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Complex relationships of socioeconomic status with vascular and Alzheimer’s pathways on cognition 社会经济地位与血管和阿尔茨海默氏症认知路径的复杂关系
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103634
Dror Shir , Jonathan Graff-Radford , Angela J. Fought , Timothy G. Lesnick , Scott A. Przybelski , Maria Vassilaki , Val J. Lowe , David S. Knopman , Mary M. Machulda , Ronald C. Petersen , Clifford R. Jack Jr , Michelle M. Mielke , Prashanthi Vemuri
{"title":"Complex relationships of socioeconomic status with vascular and Alzheimer’s pathways on cognition","authors":"Dror Shir ,&nbsp;Jonathan Graff-Radford ,&nbsp;Angela J. Fought ,&nbsp;Timothy G. Lesnick ,&nbsp;Scott A. Przybelski ,&nbsp;Maria Vassilaki ,&nbsp;Val J. Lowe ,&nbsp;David S. Knopman ,&nbsp;Mary M. Machulda ,&nbsp;Ronald C. Petersen ,&nbsp;Clifford R. Jack Jr ,&nbsp;Michelle M. Mielke ,&nbsp;Prashanthi Vemuri","doi":"10.1016/j.nicl.2024.103634","DOIUrl":"10.1016/j.nicl.2024.103634","url":null,"abstract":"<div><h3>Introduction</h3><p>AD and CVD, which frequently co-occur, are leading causes of age-related cognitive decline. We assessed how demographic factors, socioeconomic status (SES) as indicated by education and occupation, vascular risk factors, and a range of biomarkers associated with both CVD (including white matter hyperintensities [WMH], diffusion MRI abnormalities, infarctions, and microbleeds) and AD (comprising amyloid-PET and tau-PET) collectively influence cognitive function.</p></div><div><h3>Methods</h3><p>In this cross-sectional population study, structural equation models were utilized to understand these associations in 449 participants (mean age (SD) = 74.5 (8.4) years; 56% male; 7.5% cognitively impaired).</p></div><div><h3>Results</h3><p>(1) Higher SES had a protective effect on cognition with mediation through the vascular pathway. (2) The effect of amyloid directly on cognition and through tau was 11-fold larger than the indirect effect of amyloid on cognition through WMH. (3) There is a significant effect of vascular risk on tau deposition.</p></div><div><h3>Discussion</h3><p>The utilized biomarkers captured the impact of CVD and AD on cognition. The overall effect of vascular risk and SES on these biomarkers are complex and need further investigation.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000731/pdfft?md5=bbb674bc789a2e4e0969fdcde6162a16&pid=1-s2.0-S2213158224000731-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141415484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Chronic hypercortisolism disrupts the principal functional gradient in Cushing’s disease: A multi-scale connectomics and transcriptomics study 慢性高皮质醇症会破坏库欣病的主要功能梯度:多尺度连接组学和转录组学研究
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103652
{"title":"Chronic hypercortisolism disrupts the principal functional gradient in Cushing’s disease: A multi-scale connectomics and transcriptomics study","authors":"","doi":"10.1016/j.nicl.2024.103652","DOIUrl":"10.1016/j.nicl.2024.103652","url":null,"abstract":"<div><p>Cushing’s disease (CD) represents a state of cortisol excess, serving as a model to investigate the effects of prolonged hypercortisolism on functional brain. Potential alterations in the functional connectome of the brain may explain frequently reported cognitive deficits and affective disorders in CD patients. This study aims to elucidate the effects of chronic hypercortisolism on the principal functional gradient, which represents a hierarchical architecture with gradual transitions across cognitive processes, by integrating connectomics and transcriptomics approaches. Utilizing resting-state functional magnetic resonance imaging data from 140 participants (86 CD patients, 54 healthy controls) recruited at a single center, we explored the alterations in the principal gradient in CD patients. Further, we thoroughly explored the underlying associative mechanisms of the observed characteristic alterations with cognitive function domains, biological attributes, and neuropsychiatric representations, as well as gene expression profiles. Compared to healthy controls, CD patients demonstrated changes in connectome patterns in both primary and higher-order networks, exhibiting an overall converged trend along the principal