呆症护理中发挥着关键作用,但CNAs在工资、待遇和工作条件方面面临着严重的不平等。为了加强公平和改善工作条件,有效和可靠的措施对养老院评估其当前环境、跟踪进展和完善战略至关重要。本文综合了评估cna之间股权相关结构的现有措施和工具。方法:我们进行了一项环境扫描,以确定现有的措施、工具和工具,评估疗养院中cna的股权相关结构。我们的研究集中在九个与股权相关的关键要素上:培训、工作满意度、薪酬、人员配置/工作量、倦怠、工作条件/环境、角色、领导力和人员流失率。结果:我们的环境扫描产生了15种与CNA公平相关的测量、工具或仪器。这些工具主要关注工作满意度、留任和离职率、工作承诺、领导经验和工作环境。这些工具中有60%缺乏报告的有效性或可靠性数据。虽然其余40%表现出强烈的心理测量特性,但总体而言,可用测量方法的严谨性是不一致的。现有文献中的一个关键差距是缺乏测量cna中职业倦怠或工作量的工具。已确定的措施/工具为评估解决CNA公平问题的干预措施的有效性提供了潜力。然而,必须在不同的人群中建立这些工具的有效性和可靠性,特别是在种族和少数民族群体中,并开发或调整测量cna的倦怠和工作量的工具。此外,通过定性数据更深入地了解导致这些不平等的潜在机制,对于制定有针对性和有影响力的干预措施至关重要。衡量cna之间的公平对于评估旨在改善公平的战略非常重要。所确定的工具可以评估cna对与公平相关的重要结构的感受。我们发现没有工具可以全面测量cna的工作量或倦怠。
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引用次数: 0
Relationship between physical activity and biomarkers of pathology and neuroinflammation in preclinical autosomal-dominant Alzheimer's disease 常染色体显性阿尔茨海默病临床前患者身体活动与病理和神经炎症生物标志物的关系
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-28 DOI: 10.1002/trc2.70003
Edmarie Guzmán-Vélez, Angelys Rivera-Hernández, Sofia Fabrega, Gabriel Oliveira, Jairo E. Martínez, Ana Baena, Glen Picard, Francisco Lopera, Steven E. Arnold, J Andrew Taylor, Yakeel T. Quiroz
<div> <section> <h3> Objective</h3> <p>Physical activity (PA) has been linked to reduced Alzheimer's disease (AD) risk. However, less is known about its effects in the AD preclinical stage. We aimed to investigate whether greater PA was associated with lower plasma biomarkers of AD pathology, neural injury, reactive astrocytes, and better cognition in individuals with autosomal-dominant AD due to the presenilin-1 E280A mutation who are virtually guaranteed to develop dementia.</p> </section> <section> <h3> Methods</h3> <p>Twenty-eight cognitively unimpaired mutation carriers (ages x̄ = 29.28) wore a FitBit Charge-4 for 14 days. We calculated their average steps to measure locomotion, and Training Impulse (TRIMP) to quantify the intensity and duration of PAs using heart rate. Plasma amyloid beta 42/40 ratio, phosphorylated tau 181, neurofilament light chain, and glial fibrillary acidic protein (GFAP) were measured. Cognition was assessed with the Consortium to Establish a Registry for Alzheimer's Disease word list learning and delayed recall, Trail Making Test Part A, and Wechsler Adult Intelligence Scale-version IV Digit Span Backward. We conducted multiple linear regressions controlling for age, sex, body mass index, and education.</p> </section> <section> <h3> Results</h3> <p>There were no associations among steps or TRIMP with plasma biomarkers or cognition. Greater TRIMP was related to higher GFAP levels.</p> </section> <section> <h3> Conclusions</h3> <p>PA was not associated with cognition or plasma biomarkers. However, greater intensity and duration of PAs were related to higher GFAP. Participants engaged very little in moderate to vigorous PA. Therefore, light PA may not exert a significant protective effect in preclinical AD. Future work with larger samples and longitudinal data is needed to elucidate further the potential impact of PA on AD progression in the preclinical stages.</p> </section> <section> <h3> Highlights</h3> <div> <ul> <li>Locomotion (average steps) was not associated with plasma biomarkers or cognition.</li> <li>Greater training load (training impulse) was related to higher glial fibrillary acidic protein levels in mutation carriers.</li> <li>Light physical activity may not suffice to exert a protective effect on Alzheimer's disease.</li> </ul>
