Pub Date : 2025-12-26DOI: 10.1177/08977151251407598
Dohyeon Kim, Junghoon J Kim, Yechan Kim, Dominique Duncan, Franck Amyot, Kimbra Kenney, Ramon R Diaz-Arrastia, Joon Yul Choi
Cerebrovascular reactivity (CVR) mapping is a promising biomarker for evaluating vascular dysfunction following traumatic brain injury (TBI). Traditional CVR assessment requires carbon dioxide (CO2) administration. Assessing CVR from resting-state blood-oxygen-level-dependent (BOLD) sequences (RS-CVR) offers a task-free alternative, but its validity in TBI has not yet been established. We aimed to evaluate whether RS-CVR can reliably detect cerebrovascular impairment in patients with TBI by comparing it with CO2-inhalation CVR (CO2-CVR). We enrolled 23 chronic moderate-to-severe TBI patients and 13 healthy controls (HC) who underwent both CO2-CVR and RS-CVR imaging using BOLD functional magnetic resonance imaging (BOLD fMRI). RS-CVR maps were computed using a voxel-wise general linear model (GLM) across 120 bandpass filters. Spatial correlations between RS-CVR and CO2-CVR were calculated to identify the optimal frequency bands. Z-score analyses and lesion-based comparisons were performed to assess CVR reductions in TBI. In the TBI cohort, lesion-based CVR was correlated with clinical outcomes using GLM adjusted for age and sex. The highest whole-brain spatial correlation between RS-CVR and CO2-CVR in HC occurred at [0-116.4 mHz] (r = 0.5239 ± 0.1107). In TBI, the peak correlation slightly shifted to [0-74.5 mHz] (r = 0.5217 ± 0.1108) but remained comparable at [0-116.4 mHz] (r = 0.5093 ± 0.1263). As expected, regions of encephalomalacia, fluid-attenuated inversion recovery hyperintensity, showed CVR reductions on RS-CVR and CO2-CVR maps, but low CVR was also identified through both methods in normal-appearing brain tissue. Across lesion areas, RS-CVR detected deficits consistent with CO2-CVR, with mean z-scores of -0.217 ± 0.334 and -0.391 ± 0.294 for encephalomalacia and hyperintensities, respectively. Lesion-based CVR values were associated with clinical outcomes, with both CO2-CVR and RS-CVR positively correlated with days in the intensive care unit (ICU; p < 0.05) and showing negative associations with Rivermead post-concussion symptoms questionnaire scores, statistically significant for CO2-CVR (p = 0.031) and trending for RS-CVR (p = 0.089). RS-CVR closely mirrors CO2-CVR in both global and lesion-specific analyses, validating its use as a noninvasive method for detecting vascular deficits in TBI. This task-free and scalable tool for cerebrovascular assessment offers a valuable approach for characterizing vascular health relevant to TBI prognosis and guiding neurorehabilitation efforts.
{"title":"Comparative Evaluation of Resting-State and CO<sub>2</sub>-Induced Cerebrovascular Reactivity in Patients with Traumatic Brain Injury.","authors":"Dohyeon Kim, Junghoon J Kim, Yechan Kim, Dominique Duncan, Franck Amyot, Kimbra Kenney, Ramon R Diaz-Arrastia, Joon Yul Choi","doi":"10.1177/08977151251407598","DOIUrl":"https://doi.org/10.1177/08977151251407598","url":null,"abstract":"<p><p>Cerebrovascular reactivity (CVR) mapping is a promising biomarker for evaluating vascular dysfunction following traumatic brain injury (TBI). Traditional CVR assessment requires carbon dioxide (CO<sub>2</sub>) administration. Assessing CVR from resting-state blood-oxygen-level-dependent (BOLD) sequences (RS-CVR) offers a task-free alternative, but its validity in TBI has not yet been established. We aimed to evaluate whether RS-CVR can reliably detect cerebrovascular impairment in patients with TBI by comparing it with CO<sub>2</sub>-inhalation CVR (CO<sub>2</sub>-CVR). We enrolled 23 chronic moderate-to-severe TBI patients and 13 healthy controls (HC) who underwent both CO<sub>2</sub>-CVR and RS-CVR imaging using