gradient axis. The gradient values in CD patients’ right prefrontal cortex and bilateral sensorimotor cortices exhibited a significant correlation with cortisol levels. Moreover, the cortical regions showing gradient alterations were principally associated with sensory information processing and higher-cognitive functions, as well as correlated with the gene expression patterns which involved synaptic components and function. The findings suggest that converged alterations in the principal gradient in CD patients may mediate the relationship between hypercortisolism and cognitive impairments, potentially involving genes regulating synaptic components and function.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000913/pdfft?md5=5659e4f12c30ec5e561ee657c69429ca&pid=1-s2.0-S2213158224000913-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141989526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
White matter abnormalities in aneurysmal and angiographically negative subarachnoid hemorrhage: A diffusion kurtosis imaging study 动脉瘤性和血管造影阴性蛛网膜下腔出血的白质异常:弥散峰度成像研究
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103662
{"title":"White matter abnormalities in aneurysmal and angiographically negative subarachnoid hemorrhage: A diffusion kurtosis imaging study","authors":"","doi":"10.1016/j.nicl.2024.103662","DOIUrl":"10.1016/j.nicl.2024.103662","url":null,"abstract":"<div><h3>Objective</h3><p>Aneurysmal subarachnoid hemorrhage (aSAH) and angiographically negative subarachnoid hemorrhage (anSAH) cause an abrupt rise in intracranial pressure, resulting in shearing forces, causing damage to the white matter tracts. This study aims to investigate whole-brain white matter abnormalities with diffusion kurtosis imaging (DKI) after both aSAH and anSAH and explores whether these abnormalities are associated with impaired cognitive functioning.</p></div><div><h3>Methods</h3><p>Five months post-ictus, 34 patients with aSAH, 24 patients with anSAH and 17 healthy controls (HC) underwent DKI MRI scanning and neuropsychological assessment (measuring verbal memory, psychomotor speed, executive control, and social cognition). Differences in DKI measures (fractional anisotropy, mean diffusivity, axial diffusivity [AD], radial diffusivity, and mean kurtosis) were examined using tract-based spatial statistics. Significant voxel masks were then correlated with neuropsychological scores.</p></div><div><h3>Results</h3><p>All DKI measures differed significantly between patients with aSAH and HC, but no significant differences were found between patients with anSAH and HC. Although the two SAH groups did not differ significantly on all DKI parameters, effect sizes indicated that the anSAH group might be more similar to HC. Cognitive impairments were found for both SAH groups relative to HC. No significant associations were found between these impairments and white matter abnormalities in the aSAH group, but lower psychomotor speed scores were associated with higher AD values (<em>r</em> = -0.41, <em>p</em> = 0.04) in patients with anSAH.</p></div><div><h3>Conclusions</h3><p>Patients with aSAH showed significant white matter diffusion abnormalities, while the anSAH group, despite cognitive deficits, did not. However, there were no significant differences between the SAH groups, and no correlations between DKI metrics and cognitive measures, except for one test on psychomotor speed in the anSAH group. Overall, this study suggests that while anSAH may not be as severe as aSAH, it is still not a benign condition. Further research with larger anSAH cohorts is necessary to gain a more precise understanding of white matter injuries, particularly regarding their prevalence.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224001013/pdfft?md5=68040ffed08111e80483307d110f6792&pid=1-s2.0-S2213158224001013-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142128240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantitative comparison of CSVD imaging markers between patients with possible amyloid small vessel disease and with non-amyloid small vessel disease 对可能患有淀粉样小血管疾病和非淀粉样小血管疾病的患者的 CSVD 成像标记进行定量比较。
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103681
