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High Resolution Postmortem MRI Discovers Developing Structural Connectivity in the Human Ascending Arousal Network 高分辨率死后MRI发现人类上升唤醒网络中正在发展的结构连接。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-29 DOI: 10.1002/hbm.70422
Roxane Licandro, Mark Olchanyi, Luiz F. Ferraz da Silva, Andre van der Kouwe, Camilo Jaimes, Nathan X. Ngo, William Kelley, Rebecca Folkerth, Robin L. Haynes, Brian L. Edlow, Hannah C. Kinney, Lilla Zöllei

Human arousal is essential to survival and mediated by the ascending arousal network (AAN) and its connections. It spans from the brainstem to the diencephalon, basal forebrain, and cerebral cortex. Despite advances in mapping the AAN in adults, it is unexplored in fetal and early infant life, especially with high-resolution magnetic resonance imaging techniques. In this study, we conducted—for the first time—high-resolution ex vivo diffusion MRI-based analysis of the AAN in seven fetal, infant, and adult brains, incorporating probabilistic tractography and quantifying connectivity using graph theory. We observed that AAN structural connectivity becomes increasingly integrated during development, progressively reaching rostrally during the first postconceptional year. We quantitatively identified the dorsal raphe (DR) nucleus and ventral tegmental area (VTA) as AAN connectivity hubs already in the fetus persisting into adulthood. The DR appears to form a local hub of short-range connectivities, while the VTA evolves as a long-range global hub. The identified connectivity maps advance our understanding of AAN architecture changes due to normative human brain development, as well as disorders of arousal, such as coma and sudden infant death syndrome.

人类的觉醒是生存所必需的,并由上升觉醒网络(AAN)及其连接介导。它从脑干延伸到间脑、基底前脑和大脑皮层。尽管在绘制成人AAN图谱方面取得了进展,但在胎儿和婴儿早期生活中,特别是在高分辨率磁共振成像技术方面,AAN尚未得到探索。在这项研究中,我们首次对7个胎儿、婴儿和成人大脑的AAN进行了高分辨率的体外扩散核磁共振分析,结合了概率神经束造影和使用图论定量连接。我们观察到,AAN结构连通性在发育过程中变得越来越一体化,在受孕后的第一年逐渐达到顶峰。我们定量地确定了中缝背核(DR)和腹侧被盖区(VTA)作为AAN连接枢纽已经在胎儿中持续到成年。DR似乎形成了短距离连接的本地枢纽,而VTA则演变为远程全球枢纽。已确定的连接图促进了我们对AAN结构变化的理解,这是由于人类大脑的正常发育,以及觉醒障碍,如昏迷和婴儿猝死综合征。
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引用次数: 0
Magnetic Resonance Imaging-Guided Neuronavigation for Transcranial Magnetic Stimulation in Mood Disorders: Technical Foundation, Advances, and Emerging Tools 磁共振成像引导神经导航经颅磁刺激治疗情绪障碍:技术基础、进展和新兴工具
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-27 DOI: 10.1002/hbm.70424
Ilya Demchenko, Huda F. Al-Shamali, Alice Rueda, Ishaan Tailor, Reinhard Janssen-Aguilar, Tom A. Schweizer, Katharine Dunlop, Simon J. Graham, Venkat Bhat

Transcranial magnetic stimulation (TMS) guided by magnetic resonance imaging (MRI) has significantly advanced the treatment of mood disorders by enabling precise targeting of brain circuits implicated in their pathophysiology. The integration of neuronavigation systems, which utilize real-time MRI-based coil positioning, has improved spatial targeting accuracy, individualization, and therapeutic outcomes. Despite these advancements, achieving optimal stimulation efficacy requires careful consideration of MRI techniques, including anatomical imaging, functional MRI (fMRI), and connectivity-based methods. Anatomical MRI provides a reliable structural foundation for neuronavigation but lacks specificity regarding functional neural networks implicated in mood disorders. In contrast, fMRI, through task-based and resting-state paradigms, enhances target selection precision by identifying patient-specific neural activity and functional connectivity patterns, although this approach is vulnerable to variability and imaging artifacts. Connectivity-based MRI neuronavigation represents a promising advancement by explicitly targeting disrupted neural networks. This review critically examines recent technological and methodological progress in MRI-guided neuronavigation for TMS, addressing current challenges such as image acquisition quality, co-registration accuracy, artifact mitigation, and practical constraints in clinical settings. Finally, it discusses emerging opportunities and innovations poised to enhance neuronavigation precision, foster wider clinical adoption, and ultimately improve therapeutic outcomes in interventional psychiatry for mood disorders.

