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A multimodal Neuroimaging-Based risk score for mild cognitive impairment 轻度认知障碍的多模态神经影像学风险评分。
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2024.103719
Elaheh Zendehrouh , Mohammad S.E. Sendi , Anees Abrol , Ishaan Batta , Reihaneh Hassanzadeh , Vince D. Calhoun
{"title":"A multimodal Neuroimaging-Based risk score for mild cognitive impairment","authors":"Elaheh Zendehrouh ,&nbsp;Mohammad S.E. Sendi ,&nbsp;Anees Abrol ,&nbsp;Ishaan Batta ,&nbsp;Reihaneh Hassanzadeh ,&nbsp;Vince D. Calhoun","doi":"10.1016/j.nicl.2024.103719","DOIUrl":"10.1016/j.nicl.2024.103719","url":null,"abstract":"<div><h3>Introduction</h3><div>Alzheimer’s disease (AD), the most prevalent age-related dementia, leads to significant cognitive decline. While genetic risk factors and neuroimaging biomarkers have been extensively studied, establishing a neuroimaging-based metric to assess AD risk has received less attention. This study introduces the Brain-wide Risk Score (BRS), a novel approach using multimodal neuroimaging data to assess the risk of mild cognitive impairment (MCI), a precursor to AD.</div></div><div><h3>Methods</h3><div>Participants from the OASIS-3 cohort (<em>N</em> = 1,389) were categorized into control (CN) and MCI groups. Structural MRI (sMRI) data provided gray matter (GM) segmentation maps, while resting-state functional MRI (fMRI) data yielded functional network connectivity (FNC) matrices via spatially constrained independent component analysis. Similar imaging features were computed from the UK Biobank (<em>N</em> = 37,780). The BRS was calculated by comparing each participant’s neuroimaging features to the difference between average features of CN and MCI groups. Both GM and FNC features were used. The BRS effectively differentiated CN from MCI individuals within OASIS-3 and in an independent dataset from the ADNI cohort (<em>N</em> = 729), demonstrating its ability to identify MCI risk.</div></div><div><h3>Results</h3><div>Unimodal analysis revealed that sMRI provided greater differentiation than fMRI, consistent with prior research. Using the multimodal BRS, we identified two distinct groups: one with high MCI risk (negative GM and FNC BRS) and another with low MCI risk (positive GM and FNC BRS). Additionally, 46 UK Biobank participants diagnosed with AD showed FNC and GM patterns similar to the high-risk groups.</div></div><div><h3>Conclusion</h3><div>Validation using the ADNI dataset confirmed our results, highlighting the potential of FNC and sMRI-based BRS in early Alzheimer’s detection.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"45 ","pages":"Article 103719"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11664180/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142787700","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
Simultaneous MRI and laser Doppler Flowmetry: Assessing cerebral Macro- and microcirculation in neurointensive care 同时MRI和激光多普勒血流仪:评估神经重症监护患者的大脑宏观和微循环
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103821
Sofie Tapper , Stina Mauritzon , Marcelo P. Martins , Fredrik Ginstman , Anders Tisell , Peter Zsigmond , Karin Wårdell
{"title":"Simultaneous MRI and laser Doppler Flowmetry: Assessing cerebral Macro- and microcirculation in neurointensive care","authors":"Sofie Tapper ,&nbsp;Stina Mauritzon ,&nbsp;Marcelo P. Martins ,&nbsp;Fredrik Ginstman ,&nbsp;Anders Tisell ,&nbsp;Peter Zsigmond ,&nbsp;Karin Wårdell","doi":"10.1016/j.nicl.2025.103821","DOIUrl":"10.1016/j.nicl.2025.103821","url":null,"abstract":"<div><h3>Objective</h3><div>Subarachnoid hemorrhage (SAH) patients are monitored in the neurointensive care unit (NICU) to avoid additional brain injuries, yet methods for monitoring cerebral blood flow (CBF) are limited. The aim was to investigate the feasibility of simultaneous MRI, using arterial spin labeling (ASL) and 2D-flow MRI, and probe-based laser Doppler flowmetry (LDF) in NICU patients.