Julie A Saugstad, Ursula S Sandau, Jack Wiedrick, Trevor J. McFarland, Douglas R. Galasko, Joseph F Quinn
{"title":"验证人类脑脊液中阿尔茨海默病中改变的miRNA也可作为人类血浆中阿尔茨海默病的miRNA生物标志物","authors":"Julie A Saugstad, Ursula S Sandau, Jack Wiedrick, Trevor J. McFarland, Douglas R. Galasko, Joseph F Quinn","doi":"10.1002/alz.094980","DOIUrl":null,"url":null,"abstract":"BackgroundAlzheimer’s disease (AD) is the most common cause of dementia, and the fifth leading cause of death for those 65 and older. Brain changes in AD begin 10‐20 years before symptoms appear, yet markers for early brain changes are lacking. We discovered and validated miRNAs in human cerebrospinal fluid (CSF) that differentiate AD from Controls. However, as blood is a preferred biofluid for biomarker profiling, we evaluated 1) the intraindividual longitudinal stability of human miRNAs in plasma, then 2) expression of the CSF AD miRNAs in plasma.MethodFor the longitudinal stability study, blood was collected by venipuncture biweekly over 3 months from 22 donors who had fasted overnight. For the CSF‐plasma miRNA correlation, we obtained 320 donor‐ and date‐ matched CSF and plasma AD and Control samples from the AD Neuroimaging Initiative. We isolated total RNA from 1) 200 µL of platelet‐free plasma or 2) 250 µL of CSF and plasma. MiRNA expression was assessed by qPCR using custom TaqMan human arrays. All studies were approved by OHSU IRB00009707.Result1) For the longitudinal stability study, of 134 miRNAs amplified, 74 had high test‐retest reliability and low percentage level drift. Importantly, 13 candidate miRNA biomarkers for AD were stable in plasma over 3 months, and we found that hemolysis and tobacco use had the greatest impact on miRNA levels and variance. 2) For the CSF‐plasma study, the data revealed that individual plasma miRNAs are more predictive than CSF for AD, and a combination of plasma miRNAs are more predictive for AD than CSF. In addition, the highest‐probability plasma model for AD contains 2 complementary miRNAs, one positive (increased log fold change in expression), and one negative for fold change (decreased log fold change in expression).ConclusionThese studies revealed plasma miRNAs that are stable over the 3‐month time, including candidate AD biomarkers. They also revealed miRNAs that are not stable over the 3‐month time, including miRNAs previously reported as biomarkers AD. In addition, the CSF‐plasma studies validated that AD CSF miRNAs differentiate AD from Controls in plasma, supporting the use of plasma for further development of AD miRNA biomarkers for clinical assays.","PeriodicalId":7471,"journal":{"name":"Alzheimer's & Dementia","volume":"85 1","pages":""},"PeriodicalIF":13.0000,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Validation that miRNAs altered in Alzheimer’s disease in human cerebrospinal fluid also function as miRNA biomarkers for Alzheimer’s disease in human plasma\",\"authors\":\"Julie A Saugstad, Ursula S Sandau, Jack Wiedrick, Trevor J. McFarland, Douglas R. Galasko, Joseph F Quinn\",\"doi\":\"10.1002/alz.094980\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"BackgroundAlzheimer’s disease (AD) is the most common cause of dementia, and the fifth leading cause of death for those 65 and older. Brain changes in AD begin 10‐20 years before symptoms appear, yet markers for early brain changes are lacking. We discovered and validated miRNAs in human cerebrospinal fluid (CSF) that differentiate AD from Controls. However, as blood is a preferred biofluid for biomarker profiling, we evaluated 1) the intraindividual longitudinal stability of human miRNAs in plasma, then 2) expression of the CSF AD miRNAs in plasma.MethodFor the longitudinal stability study, blood was collected by venipuncture biweekly over 3 months from 22 donors who had fasted overnight. For the CSF‐plasma miRNA correlation, we obtained 320 donor‐ and date‐ matched CSF and plasma AD and Control samples from the AD Neuroimaging Initiative. We isolated total RNA from 1) 200 µL of platelet‐free plasma or 2) 250 µL of CSF and plasma. MiRNA expression was assessed by qPCR using custom TaqMan human arrays. All studies were approved by OHSU IRB00009707.Result1) For the longitudinal stability study, of 134 miRNAs amplified, 74 had high test‐retest reliability and low percentage level drift. Importantly, 13 candidate miRNA biomarkers for AD were stable in plasma over 3 months, and we found that hemolysis and tobacco use had the greatest impact on miRNA levels and variance. 