BOLD functional magnetic resonance imaging (BOLD fMRI). RS-CVR maps were computed using a voxel-wise general linear model (GLM) across 120 bandpass filters. Spatial correlations between RS-CVR and CO<sub>2</sub>-CVR were calculated to identify the optimal frequency bands. Z-score analyses and lesion-based comparisons were performed to assess CVR reductions in TBI. In the TBI cohort, lesion-based CVR was correlated with clinical outcomes using GLM adjusted for age and sex. The highest whole-brain spatial correlation between RS-CVR and CO<sub>2</sub>-CVR in HC occurred at [0-116.4 mHz] (r = 0.5239 ± 0.1107). In TBI, the peak correlation slightly shifted to [0-74.5 mHz] (r = 0.5217 ± 0.1108) but remained comparable at [0-116.4 mHz] (r = 0.5093 ± 0.1263). As expected, regions of encephalomalacia, fluid-attenuated inversion recovery hyperintensity, showed CVR reductions on RS-CVR and CO<sub>2</sub>-CVR maps, but low CVR was also identified through both methods in normal-appearing brain tissue. Across lesion areas, RS-CVR detected deficits consistent with CO<sub>2</sub>-CVR, with mean z-scores of -0.217 ± 0.334 and -0.391 ± 0.294 for encephalomalacia and hyperintensities, respectively. Lesion-based CVR values were associated with clinical outcomes, with both CO<sub>2</sub>-CVR and RS-CVR positively correlated with days in the intensive care unit (ICU; <i>p</i> < 0.05) and showing negative associations with Rivermead post-concussion symptoms questionnaire scores, statistically significant for CO<sub>2</sub>-CVR (<i>p</i> = 0.031) and trending for RS-CVR (<i>p</i> = 0.089). RS-CVR closely mirrors CO<sub>2</sub>-CVR in both global and lesion-specific analyses, validating its use as a noninvasive method for detecting vascular deficits in TBI. This task-free and scalable tool for cerebrovascular assessment offers a valuable approach for characterizing vascular health relevant to TBI prognosis and guiding neurorehabilitation efforts.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145863140","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}
<p><p>Post-traumatic amnesia (PTA), recently conceptualized as part of the broader syndrome known as post-traumatic confusional state (PTCS), marks a critical phase of recovery following traumatic brain injury (TBI). Indeed, this state is characterized not only by anterograde memory impairment but also by disorientation, agitation, and attention deficits. Given the phenotypic overlap between PTA/PTCS and delirium-both marked by fluctuating cognitive and attentional disturbances-electroencephalography (EEG) represents a promising tool for elucidating shared pathophysiological mechanisms. While delirium is typically associated with diffuse EEG slowing and the presence of slow-wave activity (SWA), thought to reflect underlying global cortical disruption, it remains unclear whether PTCS exhibits similar EEG underpinnings. In this prospective longitudinal study, we assessed dynamic EEG correlates of PTCS using the grand total EEG (GTE) score, a composite measure that incorporates background slowing and superimposed SWA. We enrolled 42 consecutive TBI patients (mean age = 40.3 ±15 years) classifying them at baseline (T0) into two groups based on the Confusion Assessment Protocol (CAP): those in PTA/PTCS (<i>N</i> = 22; median time from injury 24 days; median CAP total score 5) and those already emerged from PTA/PTCS (i.e., TBI controls, <i>N</i> = 20; median time from injury 24 days; median CAP total score 0). At T0, patients with PTA/PTCS exhibited significantly higher baseline GTE scores compared with TBI controls, 16.6 ± 4.5 versus 5.1 ± 2.8; <i>t</i>(35.75) = 10.04, <i>p</i> < 0.0001; <i>d</i> = 3.04, reflecting severe EEG abnormalities characterized by diffuse slowing and disrupted rhythmic activity, as captured by the GTE