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Causation, trait correlation, and translation: Developmental brain imaging in research on neuropsychiatric conditions of childhood
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-25 DOI: 10.1016/j.dcn.2025.101513
John N. Constantino , Anna M. Constantino-Pettit
An irresistible but elusive promise of the field of developmental neuroimaging is to advance mechanistic understanding of neuropsychiatric conditions of childhood, toward translation to higher-impact intervention. In this article we wish to address a diversity of perspectives on that promise, which were expressed in a summarizing forum of the Fetal, Infant, and Toddler Neuroimaging Group (FIT’NG) conference in Santa Rosa, CA in September 2023. We organize our remarks according to three contemporary paradoxes: (1) the contrasting implications of neural correlates of development that reflect causes versus effects (or epiphenomena) of behavioral atypicality; (2) the interpretation of transient deviations in brain development that are associated with enduring developmental traits; and (3) the intensifying pursuit of discovery of neural correlates of behavior in an era of still-limited capacity to manipulate the course of early brain and behavioral development. In the article we leverage examples of recent advances in brain and behavioral science that help reconcile progress, skepticism, and hope as an emerging field matures and attracts new scientists into its ranks.
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引用次数: 0
The optic radiations and reading development: A longitudinal study of children born term and preterm
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-25 DOI: 10.1016/j.dcn.2025.101520
Lisa Bruckert , Garikoitz Lerma-Usabiaga , Lauren R. Borchers , Virginia A. Marchman , Katherine E. Travis , Heidi M. Feldman

Purpose

To determine if reading development between ages 6 and 8 years related to changes in fractional anisotropy (FA) in the optic radiations (OR), and if these associations were similar in children born full term (FT) and preterm (PT) and in language tracts.

Methods

FT (n = 34) and PT (n = 34) children completed the Word Identification subtest of the Woodcock Reading Mastery Test at 6, 7, and 8 years. Diffusion MRI (96-directions, b=2500 sec/mm2) was acquired at 6 and 8 years. Probabilistic tractography identified bilateral OR and three left-hemisphere language tracts: inferior longitudinal fasciculus (ILF), superior longitudinal fasciculus (SLF), and arcuate fasciculus (AF). Linear mixed models determined if FA changes in these tracts were associated with reading growth.

Results

Rates of reading growth were similar in both groups. For the OR, FA change from 6 to 8 years was negatively associated with reading growth in both groups. A similar pattern was observed in the left ILF but not in the SLF or AF.