磁共振成像(MRI)引导下的经颅磁刺激(TMS)通过精确定位与病理生理相关的脑回路,显著推进了情绪障碍的治疗。利用实时核磁共振线圈定位的神经导航系统的集成,提高了空间定位的准确性、个体化和治疗效果。尽管有这些进步,但要达到最佳的刺激效果,需要仔细考虑MRI技术,包括解剖成像、功能MRI (fMRI)和基于连接的方法。解剖MRI为神经导航提供了可靠的结构基础,但在涉及情绪障碍的功能性神经网络方面缺乏特异性。相比之下,fMRI通过基于任务和静息状态的范式,通过识别患者特定的神经活动和功能连接模式来提高目标选择的准确性,尽管这种方法容易受到变异性和成像伪影的影响。基于连接的MRI神经导航通过明确靶向破坏的神经网络代表了一个有前途的进步。这篇综述批判性地考察了mri引导的经颅磁刺激神经导航的最新技术和方法进展,解决了当前的挑战,如图像采集质量、共同配准准确性、伪影缓解和临床环境中的实际限制。最后,它讨论了新兴的机会和创新,准备提高神经导航精度,促进更广泛的临床应用,并最终改善情绪障碍介入精神病学的治疗结果。
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引用次数: 0
Discordance Between Spatial and Population Correlations From Human Brain Imaging Data 来自人脑成像数据的空间和人口相关性之间的不一致。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-26 DOI: 10.1002/hbm.70421
Patrick M. Fisher, Kristian Larsen, Pontus Plavén-Sigray, Gitte M. Knudsen, Brice Ozenne
<p>It has become increasingly common to probe correlations between human brain imaging measures of receptor/protein binding and function using population-level brain maps, typically drawn from independent cohorts to estimate correlations across regions. This strategy raises issues of interpretation that we highlight here with both an empirical multimodal brain imaging dataset and simulation studies. Twenty-four healthy participants completed neuroimaging with both [11C]Cimbi-36 positron emission tomography and magnetic resonance imaging scans to estimate receptor binding potential (BP) and cerebral blood flow (CBF), respectively, in 18 cortical/subcortical regions. Correlations between BP and CBF were estimated in four ways: (1) Pearson correlation across regions of mean regional BP and CBF from a single or separate cohorts (<span></span><math> <semantics> <mrow> <msub> <mi>ρ</mi> <mn>1.1</mn> </msub> </mrow> <annotation>$$ {rho}_{1.1} $$</annotation> </semantics></math> and <span></span><math> <semantics> <mrow> <msub> <mi>ρ</mi> <mn>1.2</mn> </msub> </mrow> <annotation>$$ {rho}_{1.2} $$</annotation> </semantics></math>, respectively), to mimic studies using data from independent cohorts; (2) Pearson correlation between BP and CBF across participants in each region (<span></span><math> <semantics> <mrow> <msub> <mi>ρ</mi> <mn>2</mn> </msub> </mrow> <annotation>$$ {rho}_2 $$</annotation> </semantics></math>); or (3) the correlation between BP and CBF across participants across all regions within a single linear mixed effects model (<span></span><math> <semantics> <mrow> <msub> <mi>ρ</mi> <mn>3</mn> </msub> </mrow> <annotation>$$ {rho}_3 $$</annotation> </semantics></math>). We observed a significant positive correlation across regions (<span></span><math> <semantics> <mrow> <msub> <mover> <mi>ρ</mi> <mo>̂</mo> </mover> <mn>1.1</mn> </msub> </mrow> <annotation>$$ {hat{rho}}_{1.1} $$</annotation> </semantics></math> = 0.672, <i>p</i> = 0.0023; <span></span><math> <semantics> <mrow>
利用人口水平的脑图来探测受体/蛋白质结合和功能的人脑成像测量之间的相关性已经变得越来越普遍,这些脑图通常是从独立的队列中绘制的,以估计区域间的相关性。这一策略提出了解释问题,我们在这里强调了经验多模态脑成像数据集和模拟研究。24名健康参与者分别使用[11C]Cimbi-36正电子发射断层扫描和磁共振成像扫描完成了18个皮质/皮质下区域的受体结合电位(BP)和脑血流量(CBF)的神经成像。BP和CBF之间的相关性通过四种方式估计:(1)来自单个或单独队列的区域平均BP和CBF的Pearson相关性(分别为ρ 1.1 $$ {rho}_{1.1} $$和ρ 1.2 $$ {rho}_{1.2} $$),以模拟使用独立队列数据的研究;(2)各区域参与者BP与CBF的Pearson相关性(ρ 2 $$ {rho}_2 $$);或(3)在单一线性混合效应模型中,所有地区参与者的BP和CBF之间的相关性(ρ 3 $$ {rho}_3 $$)。我们观察到各地区之间存在显著的正相关(ρ´1.1 $$ {hat{rho}}_{1.1} $$ = 0.672, p = 0.0023; ρ´1.2 $$ {hat{rho}}_{1.2} $$ = 0.659, p = 0.0030)。参与者之间的区域特异性相关性明显较低且不具有统计学意义(ρ n2 $$ {hat{rho}}_2 $$:平均值= 0.140,范围= -0.112-0.336;所有p均为0.10),在线性混合模型中同时估计时也不具有统计学意义(ρ n2 $$ {hat{rho}}_3 $$ = 0.138, p = 0.26)。我们的模拟研究表明,BP或CBF均值和方差的区域差异会严重影响跨区域相关性,并增加1型错误率。我们的观察暗示了跨区域相关性意义上的模糊性,并建议将其解释为生物关系的证据,这意味着参与者之间的关系,是有问题的。由于没有经过验证的方法来处理混杂和其他偏差,我们敦促未来的研究如何解释人口水平大脑图谱的跨区域相关性。
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引用次数: 0
Prediction of Individual Melodic Contour Processing in Sensory Association Cortices From Resting State Functional Connectivity 从静息状态功能连通性预测感觉关联皮层的个体旋律轮廓加工。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-26 DOI: 10.1002/hbm.70409
Christine Ahrends, Massimo Lumaca, Morten L. Kringelbach, Diego Vidaurre, Peter Vuust