</div></div><div><h3>Method</h3><div>Four SAH patients, three of whom received optical probes during routine surgery, were included. Compatibility of simultaneous LDF and MRI was evaluated before performing MRI 3–4 times over several days per patient. The methods were compared using mean CBF in grey matter obtained from the absolute ASL CBF-maps, the total inflow calculated from 2D-flow MRI, and local average LDF perfusion. Additionally, regional mean CBF from ASL and each arterial flowrate was compared for each hemisphere.</div></div><div><h3>Result</h3><div>Twelve MRI measurements were successfully performed, eight of which included simultaneous LDF. With careful routines and the MR scanner uniquely located in the NICU, neither patient safety nor data quality was compromised, demonstrating the feasibility of concurrent measurements. All methods showed longitudinal dynamic changes, following the same increasing or decreasing trends. In three patients, ASL and 2D-flow data were closely related, with dynamic changes within 10 %.</div></div><div><h3>Conclusion</h3><div>This novel approach offers longitudinal, simultaneous estimates of macro- and microcirculatory components locally, regionally, and globally in the human brain. This concept has potential to provide insights into the interplay of different aspects of CBF in NICU patients and thereby aid in prevention of secondary brain injuries.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"47 ","pages":"Article 103821"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144307676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum to “Quantitative susceptibility mapping in multiple sclerosis: A systematic review and meta-analysis” [Neuroimage: Clin. 42 (2024) 103598] 多发性硬化症的定量易感性图谱:系统综述和荟萃分析" [Neuroimage: Clin. 42 (2024) 103598]。
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2024.103693
Cui Ci Voon , Tun Wiltgen , Benedikt Wiestler , Sarah Schlaeger , Mark Mühlau
{"title":"Corrigendum to “Quantitative susceptibility mapping in multiple sclerosis: A systematic review and meta-analysis” [Neuroimage: Clin. 42 (2024) 103598]","authors":"Cui Ci Voon ,&nbsp;Tun Wiltgen ,&nbsp;Benedikt Wiestler ,&nbsp;Sarah Schlaeger ,&nbsp;Mark Mühlau","doi":"10.1016/j.nicl.2024.103693","DOIUrl":"10.1016/j.nicl.2024.103693","url":null,"abstract":"","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"45 ","pages":"Article 103693"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142565306","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
Radiomics feature similarity: A novel approach for characterizing brain network changes in patients with behavioral variant frontotemporal dementia 放射组学特征相似性:一种表征行为变异额颞叶痴呆患者脑网络变化的新方法
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103780
Salvatore Nigro , Marco Filardi , Benedetta Tafuri , Roberto De Blasi , Maria Teresa Dell’Abate , Alessia Giugno , Valentina Gnoni , Giammarco Milella , Daniele Urso , Chiara Zecca , Stefano Zoccolella , Giancarlo Logroscino
{"title":"Radiomics feature similarity: A novel approach for characterizing brain network changes in patients with behavioral variant frontotemporal dementia","authors":"Salvatore Nigro ,&nbsp;Marco Filardi ,&nbsp;Benedetta Tafuri ,&nbsp;Roberto De Blasi ,&nbsp;Maria Teresa Dell’Abate ,&nbsp;Alessia Giugno ,&nbsp;Valentina Gnoni ,&nbsp;Giammarco Milella ,&nbsp;Daniele Urso ,&nbsp;Chiara Zecca ,&nbsp;Stefano Zoccolella ,&nbsp;Giancarlo Logroscino","doi":"10.1016/j.nicl.2025.103780","DOIUrl":"10.1016/j.nicl.2025.103780","url":null,"abstract":"<div><h3>Introduction</h3><div>Network modeling is increasingly used to study brain alterations in neurological disorders. In this study, we apply a novel modeling approach based on the similarity of regional radiomics feature to characterize gray matter network changes in patients with behavioral variant frontotemporal dementia (bvFTD) using MRI data.</div></div><div><h3>Methods</h3><div>In this cross-sectional study, we assessed structural 3 T MRI data from twenty patients with bvFTD and 20 cognitively normal controls. Radiomics features were extracted from T1-weighted MRI based on cortical and subcortical brain segmentation. Similarity in radiomics features between brain regions was used to construct intra-individual structural gray matter networks. Regional mean connectivity strength (RMCS) and region-to-region radiomics similarity were compared between bvFTD patients and controls. Finally, associations between network measures, clinical data, and biological features were explored in bvFTD patients.