Kinetic models of spike-timing dependent plasticity and their functional consequences in detecting correlations

Spike-timing dependent plasticity (STDP) is a type of synaptic modification found relatively recently, but the underlying biophysical mechanisms are still unclear. Several models of STDP have been proposed, and differ by their implementation, and in particular how synaptic weights saturate to their minimal and maximal values. We analyze here kinetic models of transmitter-receptor interaction and derive a series of STDP models. In general, such kinetic models predict progressive saturation of the weights. Various forms can be obtained depending on the hypotheses made in the kinetic model, and these include a simple linear dependence on the value of the weight (“soft bounds”), mixed soft and abrupt saturation (“hard bound”), or more complex forms. We analyze in more detail simple soft-bound models of Hebbian and anti-Hebbian STDPs, in which nonlinear spike interactions (triplets) are taken into account. We show that Hebbian STDPs can be used to selectively potentiate synapses that are correlated in time, while anti-Hebbian STDPs depress correlated synapses, despite the presence of nonlinear spike interactions. This correlation detection enables neurons to develop a selectivity to correlated inputs. We also examine different versions of kinetics-based STDP models and compare their sensitivity to correlations. We conclude that kinetic models generally predict soft-bound dynamics, and that such models seem ideal for detecting correlations among large numbers of inputs.     

突触可塑性与脑疾病的神经发育基础

大脑神经回路高度有序的神经元活动是高级脑功能的基础,神经元之间的突触联结是神经回路的关键功能节点。神经突触根据神经元活动调整其传递效能的能力,亦即突触可塑性,被认为是神经回路发育和学习与记忆功能的基础。其异常则可能导致如抑郁症和阿尔茨海默病等精神、神经疾病。将介绍这两种疾病与突触可塑性的关系,聚焦于相关分子和细胞机制以及新的研究、治疗手段等进展。     

发育期铅、铝共同暴露与单独铝暴露引起的大鼠海马突触可塑性损伤的差异

铝近年来被认为是一种神经毒,可以引起动物和人认知及行为的损伤。应用在位电生理技术发现慢性0,2％氯化铝暴露(从出生到成年)损伤了大鼠海马齿状回归一化群峰电位(Ps)的长时程增强(L1]P),明显降低了兴奋性突触后电位(fEPSP)LTP的去长时程增强(DP)和归一化PS LTP的DP幅度,而对fEPSP的LTP影响不大。铅是人们公认的神经毒,能造成中毒者智力、认知和行为的损伤。铅、铝作为常见的环境毒,在我们周围并存。探讨了发育期的铅、铝共同暴露和单独铝暴露所造成的突触可塑性损伤的差异。结果表明,发育期的铅、铝共同暴露明显比单独铝暴露引起的归一化PS LTP和PS LTP的DP的损伤要严重,并引起了fEPSP的LTP损伤。     

亚麻木酚素对2型糖尿病小鼠学习记忆的影响及其机制初探

目的:研究亚麻木酚素(Flax ligands,FL)对2型糖尿病模型小鼠空间学习记忆的影响及其初步机制。方法:雄性C57小鼠随机分为对照组(Con)、糖尿病模型组(DM)及亚麻木酚素治疗组(DM+FL),DM与DM+FL组给予高脂饮食加小剂量链脲佐菌素(Streptozotocin,STZ)诱导2型糖尿病模型,之后DM+FL组灌胃给予FL 10 mg/kg,每日一次,连续14天,Con与DM组给予等量生理盐水。通过新物体识别试验、Morris水迷宫试验检测小鼠的学习记忆能力,利用Western blot技术测定小鼠海马脑源性神经营养因子(BDNF)及谷酰胺AMPA受体845位磷酸化(pGluA1-Ser845)蛋白表达水平。结果:与Con组比较,DM组小鼠新物体识别指数显著下降(P<0.01),在Morris水迷宫中逃避潜伏期延长(P<0.05),在目的象限内徘徊时间减少(P<0.01);小鼠海马区BDNF和pGluA1-Ser845的蛋白表达水平均显著低于对照组(P<0.01)。与DM组相比,DM+FL组小鼠新物体识别指数显著提高(P<0.01),在Morris水迷宫中逃避潜伏期明显缩短(P<0.05),目的象限徘徊时间显著增多(P<0.05);小鼠海马区BDNF和pGluA1-Ser845的蛋白表达水平均显著升高(P<0.01)。结论:亚麻木酚素对2型糖尿病小鼠学习记忆有明确改善作用,增加海马BDNF和pGlu-A1-Ser845的表达可能是其潜在作用机制。     

