Power3 Medical Products, Inc., The Woodlands, TX, USA.
Curr Alzheimer Res. 2012 Dec;9(10):1149-67. doi: 10.2174/156720512804142868.
Inasmuch as Alzheimer's disease (AD) is difficult to diagnose, patients with suspected dementias are often given FDA approved medications, including donepezil, rivastigmine, memantine HCl, or a combination, prior to diagnosis, and some respond with improved cognition. The present study demonstrates how concentrations of a select group of serum protein biomarkers can provide the basis for sensitive and specific differential diagnosis of AD in drug treated patients. Optimization is addressed by taking into account whether the patients and controls have or do not have increased risk of AD die to the presence or absence of Apolipoprotein E4.
For differential diagnosis of AD, prospectively collected newly drawn blood serum samples were obtained from drug treated Alzheimer's disease and Parkinson's disease patients from a first (39 drug treated DTAD, and 31 age matched normal controls) and second medical center (56 drug treated DTPD, 47 age-matched normal controls). Analytically validated quantitative 2D gel electrophoresis (%CV ≤ 20%; LOD ≥ 0.5 ng/spot, 300 μg/ml of blood serum) was employed with patient and control sera for differential diagnosis of AD. Protein quantitation was subjected to statistical analysis by single variable Dot, Box and Whiskers and Receiver Operator Characteristics (ROC) plots for individual biomarker performance, and multivariate linear discriminant analysis for joint performance of groups of biomarkers. Protein spots were identified and characterized by LC MS/MS of in-gel trypsin digests, amino acid sequence spans of the identified peptides, and the protein spot molecular weights and isoelectric points.
The single variable statistical profiles of 58 individual protein biomarker concentrations of the DTAD patient group differed from those of the normal and/or the disease control groups. Multivariate linear discriminant analysis of blood serum concentrations of the 58 proteins distinguished drug treated Alzheimer's disease (DTAD) patients from drug treated Parkinson's disease (DTPD) patients and age matched normal controls (collectively not-DTAD, DTAD Sensitivity 87.2%, Not-DTAD Specificity 87.2). Moreover, when the patients and controls were stratified into carriers or non-carriers of Alzheimer's high risk Apolipoprotein E 4 allele and/or the Apolipoprotein E4 protein, the DTAD, DTPD and control Apo E4 (+) profiles were more divergent from one another than the corresponding Apo E4 (-) profiles. Multivariate stepwise linear discriminant analysis selected 17 of the 58 biomarkers as optimal and complimentary for distinguishing Apo E4 (+) DTAD patients from Apo E4 (+) DTPD and Apo E4 (+) controls (collectively Apo E4 (+) not-DTAD, DTAD Sensitivity 100%, not-DTAD Specificity 100%) and 22 of the 58 biomarkers for distinguishing Apo E4 (-) DTAD patients from Apo E4 (-) DTPD and Apo E4 (-) controls (collectively Apo E4 (-) not-DTAD, DTAD Sensitivity 94.4%, not- DTAD Specificity 94.4%). Only 6 of the selected proteins were common to both the Apo E4 (+) and the Apo E4 (-) discriminant functions. Recombining of the results of Apo E4 (+) and Apo E4 (-) discriminations provided overall sensitivity for total DTAD of 97.4% and specificity for total not-DTAD of 95.7%.
These results can form the basis of a blood test for differential diagnosis of Alzheimer's disease patients already under treatment (DTAD) by anti dementia drugs, including donepezil, rivastigmine, memantine HCl, or a combination thereof. Also, the profile differences and the rise in specificity and sensitivity obtained by handling the Apo E4 (+) and Apo E4 (-) groups separately supports the concept that they are different patient and control populations in terms of the "normal" physiology, the pathophysiology of disease, and the response to drug treatment. Taking that into account enables increased sensitivity and specificity of differential diagnosis of Alzheimer's disease.
由于阿尔茨海默病(AD)难以诊断,因此经常在诊断之前给疑似痴呆的患者开 FDA 批准的药物,包括多奈哌齐、利斯的明、盐酸美金刚或其组合,有些患者的认知功能会有所改善。本研究表明,一组特定的血清蛋白生物标志物的浓度如何为 AD 患者的药物治疗提供敏感和特异性的鉴别诊断基础。通过考虑患者和对照者是否因载脂蛋白 E4 的存在或不存在而增加了 AD 的风险,来解决优化问题。
为了对 AD 进行鉴别诊断,前瞻性地从第一家医疗中心(39 例接受药物治疗的 AD 患者和 31 名年龄匹配的正常对照者)和第二家医疗中心(56 例接受药物治疗的 PD 患者和 47 名年龄匹配的正常对照者)新采集的接受药物治疗的 AD 患者和帕金森病患者的新drawn 血血清样本。采用经过分析验证的定量二维凝胶电泳(%CV≤20%;LOD≥0.5ng/spot,300μg/ml 血清)对 AD 患者和对照者的血清进行差异诊断。对患者和对照者的血清进行了统计学分析,采用单变量点、盒和须状图和接收器工作特征(ROC)图对单个生物标志物的性能进行分析,采用多元线性判别分析对生物标志物组的联合性能进行分析。通过对胶内 trypsin 消化物的 LC-MS/MS 对蛋白斑点进行鉴定和表征,以及鉴定肽的氨基酸序列跨度和蛋白斑点的分子量和等电点。
DTAD 患者组 58 个个体蛋白生物标志物浓度的单变量统计分析与正常组和/或疾病对照组的不同。对 58 种蛋白质的血液浓度进行多元线性判别分析,可以将接受药物治疗的阿尔茨海默病(DTAD)患者与接受药物治疗的帕金森病(DTPD)患者和年龄匹配的正常对照组(统称为非-DTAD)区分开来(非-DTAD 总体特异性为 87.2%,非-DTAD 总体敏感性为 87.2%)。此外,当患者和对照者按载脂蛋白 E4 高风险等位基因和/或载脂蛋白 E4 蛋白的携带者或非携带者进行分层时,DTAD、DTPD 和对照 Apo E4(+)谱彼此之间的差异比相应的 Apo E4(-)谱更大。多元逐步线性判别分析选择了 58 种生物标志物中的 17 种作为区分 Apo E4(+)DTAD 患者与 Apo E4(+)DTPD 和 Apo E4(+)对照者(统称为 Apo E4(+)非-DTAD,非-DTAD 特异性为 100%,非-DTAD 敏感性为 100%)和 22 种生物标志物,用于区分 Apo E4(-)DTAD 患者与 Apo E4(-)DTPD 和 Apo E4(-)对照者(统称为 Apo E4(-)非-DTAD,非-DTAD 特异性为 94.4%,非-DTAD 敏感性为 94.4%)。在这两个判别函数中,只有 6 种被选择的蛋白质是共同的。对 Apo E4(+)和 Apo E4(-)的判别结果进行组合,对总 DTAD 的总敏感性为 97.4%,对总非-DTAD 的特异性为 95.7%。
这些结果可以为已经接受抗痴呆药物(包括多奈哌齐、利斯的明、盐酸美金刚或其组合)治疗的 AD 患者的鉴别诊断提供血液检测基础。此外,通过单独处理 Apo E4(+)和 Apo E4(-)组获得的谱差异和特异性和敏感性的提高支持了这样一种概念,即它们在“正常”生理学、疾病的病理生理学和药物治疗反应方面是不同的患者和对照人群。考虑到这一点,可以提高阿尔茨海默病的鉴别诊断的敏感性和特异性。