体育活动(PA)与降低阿尔茨海默病(AD)风险有关。然而,人们对其在阿尔茨海默病临床前阶段的作用知之甚少。我们的目的是研究高PA是否与常染色体显性AD患者由于早老素-1 E280A突变而导致的阿尔茨海默病病理、神经损伤、反应性星形胶质细胞和更好的认知能力较低的血浆生物标志物相关,这些人几乎肯定会发展为痴呆。方法28例认知功能正常的突变携带者(年龄29.28岁)佩戴FitBit Charge-4 14天。我们计算了他们的平均步数来测量运动,并使用心率计算了训练冲量(TRIMP)来量化PAs的强度和持续时间。测定血浆β淀粉样蛋白42/40比值、磷酸化tau 181、神经丝轻链和胶质纤维酸性蛋白(GFAP)。认知评估采用了阿尔茨海默病单词表学习和延迟回忆注册联盟、线索制作测试a部分和韦氏成人智力量表-第四版数字广度向后。我们进行了多重线性回归,控制了年龄、性别、体重指数和教育程度。结果步骤或TRIMP与血浆生物标志物或认知无相关性。较高的TRIMP与较高的GFAP水平相关。结论PA与认知或血浆生物标志物无关。然而,PAs的强度和持续时间越长,GFAP越高。参与者很少参与中度到剧烈的PA。因此,轻PA可能对临床前AD没有明显的保护作用。未来需要更大的样本和纵向数据来进一步阐明PA对临床前阶段AD进展的潜在影响。运动(平均步数)与血浆生物标志物或认知无关。较大的训练负荷(训练冲量)与突变携带者较高的胶质原纤维酸性蛋白水平有关。轻微的体育活动可能不足以对阿尔茨海默病产生保护作用。
{"title":"Relationship between physical activity and biomarkers of pathology and neuroinflammation in preclinical autosomal-dominant Alzheimer's disease","authors":"Edmarie Guzmán-Vélez,&nbsp;Angelys Rivera-Hernández,&nbsp;Sofia Fabrega,&nbsp;Gabriel Oliveira,&nbsp;Jairo E. Martínez,&nbsp;Ana Baena,&nbsp;Glen Picard,&nbsp;Francisco Lopera,&nbsp;Steven E. Arnold,&nbsp;J Andrew Taylor,&nbsp;Yakeel T. Quiroz","doi":"10.1002/trc2.70003","DOIUrl":"https://doi.org/10.1002/trc2.70003","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Objective&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Physical activity (PA) has been linked to reduced Alzheimer's disease (AD) risk. However, less is known about its effects in the AD preclinical stage. We aimed to investigate whether greater PA was associated with lower plasma biomarkers of AD pathology, neural injury, reactive astrocytes, and better cognition in individuals with autosomal-dominant AD due to the presenilin-1 E280A mutation who are virtually guaranteed to develop dementia.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Methods&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Twenty-eight cognitively unimpaired mutation carriers (ages x̄ = 29.28) wore a FitBit Charge-4 for 14 days. We calculated their average steps to measure locomotion, and Training Impulse (TRIMP) to quantify the intensity and duration of PAs using heart rate. Plasma amyloid beta 42/40 ratio, phosphorylated tau 181, neurofilament light chain, and glial fibrillary acidic protein (GFAP) were measured. Cognition was assessed with the Consortium to Establish a Registry for Alzheimer's Disease word list learning and delayed recall, Trail Making Test Part A, and Wechsler Adult Intelligence Scale-version IV Digit Span Backward. We conducted multiple linear regressions controlling for age, sex, body mass index, and education.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;There were no associations among steps or TRIMP with plasma biomarkers or cognition. Greater TRIMP was related to higher GFAP levels.