Zhou Lian, Zhang Yili, Liu Rong-Yu, Smolen Paul, Cleary Leonard J, Byrne John H
Department of Neurobiology and Anatomy, The University of Texas Medical School at Houston, Houston, Texas 77030.
Department of Neurobiology and Anatomy, The University of Texas Medical School at Houston, Houston, Texas 77030
J Neurosci. 2015 Jan 28;35(4):1617-26. doi: 10.1523/JNEUROSCI.3330-14.2015.
Memory impairment is often associated with disrupted regulation of gene induction. For example, deficits in cAMP response element-binding protein (CREB) binding protein (CBP; an essential cofactor for activation of transcription by CREB) impair long-term synaptic plasticity and memory. Previously, we showed that small interfering RNA (siRNA)-induced knockdown of CBP in individual sensory neurons significantly reduced levels of CBP and impaired 5-HT-induced long-term facilitation (LTF) in sensorimotor cocultures from Aplysia. Moreover, computational simulations of the biochemical cascades underlying LTF successfully predicted training protocols that restored LTF following CBP knockdown. We examined whether simulations could also predict a training protocol that restores LTF impaired by siRNA-induced knockdown of the transcription factor CREB1. Simulations based on a previously described model predicted rescue protocols that were specific to CREB1 knockdown. Empirical studies demonstrated that one of these rescue protocols partially restored impaired LTF. In addition, the effectiveness of the rescue protocol was enhanced by pretreatment with rolipram, a selective cAMP phosphodiesterase inhibitor. These results provide further evidence that computational methods can help rescue disruptions in signaling cascades underlying memory formation. Moreover, the study demonstrates that the effectiveness of computationally designed training protocols can be enhanced with complementary pharmacological approaches.
记忆障碍通常与基因诱导调节紊乱有关。例如,环磷酸腺苷反应元件结合蛋白(CREB)结合蛋白(CBP;CREB激活转录所必需的辅助因子)的缺陷会损害长期突触可塑性和记忆。此前,我们发现,在单个感觉神经元中,小干扰RNA(siRNA)诱导的CBP敲低显著降低了CBP水平,并损害了来自海兔的感觉运动共培养物中5-羟色胺诱导的长期易化(LTF)。此外,对LTF潜在生化级联反应的计算模拟成功预测了在CBP敲低后恢复LTF的训练方案。我们研究了模拟是否也能预测一种训练方案,该方案能恢复因siRNA诱导转录因子CREB1敲低而受损的LTF。基于先前描述模型的模拟预测了针对CREB1敲低的特异性拯救方案。实证研究表明,这些拯救方案之一部分恢复了受损的LTF。此外,用选择性环磷酸腺苷磷酸二酯酶抑制剂咯利普兰预处理可增强拯救方案的有效性。这些结果进一步证明,计算方法有助于挽救记忆形成潜在信号级联反应的破坏。此外,该研究表明,通过互补的药理学方法可以提高计算设计训练方案的有效性。