Recent studies suggest that it is possible to predict an individual brain's spatial activation pattern in response to a paradigm from their functional connectivity at rest (rsFC). However, it is unclear whether this prediction works across the brain. We here aim to understand whether individual task activation can be best predicted in local regions that are highly specialised to the task at hand or whether there are domain-independent regions in the brain that carry most information about the individual. To answer this question, we used fMRI data from participants at rest and during an auditory oddball paradigm. We then predicted individual differences in brain responses to melodic deviants from their rsFC both across the whole brain and within the auditory cortices. Predictability was consistently higher in sensory association cortices: In the local (auditory cortex) parcellation, the best predicted area was the right superior temporal gyrus (STG), an auditory association area, while in the global parcellation, the best predicted network was the bilateral visual association cortex. Our results indicate that individual differences can be predicted in paradigm-relevant areas or general areas with high inter-individual variability. Predicting individual task activation from rsFC may be of clinical relevance in cases where patients are unable to carry out a certain task, such as, to inform surgical targets.

最近的研究表明,有可能预测个体大脑在休息时的功能连接(rsFC)范式下的空间激活模式。然而,目前还不清楚这种预测是否在整个大脑中都有效。我们在这里的目的是了解个人任务激活是否可以在高度专一于手头任务的局部区域中得到最好的预测,或者大脑中是否存在携带个人大部分信息的独立区域。为了回答这个问题,我们使用了参与者在休息和听觉怪异范式中的fMRI数据。然后,我们预测了他们的rsFC在整个大脑和听觉皮层内对旋律偏差的大脑反应的个体差异。感觉关联皮层的可预测性始终较高:在局部(听觉皮层)分割中,最佳预测区域是听觉关联区域右侧颞上回(STG),而在全局分割中,最佳预测网络是双侧视觉关联皮层。研究结果表明,个体差异既可以在范式相关领域预测,也可以在个体间差异较大的一般领域预测。在患者无法执行特定任务(如告知手术目标)的情况下,从rsFC预测个体任务激活可能具有临床意义。
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引用次数: 0
Investigating the Neural Correlates of the Attention Training Technique Using a Novel fMRI Paradigm for Measuring Attentional Control 利用新的功能磁共振成像范式研究注意训练技术的神经相关关系。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-24 DOI: 10.1002/hbm.70416
Kristina Schwarz, Adrian Wells, Franziska Giller, Tanja Endrass