subdomains. Longitudinal follow-up (T1) at emergence from PTCS revealed a significant EEG improvement paralleling clinical recovery, with GTE scores dropping from 16.5 (interquartile range [IQR]: 6.5) to 8, IQR: 3.75; <i>t</i>(21) = 8.03, <i>p</i> < 0.0001; <i>d</i> = 1.71, confirming EEG's sensitivity to dynamic clinical changes. Furthermore, the severity of EEG abnormalities at follow-up (T1) significantly correlated with the total duration of PTA/PTCS (ρ = 0.56, <i>p</i> < 0.0001), underscoring EEG's potential as an objective biomarker for disease burden and for monitoring recovery trajectories. Notably, these findings were independent of pharmacological confounders, as medication regimens were not significantly different across groups and time points. Our results support a reconceptualization of PTA/PTCS as a functional (i.e., non-structural) encephalopathy that shares key clinical and neurophysiological features with delirium, with EEG slowing reflecting widespread, often reversible cortical dysfunction. By capturing these transient yet clinically critical changes, clinical EEG-quantified via the granular, multifaceted GTE-offers a novel tool for diagnosing PTA/PTCS, stratifying its severity, and objectively monitoring its
创伤后失忆症(PTA),最近被定义为创伤后精神错乱(PTCS)综合症的一部分,标志着创伤性脑损伤(TBI)后恢复的关键阶段。事实上,这种状态不仅表现为顺行性记忆障碍,还表现为定向障碍、躁动和注意力缺陷。鉴于PTA/PTCS和谵妄之间的表型重叠-两者都以波动的认知和注意力障碍为特征-脑电图(EEG)代表了阐明共同病理生理机制的有前途的工具。虽然谵妄通常与弥漫性脑电图减慢和慢波活动(SWA)的存在有关,这被认为反映了潜在的全局皮层破坏,但PTCS是否表现出类似的脑电图基础尚不清楚。在这项前瞻性纵向研究中,我们使用脑电总评分(GTE)来评估PTCS的动态脑电相关性,GTE是一种综合测量方法,包含背景减慢和叠加SWA。我们纳入了42例连续的TBI患者(平均年龄= 40.3±15岁),根据混淆评估方案(CAP)将他们在基线(T0)分为两组:PTA/PTCS患者(N = 22;中位离伤时间24天;中位CAP总分5)和已经出现PTA/PTCS的患者(即TBI对照组,N = 20;中位离伤时间24天;中位CAP总分0)。在T0时,PTA/PTCS患者的基线GTE评分明显高于TBI对照组,为16.6±4.5比5.1±2.8;T (35.75) = 10.04, p < 0.0001;d = 3.04,反映了严重的脑电图异常,其特征是弥漫性减慢和节律性活动中断,如GTE子域所捕获的。PTCS出现时的纵向随访(T1)显示与临床恢复平行的显著脑电图改善,GTE评分从16.5(四分位间距[IQR]: 6.5)降至8,IQR: 3.75;T (21) = 8.03, p < 0.0001;d = 1.71,证实脑电图对临床动态变化的敏感性。此外,随访时EEG异常的严重程度(T1)与PTA/PTCS的总持续时间显著相关(ρ = 0.56, p < 0.0001),强调了EEG作为疾病负担和监测恢复轨迹的客观生物标志物的潜力。值得注意的是,这些发现独立于药理学混杂因素,因为药物方案在各组和时间点之间没有显着差异。我们的研究结果支持将PTA/PTCS重新定义为一种功能性(即非结构性)脑病,它与谵谵症具有关键的临床和神经生理特征,脑电图减慢反映了广泛的、通常可逆的皮层功能障碍。通过捕捉这些短暂但临床上关键的变化,临床脑电图通过颗粒状、多面gte进行量化,为诊断PTA/PTCS、对其严重程度进行分层、客观监测其在重症监护病房和亚急性康复环境中的演变提供了一种新的工具。
{"title":"Electroencephalography Correlates of the Confusional State after Traumatic Brain Injury.","authors":"Angela Comanducci, Chiara-Camilla Derchi, Tiziana Atzori, Chiara Valota, Pietro Arcuri, Pietro Davide Trimarchi, Michele Angelo Colombo, Arturo Chieregato, Marcello Massimini, Jorge Navarro","doi":"10.1177/08977151251408801","DOIUrl":"https://doi.org/10.1177/08977151251408801","url":null,"abstract":"<p><p>Post-traumatic amnesia (PTA), recently conceptualized as part of the broader syndrome known as post-traumatic confusional state (PTCS), marks a critical phase of recovery following traumatic brain injury (TBI). Indeed, this state is characterized not only by anterograde memory impairment but also by disorientation, agitation, and attention deficits. Given the phenotypic overlap between PTA/PTCS and delirium-both marked by fluctuating cognitive and attentional disturbances-electroencephalography (EEG) represents a promising tool for elucidating shared pathophysiological mechanisms. While delirium is typically associated with diffuse EEG slowing and the presence of slow-wave activity (SWA), thought to reflect underlying global cortical disruption, it remains unclear whether PTCS exhibits similar EEG underpinnings. In this prospective longitudinal study, we assessed dynamic EEG correlates of PTCS using the grand total EEG (GTE) score, a composite measure that incorporates background slowing and superimposed SWA. We enrolled 42 consecutive TBI patients (mean age = 40.3 ±15 years) classifying them at baseline (T0) into two groups