Andrea Diociasi, Mary A Iaccarino, Scott Sorg, Emily J Lubin, Caroline Wisialowski, Amol Dua, Can Ozan Tan, Rajiv Gupta
求助PDF
{"title":"Distinct Functional MRI Connectivity Patterns and Cortical Volume Variations Associated with Repetitive Blast Exposure in Special Operations Forces Members.","authors":"Andrea Diociasi, Mary A Iaccarino, Scott Sorg, Emily J Lubin, Caroline Wisialowski, Amol Dua, Can Ozan Tan, Rajiv Gupta","doi":"10.1148/radiol.233264","DOIUrl":null,"url":null,"abstract":"<p><p>Background Special operations forces members often face multiple blast injuries and have a higher risk of traumatic brain injury. However, the relationship between neuroimaging markers, the cumulative severity of injury, and long-term symptoms has not previously been well-established in the literature. Purpose To determine the relationship between the frequency of blast injuries, persistent clinical symptoms, and related cortical volumetric and functional connectivity (FC) changes observed at brain MRI in special operations forces members. Materials and Methods A cohort of 220 service members from a prospective study between January 2021 and May 2023 with a history of repetitive blast exposure underwent psychodiagnostics and a comprehensive neuroimaging evaluation, including structural and resting-state functional MRI (fMRI). Of these, 212 met the inclusion criteria. Participants were split into two datasets for model development and validation, and each dataset was divided into high- and low-exposure groups based on participants' exposure to various explosives. Differences in FC were analyzed using a general linear model, and cortical gray matter volumes were compared using the Mann-Whitney <i>U</i> test. An external age- and sex-matched healthy control group of 212 participants was extracted from the SRPBS Multidisorder MRI Dataset for volumetric analyses. A multiple linear regression model was used to assess correlations between clinical scores and FC, while a logistic regression model was used to predict exposure group from fMRI scans. Results In the 212 participants (mean age, 43.0 years ± 8.6 [SD]; 160 male [99.5%]) divided into groups with low or high blast exposure, the high-exposure group had higher scores for the Neurobehavioral Symptom Inventory (NSI) (<i>t</i> = 3.16, <i>P</i> < .001) and Posttraumatic Stress Disorder Checklist for <i>Diagnostic and Statistical Manual of Mental Disorders</i> (Fifth Edition) (PCL-5) (<i>t</i> = 2.72, <i>P</i> = .01). FC differences were identified in the bilateral superior and inferior lateral occipital cortex (LOC) (<i>P</i> value range, .001-.04), frontal medial cortex (<i>P</i> < .001), left superior frontal gyrus (<i>P</i> < .001), and precuneus (<i>P</i> value range, .02-.03). Clinical scores from NSI and PCL-5 were inversely correlated with FC in the LOC, superior parietal lobule, precuneus, and default mode networks (<i>r</i> = -0.163 to -0.384; <i>P</i> value range, <.001 to .04). The high-exposure group showed increased cortical volume in regions of the LOC compared with healthy controls and the low-exposure group (<i>P</i> value range, .01-.04). The predictive model helped accurately classify participants into high- and low-exposure groups based on fMRI data with 88.00 sensitivity (95% CI: 78.00, 98.00), 67% specificity (95% CI: 53.00, 81.00), and 73% accuracy (95% CI: 60.00, 86.00). Conclusion Repetitive blast exposure leads to distinct alterations in FC and cortical volume, which correlate with neurobehavioral symptoms. The predictive model suggests that even in the absence of observable anatomic changes, FC may indicate blast-related trauma. © RSNA, 2025 <i>Supplemental material is available for this article.</i></p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"315 1","pages":"e233264"},"PeriodicalIF":12.1000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Radiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1148/radiol.233264","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
引用
批量引用
Abstract