</div></div><div><h3>Results</h3><div>Relative to controls, patients with bvFTD showed higher RMCS values in the superior frontal gyrus, right inferior temporal gyrus and right inferior parietal gyrus (FDR-corrected p &lt; 0.05). Patients with bvFTD also showed several edges of increased radiomics similarity in key components of the frontal, temporal, parietal and thalamic pathways compared to controls (FDR-corrected p &lt; 0.05). Network measures in frontotemporal circuits were associated with Mini-Mental State Examination scores and cerebrospinal fluid total-tau protein levels (Spearman r &gt; |0.7|, p &lt; 0.005).</div></div><div><h3>Conclusions</h3><div>Our study provides new insights into frontotemporal network changes associated with bvFTD, highlighting specific associations between network measures and clinical/biological features. Radiomics feature similarity analysis could represent a useful approach for characterizing brain changes in patients with frontotemporal dementia.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"46 ","pages":"Article 103780"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143800414","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
Detection of structural-functional coupling abnormalities using multimodal brain networks in Alzheimer’s disease: A comparison of three computational models 在阿尔茨海默病中使用多模态脑网络检测结构-功能耦合异常:三种计算模型的比较
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103764
Yinping Lu , Luyao Wang , Toshiya Murai , Jinglong Wu , Dong Liang , Zhilin Zhang
{"title":"Detection of structural-functional coupling abnormalities using multimodal brain networks in Alzheimer’s disease: A comparison of three computational models","authors":"Yinping Lu ,&nbsp;Luyao Wang ,&nbsp;Toshiya Murai ,&nbsp;Jinglong Wu ,&nbsp;Dong Liang ,&nbsp;Zhilin Zhang","doi":"10.1016/j.nicl.2025.103764","DOIUrl":"10.1016/j.nicl.2025.103764","url":null,"abstract":"<div><div>Alzheimer’s disease (AD) is a progressive neurodegenerative disorder characterized by the disconnection of white matter fibers and disrupted functional connectivity of gray matter; however, the pathological mechanisms linking structural and functional changes remain unclear. This study aimed to explore the interaction between the structural and functional brain network in AD using advanced structural–functional coupling (S-F coupling) models to assess whether these changes correlate with cognitive function, Aβ deposition levels, and gene expression. In this study, we utilized multimodal magnetic resonance imaging data from 41 individuals with AD, 112 individuals with mild cognitive impairment, and 102 healthy controls to explore these mechanisms. We applied different computational models to examine the changes in the S-F coupling associated with AD. Our results showed that the communication and graph harmonic models demonstrated greater heterogeneity and were more sensitive than the statistical models in detecting AD-related pathological changes. In addition, S-F coupling increases with AD progression at the global, subnetwork, and regional node levels, especially in the medial prefrontal and anterior cingulate cortices. The S-F coupling of these regions also partially mediated cognitive decline and Aβ deposition. Furthermore, gene enrichment analysis revealed that changes in S-F coupling were strongly associated with the regulation of cellular catabolic processes. This study advances our understanding of the interaction between structural and functional connectivity and highlights the importance of S-F coupling in elucidating the neural mechanisms underlying cognitive decline in AD.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"46 ","pages":"Article 103764"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143642667","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
Striato-cortical connectivity patterns predict clinical profiles in Huntington’s disease 纹状体-皮层连接模式预测亨廷顿氏病的临床特征
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103788