based on the Confusion Assessment Protocol (CAP): those in PTA/PTCS (<i>N</i> = 22; median time from injury 24 days; median CAP total score 5) and those already emerged from PTA/PTCS (i.e., TBI controls, <i>N</i> = 20; median time from injury 24 days; median CAP total score 0). At T0, patients with PTA/PTCS exhibited significantly higher baseline GTE scores compared with TBI controls, 16.6 ± 4.5 versus 5.1 ± 2.8; <i>t</i>(35.75) = 10.04, <i>p</i> < 0.0001; <i>d</i> = 3.04, reflecting severe EEG abnormalities characterized by diffuse slowing and disrupted rhythmic activity, as captured by the GTE subdomains. Longitudinal follow-up (T1) at emergence from PTCS revealed a significant EEG improvement paralleling clinical recovery, with GTE scores dropping from 16.5 (interquartile range [IQR]: 6.5) to 8, IQR: 3.75; <i>t</i>(21) = 8.03, <i>p</i> < 0.0001; <i>d</i> = 1.71, confirming EEG's sensitivity to dynamic clinical changes. Furthermore, the severity of EEG abnormalities at follow-up (T1) significantly correlated with the total duration of PTA/PTCS (ρ = 0.56, <i>p</i> < 0.0001), underscoring EEG's potential as an objective biomarker for disease burden and for monitoring recovery trajectories. Notably, these findings were independent of pharmacological confounders, as medication regimens were not significantly different across groups and time points. Our results support a reconceptualization of PTA/PTCS as a functional (i.e., non-structural) encephalopathy that shares key clinical and neurophysiological features with delirium, with EEG slowing reflecting widespread, often reversible cortical dysfunction. By capturing these transient yet clinically critical changes, clinical EEG-quantified via the granular, multifaceted GTE-offers a novel tool for diagnosing PTA/PTCS, stratifying its severity, and objectively monitoring its ","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145863156","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}
Traumatic brain injury (TBI) represents a significant global health challenge, but a systematic, severity-stratified analysis of its epidemiology and risk factors is lacking. Using data from the Global Burden of Disease (GBD) 2021 study, this study compares the burden of mild TBI (mTBI) and moderate-to-severe TBI (msTBI) from 1990 to 2021. We analyzed incidence, prevalence, and years lived with disability (YLDs) for TBI across 204 countries and territories and by sociodemographic index (SDI) quintiles. Analysis included the characterization of age and sex distributions, assessment of temporal trends, and evaluation of risk factor attributions for both mTBI and msTBI. The results revealed that while the global age-standardized incidence rate (ASIR) of TBI declined, low-SDI regions experienced rising prevalence and YLD rates despite falling incidence. The ASIR of mTBI decreased significantly (average annual percentage change [AAPC]: -0.587; 95% confidence interval [CI]: -1.211-0.059), whereas the ASIR of msTBI showed no statistically significant decline (AAPC: -0.483; 95% CI: -1.235-0.275). The absolute number of mTBI cases peaked among young and elderly males, while the ASIR of msTBI increased with age in both sexes but remained consistently higher in males. Falls and road injuries remained the leading causes; however, the absolute number of msTBI cases due to these causes continued to rise. Notably, violence-related factors-including conflict and terrorism as well as police conflict and executions-were among the most rapidly increasing risk factors for both TBI subtypes. In conclusion, the global TBI burden is characterized by a stagnant crisis of msTBI, underscoring an urgent need for severity-specific prevention strategies that target high-risk mechanisms and populations to mitigate the devastating impact of msTBI worldwide.
