Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
Stark Neuroscience Research Institute, Indiana University School of Medicine, Indianapolis, IN, USA.
Mol Psychiatry. 2020 Aug;25(8):1651-1672. doi: 10.1038/s41380-019-0602-2. Epub 2019 Dec 2.
Short-term memory dysfunction is a key early feature of Alzheimer's disease (AD). Psychiatric patients may be at higher risk for memory dysfunction and subsequent AD due to the negative effects of stress and depression on the brain. We carried out longitudinal within-subject studies in male and female psychiatric patients to discover blood gene expression biomarkers that track short term memory as measured by the retention measure in the Hopkins Verbal Learning Test. These biomarkers were subsequently prioritized with a convergent functional genomics approach using previous evidence in the field implicating them in AD. The top candidate biomarkers were then tested in an independent cohort for ability to predict state short-term memory, and trait future positive neuropsychological testing for cognitive impairment. The best overall evidence was for a series of new, as well as some previously known genes, which are now newly shown to have functional evidence in humans as blood biomarkers: RAB7A, NPC2, TGFB1, GAP43, ARSB, PER1, GUSB, and MAPT. Additional top blood biomarkers include GSK3B, PTGS2, APOE, BACE1, PSEN1, and TREM2, well known genes implicated in AD by previous brain and genetic studies, in humans and animal models, which serve as reassuring de facto positive controls for our whole-genome gene expression discovery approach. Biological pathway analyses implicate LXR/RXR activation, neuroinflammation, atherosclerosis signaling, and amyloid processing. Co-directionality of expression data provide new mechanistic insights that are consistent with a compensatory/scarring scenario for brain pathological changes. A majority of top biomarkers also have evidence for involvement in other psychiatric disorders, particularly stress, providing a molecular basis for clinical co-morbidity and for stress as an early precipitant/risk factor. Some of them are modulated by existing drugs, such as antidepressants, lithium and omega-3 fatty acids. Other drug and nutraceutical leads were identified through bioinformatic drug repurposing analyses (such as pioglitazone, levonorgestrel, salsolidine, ginkgolide A, and icariin). Our work contributes to the overall pathophysiological understanding of memory disorders and AD. It also opens new avenues for precision medicine- diagnostics (assement of risk) as well as early treatment (pharmacogenomically informed, personalized, and preventive).
短期记忆功能障碍是阿尔茨海默病(AD)的一个早期关键特征。由于压力和抑郁对大脑的负面影响,精神科患者可能更容易出现记忆功能障碍和随后的 AD。我们对男性和女性精神科患者进行了纵向的个体内研究,以发现跟踪霍普金斯言语学习测试中保留测量所测量的短期记忆的血液基因表达生物标志物。随后,我们使用该领域之前的证据,采用收敛性功能基因组学方法对这些生物标志物进行了优先排序,这些证据表明它们与 AD 有关。然后,我们在一个独立的队列中测试了顶级候选生物标志物,以预测状态短期记忆的能力,并对未来的认知障碍进行特质神经心理学测试。最佳的整体证据是一系列新的和一些以前已知的基因,现在新的证据表明它们在人类中作为血液生物标志物具有功能证据:RAB7A、NPC2、TGFB1、GAP43、ARSB、PER1、GUSB 和 MAPT。其他顶级血液生物标志物包括 GSK3B、PTGS2、APOE、BACE1、PSEN1 和 TREM2,这些基因是以前在人类和动物模型的大脑和遗传研究中与 AD 有关的知名基因,它们作为我们全基因组基因表达发现方法的事实上的阳性对照。生物途径分析表明 LXR/RXR 激活、神经炎症、动脉粥样硬化信号和淀粉样蛋白加工。表达数据的共同方向性提供了新的机制见解,与大脑病理变化的补偿/疤痕场景一致。大多数顶级生物标志物也有证据表明它们与其他精神疾病有关,特别是压力,为临床共病和压力作为早期诱发/危险因素提供了分子基础。其中一些可以通过现有的药物(如抗抑郁药、锂和欧米伽-3 脂肪酸)来调节。通过生物信息学药物再利用分析(如吡格列酮、左炔诺孕酮、沙螺啶、银杏内酯 A 和淫羊藿苷)发现了其他药物和营养补品的线索。我们的工作有助于全面了解记忆障碍和 AD 的病理生理学。它还为精准医学开辟了新途径,包括诊断(风险评估)以及早期治疗(药物基因组学知情、个性化和预防性)。