Bassi Alejandro, Vivaldi Ennio A, Ocampo-Garcés Adrián
Department of Computer Sciences, Faculty of Physical and Mathematical Sciences, University of Chile, Santiago, Chile.
Sleep. 2009 May;32(5):655-69. doi: 10.1093/sleep/32.5.655.
A model of rapid eye movement (REM) sleep expression is proposed that assumes underlying regulatory mechanisms operating as inhomogenous Poisson processes, the overt results of which are the transitions into and out of REM sleep.
Based on spontaneously occurring REM sleep episodes ("Episode") and intervals without REM sleep ("Interval"), 3 variables are defined and evaluated over discrete 15-second epochs using a nonlinear logistic regression method: "Propensity" is the instantaneous rate of into-REM transition occurrence throughout an Interval, "Volatility" is the instantaneous rate of out-of-REM transition occurrence throughout an Episode, and "Opportunity" is the probability of being in non-REM (NREM) sleep at a given time throughout an Interval, a requisite for transition.
12:12 light:dark cycle, isolated boxes.
Sixteen male Sprague-Dawley rats.
None. Spontaneous sleep cycles.
The highest levels of volatility and propensity occur, respectively, at the very beginning of Episodes and Intervals. The new condition stabilizes rapidly, and variables reach nadirs at minute 1.25 and 2.50, respectively. Afterward, volatility increases markedly, reaching values close to the initial level. Propensity increases moderately, the increment being stronger through NREM sleep bouts occurring at the end of long Intervals. Short-term homeostasis is evidenced by longer REM sleep episodes lowering propensity in the following Interval.
The stabilization after transitions into Episodes or Intervals and the destabilization after remaining for some time in either condition may be described as resulting from continuous processes building up during Episodes and intervals. These processes underlie the overt occurrence of transitions.
提出一种快速眼动(REM)睡眠表达模型,该模型假定潜在的调节机制如同非齐次泊松过程那样运作,其明显结果是进入和离开REM睡眠的转换。
基于自然发生的REM睡眠期(“期”)和无REM睡眠的间隔期(“间隔”),使用非线性逻辑回归方法在离散的15秒时段内定义并评估3个变量:“倾向”是整个间隔期内进入REM转换发生的瞬时速率,“波动性”是整个期内离开REM转换发生的瞬时速率,“机会”是在整个间隔期内给定时间处于非快速眼动(NREM)睡眠的概率,这是转换的一个必要条件。
12:12光暗循环,隔离箱。
16只雄性斯普拉格-道利大鼠。
无。自然睡眠周期。
波动性和倾向的最高水平分别出现在期和间隔期的刚开始时。新状态迅速稳定,变量分别在第1.25分钟和2.50分钟达到最低点。此后,波动性显著增加,达到接近初始水平的值。倾向适度增加,通过长间隔期末尾出现的NREM睡眠发作,增加更为明显。长期REM睡眠期会降低随后间隔期的倾向,这证明了短期稳态的存在。
进入期或间隔期后的稳定以及在任何一种状态下保持一段时间后的不稳定,可能被描述为由在期和间隔期内逐渐形成的连续过程导致。这些过程是转换明显发生的基础。