Decomposing the Brain in Autism: Linking Behavioral Domains to Neuroanatomical Variation and Genomic Underpinnings.

Hanna Seelemeyer, Caroline Gurr, Johanna Leyhausen, Lisa M Berg, Charlotte M Pretzsch, Tim Schäfer, Bassem Hermila, Christine M Freitag, Eva Loth, Bethany Oakley, Luke Mason, Jan K Buitelaar, Christian F Beckmann, Dorothea L Floris, Tony Charman, Tobias Banaschewski, Emily Jones, Thomas Bourgeron, Declan Murphy, Christine Ecker
{"title":"Decomposing the Brain in Autism: Linking Behavioral Domains to Neuroanatomical Variation and Genomic Underpinnings.","authors":"Hanna Seelemeyer, Caroline Gurr, Johanna Leyhausen, Lisa M Berg, Charlotte M Pretzsch, Tim Schäfer, Bassem Hermila, Christine M Freitag, Eva Loth, Bethany Oakley, Luke Mason, Jan K Buitelaar, Christian F Beckmann, Dorothea L Floris, Tony Charman, Tobias Banaschewski, Emily Jones, Thomas Bourgeron, Declan Murphy, Christine Ecker","doi":"10.1016/j.bpsc.2024.12.003","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Autism is accompanied by highly individualized patterns of neurodevelopmental differences in brain anatomy. This variability makes the neuroanatomy of autism inherently difficult to describe at the group level. Here, we examined inter-individual neuroanatomical differences using a dimensional approach that decomposed the domains of social communication and interaction (SCI), restricted and repetitive behaviors (RRB), and atypical sensory processing (ASP) within a neurodiverse study population. Moreover, we aimed to link the resulting neuroanatomical patterns to specific molecular underpinnings.</p><p><strong>Methods: </strong>Neurodevelopmental differences in cortical thickness and surface area were correlated with SCI, RRB and ASP domain scores by regression of a General Linear Model in a large neurodiverse sample of N=288 autistic and N=140 non-autistic individuals, aged 6-30, recruited within the EU-AIMS Longitudinal European Autism Project (LEAP). The domain-specific patterns of neuroanatomical variability were subsequently correlated with cortical gene expression profiles via the Allan Human Brain Atlas.</p><p><strong>Results: </strong>Across groups, behavioral variations in SCI, RRB and ASP were associated with interindividual differences in CT and SA in partially non-overlapping fronto-parietal, temporal, and occipital networks. These domain-specific imaging patterns were enriched for genes (i) differentially expressed in autism, (ii) mediating typical brain development, and that are (iii) associated with specific cortical cell types. Many of these genes were implicated in pathways governing synaptic structure and function.</p><p><strong>Conclusions: </strong>Our study corroborates the close relationship between neuroanatomical variation and interindividual differences in autism-related symptoms and traits within the general framework of neurodiversity, and links domain-specific patterns of neuroanatomical differences to putative molecular underpinnings.</p>","PeriodicalId":93900,"journal":{"name":"Biological psychiatry. Cognitive neuroscience and neuroimaging","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biological psychiatry. Cognitive neuroscience and neuroimaging","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.bpsc.2024.12.003","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Autism is accompanied by highly individualized patterns of neurodevelopmental differences in brain anatomy. This variability makes the neuroanatomy of autism inherently difficult to describe at the group level. Here, we examined inter-individual neuroanatomical differences using a dimensional approach that decomposed the domains of social communication and interaction (SCI), restricted and repetitive behaviors (RRB), and atypical sensory processing (ASP) within a neurodiverse study population. Moreover, we aimed to link the resulting neuroanatomical patterns to specific molecular underpinnings.

Methods: Neurodevelopmental differences in cortical thickness and surface area were correlated with SCI, RRB and ASP domain scores by regression of a General Linear Model in a large neurodiverse sample of N=288 autistic and N=140 non-autistic individuals, aged 6-30, recruited within the EU-AIMS Longitudinal European Autism Project (LEAP). The domain-specific patterns of neuroanatomical variability were subsequently correlated with cortical gene expression profiles via the Allan Human Brain Atlas.

Results: Across groups, behavioral variations in SCI, RRB and ASP were associated with interindividual differences in CT and SA in partially non-overlapping fronto-parietal, temporal, and occipital networks. These domain-specific imaging patterns were enriched for genes (i) differentially expressed in autism, (ii) mediating typical brain development, and that are (iii) associated with specific cortical cell types. Many of these genes were implicated in pathways governing synaptic structure and function.

Conclusions: Our study corroborates the close relationship between neuroanatomical variation and interindividual differences in autism-related symptoms and traits within the general framework of neurodiversity, and links domain-specific patterns of neuroanatomical differences to putative molecular underpinnings.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
分解自闭症中的大脑:将行为领域与神经解剖变异和基因组基础联系起来。
背景:自闭症伴随着高度个性化的大脑解剖学神经发育差异模式。这种差异性使得自闭症的神经解剖学很难在群体层面上进行描述。在此,我们采用一种维度方法,对神经多样性研究人群中的社会交流和互动(SCI)、限制性和重复性行为(RRB)以及非典型感觉处理(ASP)等领域进行分解,从而研究个体间的神经解剖学差异。此外,我们还旨在将由此得出的神经解剖模式与特定的分子基础联系起来:方法:在欧盟-AIMS 欧洲自闭症纵向项目(LEAP)中招募了大量神经多样性样本,其中包括 288 名自闭症患者和 140 名非自闭症患者,年龄在 6-30 岁之间,通过回归一般线性模型,将皮层厚度和表面积的神经发育差异与 SCI、RRB 和 ASP 领域得分相关联。随后,通过 Allan 人类脑图谱将特定领域的神经解剖变异模式与皮层基因表达谱进行了关联:结果:在各组中,SCI、RRB 和 ASP 的行为差异与部分不重叠的前顶叶、颞叶和枕叶网络中 CT 和 SA 的个体间差异相关。这些特定领域的成像模式富含以下基因:(i) 在自闭症中表达不同;(ii) 介导典型的大脑发育;(iii) 与特定的皮层细胞类型相关。其中许多基因与突触结构和功能的调节途径有关:我们的研究证实了在神经多样性的总体框架内,神经解剖学变异与自闭症相关症状和特征的个体差异之间的密切关系,并将特定领域的神经解剖学差异模式与推测的分子基础联系起来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Mitochondria Make You Think: An [18F]BCPP-EF Positron Emission Tomography Study of Mitochondrial Complex I Levels and Brain Activation during Task Switching. Computational Phenotyping of Effort-Based Decision Making in Unmedicated Adults with Remitted Depression. Resting State Cortical Network and Subcortical Hyperconnectivity in Youth With Generalized Anxiety Disorder in the ABCD Study. Differential Insular Cortex Activation During Reward Anticipation in Major Depressive Disorder with and without Anxiety. Multivariate links between the developmental timing of adversity exposure and white matter tract connectivity in adulthood.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1