Brain plasticity and ion channels

It is generally believed that spatio-temporal configurations of distributed activity in the brain contribute to the coding of neuronal information and that synaptic contacts between nerve cells could play a central role in the formation of privileged pathways of activity. Synaptic plasticity is not the only mode of regulation of information processing in the brain and persistent regulations of ionic conductances in some specialized neuronal areas such as the dendrites, the cell body and the axon could also modulate, in the short- and the long-term, the propagation of information in the brain. Persistent changes in intrinsic excitability have been reported in several brain areas in which activity is modified during a classical conditioning. The role of synaptic activity seems to be determinant in the induction but the learning rules and the underlying mechanisms remain to be defined. This review discusses the role of neuronal activity in the induction of intrinsic plasticity in cortical, hippocampal and cerebellar neurons. Activation and inactivation properties of ionic channels in the axon determine the short-term dynamics of axonal propagation and synaptic transmission. Activation of glutamate receptors initiates a long-term modification in neuronal excitability that may represent the substrate for the mnesic engram and for the stabilization of the epileptic state. Similarly to synaptic plasticity, long-lasting intrinsic plasticity appears to be reversible and to express a certain level of input or cellular specificity. These non-synaptic forms of plasticity affect the signal propagation in the axon, the dendrites and the soma. They not only share common learning rules and induction pathways with the better known synaptic plasticity such as NMDA receptor-dependent LTP and LTD but also contribute in synergy with these synaptic changes to the formation of a coherent mnesic engram.     

Sex differences in the long-term effect of preweanling isolation stress on memory retention

Social experiences during development can powerfully modulate later neuroendocrine and behavioral system. In the present study, male and female rat pups experienced daily bouts of social isolation for 6 h per day or control conditions during the third postnatal week. Performance on a 12-arm radial maze with 8 arms consistently baited with food reward was examined in adulthood. During the social isolation, both male and female pups exhibited a significant increase in plasma corticosterone levels. When tested on the radial arm maze as adults, the performance of female rats that had experienced social isolation during development was not affected; however, male rats in the isolation condition initially exhibited impairments in working memory but not reference memory. Despite achieving comparable asymptotic levels of performance on the maze, male rats that experienced social isolation during the third week demonstrated disruption in working memory retention when radial arm maze trials were interrupted after the fourth arm choice. Thus, while male rats that experience social isolation during the third week of life eventually perform comparably to controls on the standard radial arm maze task, their ability to retain information over a delay remains impaired. These findings highlight an important sex difference in the long-term effects of stress during this period of late preweanling development.     

Neurotrophic peptides incorporating adamantane improve learning and memory, promote neurogenesis and synaptic plasticity in mice

Development of neurotrophic peptidergic drugs that can mimic neurotrophins and promote neurogenesis and maturation of newborn cells into mature functional neurons represents an exciting therapeutic opportunity for treatment of Alzheimer disease and other learning and memory disorders as well as enhancing cognition of normal individuals. Here we report the design of a peptidergic compound, Ac-DGGL^AG-NH₂, called P21, when administered peripherally, enhanced learning as well as both short-term and spatial reference memories of normal adult C57Bl6 mice. P21 induced enhancement of neurogenesis and maturation of newly born neurons in the granular cell layer and subgranular zone of the dentate gyrus.