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Conclusions&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;PA was not associated with cognition or plasma biomarkers. However, greater intensity and duration of PAs were related to higher GFAP. Participants engaged very little in moderate to vigorous PA. Therefore, light PA may not exert a significant protective effect in preclinical AD. Future work with larger samples and longitudinal data is needed to elucidate further the potential impact of PA on AD progression in the preclinical stages.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Highlights&lt;/h3&gt;\u0000 \u0000 &lt;div&gt;\u0000 &lt;ul&gt;\u0000 \u0000 &lt;li&gt;Locomotion (average steps) was not associated with plasma biomarkers or cognition.&lt;/li&gt;\u0000 \u0000 &lt;li&gt;Greater training load (training impulse) was related to higher glial fibrillary acidic protein levels in mutation carriers.&lt;/li&gt;\u0000 \u0000 &lt;li&gt;Light physical activity may not suffice to exert a protective effect on Alzheimer's disease.&lt;/li&gt;\u0000 &lt;/ul&gt;\u0000 ","PeriodicalId":53225,"journal":{"name":"Alzheimer''s and Dementia: Translational Research and Clinical Interventions","volume":"10 4","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/trc2.70003","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142748938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of disease impact through health-related quality of life measurement in primary progressive aphasia 通过测量原发性进行性失语症患者与健康相关的生活质量来评估疾病影响
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-26 DOI: 10.1002/trc2.12499
Thomas Hopkins, Eunbi Kwon, Allison Lapins, Nathan Gill, Angela Roberts, Emily Rogalski

INTRODUCTION

Measurements of health-related quality of life (HRQoL) are important for capturing disease impact beyond physical health and relative to other diseases but have rarely been assessed in primary progressive aphasia (PPA).

METHODS

HRQoL was characterized overall, by sex and subtype in PPA (n = 118) using the Health Utilities Index-2/3 (HUI2/3). Multiple linear regression assessed associations between HRQoL and language severity.

RESULTS

Multi-attribute HUI2/3 summary scores indicated moderate to severe impairment. Scores did not differ by sex and were more severe for semantic than non-semantic PPA. Language severity scores showed significant associations with HUI multi-attribute scores and select single-attribute measures (hearing, sensation, cognition, and speech) with less language impairment associated with better functional capacity related to HRQoL.

DISCUSSION

This study identified poor HRQoL in a relatively large PPA cohort. HRQoL measures aid in determining patient perspective, policy decision making, and resource allocation. Results may be used to advocate for PPA support.

Highlights

  • Primary progressive aphasia (PPA) negatively impacts health-related quality of life.
  • Health utilities index scores are associated with Western Aphasia Battery performance in PPA.
  • Severity of language impairment in PPA is associated with poorer quality of life.
