Department of Psychological and Brain Sciences, University of Iowa, Iowa City, Iowa 52242
Division of Humanities and Social Sciences, California Technical Institute, Pasadena, California 91125.
J Neurosci. 2020 Nov 11;40(46):8924-8937. doi: 10.1523/JNEUROSCI.1415-20.2020. Epub 2020 Oct 12.
General cognitive ability, or general intelligence (g), is central to cognitive science, yet the processes that constitute it remain unknown, in good part because most prior work has relied on correlational methods. Large-scale behavioral and neuroanatomical data from neurologic patients with focal brain lesions can be leveraged to advance our understanding of the key mechanisms of g, as this approach allows inference on the independence of cognitive processes along with elucidation of their respective neuroanatomical substrates. We analyzed behavioral and neuroanatomical data from 402 humans (212 males; 190 females) with chronic, focal brain lesions. Structural equation models (SEMs) demonstrated a psychometric isomorphism between g and working memory in our sample (which we refer to as g/Gwm), but not between g and other cognitive abilities. Multivariate lesion-behavior mapping analyses indicated that g and working memory localize most critically to a site of converging white matter tracts deep to the left temporo-parietal junction. Tractography analyses demonstrated that the regions in the lesion-behavior map of g/Gwm were primarily associated with the arcuate fasciculus. The anatomic findings were validated in an independent cohort of acute stroke patients ( = 101) using model-based predictions of cognitive deficits generated from the Iowa cohort lesion-behavior maps. The neuroanatomical localization of g/Gwm provided the strongest prediction of observed g in the new cohort ( = 0.42, < 0.001), supporting the anatomic specificity of our findings. These results provide converging behavioral and anatomic evidence that working memory is a key mechanism contributing to domain-general cognition. General cognitive ability (g) is thought to play an important role in individual differences in adaptive behavior, yet its core processes remain unknown, in large part because of difficulties in making causal inferences from correlated data. Using data from patients with focal brain damage, we demonstrate that there is a strong psychometric correspondence between g and working memory - the ability to maintain and control mental information, and that the critical neuroanatomical substrates of g and working memory include the arcuate fasciculus. This work provides converging behavioral and neuroanatomical evidence that working memory is a key mechanism contributing to domain-general cognition.
一般认知能力,或一般智力(g),是认知科学的核心,但构成它的过程仍然未知,部分原因是大多数先前的工作依赖于相关方法。来自有局灶性脑损伤的神经患者的大规模行为和神经解剖学数据,可以用来推进我们对 g 的关键机制的理解,因为这种方法允许对认知过程的独立性进行推断,同时阐明它们各自的神经解剖学基础。我们分析了 402 名患有慢性局灶性脑损伤的人类(212 名男性;190 名女性)的行为和神经解剖学数据。结构方程模型(SEMs)在我们的样本中证明了 g 与工作记忆之间的心理测量同构(我们称之为 g/Gwm),但 g 与其他认知能力之间没有。多变量损伤-行为映射分析表明,g 和工作记忆主要定位于左颞顶联合深部会聚白质束的一个部位。轨迹分析表明,g/Gwm 损伤-行为图中的区域主要与弓状束相关。在使用基于模型的预测,从爱荷华州队列损伤-行为图生成认知缺陷的情况下,在一个独立的急性中风患者队列(n=101)中验证了解剖学发现。新队列中 g/Gwm 的神经解剖学定位对观察到的 g 提供了最强的预测(r=0.42,<0.001),支持我们发现的解剖学特异性。这些结果提供了行为和解剖学的综合证据,证明工作记忆是贡献于一般领域认知的关键机制。一般认知能力(g)被认为在个体适应行为的差异中起着重要作用,但它的核心过程仍然未知,部分原因是难以从相关数据中得出因果推断。使用来自有局灶性脑损伤的患者的数据,我们证明了 g 和工作记忆(即保持和控制心理信息的能力)之间存在很强的心理测量对应关系,并且 g 和工作记忆的关键神经解剖学基础包括弓状束。这项工作提供了行为和神经解剖学的综合证据,证明工作记忆是贡献于一般领域认知的关键机制。