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Association of lead-exposure risk and family income with childhood brain outcomes.铅暴露风险和家庭收入与儿童大脑发育的关系。
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Predicting brain-age from multimodal imaging data captures cognitive impairment.从多模态影像数据预测脑龄可捕捉认知障碍。
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儿童期铅暴露与中年人结构脑完整性的 MRI 测量的关联。

Association of Childhood Lead Exposure With MRI Measurements of Structural Brain Integrity in Midlife.

机构信息

Department of Psychology and Neuroscience, Duke University, Durham, North Carolina.

Brain Health Research Centre, Brain Research New Zealand, Department of Psychology, University of Otago, Dunedin, New Zealand.

出版信息

JAMA. 2020 Nov 17;324(19):1970-1979. doi: 10.1001/jama.2020.19998.

DOI:10.1001/jama.2020.19998
PMID:33201203
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7672511/
Abstract

IMPORTANCE

Childhood lead exposure has been linked to disrupted brain development, but long-term consequences for structural brain integrity are unknown.

OBJECTIVE

To test the hypothesis that childhood lead exposure is associated with magnetic resonance imaging (MRI) measurements of lower structural integrity of the brain in midlife.

DESIGN, SETTING, AND PARTICIPANTS: The Dunedin Study followed a population-representative 1972-1973 birth cohort in New Zealand (N = 564 analytic sample) to age 45 years (until April 2019).

EXPOSURES

Childhood blood lead levels measured at age 11 years.

MAIN OUTCOMES AND MEASURES

Structural brain integrity at age 45 years assessed via MRI (primary outcomes): gray matter (cortical thickness, surface area, hippocampal volume), white matter (white matter hyperintensities, fractional anisotropy [theoretical range, 0 {diffusion is perfectly isotropic} to 100 {diffusion is perfectly anisotropic}]), and the Brain Age Gap Estimation (BrainAGE), a composite index of the gap between chronological age and a machine learning algorithm-estimated brain age (0 indicates a brain age equivalent to chronological age; positive and negative values represent an older and younger brain age, respectively). Cognitive function at age 45 years was assessed objectively via the Wechsler Adult Intelligence Scale IV (IQ range, 40-160, standardized to a mean of 100 [SD, 15]) and subjectively via informant and self-reports (z-score units; scale mean, 0 [SD, 1]).

RESULTS

Of 1037 original participants, 997 were alive at age 45 years, of whom 564 (57%) had received lead testing at age 11 years (302 [54%] male) (median follow-up, 34 [interquartile range, 33.7-34.7] years). Mean blood lead level at age 11 years was 10.99 (SD, 4.63) μg/dL. After adjusting for covariates, each 5-μg/dL higher childhood blood lead level was significantly associated with 1.19-cm2 smaller cortical surface area (95% CI, -2.35 to -0.02 cm2; P = .05), 0.10-cm3 smaller hippocampal volume (95% CI, -0.17 to -0.03 cm3; P = .006), lower global fractional anisotropy (b = -0.12; 95% CI, -0.24 to -0.01; P = .04), and a BrainAGE index 0.77 years older (95% CI, 0.02-1.51 years; P = .05) at age 45 years. There were no statistically significant associations between blood lead level and log-transformed white matter hyperintensity volume (b = 0.05 log mm3; 95% CI, -0.02 to 0.13 log mm3; P = .17) or mean cortical thickness (b = -0.004 mm; 95% CI, -0.012 to 0.004 mm; P = .39). Each 5-μg/dL higher childhood blood lead level was significantly associated with a 2.07-point lower IQ score at age 45 years (95% CI, -3.39 to -0.74; P = .002) and a 0.12-point higher score on informant-rated cognitive problems (95% CI, 0.01-0.23; P = .03). There was no statistically significant association between childhood blood lead levels and self-reported cognitive problems (b = -0.02 points; 95% CI, -0.10 to 0.07; P = .68).

CONCLUSIONS AND RELEVANCE

In this longitudinal cohort study with a median 34-year follow-up, higher childhood blood lead level was associated with differences in some MRI measures of brain structure that suggested lower structural brain integrity in midlife. Because of the large number of statistical comparisons, some findings may represent type I error.

摘要

重要提示

儿童时期接触铅与大脑发育障碍有关,但长期对大脑结构完整性的影响尚不清楚。

目的

检验假设,即儿童时期接触铅与中年人磁共振成像 (MRI) 测量的大脑结构完整性较低有关。

设计、地点和参与者:达尼丁研究以新西兰 1972-1973 年出生的人群为代表(N=564 例分析样本),随访至 45 岁(截至 2019 年 4 月)。

暴露情况

11 岁时的儿童血铅水平。

主要结果和测量指标

45 岁时的大脑结构完整性通过 MRI 评估(主要结果):灰质(皮质厚度、表面积、海马体积)、白质(白质高信号、各向异性分数[理论范围为 0{扩散完全各向同性}至 100{扩散完全各向异性}]),以及脑龄差距估计值(BrainAGE),这是一个反映脑龄与机器学习算法估计脑龄之间差距的综合指数(0 表示脑龄与实际年龄相当;正值和负值分别表示更年轻和更年长的脑龄)。45 岁时的认知功能通过 Wechsler 成人智力测验第四版(智商范围为 40-160,标准化均值为 100[标准差为 15])进行客观评估,通过信息提供者和自我报告进行主观评估(z 分数单位;量表均值为 0[标准差为 1])。

结果

在 1037 名原始参与者中,有 997 名在 45 岁时存活,其中 564 名(54%)在 11 岁时接受过铅检测(302 名男性)(中位随访时间为 34[四分位间距为 33.7-34.7]年)。11 岁时的平均血铅水平为 10.99(标准差为 4.63)μg/dL。在调整了协变量后,每增加 5μg/dL 的儿童血铅水平与皮质表面积减少 1.19cm²(95%CI,-2.35 至-0.02cm²;P=0.05)、海马体积减少 0.10cm³(95%CI,-0.17 至-0.03cm³;P=0.006)、整体各向异性分数降低 0.12(95%CI,-0.24 至-0.01;P=0.04)和 BrainAGE 指数增加 0.77 岁(95%CI,0.02 至 1.51 岁;P=0.05)有关。血铅水平与对数变换的白质高信号体积(b=0.05logmm³;95%CI,-0.02 至 0.13logmm³;P=0.17)或平均皮质厚度(b=-0.004mm;95%CI,-0.012 至 0.004mm;P=0.39)之间没有统计学显著关联。每增加 5μg/dL 的儿童血铅水平与 45 岁时智商降低 2.07 分(95%CI,-3.39 至-0.74;P=0.002)和信息提供者报告的认知问题得分增加 0.12 分(95%CI,0.01 至 0.23;P=0.03)有关。儿童血铅水平与自我报告的认知问题之间没有统计学显著关联(b=-0.02 分;95%CI,-0.10 至 0.07;P=0.68)。

结论和相关性

在这项中位随访时间为 34 年的纵向队列研究中,较高的儿童血铅水平与中年人磁共振成像 (MRI) 测量的大脑结构某些指标的差异有关,这些差异表明大脑结构完整性较低。由于进行了大量的统计学比较,因此某些发现可能代表第一类错误。