引言 健康相关生活质量(HRQoL)的测量对于了解疾病对身体健康以外的影响以及相对于其他疾病的影响非常重要,但很少有人对原发性进行性失语症(PPA)进行评估。 方法 使用健康效用指数-2/3(HUI2/3)对 PPA(n = 118)的总体、性别和亚型进行 HRQoL 特征描述。多元线性回归评估了 HRQoL 与语言严重程度之间的关联。 结果 多属性 HUI2/3 总分显示存在中度至重度障碍。得分没有性别差异,语义型 PPA 比非语义型 PPA 更为严重。语言严重程度得分与 HUI 多属性得分和选定的单属性测量(听力、感觉、认知和言语)有显著关联,语言障碍越轻,与 HRQoL 相关的功能能力越强。 讨论 本研究在一个相对较大的 PPA 群体中发现了较差的 HRQoL。HRQoL 测量有助于确定患者观点、政策决策和资源分配。研究结果可用于倡导对 PPA 的支持。 亮点 原发性进行性失语症(PPA)对健康相关的生活质量有负面影响。 健康效用指数得分与 PPA 患者的 Western Aphasia Battery 表现相关。 PPA 语言障碍的严重程度与较差的生活质量有关。
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引用次数: 0
Understanding recent advances in non-amyloid/non-tau (NANT) biomarkers and therapeutic targets in Alzheimer's disease 了解阿尔茨海默病非淀粉样蛋白/非陶氏体 (NANT) 生物标记物和治疗靶点的最新进展
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-22 DOI: 10.1002/trc2.70014
Linda J. Van Eldik, Eric R. Siemers, Emily C. Collins, Michael Gold, David Henley, Peter Johannsen, Hans J. Möbius, Melanie Shulman, Jin Zhou, Maria Carrillo, Christopher Weber

The Alzheimer's disease (AD) research community continues to make great strides in expanding approaches for early detection and treatment of the disease, including recent advances in our understanding of fundamental AD pathophysiology beyond the classical targets: beta-amyloid and tau. Recent clinical trial readouts implicate a variety of non-amyloid/non-tau (NANT) approaches that show promise in slowing cognitive decline for people with AD. The Alzheimer's Association Research Roundtable (AARR) meeting held on December 13–14, 2022, reviewed the current state of NANT targets on underlying AD pathophysiology and their contribution to cognitive decline, the current data on a diverse range of NANT biomarkers and therapeutic targets, and the integration of NANT concepts in clinical trial designs. Participants also discussed the current definition of therapies that target underlying AD pathophysiology, what endpoints best define what is considered a meaningful change beyond the current approved definition for clinical efficacy, and how the recent NANT findings should inform the development of future guidelines for AD classification and personalized treatment strategies.

Highlights

  • The Alzheimer's Association Research Roundtable (AARR) convened leaders from industry, academia, and government to review the current state of non-beta amyloid and non-tau (NANT) targets on underlying Alzheimer's disease (AD) pathophysiology.
  • The totality of scientific and clinical evidence supports the hypothesis that emerging NANT targets play a role in cognitive decline and neurodegeneration in AD.
  • New biomarkers based on NANT targets must be globally developed and implemented with specific consideration of fluid biomarkers as a cost-effective clinical option, to ensure better, more equitable treatment options for AD.
阿尔茨海默病(AD)研究界在拓展早期检测和治疗方法方面继续取得长足进步,其中包括我们最近在了解经典靶点(β-淀粉样蛋白和tau)之外的阿尔茨海默病基本病理生理学方面取得的进展。最近的临床试验结果表明,多种非淀粉样蛋白/非 tau(NANT)方法有望减缓阿兹海默症患者的认知能力衰退。阿尔茨海默氏症协会研究圆桌会议(AARR)于 2022 年 12 月 13-14 日举行,会议回顾了非淀粉样蛋白/非 tau(NANT)靶点在阿尔茨海默氏症病理生理学基础上的现状及其对认知能力下降的作用、各种非淀粉样蛋白/非 tau 生物标志物和治疗靶点的当前数据,以及将非淀粉样蛋白/非 tau 概念纳入临床试验设计的情况。与会者还讨论了针对阿兹海默病潜在病理生理学的疗法的当前定义、什么终点最能定义超出当前批准的临床疗效定义的有意义改变,以及最近的 NANT 研究结果应如何为未来阿兹海默病分类和个性化治疗策略指南的制定提供参考。 亮点阿尔茨海默病协会研究圆桌会议(AARR)召集了来自业界、学术界和政府的领导者,共同回顾了非β淀粉样蛋白和非tau(NANT)靶点对阿尔茨海默病(AD)病理生理学的影响现状。 所有的科学和临床证据都支持这样一个假设,即新出现的 NANT 靶点在阿尔茨海默病的认知功能衰退和神经变性中发挥着作用。 必须在全球范围内开发和实施基于 NANT 靶点的新生物标记物,并将流体生物标记物作为一种具有成本效益的临床选择加以具体考虑,以确保为阿尔茨海默病提供更好、更公平的治疗选择。