{"title":"Divergent Global Trends in Mild and Moderate-to-Severe Traumatic Brain Injury: A Comprehensive Burden and Attribution Analysis from 1990 to 2021.","authors":"Xu Li, Xiaohui Xu, Kailong He, Xichen Wang, Tianchi Tang, Chaohui Jing","doi":"10.1177/08977151251407677","DOIUrl":"https://doi.org/10.1177/08977151251407677","url":null,"abstract":"<p><p>Traumatic brain injury (TBI) represents a significant global health challenge, but a systematic, severity-stratified analysis of its epidemiology and risk factors is lacking. Using data from the Global Burden of Disease (GBD) 2021 study, this study compares the burden of mild TBI (mTBI) and moderate-to-severe TBI (msTBI) from 1990 to 2021. We analyzed incidence, prevalence, and years lived with disability (YLDs) for TBI across 204 countries and territories and by sociodemographic index (SDI) quintiles. Analysis included the characterization of age and sex distributions, assessment of temporal trends, and evaluation of risk factor attributions for both mTBI and msTBI. The results revealed that while the global age-standardized incidence rate (ASIR) of TBI declined, low-SDI regions experienced rising prevalence and YLD rates despite falling incidence. The ASIR of mTBI decreased significantly (average annual percentage change [AAPC]: -0.587; 95% confidence interval [CI]: -1.211-0.059), whereas the ASIR of msTBI showed no statistically significant decline (AAPC: -0.483; 95% CI: -1.235-0.275). The absolute number of mTBI cases peaked among young and elderly males, while the ASIR of msTBI increased with age in both sexes but remained consistently higher in males. Falls and road injuries remained the leading causes; however, the absolute number of msTBI cases due to these causes continued to rise. Notably, violence-related factors-including conflict and terrorism as well as police conflict and executions-were among the most rapidly increasing risk factors for both TBI subtypes. In conclusion, the global TBI burden is characterized by a stagnant crisis of msTBI, underscoring an urgent need for severity-specific prevention strategies that target high-risk mechanisms and populations to mitigate the devastating impact of msTBI worldwide.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145863088","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}
Pub Date : 2025-12-22DOI: 10.1177/08977151251405884
Jessica M Marbourg, Christopher P Vadala, Leah M Pyter, Chandan K Sen, Jan M Schwab, Phillip G Popovich
Traumatic spinal cord injury (SCI) increases the risk for skin complications, including the development of decubitus ulcers, that is, pressure sores. The mechanisms by which SCI adversely affects skin health are poorly understood. To better understand how SCI affects the normal progression of wound healing, two mouse models of cutaneous wound healing were used. Mice received a high-level (T3) SCI or sham injury (Lam) over the first week postinjury. Mice received standardized skin wounds on the dorsum below the injury level (punch biopsy or compression/ischemia wounds). Planimetric analysis revealed that wound closure was consistently delayed and impaired after SCI. Subsequent analyses of the expression of genes and proteins responsible for regulating cell migration and recruitment, particularly of neutrophils, were reduced in SCI mice as early as 1 day post-wounding. This impaired chemotactic signaling was associated with a corresponding decrease in neutrophil recruitment to the wounds of SCI mice. At later phases of healing, the expression of inflammatory genes and the accumulation of wound myeloid cells with an elevated capacity for arginine catabolism was enhanced in SCI mice relative to Lam. Overall, data in this report show that impaired wound closure in SCI mice is associated with early and prolonged disruption of the expression of genes and proteins needed to coordinate the sequential progression through all phases of wound healing. Consequently, skin wounds in SCI mice exhibit prolonged inflammation, characteristic of complicated wound healing. Thus, targeting signaling pathways during the inflammatory phase of healing of decubitus ulcers after SCI could improve wound closure and limit further complications.