Audrey E. De Paepe , Vasiliki Bikou , Eylül Turan , Alexis Pérez-Bellido , Clara Garcia-Gorro , Nadia Rodriguez-Dechicha , Irene Vaquer , Matilde Calopa , Ruth de Diego-Balaguer , Estela Camara
{"title":"Striato-cortical connectivity patterns predict clinical profiles in Huntington’s disease","authors":"Audrey E. De Paepe ,&nbsp;Vasiliki Bikou ,&nbsp;Eylül Turan ,&nbsp;Alexis Pérez-Bellido ,&nbsp;Clara Garcia-Gorro ,&nbsp;Nadia Rodriguez-Dechicha ,&nbsp;Irene Vaquer ,&nbsp;Matilde Calopa ,&nbsp;Ruth de Diego-Balaguer ,&nbsp;Estela Camara","doi":"10.1016/j.nicl.2025.103788","DOIUrl":"10.1016/j.nicl.2025.103788","url":null,"abstract":"<div><h3>Background</h3><div>Huntington’s disease is an inherited neurodegenerative disorder affecting striato-cortical circuits, with significant heterogeneity in the severity and progression of symptoms and neurodegenerative patterns.</div></div><div><h3>Objectives</h3><div>To identify how distinct functional striato-cortical connectivity signatures may predict clinical profiles in Huntington’s disease.</div></div><div><h3>Methods</h3><div>Thirty-eight Huntington’s disease gene expansion carriers underwent cross-sectional motor, cognitive, and behavioral assessments and multimodal MRI. Principal component analysis was employed to characterize Huntington’s disease clinical profiles. Next, seed-based whole-brain functional connectivity maps were derived for three basal ganglia seeds (caudate nucleus, putamen, nucleus accumbens) to delineate cortico-striatal connections. Multiple linear regressions assessed relationships between resulting clinical profiles and seed-based resting-state functional connectivity maps. Finally, basal ganglia gray matter volumes were examined in relation to clinical profiles and connectivity.</div></div><div><h3>Results</h3><div>Principal component analysis identified two main clinical profiles in Huntington’s disease: motor-cognitive and behavioral. Multiple linear regression models revealed distinct functional neural signatures associated with each profile. Motor-cognitive symptoms related with a divergent connectivity pattern, specifically decreased connectivity between the caudate and putamen with executive and premotor areas, in contrast to increased connectivity between the ventral nucleus accumbens and executive network regions. Meanwhile, the behavioral profile was linked to decreased connectivity in limbic networks. Basal ganglia atrophy was associated with increased nucleus accumbens-cortical connectivity as well as motor-cognitive symptom severity.</div></div><div><h3>Conclusions</h3><div>Distinct Huntington’s disease clinical profiles can be characterized by predominantly motor-cognitive or behavioral disturbances, each related with unique functional and structural brain signatures. This substantiates that striato-cortical circuits exhibit functional interaction and potential reorganization.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"46 ","pages":"Article 103788"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143868165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Partial volume effect correction impairs the diagnostic utility of [18F]-THK-5351 PET in nonfluent-agrammatic variant primary progressive aphasia 部分体积效应校正削弱了[18F]-THK-5351 PET在非流利语法变异性原发性进行性失语症中的诊断作用
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103789
Patrick J. Sommer , Sebastian Schuster , Oliver Goldhardt , Nobuyuki Okamura , Felix Mueller-Sarnowski , Maximilian Scheifele , Florian Eckenweber , Annika Kreuzer , Maria Griessl , Peter Bartenstein , Thomas Wegehaupt , Lucas Wolski , Josef Priller , Axel Rominger , Leonie Beyer , Timo Grimmer , Matthias Brendel