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引用次数: 0
The African Initiative for Bioinformatics Online Training in Neurodegenerative Diseases (AI-BOND): Investing in the next generation of African neuroscientists 非洲神经退行性疾病生物信息学在线培训计划(AI-BOND):投资于下一代非洲神经科学家
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-31 DOI: 10.1002/trc2.70002
Bernard Fongang, Biniyam A. Ayele, Yannick N. Wadop, Emmanuel Epenge, Cyrille D. Nkouonlack, Wepnyu Y. Njamnshi, Xueqiu Jian, Murali Sargurupremraj, Alice B. S. Nono Djotsa, Paul F. Seke Etet, Rebecca Bernal, Abdon Atangana, Jose E. Cavazos, Jayandra Jung Himali, Alfred N. Fonteh, Gladys Maestre, Alfred K. Njamnshi, Sudha Seshadri
<div> <section> <p>Neurodegenerative disorders, including Alzheimer's disease and AD-related dementias (AD/ADRD), pose significant challenges to health care systems globally, particularly in Africa. With the advances in medical technology and research capabilities, especially in next-generation sequencing and imaging, vast amounts of data have been generated from AD/ADRD research. Given that the greatest increase in AD/ADRD prevalence is expected to occur in Africa, it is critical to establish comprehensive bioinformatics training programs to help African scientists leverage existing data and collect additional information to untangle AD/ADRD heterogeneity in African populations. The South Texas Alzheimer's Disease Research Center, with efforts from the National Institutes of Health and the Global Brain Health Institute, has partnered with the Brain Research Africa Initiative to develop the <b>A</b>frican <b>I</b>nitiative on <b>B</b>ioinformatics <b>O</b>nline Training in <b>N</b>eurodegenerative <b>D</b>isease (<b>AI-BOND</b>). AI-BOND is a comprehensive and accessible training program, the aim of which is to advance biostatistics and bioinformatics expertise in Africa in studying neurodegenerative diseases. This expertise is essential to enable African scientists to utilize the extensive AD/ADRD data and enhance the continent's ability to contribute to global research efforts in this field. The training addresses the gap in analyzing neurodegenerative disease data by providing skills and knowledge in genetic epidemiology, biostatistics, and bioinformatics to African students and researchers. This innovative online training program will last 6 months and provide training in skill sets R, SAS, and Python programing, genome-wide association studies, genomics, transcriptomics, proteomics, metabolomics, microbiome analysis, and advanced statistical methods. Additional training will include study design and manuscript and grant writing. The first cohort of the AI-BOND program will graduate in June 2024. The AI-BOND program is expected to build research computational capacities in Africa that will improve the ability of graduates to conduct and utilize large-scale studies, with the goal of curbing the growing incidence of neurodegenerative diseases in Africa.</p> </section> <section> <h3> Highlights</h3> <div> <ul> <li>Alzheimer's disease (AD) and AD-related dementias (ADRD) pose significant health challenges globally, particularly in Africa.</li> <li>The most significant AD/ADRD prevalence increase is predicted to occur in Africa.</li> <li>It is crucial to establish a bioinformatics training capacity in Africa to leverage the vast number
