Western Psychiatric Institute and Clinic, Department of Psychiatry, University of Pittsburgh School of Medicine, USA.
Am J Psychiatry. 2010 Jun;167(6):699-707. doi: 10.1176/appi.ajp.2009.09030407. Epub 2010 Mar 15.
Suicide rates are high in old age, and the contribution of cognitive risk factors remains poorly understood. Suicide may be viewed as an outcome of an altered decision process. The authors hypothesized that impairment in reward/punishment-based learning, a component of affective decision making, is associated with attempted suicide in late-life depression. They expected that suicide attempters would discount past reward/punishment history, focusing excessively on the most recent rewards and punishments. The authors further hypothesized that this impairment could be dissociated from executive abilities, such as forward planning.
The authors assessed reward/punishment-based learning using the probabilistic reversal learning task in 65 individuals age 60 and older: suicide attempters, suicide ideators, nonsuicidal depressed elderly, and nondepressed comparison subjects. The authors used a reinforcement learning computational model to decompose reward/punishment processing over time. The Stockings of Cambridge test served as a control measure of executive function.
Suicide attempters but not suicide ideators showed impaired probabilistic reversal learning compared to both nonsuicidal depressed elderly and nondepressed comparison subjects, after controlling for effects of education, global cognitive function, and substance use. Model-based analyses revealed that suicide attempters discounted previous history to a higher degree relative to comparison subjects, basing their choice largely on reward/punishment received on the last trial. Groups did not differ in their performance on the Stockings of Cambridge test.
Older suicide attempters display impaired reward/punishment-based learning. The authors propose a hypothesis that older suicide attempters make overly present-focused decisions, ignoring past experiences. Modification of this "myopia for the past" may have therapeutic potential.
老年人的自杀率很高,认知风险因素的作用仍知之甚少。自杀可能被视为改变决策过程的结果。作者假设,奖励/惩罚为基础的学习受损,情感决策的一个组成部分,与老年抑郁症中的自杀未遂有关。他们预计自杀未遂者会忽视过去的奖励/惩罚历史,过度关注最近的奖励和惩罚。作者进一步假设,这种损伤可以与执行能力区分开来,例如前瞻性规划。
作者使用概率反转学习任务评估了 65 名年龄在 60 岁及以上的个体的奖励/惩罚为基础的学习能力:自杀未遂者、自杀意念者、非自杀性抑郁老年人和非抑郁对照组。作者使用强化学习计算模型来分解随时间的奖励/惩罚处理。剑桥袜子测试作为执行功能的对照测量。
自杀未遂者但不是自杀意念者与非自杀性抑郁老年人和非抑郁对照组相比,在控制教育、整体认知功能和物质使用的影响后,表现出受损的概率反转学习。基于模型的分析表明,自杀未遂者相对于对照组更高度地忽视了先前的历史,主要基于最后一次试验中收到的奖励/惩罚做出选择。各组在剑桥袜子测试上的表现没有差异。
老年自杀未遂者表现出受损的奖励/惩罚为基础的学习能力。作者提出了一个假设,即老年自杀未遂者做出过度关注当下的决策,忽略过去的经验。这种“对过去的近视”的改变可能具有治疗潜力。