Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Psychiatry, Boston Children's Hospital, Boston, MA, USA.
Neurotoxicology. 2022 Sep;92:191-199. doi: 10.1016/j.neuro.2022.08.009. Epub 2022 Aug 20.
Problem-solving skills build upon three core executive functions: inhibition, working memory, and cognitive flexibility. There is evidence of adverse associations of prenatal exposure to manganese (Mn) with core executive functions, but less is known about Mn associations with problem-solving or potential mediators of this association.
This study aimed to investigate the association of prenatal Mn exposure with problem-solving and to identify potential neuropsychological mechanisms through which this association may be mediated.
Study participants were 410 adolescents from the New Bedford Cohort (NBC) who have undergone periodic evaluations since their birth (1993-1998) to mothers residing near a Massachusetts Superfund site. We investigated the association of cord blood Mn with problem-solving measured by the Delis-Kaplan Executive Function System (D-KEFS) Sorting and Tower subtests (scores scaled to a mean ± SD of 10 ± 3) using multivariable linear regression. Inhibition and cognitive flexibility were also measured by the D-KEFS; working memory was measured with the Wide Range Assessment of Memory and Learning, 2nd edition. Regression-based causal mediation analysis was used to assess the proportion of the Mn-problem-solving association mediated by inhibition, working memory, and cognitive flexibility individually and jointly.
NBC adolescents (mean age 15.5 years) were socio-demographically diverse with 31 % in a low-income household at birth and had cord blood Mn concentrations similar to other general population samples. Mn was associated with Sorting but not Tower scores. Specifically, a doubling of cord blood Mn concentrations was associated with - 0.59 points lower (95 % CI: -1.16, -0.03) Sort Recognition score. In mediation analyses, there was suggestive evidence that inhibition, working memory, and cognitive flexibility combined mediated 30 % of the total effect of Mn on Sorting. When analyzed individually, working memory mediated a larger proportion (24 %) of the effect than inhibition or cognitive flexibility.
We observed adverse associations of cord blood Mn with problem-solving among adolescents. There was suggestive evidence that the building blocks of executive function jointly, and working memory individually, were potentially important mediators of this association.
解决问题的能力建立在三个核心执行功能之上:抑制、工作记忆和认知灵活性。有证据表明,产前暴露于锰(Mn)与核心执行功能呈负相关,但对于 Mn 与解决问题的关系以及这种关系的潜在中介因素知之甚少。
本研究旨在探讨产前 Mn 暴露与解决问题的关系,并确定可能通过这些关系介导的潜在神经心理学机制。
研究参与者为新贝德福德队列(NBC)的 410 名青少年,他们自出生以来(1993-1998 年)一直在接受定期评估,其母亲居住在马萨诸塞州超级基金场附近。我们使用多变量线性回归,调查脐带血 Mn 与通过 Delis-Kaplan 执行功能系统(D-KEFS)分类和塔台测验(分数按 10 ± 3 的平均值 ± 标准差进行缩放)测量的解决问题之间的关联。抑制和认知灵活性也通过 D-KEFS 进行测量;工作记忆通过广泛的记忆和学习评估,第 2 版进行测量。基于回归的因果中介分析用于评估抑制、工作记忆和认知灵活性单独和联合中介 Mn-解决问题关联的比例。
NBC 青少年(平均年龄 15.5 岁)具有社会人口统计学多样性,出生时 31%的家庭收入较低,脐带血 Mn 浓度与其他一般人群样本相似。Mn 与分类有关,但与塔台无关。具体来说,脐带血 Mn 浓度加倍与分类识别得分降低 0.59 分(95%CI:-1.16,-0.03)有关。在中介分析中,有迹象表明,抑制、工作记忆和认知灵活性的综合作用解释了 Mn 对分类的总影响的 30%。当单独分析时,工作记忆比抑制或认知灵活性更能解释更大比例(24%)的效应。
我们观察到脐带血 Mn 与青少年解决问题之间存在不良关联。有迹象表明,执行功能的组成部分共同作用,以及工作记忆单独作用,可能是这种关联的重要中介因素。