神经退行性疾病,包括阿尔茨海默病和老年痴呆症(AD/ADRD),给全球,尤其是非洲的医疗保健系统带来了巨大挑战。随着医疗技术和研究能力的进步,特别是下一代测序和成像技术的发展,AD/ADRD 研究产生了大量数据。鉴于阿兹海默症/阿兹海默症发病率的最大增幅预计将出现在非洲,因此建立全面的生物信息学培训计划以帮助非洲科学家利用现有数据并收集更多信息,从而解开非洲人群中阿兹海默症/阿兹海默症异质性的谜团至关重要。在美国国立卫生研究院(National Institutes of Health)和全球脑健康研究所(Global Brain Health Institute)的努力下,南德克萨斯阿尔茨海默病研究中心(South Texas Alzheimer's Disease Research Center)与非洲脑研究计划(Brain Research Africa Initiative)合作开发了非洲神经退行性疾病生物信息学在线培训计划(AI-BOND)。AI-BOND 是一个全面、便捷的培训计划,旨在提高非洲研究神经退行性疾病的生物统计学和生物信息学专业知识。这些专业知识对于非洲科学家利用广泛的 AD/ADRD 数据和提高非洲大陆为这一领域的全球研究工作做出贡献的能力至关重要。培训通过向非洲学生和研究人员提供遗传流行病学、生物统计学和生物信息学方面的技能和知识,弥补了分析神经退行性疾病数据方面的不足。这项创新的在线培训计划将持续 6 个月,提供 R、SAS 和 Python 程序设计、全基因组关联研究、基因组学、转录组学、蛋白质组学、代谢组学、微生物组分析和高级统计方法等方面的技能培训。其他培训还包括研究设计、手稿和补助金撰写。AI-BOND 计划的第一批学生将于 2024 年 6 月毕业。AI-BOND 计划有望在非洲建立研究计算能力,提高毕业生开展和利用大规模研究的能力,从而遏制非洲神经退行性疾病发病率的增长。 亮点阿尔茨海默病(AD)和与 AD 相关的痴呆症(ADRD)对全球,尤其是非洲的健康构成了重大挑战。 据预测,非洲的阿兹海默病/阿兹海默病相关痴呆症患病率将出现最明显的增长。 在非洲建立生物信息学培训能力,以利用正在生成的大量多组学和 AD/ADRD 影像生物标志物数据至关重要。 非洲神经退行性疾病生物信息学在线培训倡议(AI-BOND)培训旨在解决非洲在研究设计、生物统计学、遗传流行病学以及与神经退行性疾病相关的生物信息学方面存在的差距。 预计 AI-BOND 的成功将有助于提高非洲的计算研究能力。
{"title":"The African Initiative for Bioinformatics Online Training in Neurodegenerative Diseases (AI-BOND): Investing in the next generation of African neuroscientists","authors":"Bernard Fongang,&nbsp;Biniyam A. Ayele,&nbsp;Yannick N. Wadop,&nbsp;Emmanuel Epenge,&nbsp;Cyrille D. Nkouonlack,&nbsp;Wepnyu Y. Njamnshi,&nbsp;Xueqiu Jian,&nbsp;Murali Sargurupremraj,&nbsp;Alice B. S. Nono Djotsa,&nbsp;Paul F. Seke Etet,&nbsp;Rebecca Bernal,&nbsp;Abdon Atangana,&nbsp;Jose E. Cavazos,&nbsp;Jayandra Jung Himali,&nbsp;Alfred N. Fonteh,&nbsp;Gladys Maestre,&nbsp;Alfred K. Njamnshi,&nbsp;Sudha Seshadri","doi":"10.1002/trc2.70002","DOIUrl":"https://doi.org/10.1002/trc2.70002","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;p&gt;Neurodegenerative disorders, including Alzheimer's disease and AD-related dementias (AD/ADRD), pose significant challenges to health care systems globally, particularly in Africa. With the advances in medical technology and research capabilities, especially in next-generation sequencing and imaging, vast amounts of data have been generated from AD/ADRD research. Given that the greatest increase in AD/ADRD prevalence is expected to occur in Africa, it is critical to establish comprehensive bioinformatics training programs to help African scientists leverage existing data and collect additional information to untangle AD/ADRD heterogeneity in African populations. The South Texas Alzheimer's Disease Research Center, with efforts from the National Institutes of Health and the Global Brain Health Institute, has partnered with the Brain Research Africa Initiative to develop the &lt;b&gt;A&lt;/b&gt;frican &lt;b&gt;I&lt;/b&gt;nitiative on &lt;b&gt;B&lt;/b&gt;ioinformatics &lt;b&gt;O&lt;/b&gt;nline Training in &lt;b&gt;N&lt;/b&gt;eurodegenerative &lt;b&gt;D&lt;/b&gt;isease (&lt;b&gt;AI-BOND&lt;/b&gt;). AI-BOND is a comprehensive and accessible training program, the aim of which is to advance biostatistics and bioinformatics expertise in Africa in studying neurodegenerative diseases. This expertise is essential to enable African scientists to utilize the extensive AD/ADRD data and enhance the continent's ability to contribute to global research efforts in this field. The training addresses the gap in analyzing neurodegenerative disease data by providing skills and knowledge in genetic epidemiology, biostatistics, and bioinformatics to African students and researchers. This innovative online training program will last 6 months and provide training in skill sets R, SAS, and Python programing, genome-wide association studies, genomics, transcriptomics, proteomics, metabolomics, microbiome analysis, and advanced statistical methods. Additional training will include study design and manuscript and grant writing. The first cohort of the AI-BOND program will graduate in June 2024. The AI-BOND program is expected to build research computational capacities in Africa that will improve the ability of graduates to conduct and utilize large-scale studies, with the goal of curbing the growing incidence of neurodegenerative diseases in Africa.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Highlights&lt;/h3&gt;\u0000 \u0000 &lt;div&gt;\u0000 &lt;ul&gt;\u0000 \u0000 &lt;li&gt;Alzheimer's disease (AD) and AD-related dementias (ADRD) pose significant health challenges globally, particularly in Africa.&lt;/li&gt;\u0000 \u0000 &lt;li&gt;The most significant AD/ADRD prevalence increase is predicted to occur in Africa.&lt;/li&gt;\u0000 \u0000 &lt;li&gt;It is crucial to establish a bioinformatics training capacity in Africa to leverage the vast number","PeriodicalId":53225,"journal":{"name":"Alzheimer''s and Dementia: Translational Research and Clinical Interventions","volume":"10 4","pages":""},"PeriodicalIF":4.9,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/trc2.70002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142561726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting regional tau accumulation with machine learning-based tau-PET and advanced radiomics 利用基于机器学习的 tau-PET 和先进的放射组学预测区域性 tau 积累
IF 4.9 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-29 DOI: 10.1002/trc2.70005
Saima Rathore, Ixavier A. Higgins, Jian Wang, Ian A. Kennedy, Leonardo Iaccarino, Samantha C. Burnham, Michael J. Pontecorvo, Sergey Shcherbinin
<div> <section> <h3> INTRODUCTION</h3> <p>Alzheimer's disease is partially characterized by the progressive accumulation of aggregated tau-containing neurofibrillary tangles. Although the association between accumulated tau, neurodegeneration, and cognitive decline is critical for disease understanding and clinical trial design, we still lack robust tools to predict individualized trajectories of tau accumulation. Our objective was to assess whether brain imaging biomarkers of flortaucipir-positron emission tomography (PET), in combination with clinical and genomic measures, could predict future pathological tau accumulation.