{"title":"Quantitative comparison of CSVD imaging markers between patients with possible amyloid small vessel disease and with non-amyloid small vessel disease","authors":"","doi":"10.1016/j.nicl.2024.103681","DOIUrl":"10.1016/j.nicl.2024.103681","url":null,"abstract":"<div><div>The spatial distribution patterns of cerebral microbleeds are associated with different types of cerebral small vessel disease (CSVD). This study aims to examine the disparities in brain imaging markers of CSVD among patients diagnosed with possible amyloid and non-amyloid small vessel disease. The head MR scans including susceptibility-weighted imaging (SWI) sequences from 351 patients at our institute were collected for analysis. CSVD imaging markers were quantified or graded across various CSVD dimensions in the patient images. Patients were categorized into the cerebral amyloid angiopathy group (CAA), hypertensive arteriopathy group (HA), or mixed small vessel disease group (Mixed), based on the spatial distribution of microbleeds. White matter lesions (WML) were segmented using an artificial neural network and assessed via a voxel-wise approach. Significant differences were observed among the three groups in several indices: microbleed count, lacune count at the centrum semiovale and basal ganglia levels, grade of enlarged perivascular space (EPVS) at the basal ganglia, and white matter lesion volume. These indices were substantially higher in the Mixed group compared to the other groups. Additionally, the incidences of cerebral hemorrhages (χ2 = 7.659, <em>P</em> = 0.006) and recent small subcortical infarcts (χ2 = 4.660, <em>P</em> = 0.031) were significantly more frequent in the HA group than in the CAA group. These results indicate that mixed spatial distribution patterns of microbleeds demonstrated the highest burden of cerebral small vessel disease. Microbleeds located in the deep brain regions were associated with a higher incidence of recent small subcortical infarcts and cerebral hemorrhages compared to those in the cortical areas.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142378613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Low-frequency MR elastography reveals altered deep gray matter viscoelasticity in multiple sclerosis 低频磁共振弹性成像显示多发性硬化症患者深部灰质粘弹性发生改变
IF 4.2 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103606
Christian Kiss , Sebastian Wurth , Bettina Heschl , Michael Khalil , Thomas Gattringer , Christian Enzinger , Stefan Ropele
{"title":"Low-frequency MR elastography reveals altered deep gray matter viscoelasticity in multiple sclerosis","authors":"Christian Kiss ,&nbsp;Sebastian Wurth ,&nbsp;Bettina Heschl ,&nbsp;Michael Khalil ,&nbsp;Thomas Gattringer ,&nbsp;Christian Enzinger ,&nbsp;Stefan Ropele","doi":"10.1016/j.nicl.2024.103606","DOIUrl":"https://doi.org/10.1016/j.nicl.2024.103606","url":null,"abstract":"<div><h3>Introduction</h3><p>Brain viscoelasticity as assessed by magnetic resonance elastography (MRE) has been discussed as a promising surrogate of microstructural alterations due to neurodegenerative processes. Existing studies indicate that multiple sclerosis (MS) is associated with a global reduction in brain stiffness. However, no study to date systematically investigated the MS-related characteristics of brain viscoelasticity separately in normal-appearing white matter (NAWM), deep gray matter (DGM) and T2-hyperintense white matter (WM) lesions.</p></div><div><h3>Methods</h3><p>70 MS patients and 42 healthy volunteers underwent whole-cerebral MRE using a stimulated echo sequence (DENSE) with a low-frequency mechanical excitation at 20 Hertz. The magnitude <span><math><mrow><mo>|</mo><msup><mrow><mi>G</mi></mrow><mrow><mo>∗</mo></mrow></msup><mo>|</mo></mrow></math></span> (Pa) and phase angle <span><math><mi>φ</mi></math></span> (rad) of the complex shear modulus <span><math><msup><mrow><mi>G</mi></mrow><mrow><mo>∗</mo></mrow></msup></math></span> were reconstructed by multifrequency dual elasto-visco (MDEV) inversion and related to structural imaging and clinical parameters.