Attentional control (AC) plays a causal role in various mental disorders and, within the metacognitive model, contributes to maladaptive repetitive cognitive processes such as rumination and worry. The Attention Training Technique (ATT), an auditory psychotherapeutic intervention, improves AC and is associated with the efficiency of large-scale fronto-parietal control networks (FPN). This study investigates the neural correlates of ATT by applying a newly tailored fMRI paradigm, focusing on FPN engagement and its relationship with AC. We adapted ATT to examine neural responses during ATT compared to passive listening in ATT-naïve participants (N = 43) and ensured the robustness of results by validating the findings in a second independent sample (N = 28). To optimize the paradigm, we compared two ATT conditions, rapidly switching (ATTswitch) and selectively focusing (ATTfocus) attention, against multiple passive-listening control conditions, to probe ATT-related FPN activation. We also tested whether trial-wise subjective effort and self/external focus ratings differentiated ATT from control trials, parametrically modulated FPN activation, and whether ATT-related FPN activation correlated with trait AC. ATT versus control conditions activated the FPN (pFWE < 0.05). This effect was present in both ATT conditions, with stronger activation in the ATTswitch versus ATTfocus condition, and independent of the specific control condition. Ratings of self/external focus and effort significantly differentiated ATT from control conditions (all p < 0.001) and parametrically modulated FPN activation (pFWE < 0.05). All effects were replicated in the second sample. Across both samples, FPN activation in ATT versus control conditions and trial-wise ratings related to trait AC. Using a novel fMRI paradigm in two independent samples, we demonstrate that the ATT is associated with activation of the FPN, a key network for AC and mental health. The relationship between FPN activation and self-report measures supports the relevance of the data for understanding ATT and its links to clinical phenotypes.

注意控制(AC)在各种精神障碍中起着因果作用,并且在元认知模型中,有助于反刍和担忧等不适应的重复性认知过程。注意训练技术(ATT)是一种听觉心理治疗干预,可以改善AC,并与大规模额顶叶控制网络(FPN)的效率有关。本研究通过应用全新定制的fMRI范式来研究ATT的神经相关性,重点关注FPN参与及其与交流的关系。我们采用ATT来检查ATT-naïve参与者(N = 43)在ATT期间与被动倾听期间的神经反应,并通过在第二个独立样本(N = 28)中验证结果来确保结果的稳健性。为了优化范例,我们比较了两种ATT条件,即快速切换(ATTswitch)和选择性聚焦(ATTfocus)注意力,以及多种被动聆听控制条件,以探测ATT相关的FPN激活。我们还测试了试验主观努力和自我/外部焦点评分是否将ATT与对照试验区分开来,参数化调节FPN激活,以及ATT相关的FPN激活是否与性状AC相关。ATT与对照条件激活FPN (pFWE开关与ATTfocus条件相比),并且独立于特定的对照条件。自我/外部焦点和努力的评分将ATT与控制条件显著区分开来(均为FWE)
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引用次数: 0
Inverse Association of Locus Coeruleus MRI Integrity With Structural Volume and Its Impact on Individual's Inattentiveness 蓝斑核磁共振完整性与结构体积的负相关及其对个体注意力不集中的影响。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-24 DOI: 10.1002/hbm.70419
Joshua Neal, Sun Hyung Kim, Benjamin Katz, Il Hwan Kim, Tae-Ho Lee

