论文标题
建模建议通过共享信号通路损害突触可塑性的疾病的合并治疗
Modeling Suggests Combined-Drug Treatments for Disorders Impairing Synaptic Plasticity via Shared Signaling Pathways
论文作者
论文摘要
诸如Rubinstein-Taybi综合征(RTS)和棺材 - 低综合征(CLS)之类的遗传疾病会导致终身认知障碍,包括学习和记忆中的缺陷。是否可以建议使用药理学疗法来改善这些疾病的学习和记忆?为了解决这个问题,我们在描述诱导长期增强(L-LTP)的计算模型中模拟了药物效应。这些疾病和其他疾病中受损的生化途径在共同靶标,乙酰基转移酶(如CREB结合蛋白(CBP))上融合了组蛋白乙酰化,这促进了L-LTP所需的基因诱导。我们专注于四个药物类别:肌球蛋白受体激酶B(TRKB)激动剂,cAMP磷酸二酯酶抑制剂,组蛋白脱乙酰基酶抑制剂和胺丙烷。模拟表明,每种药物类型都可以挽救L-LTP中的缺陷。然而,潜在的缺点是模拟强大的药物作用(高剂量)的必要性,这可能会产生不良的副作用。因此,我们研究了上述四个类别中六对六个药物的影响。这些组合治疗以大幅较小的药物剂量为标准化受损的L-LTP。此外,其中三种组合与Ampakine和CAMP磷酸二酯酶抑制剂与TRKB激动剂或Ampakine配对,在L-LTP救援中表现出很强的协同作用。因此,我们建议这些药物组合是在损害乙酰化,L-LTP和学习的遗传疾病模型中进一步实证研究的有希望的候选者。
Genetic disorders such as Rubinstein-Taybi syndrome (RTS) and Coffin-Lowry syndrome (CLS) cause lifelong cognitive disability, including deficits in learning and memory. Can pharmacological therapies be suggested to improve learning and memory in these disorders? To address this question, we simulated drug effects within a computational model describing induction of late long-term potentiation (L-LTP). Biochemical pathways impaired in these and other disorders converge on a common target, histone acetylation by acetyltransferases such as CREB binding protein (CBP), which facilitates gene induction necessary for L-LTP. We focused on four drug classes: tropomyosin receptor kinase B (TrkB) agonists, cAMP phosphodiesterase inhibitors, histone deacetylase inhibitors, and ampakines. Simulations suggested each drug type alone may rescue deficits in L-LTP. A potential disadvantage, however, was the necessity of simulating strong drug effects (high doses), which could produce adverse side effects. Thus, we investigated the effects of six drug pairs among the four classes described above. These combination treatments normalized impaired L-LTP with substantially smaller drug doses. In addition three of these combinations, a TrkB agonist paired with an ampakine and a cAMP phosphodiesterase inhibitor paired with a TrkB agonist or an ampakine, exhibited strong synergism in L-LTP rescue. Therefore, we suggest these drug combinations are promising candidates for further empirical studies in animal models of genetic disorders that impair acetylation, L-LTP, and learning.