</p></div><div><h3>Results</h3><p>We observed <span><math><mi>φ</mi></math></span> in the thalamus to be higher by 4.3 % in patients relative to healthy controls (1.11 ± 0.07 vs. 1.06 ± 0.07, p &lt; 0.0001). Higher Expanded Disability Status Scale (EDSS) scores were negatively associated with <span><math><mi>φ</mi></math></span> in the basal ganglia (p = 0.01). We measured <span><math><mi>φ</mi></math></span> to be lower in MS lesions compared to surrounding NAWM (p = 0.001), which was most prominent for lesions in the temporal lobe (1.01 ± 0.22 vs. 1.06 ± 0.19, p = 0.003). Age was associated with lower values of <span><math><mrow><mrow><mo>|</mo></mrow><msup><mrow><mi>G</mi></mrow><mrow><mo>∗</mo></mrow></msup><mrow><mo>|</mo></mrow></mrow></math></span> (p = 0.04) and <span><math><mi>φ</mi></math></span> (p = 0.004) in the thalamus of patients. No alteration in NAWM stiffness relative to WM in healthy controls was observed.</p></div><div><h3>Conclusion</h3><p>Low-frequency elastography in MS patients reveals age-independent alterations in the viscoelasticity of deep gray matter at early stages of disease.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000457/pdfft?md5=c1a858ebe064c2eaf6577a9879dccac2&pid=1-s2.0-S2213158224000457-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140643887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Systematically altered connectome gradient in benign childhood epilepsy with centrotemporal spikes: Potential effect on cognitive function 良性儿童癫痫伴中心颞区棘波的连通组梯度发生系统性改变:对认知功能的潜在影响
IF 4.2 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103628
Jie Hu , Guiqin Chen , Zhen Zeng , Haifeng Ran , Ruoxi Zhang , Qiane Yu , Yuxin Xie , Yulun He , Fuqin Wang , Xuhong Li , Kexing Huang , Heng Liu , Tijiang Zhang
{"title":"Systematically altered connectome gradient in benign childhood epilepsy with centrotemporal spikes: Potential effect on cognitive function","authors":"Jie Hu ,&nbsp;Guiqin Chen ,&nbsp;Zhen Zeng ,&nbsp;Haifeng Ran ,&nbsp;Ruoxi Zhang ,&nbsp;Qiane Yu ,&nbsp;Yuxin Xie ,&nbsp;Yulun He ,&nbsp;Fuqin Wang ,&nbsp;Xuhong Li ,&nbsp;Kexing Huang ,&nbsp;Heng Liu ,&nbsp;Tijiang Zhang","doi":"10.1016/j.nicl.2024.103628","DOIUrl":"10.1016/j.nicl.2024.103628","url":null,"abstract":"<div><h3>Objective</h3><p>Benign childhood epilepsy with centrotemporal spikes (BECTS) affects brain network hierarchy and cognitive function; however, it<!--> <!-->remains<!--> <!-->unclear<!--> <!-->how<!--> <!-->hierarchical change<!--> <!-->affects<!--> <!-->cognition in patients with BECTS. A major aim of this study was to examine changes in the macro-network function hierarchy in BECTS and its potential contribution to cognitive function.</p></div><div><h3>Methods</h3><p>Overall, the study included 50 children with BECTS and 69 healthy controls. Connectome gradient analysis was used to determine the brain network hierarchy of each group. By comparing gradient scores at each voxel level and network between groups, we assessed changes in whole-brain voxel-level and network hierarchy. Functional connectivity was used to detect the functional reorganization of epilepsy caused by these abnormal brain regions based on these aberrant gradients. Lastly, we explored the relationships between the change gradient and functional connectivity values and clinical variables and further predicted the cognitive function associated with BECTS gradient changes.</p></div><div><h3>Results</h3><p>In children with BECTS, the gradient was extended at different network and voxel levels. The gradient scores frontoparietal network was increased in the principal gradient of patients with BECTS. The left precentral gyrus (PCG) and right angular gyrus gradient scores were significantly increased in the principal gradient of children with BECTS. Moreover, in regions of the brain with abnormal principal gradients, functional connectivity was disrupted. The left PCG gradient score of children with BECTS was correlated with the verbal intelligence quotient (VIQ), and the disruption of functional connectivity in brain regions with abnormal principal gradients was closely related to cognitive function. VIQ was significantly predicted by the principal gradient map of patients.</p></div><div><h3>Significance</h3><p>The results indicate connectome gradient disruption in children with BECTS and its relationship to cognitive function, thereby increasing our understanding of the functional connectome hierarchy and providing potential biomarkers for cognitive function of children with BECTS.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000676/pdfft?md5=9586f843991905e691d3ff366c8ee888&pid=1-s2.0-S2213158224000676-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141228830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Geodesic shape regression based deep learning segmentation for assessing longitudinal hippocampal atrophy in dementia progression 基于大地形状回归的深度学习分割技术,用于评估痴呆症进展过程中的纵向海马体萎缩。