The locus coeruleus (LC) is a nucleus within the brainstem associated with physiological arousal and altered structure and function in the context of neurological conditions. Pathologies related to difficulties with attention have previously been associated with abnormalities in neurotransmitter production and sensitivity, suggesting the possibility of abnormality in neurotransmitter-producing neural regions. One such region is the LC, associated with norepinephrine production. To examine the possibility that LC alteration is associated with inattentive symptom reporting, regression analyses were performed using neuromelanin contrast ratios and volume in a sample of 141 individuals age-ranged from 8 to 54. Mediation modeling was subsequently performed to examine the relationship between neuromelanin contrast and volume in regard to inattentive behavior. We found that the structural integrity value of the LC, especially in the right hemisphere, showed a significant negative association with the level of the individual's inattentiveness score. LC volume was also significantly positively associated with inattention, and this finding was also lateralized to the right LC. Interestingly, an inverse association was found between structural integrity and volume. These findings support the relationship between LC and attention-related behavior through both neuromelanin-sensitive and structural imaging, with important implications for the association between regional structure and function.

蓝斑核(LC)是脑干内的一个核,在神经系统疾病的背景下与生理唤醒和结构和功能改变有关。与注意力困难相关的病理先前与神经递质产生和敏感性异常有关,这表明神经递质产生的神经区域可能存在异常。其中一个区域是LC,与去甲肾上腺素的产生有关。为了检验LC改变与注意力不集中症状报告相关的可能性,对141名年龄在8岁至54岁之间的个体样本进行了神经黑色素对比比和体积的回归分析。随后进行中介建模,以检查关于注意力不集中行为的神经黑色素对比和体积之间的关系。我们发现,LC的结构完整性值,特别是右半球的结构完整性值,与个体的注意力不集中得分水平呈显著负相关。LC体积也与注意力不集中显著正相关,这一发现也被侧向化到右侧LC。有趣的是,在结构完整性和体积之间发现了负相关。这些发现通过神经黑色素敏感成像和结构成像支持了LC与注意相关行为之间的关系,对区域结构和功能之间的关联具有重要意义。
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引用次数: 0
In Vivo Quantification of White Matter Pathways in the Human Hippocampus 人海马白质通路的体内定量研究。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-24 DOI: 10.1002/hbm.70417
Melisa Gumus, Athanasios Bourganos, Michael L. Mack

The hippocampus is a key structure in cognition. Although much research has focused on defining the functions of its anatomically distinct subfields, the communication among these subfields within the hippocampal circuit, supported by white matter pathways, is theoretically key to emergent cognitive function. Yet, hippocampal white matter connections in humans have not been fully explored in vivo. By leveraging diffusion-weighted imaging and a large healthy sample (N = 653), we developed a processing pipeline for in vivo quantification of human hippocampal pathways. We provided evidence for monosynaptic and trisynaptic pathway-related connections in humans, supporting the described hippocampal circuit in ex vivo and animal studies. In addition to hemispheric and sex differences, the individual variability in hippocampal pathways was linked to cognitive abilities. Thus, in vivo characterization of human hippocampal pathways highlights the individual differences within these structures and paves the way for their implications in cognition, aging, and diseases.

海马体是认知的关键结构。尽管许多研究都集中在定义其解剖学上不同的子区功能上,但在白质通路的支持下,海马体回路中这些子区之间的交流在理论上是紧急认知功能的关键。然而,人类海马白质的连接尚未在体内得到充分的探索。通过利用弥散加权成像和大量健康样本(N = 653),我们开发了一种用于人体海马通路体内量化的处理管道。我们提供了人类单突触和三突触通路相关连接的证据,支持在离体和动物研究中描述的海马回路。除了半球和性别差异外,海马通路的个体差异还与认知能力有关。因此,人类海马通路的体内表征突出了这些结构中的个体差异,并为它们在认知、衰老和疾病中的意义铺平了道路。
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引用次数: 0
Prefrontal Cortex Responses to Conflicting Information 前额皮质对冲突信息的反应。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-24 DOI: 10.1002/hbm.70418
Petra Bíró, Silvy H. P. Collin