Conclusion

Individual differences in reading development were associated with FA change of the OR and left ILF in FT and PT children. Negative associations implicate increasing axonal diameter and/or complexity in fiber structure as drivers of faster reading development.
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引用次数: 0
Predictive coding and attention in developmental cognitive neuroscience and perspectives for neurodevelopmental disorders
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-22 DOI: 10.1016/j.dcn.2025.101519
Anne-Lise Marais, Nadege Roche-Labarbe
Sensory prediction and repetition suppression are closely related cognitive mechanisms that allow the brain to form predictions about the environment, and guide perception in synergy with attention. Predictive coding is a theory of the fundamental role of predictive mechanisms in brain functions. Authors have proposed a central role of predictive impairments in autism and possibly other neurodevelopmental disorders. However, little is known about predictive mechanisms in typical development, and how they co-develop with attention. Here we review experimental support for predictive coding and its links with attention in healthy adults’ brains, the first experimental works performed in typically developing children and infants, and theoretical accounts of neurodevelopmental disorders using a predictive coding framework. We propose future directions for predictive coding research in development. Finally, we describe the first predictive coding experiments in neonates and provide research perspectives for using this framework in searching for early markers of atypical neurodevelopment.
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引用次数: 0
Corrigendum to "Temporal discounting for self and friends in adolescence: A fMRI study" [Dev. Cogn. Neurosci. 60 (2023) 1-11: 101204].
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-21 DOI: 10.1016/j.dcn.2025.101511
Suzanne van de Groep, Sophie W Sweijen, Erik de Water, Eveline A Crone
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引用次数: 0
Interpretation of individual differences in computational neuroscience using a latent input approach
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-16 DOI: 10.1016/j.dcn.2025.101512
Jessica V. Schaaf , Steven Miletić , Anna C.K. van Duijvenvoorde , Hilde M. Huizenga
Computational neuroscience offers a valuable opportunity to understand the neural mechanisms underlying behavior. However, interpreting individual differences in these mechanisms, such as developmental differences, is less straightforward. We illustrate this challenge through studies that examine individual differences in reinforcement learning. In these studies, a computational model generates an individual-specific prediction error regressor to model activity in a brain region of interest. Individual differences in the resulting regression weight are typically interpreted as individual differences in neural coding. We first demonstrate that the absence of individual differences in neural coding is not problematic, as such differences are already captured in the individual specific regressor. We then review that the presence of individual differences is typically interpreted as individual differences in the use of brain resources. However, through simulations, we illustrate that these differences could also stem from other factors such as the standardization of the prediction error, individual differences in brain networks outside the region of interest, individual differences in the duration of the prediction error response, individual differences in outcome valuation, and in overlooked individual differences in computational model parameters or the type of computational model. To clarify these interpretations, we provide several recommendations. In this manner we aim to advance the understanding and interpretation of individual differences in computational neuroscience.
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引用次数: 0
Prenatal exposure to polycyclic aromatic hydrocarbons, reduced hippocampal subfield volumes, and word reading 产前暴露于多环芳烃,减少海马体子区体积,和单词阅读。
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-11 DOI: 10.1016/j.dcn.2025.101508
H. Yang , JW. Cohen , D. Pagliaccio , B. Ramphal , V. Rauh , F. Perera , BS. Peterson , H. Andrews , AG. Rundle , J. Herbstman , AE. Margolis
