Stanford University School of Medicine, Stanford, California.
Stanford University School of Medicine, Stanford, California.
J Am Acad Child Adolesc Psychiatry. 2024 Jan;63(1):65-79. doi: 10.1016/j.jaac.2023.05.030. Epub 2023 Jul 3.
White matter alterations are frequently reported in autism spectrum disorder (ASD), yet the etiology is currently unknown. The objective of this investigation was to examine, for the first time, the impact of genetic and environmental factors on white matter microstructure in twins with ASD compared to control twins without ASD.
Diffusion-weighted MRIs were obtained from same-sex twin pairs (6-15 years of age) in which at least 1 twin was diagnosed with ASD or neither twin exhibited a history of neurological or psychiatric disorders. Fractional anisotropy (FA) and mean diffusivity (MD) were examined across different white matter tracts in the brain, and statistical and twin modeling were completed to assess the proportion of variation associated with additive genetic (A) and common/shared (C) or unique (E) environmental factors. We also developed a novel Twin-Pair Difference Score analysis method that produces quantitative estimates of the genetic and environmental contributions to shared covariance between different brain and behavioral traits.
Good-quality data were available from 84 twin pairs, 50 ASD pairs (32 concordant for ASD [16 monozygotic; 16 dizygotic], 16 discordant for ASD [3 monozygotic; 13 dizygotic], and 2 pairs in which 1 twin had ASD and the other exhibited some subthreshold symptoms [1 monozygotic; 1 dizygotic]) and 34 control pairs (20 monozygotic; 14 dizygotic). Average FA and MD across the brain, respectively, were primarily genetically mediated in both control twins (A = 0.80, 95% CI [0.57, 1.02]; A = 0.80 [0.55, 1.04]) and twins concordant for having ASD (A = 0.71 [0.33, 1.09]; A = 0.84 [0.32,1.36]). However, there were also significant tract-specific differences between groups. For instance, genetic effects on commissural fibers were primarily associated with differences in general cognitive abilities and perhaps some diagnostic differences for ASD because Twin-Pair Difference-Score analysis indicated that genetic factors may have contributed to ∼40% to 50% of the covariation between IQ scores and FA of the corpus callosum. Conversely, the increased impact of environmental factors on some projection and association fibers were primarily associated with differences in symptom severity in twins with ASD; for example, our analyses suggested that unique environmental factors may have contributed to ∼10% to 20% of the covariation between autism-related symptom severity and FA of the cerebellar peduncles and external capsule.
White matter alterations in youth with ASD are associated with both genetic contributions and potentially increased vulnerability or responsivity to environmental influences.
DIVERSITY & INCLUSION STATEMENT: We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. One or more of the authors of this paper self-identifies as living with a disability. The author list of this paper includes contributors from the location and/or community where the research was conducted and they participated in the data collection, design, analysis, and/or interpretation of the work.
自闭症谱系障碍(ASD)患者常出现白质改变,但目前病因尚不清楚。本研究旨在首次检查遗传和环境因素对 ASD 双胞胎与无 ASD 双胞胎的大脑白质微观结构的影响。
对至少有 1 名双胞胎被诊断为 ASD 或双胞胎均无神经或精神疾病史的同性别双胞胎进行弥散加权 MRI 检查。在大脑的不同白质束中检查各向异性分数(FA)和平均弥散度(MD),并进行统计和双胞胎建模,以评估与加性遗传(A)和共同/共享(C)或独特(E)环境因素相关的变异比例。我们还开发了一种新的双胞胎对差异评分分析方法,该方法可对不同脑和行为特征之间共享协方差的遗传和环境贡献进行定量估计。
从 84 对双胞胎中获得了高质量的数据,其中 50 对 ASD 双胞胎(32 对 ASD 双胞胎一致[16 对同卵双胞胎;16 对异卵双胞胎],16 对 ASD 双胞胎不一致[3 对同卵双胞胎;13 对异卵双胞胎],2 对双胞胎中 1 对双胞胎患有 ASD,另 1 对双胞胎表现出一些亚阈值症状[1 对同卵双胞胎;1 对异卵双胞胎])和 34 对对照双胞胎(20 对同卵双胞胎;14 对异卵双胞胎)。大脑中平均 FA 和 MD 主要受控制双胞胎(A=0.80,95%CI[0.57,1.02];A=0.80[0.55,1.04])和 ASD 一致的双胞胎(A=0.71[0.33,1.09];A=0.84[0.32,1.36])的遗传影响。然而,两组之间也存在显著的束特异性差异。例如,胼胝体的联络纤维的遗传效应主要与一般认知能力的差异有关,可能与 ASD 的一些诊断差异有关,因为双胞胎对差异评分分析表明,遗传因素可能导致 IQ 分数和胼胝体 FA 之间的变异性约为 40%至 50%。相反,环境因素对某些投射和关联纤维的影响增加,主要与 ASD 双胞胎症状严重程度的差异有关;例如,我们的分析表明,独特的环境因素可能导致自闭症相关症状严重程度和小脑脚和外囊 FA 之间的变异性约为 10%至 20%。
ASD 青少年的白质改变与遗传贡献有关,并且可能与环境影响的易感性或反应性增加有关。
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