Over time, we develop event schemas or scripts that shape our expectations about what typically happens in certain contexts. However, even after forming a memory about a certain event, we are often exposed to related information about that same event at later points in time. This additional information sometimes causes one to have to re-evaluate the interpretation of the original event. Over a two-day fNIRS experiment, participants were exposed to events that were subsequently updated with schema-congruent or schema-incongruent additional details. These schema-incongruent additional details make those events more fitting to another schema than originally was the case, meaning that participants would need to dissociate that event from the original schema and re-integrate it with another schema. The fNIRS results showed higher oxygenated hemoglobin (HbO) concentrations in the prefrontal cortex (PFC)—which indicates enhanced PFC activation—for events updated with schema-congruent compared to schema-incongruent details. When specifically looking at those events that were updated with schema-incongruent details, our results suggest that dissociating an event from the original schema and re-integrating it with another schema was accompanied by an initial PFC decrease early in the trial followed by a PFC increase later in the trial. This was a distinctly different pattern compared to trials in which participants failed to re-integrate the event with another schema, which showed delayed PFC increase with lower amplitude and no initial PFC decrease. Our findings provide insight into how people process and integrate conflicting information.

随着时间的推移,我们形成了事件模式或脚本,这些模式或脚本塑造了我们对特定环境中通常发生的事情的期望。然而,即使在形成了对某一事件的记忆之后,我们经常会在稍后的时间点接触到关于同一事件的相关信息。这些额外的信息有时会导致人们不得不重新评估对原始事件的解释。在为期两天的近红外光谱实验中,参与者接触到的事件随后被更新为与图式一致或不一致的额外细节。这些与模式不一致的额外细节使这些事件比原来更适合于另一个模式,这意味着参与者需要将该事件从原始模式中分离出来,并将其重新集成到另一个模式中。fNIRS结果显示前额叶皮层(PFC)的氧合血红蛋白(HbO)浓度较高,这表明与模式一致的事件相比,与模式不一致的细节更新的事件增强了PFC的激活。当我们特别观察那些与图式不一致的细节更新的事件时,我们的结果表明,将一个事件与原始图式分离并将其与另一个图式重新整合,在试验早期伴随着PFC的初始下降,随后在试验后期PFC增加。这与参与者未能将该事件与另一个图式重新整合的试验相比是一个明显不同的模式,后者显示PFC延迟增加,幅度较低,初始PFC没有下降。我们的发现为人们如何处理和整合相互矛盾的信息提供了见解。
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引用次数: 0
Topologically Optimized Intrinsic Brain Networks 拓扑优化的内在大脑网络。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-21 DOI: 10.1002/hbm.70380
Noah Lewis, Armin Iraji, Robyn Miller, Oktay Agcaoglu, Vince Calhoun

The estimation of brain networks is instrumental in quantifying and evaluating brain function. Nevertheless, achieving precise estimations of subject-level networks has proven to be a formidable task. In response to this challenge, researchers have developed group-inference frameworks that leverage robust group-level estimations as a common reference point to infer corresponding subject-level networks. Generally, existing approaches either leverage the common reference as a strict, voxel-wise spatial constraint (i.e., strong constraints at the voxel level) or impose no constraints. Here, we propose a targeted approach that harnesses the topological information of group-level networks to encode a high-level representation of spatial properties to be used as constraints, which we refer to as Topologically Optimized Intrinsic Brain Networks (TOIBN). Consequently, our method inherits the significant advantages of constraint-based approaches, such as enhancing estimation efficacy in noisy data or small sample sizes. On the other hand, our method provides a softer constraint than voxel-wise penalties, which can result in the loss of individual variation, increased susceptibility to model biases, and potentially missing important subject-specific information. Our analyses show that the subject maps from our method are less noisy and true to the group networks while promoting subject variability that can be lost from strict constraints. We also find that the topological properties resulting from the TOIBN maps are more expressive of differences between individuals with schizophrenia and controls in the default mode, subcortical, and visual networks.