Reading difficulties and exposure to air pollution are both disproportionately high among youth living in economically disadvantaged contexts. Critically, variance in reading skills in youth living in higher socioeconomic status (SES) contexts largely derives from genetic factors, whereas environmental factors explain more of the variance in reading skills among youth living in lower SES contexts. Although reading research has focused closely on the psychosocial environment, little focus has been paid to the effects of the chemical environment. In this study, we measured prenatal exposure to a common air pollutant, polycyclic aromatic hydrocarbons (PAH), via the presence (versus absence) of PAH-DNA adducts in maternal blood during the third trimester of pregnancy. We examined the impact of prenatal PAH exposure on adolescent hippocampal subfield volume and on word reading in a sample of youth followed prospectively since birth (N = 165). Compared to those without prenatal exposure, those with detectable PAH-DNA adducts (N = 63) exhibited significantly smaller hippocampal volumes (CA2/3 subfield, t = -2.413, p < .05), which was associated with worse pseudoword reading (t = 2.346, p < .05). Exploratory mediation analyses showed a significant effect of PAH on pseudoword reading through CA2/3 vol (p = .028), suggesting that prenatal PAH exposure affects hippocampal volume with downstream effects on reading ability.
在经济条件不利的青年中,阅读困难和暴露于空气污染的比例都高得不成比例。重要的是,生活在较高社会经济地位(SES)背景下的青少年阅读技能的差异主要来自遗传因素,而环境因素更多地解释了生活在较低社会经济地位背景下的青少年阅读技能的差异。虽然阅读研究密切关注心理社会环境,但很少关注化学环境的影响。在这项研究中,我们测量了产前暴露于一种常见的空气污染物,多环芳烃(PAH),通过存在(与不存在)母体血液中的多环芳烃dna加合物在妊娠晚期。我们研究了产前多环芳烃暴露对青少年海马体子区体积和单词阅读的影响(N = 165)。与没有产前暴露的人相比,检测到PAH-DNA加合物的人(N = 63)的海马体积明显较小(CA2/3子区,t = -2.413,p
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引用次数: 0
Beyond the sum of their parts: A multi-dimensional approach to dyscalculia-dyslexia comorbidity integrating studies of the brain, behavior, and genetics 超越部分的总和:计算障碍-阅读障碍共病的多维方法,整合大脑,行为和遗传学的研究。
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-10 DOI: 10.1016/j.dcn.2025.101510
Isabella Starling-Alves , Lien Peters , Eric D. Wilkey
Mathematics learning disorders (MD) and reading learning disorders (RD) are persistent conditions that interfere with success in academic and daily-life tasks, and cannot be attributed to intellectual disabilities, sensory deficits, or environmental factors. Prevalence rates of MD and RD are estimated at 5–10 % of school-age children, and their comorbidity (MDRD) is highly prevalent, with around 40 % of children with MD also experiencing RD. Despite this high comorbidity rate, research on MDRD has received less attention compared to isolated conditions, leaving its neurocognitive mechanisms unclear. In this study, we review behavioral, neuroimaging, and genetic MDRD research and discuss how they support current MDRD models, including the: (1) additive model, which proposes that MDRD results from the addition of neurocognitive deficits unique to MD or RD, (2) domain-general deficits model, which proposes that MDRD stems from executive function deficits, and (3) increased risk model, which proposes that MDRD emerges from phonological deficits characteristic of RD. Further, we recommend updating models of MDRD by integrating the multiple deficit and dimensional models to build a unified framework for research and diagnosis that considers multiple dimensions of mathematics, reading, and domain-general skills. This unified framework highlights the importance of a holistic, functional diagnosis.
数学学习障碍(MD)和阅读学习障碍(RD)是干扰学业和日常生活任务成功的持续性疾病,不能归因于智力残疾、感觉缺陷或环境因素。据估计,MD和RD的患病率为学龄儿童的5- %,其合并症(MDRD)非常普遍,约40% %的MD患儿也患有RD。尽管合并症发生率很高,但与孤立情况相比,MDRD的研究受到的关注较少,其神经认知机制尚不清楚。在本研究中,我们回顾了行为、神经影像学和遗传MDRD研究,并讨论了它们如何支持当前的MDRD模型,包括:(1)加性模型(additive model),认为MDRD是由MD或RD特有的神经认知缺陷引起的;(2)域通用缺陷模型(domain-general deficit model),认为MDRD是由执行功能缺陷引起的;(3)风险增加模型(increase risk model),认为MDRD是由RD特有的语音缺陷引起的。我们建议通过整合多缺陷和维度模型来更新MDRD模型,以建立一个统一的研究和诊断框架,该框架考虑了数学、阅读和领域通用技能的多个维度。这个统一的框架强调了整体功能诊断的重要性。
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引用次数: 0
The effects of Covid-19 related policies on neurocognitive face processing in the first four years of life Covid-19相关政策对出生后头4年面部神经认知加工的影响
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-09 DOI: 10.1016/j.dcn.2025.101506
Carlijn van den Boomen, Anna C. Praat, Caroline M.M. Junge, Chantal Kemner