2) For the CSF‐plasma study, the data revealed that individual plasma miRNAs are more predictive than CSF for AD, and a combination of plasma miRNAs are more predictive for AD than CSF. In addition, the highest‐probability plasma model for AD contains 2 complementary miRNAs, one positive (increased log fold change in expression), and one negative for fold change (decreased log fold change in expression).ConclusionThese studies revealed plasma miRNAs that are stable over the 3‐month time, including candidate AD biomarkers. They also revealed miRNAs that are not stable over the 3‐month time, including miRNAs previously reported as biomarkers AD. In addition, the CSF‐plasma studies validated that AD CSF miRNAs differentiate AD from Controls in plasma, supporting the use of plasma for further development of AD miRNA biomarkers for clinical assays.\",\"PeriodicalId\":7471,\"journal\":{\"name\":\"Alzheimer's & Dementia\",\"volume\":\"85 1\",\"pages\":\"\"},\"PeriodicalIF\":13.0000,\"publicationDate\":\"2025-01-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Alzheimer's & Dementia\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/alz.094980\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Alzheimer's & Dementia","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/alz.094980","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
摘要
阿尔茨海默病(AD)是痴呆症最常见的原因,也是65岁及以上人群的第五大死因。阿尔茨海默病的大脑变化在症状出现前10 - 20年就开始了,但缺乏早期大脑变化的标志物。我们发现并验证了人脑脊液(CSF)中区分AD与对照组的miRNAs。然而,由于血液是生物标志物分析的首选生物流体,我们评估了1)血浆中人类miRNAs的个体纵向稳定性,然后评估了2)血浆中CSF AD miRNAs的表达。方法对22例禁食过夜的献血者进行纵向稳定性研究,每两周静脉穿刺采血,为期3个月。为了研究脑脊液与血浆miRNA的相关性,我们从阿尔茨海默病神经成像倡议组织获得了320份供体和日期匹配的脑脊液和血浆阿尔茨海默病和对照样本。我们从1)200µL无血小板血浆或2)250µL脑脊液和血浆中分离总RNA。使用自定义的TaqMan人阵列,通过qPCR评估MiRNA表达。结果1)在纵向稳定性研究中,扩增的134个mirna中,74个具有高测试-重测信度和低水平漂移百分比。重要的是,13种AD候选miRNA生物标志物在血浆中稳定超过3个月,我们发现溶血和吸烟对miRNA水平和方差的影响最大。2)对于脑脊液-血浆研究,数据显示单个血浆mirna比脑脊液更能预测AD,血浆mirna组合比脑脊液更能预测AD。此外,AD的最高概率血浆模型包含2个互补mirna,一个为阳性(表达增加对数倍变化),一个为阴性(表达减少对数倍变化)。这些研究揭示了血浆mirna在3个月的时间内是稳定的,包括候选AD生物标志物。他们还揭示了在3个月的时间内不稳定的mirna,包括先前报道的作为AD生物标志物的mirna。此外,CSF -血浆研究证实了AD CSF miRNA在血浆中区分AD和对照,支持血浆进一步开发用于临床分析的AD miRNA生物标志物。
Validation that miRNAs altered in Alzheimer’s disease in human cerebrospinal fluid also function as miRNA biomarkers for Alzheimer’s disease in human plasma
BackgroundAlzheimer’s disease (AD) is the most common cause of dementia, and the fifth leading cause of death for those 65 and older. Brain changes in AD begin 10‐20 years before symptoms appear, yet markers for early brain changes are lacking. We discovered and validated miRNAs in human cerebrospinal fluid (CSF) that differentiate AD from Controls. However, as blood is a preferred biofluid for biomarker profiling, we evaluated 1) the intraindividual longitudinal stability of human miRNAs in plasma, then 2) expression of the CSF AD miRNAs in plasma.MethodFor the longitudinal stability study, blood was collected by venipuncture biweekly over 3 months from 22 donors who had fasted overnight. For the CSF‐plasma miRNA correlation, we obtained 320 donor‐ and date‐ matched CSF and plasma AD and Control samples from the AD Neuroimaging Initiative. We isolated total RNA from 1) 200 µL of platelet‐free plasma or 2) 250 µL of CSF and plasma. MiRNA expression was assessed by qPCR using custom TaqMan human arrays. All studies were approved by OHSU IRB00009707.Result1) For the longitudinal stability study, of 134 miRNAs amplified, 74 had high test‐retest reliability and low percentage level drift. Importantly, 13 candidate miRNA biomarkers for AD were stable in plasma over 3 months, and we found that hemolysis and tobacco use had the greatest impact on miRNA levels and variance. 2) For the CSF‐plasma study, the data revealed that individual plasma miRNAs are more predictive than CSF for AD, and a combination of plasma miRNAs are more predictive for AD than CSF. In addition, the highest‐probability plasma model for AD contains 2 complementary miRNAs, one positive (increased log fold change in expression), and one negative for fold change (decreased log fold change in expression).ConclusionThese studies revealed plasma miRNAs that are stable over the 3‐month time, including candidate AD biomarkers. They also revealed miRNAs that are not stable over the 3‐month time, including miRNAs previously reported as biomarkers AD. In addition, the CSF‐plasma studies validated that AD CSF miRNAs differentiate AD from Controls in plasma, supporting the use of plasma for further development of AD miRNA biomarkers for clinical assays.
期刊介绍:
Alzheimer's & Dementia is a peer-reviewed journal that aims to bridge knowledge gaps in dementia research by covering the entire spectrum, from basic science to clinical trials to social and behavioral investigations. It provides a platform for rapid communication of new findings and ideas, optimal translation of research into practical applications, increasing knowledge across diverse disciplines for early detection, diagnosis, and intervention, and identifying promising new research directions. In July 2008, Alzheimer's & Dementia was accepted for indexing by MEDLINE, recognizing its scientific merit and contribution to Alzheimer's research.