{"title":"Partial volume effect correction impairs the diagnostic utility of [18F]-THK-5351 PET in nonfluent-agrammatic variant primary progressive aphasia","authors":"Patrick J. Sommer ,&nbsp;Sebastian Schuster ,&nbsp;Oliver Goldhardt ,&nbsp;Nobuyuki Okamura ,&nbsp;Felix Mueller-Sarnowski ,&nbsp;Maximilian Scheifele ,&nbsp;Florian Eckenweber ,&nbsp;Annika Kreuzer ,&nbsp;Maria Griessl ,&nbsp;Peter Bartenstein ,&nbsp;Thomas Wegehaupt ,&nbsp;Lucas Wolski ,&nbsp;Josef Priller ,&nbsp;Axel Rominger ,&nbsp;Leonie Beyer ,&nbsp;Timo Grimmer ,&nbsp;Matthias Brendel","doi":"10.1016/j.nicl.2025.103789","DOIUrl":"10.1016/j.nicl.2025.103789","url":null,"abstract":"<div><h3>Objectives</h3><div>Partial volume effects in positron emission tomography occur frequently in neurodegenerative diseases due to increasing cortical atrophy during the disease course, and fronto-temporal dementia is often characterized by severe atrophy. The aim of this study was to challenge partial volume effect correction (PVEC) in patients with nonfluent-agrammatic variant primary progressive aphasia (nfv-PPA) imaged with [<sup>18</sup>F]-THK-5351 PET a marker of reactive neuroinflammatory astrogliosis as well as tau-binding.</div></div><div><h3>Methods</h3><div>Patients with nfv-PPA (n = 20) were imaged with [<sup>18</sup>F]-THK-5351 PET accompanied by structural magnetic resonance tomography imaging (MRI). Region specific cortical grey matter volumes and standard uptake value ratios (SUVr) of the Hammers atlas were compared with eight healthy control (HC) (n = 8) data before and after performing region-based voxel-wise PVEC. We evaluated regional coefficients of variance (CoV) and the number of regions with significant [<sup>18</sup>F]-THK-5351 PET signal differences between nfv-PPA and controls before and after PVEC. Additionally, a blinded visual read was performed by three nuclear medicine physicians (consensus) before and after PVEC.</div></div><div><h3>Results</h3><div>Prior to PVEC, [<sup>18</sup>F]-THK-5351 tracer uptake was significantly higher in the bilateral frontal cortex of patients with nfv-PPA when compared to HC (left &gt; right), despite significant grey matter atrophy in the same brain regions in patients with nfv-PPA. SUVr differences between nfv-PPA and HC were further increased by PVEC in frontal brain regions, but group level variance increased in parallel and reduced the number of significant differences between SUVr of nfv-PPA and HC (uncorrected: 10 significant regions, CoV[nfv-PPA]: 20.8 % ± 4.7 %, CoV[HC]: 7.9 % ± 2.4 %/PVEC: 3 significant regions, CoV[nfv-PPA]: 28.4 % ± 8.9 %, CoV[HC]: 9.8 % ± 2.5 %). Sensitivity/specificity of the visual read for detection of nfv-PPA was 0.85/1.00 without PVEC and 0.85/0.75 with PVEC.</div></div><div><h3>Conclusions</h3><div>[<sup>18</sup>F]-THK-5351 PET facilitates detection of pathological alterations in patients with nfvPPA with severe atrophy. PVEC increases quantitative SUVr differences between patients with nfv-PPA and HC but introduces a parallel increase of variance at the group level. Visual assessment of [<sup>18</sup>F]-THK-5351 images in patients with nfv-PPA is impaired by PVEC due to loss of specificity and does not support the use of PVEC even in patients with severe atrophy.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"46 ","pages":"Article 103789"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143877363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tell me why: A scoping review on the fundamental building blocks of fMRI-based network analysis 告诉我为什么:对基于fmri的网络分析的基本构建模块的范围审查
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103785
Z. van der Pal , L. Douw , A. Genis , D. van den Bergh , M. Marsman , A. Schrantee , T.F. Blanken
{"title":"Tell me why: A scoping review on the fundamental building blocks of fMRI-based network analysis","authors":"Z. van der Pal ,&nbsp;L. Douw ,&nbsp;A. Genis ,&nbsp;D. van den Bergh ,&nbsp;M. Marsman ,&nbsp;A. Schrantee ,&nbsp;T.F. Blanken","doi":"10.1016/j.nicl.2025.103785","DOIUrl":"10.1016/j.nicl.2025.103785","url":null,"abstract":"<div><div>Understanding complex brain-behaviour relationships in psychiatric and neurological conditions is crucial for advancing clinical insights. This review explores the current landscape of network estimation methods in the context of functional MRI (fMRI) based network neuroscience, focusing on static undirected network analysis. We focused on papers published in a single year (2022) and characterised what we consider the fundamental building blocks of network analysis: sample size, network size, association type, edge inclusion strategy, edge weights, modelling level, and confounding factors. We found that the most common methods across all