</p> </section> <section> <h3> METHODS</h3> <p>We quantified the disease profile of participants (<i>N</i> = 276) using a comprehensive set of descriptors, including clinical/demographic (age, diagnosis, amyloid status, sex, race, ethnicity), genetic (apolipoprotein E [APOE]-ε4), and flortaucipir-PET imaging measures (regional flortaucipir standardized uptake value ratio [SUVr] and comprehensive radiomic texture features extracted from Automated Anatomical Labeling template regions). We trained an AdaBoost machine learning algorithm in a 2:1 split train-test configuration to derive a prognostic index that (i) stratifies individualized brain regions including global (AD-signature region) and lobar regions (frontal, occipital, parietal, temporal) into stable/slow- and fast-progressors based on future tau accumulation, and (ii) forecasts individualized regional annualized-rate-of-change in flortaucipir-PET SUVr. Further, we developed an adaptive model incorporating flortaucipir-PET measurements from the baseline and intermediate timepoints to predict annualized-rate-of-change.</p> </section> <section> <h3> RESULTS</h3> <p>In binary classification for predicting stable/slow- versus fast-progressors, the area-under-the-receiver-operating-characteristic curve was 0.86 in the AD-signature region and 0.83, 0.82, 0.84, and 0.83 in frontal, occipital, parietal, and temporal regions, respectively. The trained models successfully predicted annualized-rate-of-change of flortaucipir-PET regional flortaucipir SUVr in AD-signature and lobar regions (Pearson-correlation [<i>R</i>]: AD-signature = 0.73; frontal = 0.73; occipital = 0.71; parietal = 0.70; temporal = 0.69). The models’ performance in predicting annualized-rate-of-change slightly increased when imaging features from intermediate timepoints were used in the adaptive setting (<i>R</i>: AD-signature = 0.79; frontal = 0.87; occipital = 0.83; parietal = 0.74; temporal = 0.82).</p> </section> <section> <h3> DISCUSSION<
引言 阿尔茨海默病的部分特征是含有神经纤维缠结的 tau 逐渐聚集。尽管积累的 tau、神经变性和认知能力下降之间的关联对于疾病的理解和临床试验的设计至关重要,但我们仍然缺乏强有力的工具来预测个体化的 tau 积累轨迹。我们的目的是评估氟替哌啶正电子发射断层扫描(PET)的脑成像生物标记物是否能结合临床和基因组学指标预测未来的病理tau累积。 方法 我们使用一套全面的描述因子量化了参与者(N = 276)的疾病概况,包括临床/人口学(年龄、诊断、淀粉样蛋白状态、性别、种族、民族)、基因(载脂蛋白 E [APOE]-ε4)和氟陶西弼-正电子发射计算机断层成像测量(区域氟陶西弼标准化摄取值比 [SUVr] 和从自动解剖标记模板区域提取的全面放射纹理特征)。我们以 2:1 的训练-测试分离配置训练了 AdaBoost 机器学习算法,从而得出了一种预后指数:(i) 根据未来的 tau 累积情况,将包括全脑(AD 标志区)和脑叶区(额叶、枕叶、顶叶、颞叶)在内的个性化脑区分为稳定/慢进展和快进展脑区;(ii) 预测个性化区域的氟替卡西平-PET SUVr 年化变化率。此外,我们还开发了一个自适应模型,该模型结合了基线和中间时间点的花生苷-PET 测量值来预测年变化率。 结果 在预测稳定/缓慢进展者和快速进展者的二元分类中,AD 标志区的接收器工作特征曲线下面积为 0.86,额叶、枕叶、顶叶和颞叶区的接收器工作特征曲线下面积分别为 0.83、0.82、0.84 和 0.83。训练模型成功预测了AD特征区和脑叶区的floraucipir-PET区域floraucipir SUVr的年化变化率(Pears-correlation [R]:AD-特征=0.73;额叶=0.73;枕叶=0.71;顶叶=0.70;颞叶=0.69)。在自适应设置中使用中间时间点的成像特征时,模型预测年化变化率的性能略有提高(R:AD-特征 = 0.79;额叶 = 0.87;枕叶 = 0.83;顶叶 = 0.74;颞叶 = 0.82)。 综上所述,我们的研究结果提出了一种预测未来 tau 累积的稳健方法,可提高临床试验参与者的入组、分层和疗效评估能力。 亮点 机器学习预测阿尔茨海默病未来的 tau 累积率。 叶状/全局区域的 Tau 预测得益于多样化的多模态特征。 这一预后指数可作为对患者进行分层的灵敏工具。
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引用次数: 0
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Alzheimer''s and Dementia: Translational Research and Clinical Interventions
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