School of Pharmacy and Biomedical Sciences, University of Central Lancashire, Preston PR1 2HE, United Kingdom;
Institute of Chemistry, Biological Chemistry and Chemometrics, Federal University of Rio Grande do Norte, Natal 59072-970, Brazil.
Proc Natl Acad Sci U S A. 2017 Sep 19;114(38):E7929-E7938. doi: 10.1073/pnas.1701517114. Epub 2017 Sep 5.
The progressive aging of the world's population makes a higher prevalence of neurodegenerative diseases inevitable. The necessity for an accurate, but at the same time, inexpensive and minimally invasive, diagnostic test is urgently required, not only to confirm the presence of the disease but also to discriminate between different types of dementia to provide the appropriate management and treatment. In this study, attenuated total reflection FTIR (ATR-FTIR) spectroscopy combined with chemometric techniques were used to analyze blood plasma samples from our cohort. Blood samples are easily collected by conventional venepuncture, permitting repeated measurements from the same individuals to monitor their progression throughout the years or evaluate any tested drugs. We included 549 individuals: 347 with various neurodegenerative diseases and 202 age-matched healthy individuals. Alzheimer's disease (AD; = 164) was identified with 70% sensitivity and specificity, which after the incorporation of apolipoprotein ε4 genotype ( ε4) information, increased to 86% when individuals carried one or two alleles of ε4, and to 72% sensitivity and 77% specificity when individuals did not carry ε4 alleles. Early AD cases ( = 14) were identified with 80% sensitivity and 74% specificity. Segregation of AD from dementia with Lewy bodies (DLB; = 34) was achieved with 90% sensitivity and specificity. Other neurodegenerative diseases, such as frontotemporal dementia (FTD; = 30), Parkinson's disease (PD; = 32), and progressive supranuclear palsy (PSP; = 31), were included in our cohort for diagnostic purposes. Our method allows for both rapid and robust diagnosis of neurodegeneration and segregation between different dementias.
世界人口的老龄化进程使得神经退行性疾病的高发不可避免。因此,迫切需要一种准确但同时廉价且微创的诊断测试,不仅要确认疾病的存在,还要区分不同类型的痴呆症,以便提供适当的管理和治疗。在这项研究中,衰减全反射傅里叶变换红外(ATR-FTIR)光谱结合化学计量学技术用于分析我们队列的血浆样本。通过常规静脉穿刺很容易采集血液样本,允许从同一个体中进行重复测量,以监测他们多年来的进展或评估任何测试药物。我们纳入了 549 名个体:347 名患有各种神经退行性疾病,202 名年龄匹配的健康个体。阿尔茨海默病(AD; = 164)的识别灵敏度和特异性分别为 70%,当纳入载脂蛋白 E4 基因型( ε4)信息后,携带一个或两个 ε4 等位基因的个体识别率提高到 86%,不携带 ε4 等位基因的个体识别率为 72%和 77%。早期 AD 病例( = 14)的识别灵敏度和特异性分别为 80%和 74%。AD 与路易体痴呆(DLB; = 34)的分离识别率为 90%和特异性为 90%。其他神经退行性疾病,如额颞叶痴呆(FTD; = 30)、帕金森病(PD; = 32)和进行性核上性麻痹(PSP; = 31)也被纳入我们的队列用于诊断目的。我们的方法允许快速和稳健地诊断神经退行性变,并区分不同的痴呆症。