IF 4.2 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103623
Na Gao , Hantao Chen , Xutao Guo , Xingyu Hao , Ting Ma
{"title":"Geodesic shape regression based deep learning segmentation for assessing longitudinal hippocampal atrophy in dementia progression","authors":"Na Gao ,&nbsp;Hantao Chen ,&nbsp;Xutao Guo ,&nbsp;Xingyu Hao ,&nbsp;Ting Ma","doi":"10.1016/j.nicl.2024.103623","DOIUrl":"10.1016/j.nicl.2024.103623","url":null,"abstract":"<div><p>Longitudinal hippocampal atrophy is commonly used as progressive marker assisting clinical diagnose of dementia. However, precise quantification of the atrophy is limited by longitudinal segmentation errors resulting from MRI artifacts across multiple independent scans. To accurately segment the hippocampal morphology from longitudinal 3T T1-weighted MR images, we propose a diffeomorphic geodesic guided deep learning method called the GeoLongSeg to mitigate the longitudinal variabilities that unrelated to diseases by enhancing intra-individual morphological consistency. Specifically, we integrate geodesic shape regression, an evolutional model that estimates smooth deformation process of anatomical shapes, into a two-stage segmentation network. We adopt a 3D U-Net in the first-stage network with an enhanced attention mechanism for independent segmentation. Then, a hippocampal shape evolutional trajectory is estimated by geodesic shape regression and fed into the second network to refine the independent segmentation. We verify that GeoLongSeg outperforms other four state-of-the-art segmentation pipelines in longitudinal morphological consistency evaluated by test–retest reliability, variance ratio and atrophy trajectories. When assessing hippocampal atrophy in longitudinal data from the Alzheimer’s Disease Neuroimaging Initiative (ADNI), results based on GeoLongSeg exhibit spatial and temporal local atrophy in bilateral hippocampi of dementia patients. These features derived from GeoLongSeg segmentation exhibit the greatest discriminatory capability compared to the outcomes of other methods in distinguishing between patients and normal controls. Overall, GeoLongSeg provides an accurate and efficient segmentation network for extracting hippocampal morphology from longitudinal MR images, which assist precise atrophy measurement of the hippocampus in early stage of dementia.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000627/pdfft?md5=6100e9886602669d06ca1e2540750aed&pid=1-s2.0-S2213158224000627-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141184906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cortical thickness and grey-matter volume anomaly detection in individual MRI scans: Comparison of two methods 在单个磁共振成像扫描中检测皮质厚度和灰质体积异常:两种方法的比较
IF 4.2 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103624
David Romascano , Michael Rebsamen , Piotr Radojewski , Timo Blattner , Richard McKinley , Roland Wiest , Christian Rummel
{"title":"Cortical thickness and grey-matter volume anomaly detection in individual MRI scans: Comparison of two methods","authors":"David Romascano ,&nbsp;Michael Rebsamen ,&nbsp;Piotr Radojewski ,&nbsp;Timo Blattner ,&nbsp;Richard McKinley ,&nbsp;Roland Wiest ,&nbsp;Christian Rummel","doi":"10.1016/j.nicl.2024.103624","DOIUrl":"10.1016/j.nicl.2024.103624","url":null,"abstract":"<div><p>Over the past decades, morphometric analysis of brain MRI has contributed substantially to the understanding of healthy brain structure, development and aging as well as to improved characterisation of disease related pathologies. Certified commercial tools based on normative modeling of these metrics are meanwhile available for diagnostic purposes, but they are cost intensive and their clinical evaluation is still in its infancy. Here we have compared the performance of “ScanOMetrics”, an open-source research-level tool for detection of statistical anomalies in individual MRI scans, depending on whether it is operated on the output of