Department of Biomedical Engineering, Cornell University, Ithaca, New York, USA.
Electrophoresis. 2012 Jul;33(13):1975-9. doi: 10.1002/elps.201100660.
Intravenous immunoglobulin (IVIg) therapy has shown promising results in treating Alzheimer's disease (AD). In this study, a Random Forest (RF) classification model was used to identify possible effects of IVIg on a group of eight subjects who underwent immunotherapy. Cerebrospinal fluid (CSF) samples from eight AD subjects who underwent IVIg therapy were collected before therapy, after 6 months of therapy, and after a 3-month drug washout period. Samples were analyzed using 2DE and further studied using a RF classification model to identify effects of IVIg on a panel of 23 putative diagnostic AD biomarkers previously identified. Six of the eight subjects showed improvements with respect to the 23 AD diagnostic biomarkers after 6 months of therapy compared to the samples taken at the outset of the trial. All subjects reverted back to baseline during drug washout. These results are also consistent with clinical observations. The observed improvements in subjects during 6 months of IVIg therapy and the reversion back to baseline during drug washout provides preliminary evidence regarding the potential use of IVIg as an AD immunotherapy.
静脉注射免疫球蛋白 (IVIg) 疗法在治疗阿尔茨海默病 (AD) 方面显示出可喜的效果。在这项研究中,使用随机森林 (RF) 分类模型来识别对接受免疫疗法的八名受试者组可能产生的影响。从接受 IVIg 治疗的八名 AD 受试者的脑脊液 (CSF) 样本中采集了在治疗前、治疗 6 个月后和 3 个月药物洗脱期后的样本。使用 2DE 进行分析,并使用 RF 分类模型进一步研究,以确定 IVIg 对先前确定的 23 种潜在 AD 诊断生物标志物的影响。与试验开始时采集的样本相比,六名受试者在治疗 6 个月后,在 23 种 AD 诊断生物标志物方面有改善。所有受试者在药物洗脱期间恢复到基线。这些结果也与临床观察一致。在 IVIg 治疗 6 个月期间观察到的受试者改善,以及在药物洗脱期间恢复到基线,为 IVIg 作为 AD 免疫疗法的潜在用途提供了初步证据。