included studies (n = 191) were the use of pairwise correlations to estimate the associations between brain regions (79.6 %), estimation of weighted networks (95.3 %), and estimation of the network at the individual level (86.9 %). Importantly, a substantial number of studies lacked comprehensive reporting on their methodological choices, hindering the synthesis of research findings within the field. This review underscores the critical need for careful consideration and transparent reporting of fMRI network estimation methodologies to advance our understanding of complex brain-behaviour relationships. By facilitating the integration between network neuroscience and network psychometrics, we aim to significantly enhance our clinical understanding of these intricate connections.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"46 ","pages":"Article 103785"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143838434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Post-stroke changes in brain structure and function can both influence acute upper limb function and subsequent recovery 脑卒中后脑结构和功能的改变可影响急性上肢功能和随后的恢复
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103754
Catharina Zich , Nick S. Ward , Nina Forss , Sven Bestmann , Andrew J. Quinn , Eeva Karhunen , Kristina Laaksonen
{"title":"Post-stroke changes in brain structure and function can both influence acute upper limb function and subsequent recovery","authors":"Catharina Zich ,&nbsp;Nick S. Ward ,&nbsp;Nina Forss ,&nbsp;Sven Bestmann ,&nbsp;Andrew J. Quinn ,&nbsp;Eeva Karhunen ,&nbsp;Kristina Laaksonen","doi":"10.1016/j.nicl.2025.103754","DOIUrl":"10.1016/j.nicl.2025.103754","url":null,"abstract":"<div><div>Improving outcomes after stroke depends on understanding both the causes of initial function/impairment and the mechanisms of recovery. Recovery in patients with initially low function/high impairment is variable, suggesting the factors relating to initial function/impairment are different to the factors important for subsequent recovery. Here we aimed to determine the contribution of altered brain structure and function to initial severity and subsequent recovery of the upper limb post-stroke.</div><div>The Nine-Hole Peg Test was recorded in week 1 and one-month post-stroke and used to divide 36 stroke patients (18 females, age: M = 66.56 years) into those with high/low initial function and high/low subsequent recovery. We determined differences in week 1 brain structure (Magnetic Resonance Imaging) and function (Magnetoencephalography, tactile stimulation) between high/low patients for both initial function and subsequent recovery. Lastly, we examined the relative contribution of changes in brain structure and function to recovery in patients with low levels of initial function.</div><div>Low initial function and low subsequent recovery are related to lower sensorimotor β power and greater lesion-induced disconnection of contralateral [ipsilesional] white-matter motor projection connections. Moreover, differences in intra-hemispheric connectivity (structural and functional) are unique to initial motor function, while differences in inter-hemispheric connectivity (structural and functional) are unique to subsequent motor recovery.</div><div>Function-related and recovery-related differences in brain function and structure after stroke are related, yet not identical. Separating out the factors that contribute to each process is key to identifying potential therapeutic targets for improving outcomes.</div></div>","PeriodicalId":54359,"journal":{"name":"Neuroimage-Clinical","volume":"45 ","pages":"Article 103754"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143444917","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
Transcranial direct current stimulation over the temporal-parietal junction yields no lexical-semantic effects in logopenic primary progressive aphasia: a double-blind sham-controlled study
IF 3.4 2区 医学
Neuroimage-Clinical Pub Date : 2025-01-01 DOI: 10.1016/j.nicl.2025.103798
Marc Teichmann , Clara Sanches , Angelina Bourbon , Dennis Q. Truong , Marom Bikson , Antoni Valero-Cabré
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