FreeSurfer or of the deep learning based brain morphometry tool DL + DiReCT. When applied to the public OASIS3 dataset, containing patients with Alzheimer’s disease (AD) and healthy controls (HC), cortical thickness anomalies in patient scans were mainly detected in regions that are known as predilection areas of cortical atrophy in AD, regardless of the software used for extraction of the metrics. By contrast, anomaly detections in HCs were up to twenty-fold reduced and spatially unspecific using both DL + DiReCT and FreeSurfer. Progression of the atrophy pattern with clinical dementia rating (CDR) was clearly observable with both methods. DL + DiReCT provided results in less than 25 min, more than 15 times faster than FreeSurfer. This difference in computation time might be relevant when considering application of this or similar methodology as diagnostic decision support for neuroradiologists.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000639/pdfft?md5=bbf1ef4b7b027cf3cde10aa48655cbe2&pid=1-s2.0-S2213158224000639-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141187020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Basal parasympathetic deficits in C9orf72 hexanucleotide repeat expansion carriers relate to smaller frontoinsula and thalamus volume and lower empathy C9orf72六核苷酸重复扩增携带者的基础副交感神经缺陷与前半岛和丘脑体积较小及移情能力较低有关
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103649
{"title":"Basal parasympathetic deficits in C9orf72 hexanucleotide repeat expansion carriers relate to smaller frontoinsula and thalamus volume and lower empathy","authors":"","doi":"10.1016/j.nicl.2024.103649","DOIUrl":"10.1016/j.nicl.2024.103649","url":null,"abstract":"<div><p>Diminished basal parasympathetic nervous system activity is a feature of frontotemporal dementia that relates to left frontoinsula dysfunction and empathy impairment. Individuals with a pathogenic expansion of the hexanucleotide repeat in chromosome 9 open reading frame 72 (<em>C9orf72</em>), the most common genetic cause of frontotemporal dementia and amyotrophic lateral sclerosis, provide a unique opportunity to examine whether parasympathetic activity is disrupted in genetic forms of frontotemporal dementia and to investigate when parasympathetic deficits manifest in the pathophysiological cascade. We measured baseline respiratory sinus arrhythmia, a parasympathetic measure of heart rate variability, over two minutes in a sample of 102 participants that included 19 asymptomatic expansion carriers (<em>C9</em><sup>+</sup> asymp), 14 expansion carriers with mild cognitive impairment (<em>C9</em><sup>+</sup> MCI), 16 symptomatic expansion carriers with frontotemporal dementia (<em>C9</em><sup>+</sup> FTD), and 53 expansion-negative healthy controls (<em>C9<sup>-</sup></em> HC) who also underwent structural magnetic resonance imaging. In follow-up analyses, we compared baseline respiratory sinus arrhythmia in the <em>C9</em><sup>+</sup> FTD group with an independent age-, sex-, and clinical severity-matched group of 26 people with sporadic behavioral variant frontotemporal dementia. The Frontotemporal Lobar Degeneration-modified Clinical Dementia Rating-Sum of Boxes score was used to quantify behavioral symptom severity, and informant ratings on the Interpersonal Reactivity Index provided measures of participants’ current emotional (empathic concern) and cognitive (perspective-taking) empathy. Results indicated that the <em>C9</em><sup>+</sup> FTD group had lower baseline respiratory sinus arrhythmia than the <em>C9</em><sup>+</sup> MCI, <em>C9</em><sup>+</sup> asymp, and <em>C9<sup>-</sup></em> HC groups, a deficit that was comparable to that of sporadic behavioral variant frontotemporal dementia. Linear regression analyses indicated that lower baseline respiratory sinus arrhythmia was associated with worse behavioral symptom severity and lower empathic concern and perspective-taking across the <em>C9orf72</em> expansion carrier clinical spectrum. Whole-brain voxel-based morphometry analyses in participants with <em>C9orf72</em> pathogenic expansions found that lower baseline respiratory sinus arrhythmia correlated with smaller gray matter volume in the left frontoinsula and bilateral thalamus, key structures that support parasympathetic function, and in the bilateral