Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA.
Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA.
Environ Res. 2021 Nov;202:111570. doi: 10.1016/j.envres.2021.111570. Epub 2021 Jun 25.
Prenatal air pollution exposure is associated with reductions in self-regulation and academic achievement. Self-regulation has been separately linked with academic achievement. Understudied, however, are the contributions of pollution exposure to inhibitory control, a facet of self-regulation, and whether pollution-related inhibitory control deficits are associated with impairment in academic achievement.
Participants were recruited from a prospective birth cohort. Measures of prenatal airborne polycyclic aromatic hydrocarbons (PAH) during the third trimester of pregnancy, inhibitory control (NEPSY Inhibition) at mean age = 10.4 years, and Woodcock-Johnson Tests of Achievement-III at mean age = 13.7 were available for N = 200 participants. Multiple linear regression examined sex-dependent and sex independent associations among prenatal PAH, childhood inhibitory control, and academic achievement during adolescence, and whether childhood inhibitory control mediated associations between prenatal PAH and academic achievement during adolescence, controlling for ethnicity, maternal country of birth, language of prenatal interview, maternal marital status, maternal years of education, material hardship, quality of home caregiving environment, and early life stress.
Across all participants, higher prenatal PAH was significantly associated with worse spelling skills (WJ-III Spelling, β = -0.16, 95%Confidence Interval [CI]: 0.30, -0.02, p = .02). Trend level associations between higher prenatal PAH and worse reading comprehension (WJ-III Passage Comprehension, β = -0.13, 95%CI: 0.28, 0.01, p = .07) and math skills (WJ-III Broad Math, β = -0.11, 95%CI: 0.25, 0.03, p = .11) were detected. Across all participants, higher PAH was significantly associated with worse inhibitory control (β = -0.15, 95%CI: 0.29,-0.01 p = .03). Better inhibitory control was significantly associated with better reading comprehension (WJ-III Passage Comprehension, β = 0.22, 95%CI: 0.09, 0.36, p < .002) and math skills (WJ-III Broad Math Index, β = 0.32, 95%CI: 0.19, 0.45, p < .001), and trend level associations with better spelling skills (WJ-III Spelling, β = 0.12, 95%CI: 0.02, 0.26, p = .10). Inhibitory control significantly mediated PAH-related achievement effects for Passage Comprehension (β = -0.61, 95%CI: 1.49, -0.01) and Broad Math Index (β = -1.09, 95%CI: 2.36, -0.03).
Higher prenatal PAH exposure and lower childhood inhibitory control were associated with worse spelling, passage comprehension, and math in adolescence. Notably, childhood inhibitory control mediated PAH exposure-related effects on achievement in adolescents. Identifying these potential exposure-related phenotypes of learning problems may promote interventions that target inhibitory control deficits rather than content specific deficits.
产前空气污染暴露与自我调节能力和学业成绩下降有关。自我调节能力已被单独与学业成绩联系起来。然而,研究较少的是污染暴露对抑制控制的贡献,抑制控制是自我调节的一个方面,以及与学业成绩下降相关的污染相关抑制控制缺陷是否与学业成绩下降有关。
参与者从一个前瞻性的出生队列中招募。在妊娠第三个三个月期间测量了产前空气中的多环芳烃 (PAH),在平均年龄为 10.4 岁时测量了抑制控制(NEPSY 抑制),在平均年龄为 13.7 岁时测量了伍德科克 - 约翰逊成就测验 - III,共有 200 名参与者。多元线性回归检验了产前 PAH、儿童抑制控制和青春期学术成就之间的性别依赖性和性别独立性关联,以及儿童抑制控制是否在控制了种族、母亲的出生国、产前访谈的语言、母亲的婚姻状况、母亲的受教育年限、物质困难、家庭照顾环境质量和早期生活压力后,调节了产前 PAH 和青春期学术成就之间的关联。
在所有参与者中,较高的产前 PAH 与较差的拼写技能(WJ-III 拼写,β=-0.16,95%置信区间 [CI]:0.30,-0.02,p=0.02)显著相关。较高的产前 PAH 与较差的阅读理解(WJ-III 阅读理解,β=-0.13,95%CI:0.28,0.01,p=0.07)和数学技能(WJ-III 广泛数学,β=-0.11,95%CI:0.25,0.03,p=0.11)呈趋势相关。在所有参与者中,较高的 PAH 与较差的抑制控制显著相关(β=-0.15,95%CI:0.29,-0.01,p=0.03)。更好的抑制控制与更好的阅读理解(WJ-III 阅读理解,β=0.22,95%CI:0.09,0.36,p<0.002)和数学技能(WJ-III 广泛数学指数,β=0.32,95%CI:0.19,0.45,p<0.001)显著相关,与拼写技能(WJ-III 拼写,β=0.12,95%CI:0.02,0.26,p=0.10)呈趋势相关。抑制控制显著中介了 PAH 与阅读理解(β=-0.61,95%CI:1.49,-0.01)和广泛数学指数(β=-1.09,95%CI:2.36,-0.03)相关的成就效应。
较高的产前 PAH 暴露和较低的儿童抑制控制与青春期的拼写、阅读理解和数学成绩较差有关。值得注意的是,儿童抑制控制中介了 PAH 暴露与青少年学业成绩的相关性。识别这些潜在的与学习问题相关的暴露表型可能会促进针对抑制控制缺陷而不是内容特定缺陷的干预措施。