{"title":"Spinal Cord Injury Disrupts Inflammatory Signaling and Impairs Skin Wound Healing: Evidence from Two Models of Decubitus Ulcers.","authors":"Jessica M Marbourg, Christopher P Vadala, Leah M Pyter, Chandan K Sen, Jan M Schwab, Phillip G Popovich","doi":"10.1177/08977151251405884","DOIUrl":"https://doi.org/10.1177/08977151251405884","url":null,"abstract":"<p><p>Traumatic spinal cord injury (SCI) increases the risk for skin complications, including the development of decubitus ulcers, that is, pressure sores. The mechanisms by which SCI adversely affects skin health are poorly understood. To better understand how SCI affects the normal progression of wound healing, two mouse models of cutaneous wound healing were used. Mice received a high-level (T3) SCI or sham injury (Lam) over the first week postinjury. Mice received standardized skin wounds on the dorsum below the injury level (punch biopsy or compression/ischemia wounds). Planimetric analysis revealed that wound closure was consistently delayed and impaired after SCI. Subsequent analyses of the expression of genes and proteins responsible for regulating cell migration and recruitment, particularly of neutrophils, were reduced in SCI mice as early as 1 day post-wounding. This impaired chemotactic signaling was associated with a corresponding decrease in neutrophil recruitment to the wounds of SCI mice. At later phases of healing, the expression of inflammatory genes and the accumulation of wound myeloid cells with an elevated capacity for arginine catabolism was enhanced in SCI mice relative to Lam. Overall, data in this report show that impaired wound closure in SCI mice is associated with early and prolonged disruption of the expression of genes and proteins needed to coordinate the sequential progression through all phases of wound healing. Consequently, skin wounds in SCI mice exhibit prolonged inflammation, characteristic of complicated wound healing. Thus, targeting signaling pathways during the inflammatory phase of healing of decubitus ulcers after SCI could improve wound closure and limit further complications.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145834268","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}
Traumatic brain injury (TBI) is a leading cause of death and disability. While the Glasgow Coma Scale (GCS) guides initial assessment, single values miss evolving neurological change. In this multicenter ICU cohort integrating NSICU, MIMIC-IV, and eICU databases, we analyzed adults (≥18 years) with TBI who had ≥3 GCS measurements within the first 120 ICU hours. Using 12-hourly measures, latent class growth modeling identified four dynamic GCS trajectories (Stable High, Rapidly Improving, Persistently Moderate, Persistently Low), and we quantified cumulative neurological burden with a mean threshold-based area-under-the-curve (TBM-AUC) summarizing time above prespecified GCS thresholds. Among 3,132 patients, mortality increased monotonically across trajectories, highest in the Persistently Low group (adjusted hazard ratio [HR] 4.95, 95% confidence interval: 3.14-7.81 vs. Stable High). Lower TBM-AUC was strongly associated with mortality; most pronounced at threshold 13 (HR 0.34). Age-stratified analyses showed a trajectory-by-age interaction (p = 0.013), with Persistently Low conferring the greatest risk in both younger and older adults. Adding trajectory class to baseline predictors improved discrimination (AUC: 0.820-0.861, p < 0.001) with consistent gains in integrated discrimination improvement, net reclassification improvement, and median risk score across Boruta-, LASSO-, and best-subset-based models. Dynamic GCS trajectories and TBM-AUC provide prognostic information beyond conventional assessments and may enhance risk stratification and clinical decision-making in neurocritical care; prospective validation is warranted. [Figure: see text].