脑网络的估计是量化和评估脑功能的重要手段。然而,对学科级网络的精确估计已被证明是一项艰巨的任务。为了应对这一挑战,研究人员开发了群体推理框架,利用稳健的群体级估计作为共同参考点来推断相应的主题级网络。一般来说,现有的方法要么利用公共参考作为严格的、体素方向的空间约束(即体素级别的强约束),要么不施加约束。在这里,我们提出了一种有针对性的方法,利用群体级网络的拓扑信息来编码空间属性的高级表示,作为约束,我们称之为拓扑优化的内在大脑网络(TOIBN)。因此,我们的方法继承了基于约束的方法的显著优点,例如在噪声数据或小样本量下提高估计效率。另一方面,我们的方法提供了比体素惩罚更软的约束,这可能导致个体差异的损失,增加对模型偏差的敏感性,并可能丢失重要的特定主题信息。我们的分析表明,我们的方法生成的主题图噪声更小,更符合群体网络,同时促进了主题的可变性,而这种可变性可能会因严格的约束而丢失。我们还发现,由TOIBN图谱产生的拓扑特性更能表达精神分裂症患者和对照组在默认模式、皮层下和视觉网络方面的差异。
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引用次数: 0
The Functional Connectome Mediates Associations Between Fitness and Cognition Across the Adult Lifespan 功能连接组在成人一生中调节健康和认知之间的关联。
IF 3.3 2区 医学 Q1 NEUROIMAGING Pub Date : 2025-11-16 DOI: 10.1002/hbm.70404
Junaid S. Merchant, Jeremy J. Purcell, Daniel D. Callow, Junyeon Won, Yash Kommula, Samuel Rosenberg, Yi Wei, John L. Woodard, Kristy A. Nielson, Stephen M. Rao, Sally Durgerian, Shuo Chen, J. Carson Smith

Cardiorespiratory fitness (CRF) is increasingly recognized as essential for improving neural and cognitive function, especially in older age. Here, we examined a cross-sectional sample of the Human Connectome Project (HCP) Aging dataset (ages 36–100; N = 378) to test the hypothesis that functional connectivity profiles that are related to CRF are also associated with episodic memory and executive function across middle age and older adults. To test these hypotheses, we first used connectome-based predictive modeling (CPM) to identify functional connections (FCs) that were separately predictive of CRF (2 Minute Walk Test), episodic memory (Rey Auditory Verbal Learning Test), and executive function (Flanker task). Briefly, this involved using nine-fold cross-validation to identify the top 2% of FCs most correlated with the outcome measure (e.g., CRF), adjusting for age, education, and sex. We then examined the relationship between CRF (as the predictor), cognitive function (as outcome), and FCs (as mediator or moderator). First, there was a high degree of overlap between the CRF and the cognition measure functional connectivity profiles in both the ventral attentional and limbic networks. Second, although we did not observe moderation effects, we did observe that these functional connectivity profiles fully mediated the relationship between CRF and episodic memory and partially mediated the relationship between CRF and executive function. Together, these findings suggest that the connectivities within the ventral attention network (VAN), particularly with the right mid-insula, right inferior frontal gyrus, and the limbic network, are neural mechanisms that underlie the associations between CRF and cognition across the lifespan from middle to older adulthood. These findings provide insight into the potential targets (CRF) and biomarkers (functional connectivity profiles) of brain health for future interventions to improve or maintain neurocognitive health in aging.

心肺健康(CRF)越来越被认为是改善神经和认知功能的必要条件,特别是在老年人中。在这里,我们检查了人类连接组计划(HCP)衰老数据集的横截面样本(36-100岁;N = 378),以验证与CRF相关的功能连接谱也与中老年人的情景记忆和执行功能相关的假设。为了验证这些假设,我们首先使用基于连接体的预测建模(CPM)来识别分别预测CRF(2分钟步行测试)、情景记忆(Rey听觉言语学习测试)和执行功能(Flanker任务)的功能连接(fc)。简而言之,这包括使用九倍交叉验证来确定与结果测量(例如,CRF)最相关的前2%的fc,并根据年龄、教育程度和性别进行调整。然后,我们检查了CRF(作为预测因子)、认知功能(作为结果)和FCs(作为中介或调节因子)之间的关系。首先,在腹侧注意网络和边缘网络中,CRF和认知测量功能连接谱之间存在高度重叠。第二,虽然我们没有观察到调节效应,但我们确实观察到这些功能连接谱完全介导了CRF和情景记忆之间的关系,部分介导了CRF和执行功能之间的关系。总之,这些发现表明腹侧注意网络(VAN)内的连接,特别是与右侧中岛、右侧额下回和边缘网络的连接,是CRF和认知之间的联系的神经机制,贯穿了中年到老年的整个生命周期。这些发现提供了对大脑健康的潜在靶标(CRF)和生物标志物(功能连接谱)的深入了解,为未来干预改善或维持衰老过程中的神经认知健康提供了依据。
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Human Brain Mapping
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