右半球病变患者注意定向的多变量分类研究。

Astri J Lundervold, Arvid Lundervold, Kenneth Hugdahl
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引用次数: 0

摘要

目的:探讨右半球(RH)病变患者定向功能障碍的典型特征。背景:右半球脑损伤通常与视觉定向功能障碍相关(例如,视觉忽视和视觉消失)。在这些症状的临床研究中,注意定向的多成分性质要求仔细选择神经认知变量的多变量统计设计。方法:38例脊髓灰质炎后经证实的脑损伤患者和4例周围运动功能障碍患者纳入研究。对所有患者进行认知功能评估。从线索-目标范式衍生的三个反应时间(RT)测量被选择为数据驱动的多变量分类方案的特征,以产生患者的自然亚组。结果:共分为4个亚组,其中只有RH患者被分配到2个亚组。RH亚组中的所有患者都具有波斯纳等人早先描述为“脱离失败”的损伤模式(5,6),行为注意力不集中测试中出现视觉忽视的迹象,以及严重受损的认知功能。其他RH亚组的结果在实验和临床变量上都是不一致的。发现年龄和认知功能强烈影响其中两个特征,但不能预测由RT测量产生的聚类。结论:目前的研究结果表明,线索-目标范式与选择的特征变量的多变量聚类可以作为一种有用的工具来探索和表征右半球病变患者。虽然“脱离失败”的概念适合于描述忽视患者的典型RT模式,但其他神经认知模型和概念也可以应用于当前研究的结果。
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A multivariate classification study of attentional orienting in patients with right hemisphere lesions.

Objective: To characterize patterns of orienting dysfunction that were typical to patients with lesions in the right hemisphere (RH).

Background: Brain lesions in the right hemisphere are commonly associated with dysfunction of visual orienting (e.g., visual neglect and extinction). In a clinical study of these symptoms, the multicomponent nature of attentional orienting calls upon a multivariate statistical design with careful selection of neurocognitive variables.

Methods: Thirty-eight patients with verified brain lesions and four patients with peripheral motor dysfunction after poliomyelitis were included in the study. Cognitive function was evaluated in all patients. Three reaction-time (RT) measures derived from the cue-target paradigm were selected as features in a data-driven multivariate classification scheme to generate natural subgroups of patients.

Results: Four subgroups were generated, with only RH patients allocated to two of them. All patients within one of the RH subgroups were characterized by a pattern of impairment earlier described as a "disengage failure" by Posner et al. ( 5, 6), signs of visual neglect on Behavioral Inattention Test, and a severely impaired cognitive function. Results for the other RH subgroup were heterogeneous on both experimental and clinical variables. Age and cognitive function were found to strongly influence two of the features, but could not predict the clusters generated from the RT measures.

Conclusions: The present findings show that the cue-target paradigm together with multivariate clustering of selected feature variables can serve as a useful tool to explore and characterize patients with right hemisphere lesions. Although the concept of "disengage failure" was suited to describe the typical RT pattern in patients with neglect, other neurocognitive models and concepts can be applied to the results in the current study.

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