In response to Covid-19, western governments introduced policies that likely resulted in a reduced variety of facial input. This study investigated how this affected neural representations of face processing: speed of face processing; face categorization (differentiating faces from houses); and emotional face processing (differentiating happy, fearful, and neutral expressions), in infants (five or ten months old) and children (three years old). We compared participants tested before (total N = 462) versus during (total N = 473) the pandemic-related policies, and used electroencephalography to record brain activity. Event Related Potentials showed faster face processing in three-year-olds but not in infants during the policies. However, there were no meaningful differences between the two Covid-groups regarding face categorization, indicating that this fundamental process is resilient despite the reduced variety of input. In contrast, the processing of facial emotions was affected: across ages, while pre-pandemic children showed differential activity, during-pandemic children did not neurocognitively differentiate between happy and fearful expressions. This effect was primarily attributed to a reduced amplitude in response to happy faces. Given that these findings were present only in the later neural components (P400 and Nc), this suggests that post-pandemic children have a reduced familiarity or attention towards happy facial expressions.
为应对Covid-19,西方政府出台了可能导致面部输入减少的政策。本研究探讨了这如何影响面部处理的神经表征:面部处理速度;人脸分类(区分人脸和房屋);以及婴儿(5或10个月大)和儿童(3岁)的面部表情处理(区分快乐、恐惧和中性表情)。我们比较了在大流行相关政策实施前(总N = 462)和实施期间(总N = 473)接受测试的参与者,并使用脑电图记录大脑活动。事件相关电位显示,三岁儿童的面部处理速度更快,而婴儿则没有。然而,两个covid - 19组之间在面部分类方面没有显着差异,这表明尽管输入的种类减少,但这一基本过程具有弹性。相比之下,面部情绪的处理受到了影响:不同年龄的儿童在大流行前表现出不同的活动,而在大流行期间,儿童在神经认知上没有区分快乐和恐惧的表情。这种效应主要归因于对快乐面孔的反应幅度降低。鉴于这些发现仅出现在后期的神经成分(P400和Nc)中,这表明大流行后的儿童对快乐面部表情的熟悉程度或注意力有所降低。
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引用次数: 0
Modality-level obstacles and initiatives to improve representation in fetal, infant, and toddler neuroimaging research samples
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-03 DOI: 10.1016/j.dcn.2024.101505
Emma T. Margolis , Paige M. Nelson , Abigail Fiske , Juliette L.Y. Champaud , Halie A. Olson , María José C. Gomez , Áine T. Dineen , Chiara Bulgarelli , Sonya V. Troller-Renfree , Kirsten A. Donald , Marisa N. Spann , Brittany Howell , Dustin Scheinost , Marta Korom
Fetal, infant, and toddler (FIT) neuroimaging researchers study early brain development to gain insights into neurodevelopmental processes and identify early markers of neurobiological vulnerabilities to target for intervention. However, the field has historically excluded people from global majority countries and from marginalized communities in FIT neuroimaging research. Inclusive and representative samples are essential for generalizing findings across neuroimaging modalities, such as magnetic resonance imaging, magnetoencephalography, electroencephalography, functional near-infrared spectroscopy, and cranial ultrasonography. These FIT neuroimaging techniques pose unique and overlapping challenges to equitable representation in research through sampling bias, technical constraints, limited accessibility, and insufficient resources. The present article adds to the conversation around the need to improve inclusivity by highlighting modality-specific historical and current obstacles and ongoing initiatives. We conclude by discussing tangible solutions that transcend individual modalities, ultimately providing recommendations to promote equitable FIT neuroscience.
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引用次数: 0
How will developmental neuroimaging contribute to the prediction of neurodevelopmental or psychiatric disorders? Challenges and opportunities 发育性神经影像学如何有助于预测神经发育或精神疾病?挑战与机遇。
IF 4.6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.dcn.2024.101490
Koraly Pérez-Edgar , Mary Dozier , Rebecca Saxe , Katherine E. MacDuffie
Successful developmental neuroimaging efforts require interdisciplinary expertise to ground scientific questions in knowledge of human development, modify and create technologies and data processing pipelines suited to the young brain, and ensure research procedures meet the needs and protect the interests of young children and their caregivers. This paper brings together four interdisciplinary perspectives to tackle a set of questions that are central for the field to address as we imagine a future role for developmental neuroimaging in the prediction of neurodevelopmental or psychiatric disorders: 1) How do we generate a strong evidence base for causality and clinical relevance? 2) How do we ensure the integrity of the data and support fair and wide access? 3) How can these technologies be implemented in the clinic? 4) What are the ethical obligations for neuroimaging researchers working with infants and young children?
成功的发育神经影像学研究需要跨学科的专业知识,以便将科学问题建立在人类发育知识的基础上,修改和创建适合幼儿大脑的技术和数据处理管道,并确保研究程序满足幼儿及其看护者的需求并保护他们的利益。本文汇集了四个跨学科视角,以解决一系列问题,这些问题是我们在设想发育神经影像学未来在预测神经发育或精神疾病中的作用时需要解决的核心问题:1) 我们如何为因果关系和临床相关性提供强有力的证据基础?2)如何确保数据的完整性并支持公平、广泛的数据访问?3)如何在临床中应用这些技术?4) 从事婴幼儿神经影像研究的人员有哪些道德义务?
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引用次数: 0
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Developmental Cognitive Neuroscience
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