{"title":"Dynamic Glasgow Coma Scale Trajectories Improve Mortality Prediction in Traumatic Brain Injury: A Multicenter Intensive Care Unit Cohort Study.","authors":"Juan Wang, Hai-Bo Li, Man-Man Xu, Wen-Juan Li, Long-Yang Cheng, Shao-Ya Li, Chun-Hua Hang, Peng-Lai Zhao","doi":"10.1177/08977151251406254","DOIUrl":"https://doi.org/10.1177/08977151251406254","url":null,"abstract":"<p><p>Traumatic brain injury (TBI) is a leading cause of death and disability. While the Glasgow Coma Scale (GCS) guides initial assessment, single values miss evolving neurological change. In this multicenter ICU cohort integrating NSICU, MIMIC-IV, and eICU databases, we analyzed adults (≥18 years) with TBI who had ≥3 GCS measurements within the first 120 ICU hours. Using 12-hourly measures, latent class growth modeling identified four dynamic GCS trajectories (Stable High, Rapidly Improving, Persistently Moderate, Persistently Low), and we quantified cumulative neurological burden with a mean threshold-based area-under-the-curve (TBM-AUC) summarizing time above prespecified GCS thresholds. Among 3,132 patients, mortality increased monotonically across trajectories, highest in the Persistently Low group (adjusted hazard ratio [HR] 4.95, 95% confidence interval: 3.14-7.81 vs. Stable High). Lower TBM-AUC was strongly associated with mortality; most pronounced at threshold 13 (HR 0.34). Age-stratified analyses showed a trajectory-by-age interaction (<i>p</i> = 0.013), with Persistently Low conferring the greatest risk in both younger and older adults. Adding trajectory class to baseline predictors improved discrimination (AUC: 0.820-0.861, <i>p</i> < 0.001) with consistent gains in integrated discrimination improvement, net reclassification improvement, and median risk score across Boruta-, LASSO-, and best-subset-based models. Dynamic GCS trajectories and TBM-AUC provide prognostic information beyond conventional assessments and may enhance risk stratification and clinical decision-making in neurocritical care; prospective validation is warranted. [Figure: see text].</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145834239","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}
Pub Date : 2025-12-18DOI: 10.1177/08977151251401566
Min Chen, Noora Puhakka, Janette Edson, Xiaoying Cui, Andrew Lai, Katherin Scholz Romero, Carlos Salomon Gallo, Mary-Anne Migotto, Stephen Edwards, Emil Peshtenski, Asla Pitkänen, David Reutens
The long-term sequelae of severe penetrating traumatic brain injury (TBI) include neurological and psychiatric disability, impaired cognitive function, and the development of post-traumatic epilepsy. The present study evaluated the therapeutic effects of intravenous immunoglobin (IVIg), a well-established immunomodulatory treatment, in a controlled cortical impact model of severe TBI in mice. The beneficial effects of IVIg treatment on acute neurological status, motor function, anxiety level, and spatial learning ability were demonstrated by reduced Neurological Severity Scores, increased Rotarod latency and cumulative movement durations in open-field tests, and improved active place avoidance performance. IVIg treatment also significantly reduced brain tissue loss, which was examined using Nissl staining at 16 weeks after TBI. Furthermore, brain microRNAs (miRNAs) were profiled to identify the biological pathways potentially associated with the actions of IVIg treatment using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis. To identify potential peripheral biomarkers reflecting the changes in the brain, differentially expressed miRNAs in plasma and brain samples from the same animals were compared. Our immunostaining results showed that IVIg treatment significantly attenuated the upregulation of IL-1β and complement 3 (C3) and altered the activation of microglia and astrocytes. This proof-of-concept study provided strong evidence for the beneficial effects of IVIg treatment in severe penetrating TBI.
严重穿透性创伤性脑损伤(TBI)的长期后遗症包括神经和精神残疾、认知功能受损以及创伤后癫痫的发展。本研究评估了静脉注射免疫球蛋白(IVIg)的治疗效果,这是一种成熟的免疫调节治疗方法,在小鼠严重创伤性脑损伤的控制皮质冲击模型中。IVIg治疗对急性神经状态、运动功能、焦虑水平和空间学习能力的有益影响通过降低神经严重程度评分、增加开放式测试中的Rotarod潜伏期和累积运动持续时间以及改善主动场所回避表现来证明。IVIg治疗也显著减少了脑组织损失,这是在TBI后16周用尼氏染色检查的。此外,利用基因本体(GO)和京都基因与基因组百科全书(Kyoto Encyclopedia of Genes and Genomes)途径富集分析,对脑microRNAs (miRNAs)进行了分析,以确定可能与IVIg治疗作用相关的生物学途径。为了鉴定反映大脑变化的潜在外周生物标志物,比较了来自同一动物的血浆和大脑样本中差异表达的mirna。我们的免疫染色结果显示,IVIg治疗显著降低了IL-1β和补体3 (C3)的上调,改变了小胶质细胞和星形胶质细胞的活化。这项概念验证研究为IVIg治疗严重穿透性脑外伤的有益效果提供了强有力的证据。