parietal lobes, occipital lobes, and cerebellum, regions that are also vulnerable in individuals with <em>C9orf72</em> expansions. This study provides novel evidence that basal parasympathetic functioning is diminished in FTD due to <em>C9orf72</em> expansions and suggests that baseline respiratory sinus arrhythmia may be a potential non-invasive biomarker that is sensitive ","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000883/pdfft?md5=b01a758cd4635dc715fed1f5daffee95&pid=1-s2.0-S2213158224000883-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141796712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prenatal alcohol exposure and white matter microstructural changes across the first 6–7 years of life: A longitudinal diffusion tensor imaging study of a South African birth cohort 产前酒精暴露与生命最初 6-7 年的白质微结构变化:南非出生队列的纵向弥散张量成像研究
IF 4.2 2区 医学
Neuroimage-Clinical Pub Date : 2024-01-01 DOI: 10.1016/j.nicl.2024.103572
K.A. Donald , C.J. Hendrikse , A. Roos , C.J. Wedderburn , S. Subramoney , J.E. Ringshaw , L. Bradford , N. Hoffman , T. Burd , K.L. Narr , R.P. Woods , H.J. Zar , S.H. Joshi , D.J. Stein
{"title":"Prenatal alcohol exposure and white matter microstructural changes across the first 6–7 years of life: A longitudinal diffusion tensor imaging study of a South African birth cohort","authors":"K.A. Donald ,&nbsp;C.J. Hendrikse ,&nbsp;A. Roos ,&nbsp;C.J. Wedderburn ,&nbsp;S. Subramoney ,&nbsp;J.E. Ringshaw ,&nbsp;L. Bradford ,&nbsp;N. Hoffman ,&nbsp;T. Burd ,&nbsp;K.L. Narr ,&nbsp;R.P. Woods ,&nbsp;H.J. Zar ,&nbsp;S.H. Joshi ,&nbsp;D.J. Stein","doi":"10.1016/j.nicl.2024.103572","DOIUrl":"10.1016/j.nicl.2024.103572","url":null,"abstract":"<div><p>Prenatal alcohol exposure (PAE) can affect brain development in early life, but few studies have investigated the effects of PAE on <em>trajectories</em> of white matter tract maturation in young children. Here we used diffusion weighted imaging (DWI) repeated over three time points, to measure the effects of PAE on patterns of white matter microstructural development during the pre-school years. Participants were drawn from the Drakenstein Child Health Study (DCHS), an ongoing birth cohort study conducted in a peri-urban community in the Western Cape, South Africa. A total of 342 scans acquired from 237 children as neonates (N = 82 scans: 30 PAE; 52 controls) and at ages 2–3 (N = 121 scans: 27 PAE; 94 controls) and 6–7 years (N = 139 scans: 45 PAE; 94 controls) were included. Maternal alcohol use during pregnancy and other antenatal covariates were collected from 28 to 32 weeks’ gestation. Linear mixed effects models with restricted maxium likelihood to accommodate missing data were implemented to investigate the effects of PAE on fractional anisotropy (FA) and mean diffusivity (MD) in specific white matter tracts over time, while adjusting for child sex and maternal education. We found significant PAE-by-time effects on trajectories of FA development in the left superior cerebellar peduncle (SCP-L: p = 0.001; survived FDR correction) and right superior longitudinal fasciculus (SLF-R: p = 0.046), suggesting altered white matter development among children with PAE. Compared with controls, children with PAE demonstrated a more rapid change in FA in these tracts from the neonatal period to 2–3 years of age, followed by a more tapered trajectory for the period from 2–3 to 6–7 years of age, with these trajectories differing from unexposed control children. Given their supporting roles in various aspects of neurocognitive functioning (i.e., motor regulation, learning, memory, language), altered patterns of maturation in the SCP and SLF may contribute to a spectrum of physical, social, emotional, and cognitive difficulties often experienced by children with PAE. This study highlights the value of repeated early imaging in longitudinal studies of PAE, and focus for early childhood as a critical window of potential susceptibility as well as an opportunity for early intervention.</p></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213158224000111/pdfft?md5=da617d60a35415f08a97ed0ef727e46e&pid=1-s2.0-S2213158224000111-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139589701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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