Background Special operations forces members often face multiple blast injuries and have a higher risk of traumatic brain injury. However, the relationship between neuroimaging markers, the cumulative severity of injury, and long-term symptoms has not previously been well-established in the literature. Purpose To determine the relationship between the frequency of blast injuries, persistent clinical symptoms, and related cortical volumetric and functional connectivity (FC) changes observed at brain MRI in special operations forces members. Materials and Methods A cohort of 220 service members from a prospective study between January 2021 and May 2023 with a history of repetitive blast exposure underwent psychodiagnostics and a comprehensive neuroimaging evaluation, including structural and resting-state functional MRI (fMRI). Of these, 212 met the inclusion criteria. Participants were split into two datasets for model development and validation, and each dataset was divided into high- and low-exposure groups based on participants' exposure to various explosives. Differences in FC were analyzed using a general linear model, and cortical gray matter volumes were compared using the Mann-Whitney U test. An external age- and sex-matched healthy control group of 212 participants was extracted from the SRPBS Multidisorder MRI Dataset for volumetric analyses. A multiple linear regression model was used to assess correlations between clinical scores and FC, while a logistic regression model was used to predict exposure group from fMRI scans. Results In the 212 participants (mean age, 43.0 years ± 8.6 [SD]; 160 male [99.5%]) divided into groups with low or high blast exposure, the high-exposure group had higher scores for the Neurobehavioral Symptom Inventory (NSI) (t = 3.16, P < .001) and Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders (Fifth Edition) (PCL-5) (t = 2.72, P = .01). FC differences were identified in the bilateral superior and inferior lateral occipital cortex (LOC) (P value range, .001-.04), frontal medial cortex (P < .001), left superior frontal gyrus (P < .001), and precuneus (P value range, .02-.03). Clinical scores from NSI and PCL-5 were inversely correlated with FC in the LOC, superior parietal lobule, precuneus, and default mode networks (r = -0.163 to -0.384; P value range, <.001 to .04). The high-exposure group showed increased cortical volume in regions of the LOC compared with healthy controls and the low-exposure group (P value range, .01-.04). The predictive model helped accurately classify participants into high- and low-exposure groups based on fMRI data with 88.00 sensitivity (95% CI: 78.00, 98.00), 67% specificity (95% CI: 53.00, 81.00), and 73% accuracy (95% CI: 60.00, 86.00). Conclusion Repetitive blast exposure leads to distinct alterations in FC and cortical volume, which correlate with neurobehavioral symptoms. The predictive model suggests that even in the absence of observable anatomic changes, FC may indicate blast-related trauma. © RSNA, 2025 Supplemental material is available for this article.
与特种作战部队成员重复爆炸暴露相关的独特功能性MRI连接模式和皮质体积变化。
特种作战部队成员经常面临多重爆炸伤害,并且具有较高的创伤性脑损伤风险。然而,神经影像学标志物、损伤的累积严重程度和长期症状之间的关系在以前的文献中尚未得到证实。目的探讨特种作战部队成员爆炸损伤频率、持续临床症状与脑MRI观察到的相关皮质体积和功能连通性(FC)变化之间的关系。材料与方法在2021年1月至2023年5月期间进行的一项前瞻性研究中,对220名有重复爆炸暴露史的军人进行了心理诊断和全面的神经影像学评估,包括结构和静息状态功能MRI (fMRI)。其中,212人符合纳入标准。参与者被分成两个数据集进行模型开发和验证,每个数据集根据参与者对各种爆炸物的暴露程度分为高暴露组和低暴露组。使用一般线性模型分析FC的差异,并使用Mann-Whitney U检验比较皮质灰质体积。从SRPBS多障碍MRI数据集中提取年龄和性别匹配的外部健康对照组212名参与者进行体积分析。使用多元线性回归模型评估临床评分与FC之间的相关性,而使用逻辑回归模型预测fMRI扫描的暴露组。结果212例受试者(平均年龄43.0岁±8.6 [SD];160名男性[99.5%]被分为高、低爆炸暴露组,高爆炸暴露组在神经行为症状量表(NSI) (t = 3.16, P < .001)和精神障碍诊断与统计手册(第五版)创伤后应激障碍检查表(PCL-5) (t = 2.72, P = .01)得分较高。双侧上、下外侧枕皮质(LOC) (P值范围为0.001 - 0.04)、额内侧皮质(P < 0.001)、左侧额上回(P < 0.001)和楔前叶(P值范围为0.02 - 0.03)存在FC差异。NSI和PCL-5的临床评分与LOC、顶叶上小叶、楔前叶和默认模式网络的FC呈负相关(r = -0.163 ~ -0.384;P值范围,P值范围,0.01 - 0.04)。该预测模型有助于根据fMRI数据准确地将参与者分为高暴露组和低暴露组,灵敏度为88.00 (95% CI: 78.00, 98.00),特异性为67% (95% CI: 53.00, 81.00),准确度为73% (95% CI: 60.00, 86.00)。结论反复暴露于母细胞可导致FC和皮质体积的明显改变,并与神经行为症状相关。预测模型表明,即使没有观察到的解剖变化,FC也可能表明爆炸相关的创伤。©RSNA, 2025本文可获得补充材料。
本文章由计算机程序翻译,如有差异,请以英文原文为准。