{"title":"Beneficial Effects of Intravenous Immunoglobulin Treatment in a Mouse Preclinical Model of Severe Traumatic Brain Injury.","authors":"Min Chen, Noora Puhakka, Janette Edson, Xiaoying Cui, Andrew Lai, Katherin Scholz Romero, Carlos Salomon Gallo, Mary-Anne Migotto, Stephen Edwards, Emil Peshtenski, Asla Pitkänen, David Reutens","doi":"10.1177/08977151251401566","DOIUrl":"https://doi.org/10.1177/08977151251401566","url":null,"abstract":"<p><p>The long-term sequelae of severe penetrating traumatic brain injury (TBI) include neurological and psychiatric disability, impaired cognitive function, and the development of post-traumatic epilepsy. The present study evaluated the therapeutic effects of intravenous immunoglobin (IVIg), a well-established immunomodulatory treatment, in a controlled cortical impact model of severe TBI in mice. The beneficial effects of IVIg treatment on acute neurological status, motor function, anxiety level, and spatial learning ability were demonstrated by reduced Neurological Severity Scores, increased Rotarod latency and cumulative movement durations in open-field tests, and improved active place avoidance performance. IVIg treatment also significantly reduced brain tissue loss, which was examined using Nissl staining at 16 weeks after TBI. Furthermore, brain microRNAs (miRNAs) were profiled to identify the biological pathways potentially associated with the actions of IVIg treatment using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis. To identify potential peripheral biomarkers reflecting the changes in the brain, differentially expressed miRNAs in plasma and brain samples from the same animals were compared. Our immunostaining results showed that IVIg treatment significantly attenuated the upregulation of IL-1β and complement 3 (C3) and altered the activation of microglia and astrocytes. This proof-of-concept study provided strong evidence for the beneficial effects of IVIg treatment in severe penetrating TBI.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145856759","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}
Pub Date : 2025-12-18DOI: 10.1177/08977151251406659
Adam B Willits, Leena Kader, Sonali Choudhury, Morgan Ewald, Sebastian Meriano, Julie Christianson, Kyle Baumbauer, Erin Young
Neurogenic bowel (NB) affects roughly 60% of people with a spinal cord injury (SCI), and these patients present with slow colonic transit, constipation, and chronic abdominal pain. The mechanisms by which NB bowel develops are unclear, thereby limiting interventions to being primarily symptom-focused and ineffective. Therefore, the main goal of this study was to identify the mechanisms that initiate and maintain NB after SCI as a critical step to develop evidence-based, novel therapeutic options to prevent NB. In previous studies, the neurogenic inflammatory mediator calcitonin gene-related peptide (CGRP) was identified as a high-priority candidate gene. Therefore, in a midthoracic rodent spinal contusion model that presents with clinically translatable NB-like phenotypes, we conducted intrarectal antagonism of CGRP activity using CGRP8-37 (compared to vehicle administration) in mice with SCI. This was followed by histological, molecular, and functional (Ca2+ imaging) approaches to assess the prevention of previously reported phenotypes of NB. CGRP8-37 significantly prevented colonic dysmotility and structural defects of the colon (i.e., expanded lymphoid nodules). There was also a prevention of microbial invasion into the colon wall and neuronal hyperresponsiveness to autologous fecal supernatants. These data support the role of CGRP/CGRP as a candidate mechanism for NB after SCI and highlight the potential for novel therapeutic treatments for the prevention of NB.
{"title":"Intrarectal Antagonism of Calcitonin Gene-Related Peptide Prevents Spinal Cord Injury-Associated Neurogenic Bowel Phenotypes.","authors":"Adam B Willits, Leena Kader, Sonali Choudhury, Morgan Ewald, Sebastian Meriano, Julie Christianson, Kyle Baumbauer, Erin Young","doi":"10.1177/08977151251406659","DOIUrl":"https://doi.org/10.1177/08977151251406659","url":null,"abstract":"<p><p>Neurogenic bowel (NB) affects roughly 60% of people with a spinal cord injury (SCI), and these patients present with slow colonic transit, constipation, and chronic abdominal pain. The mechanisms by which NB bowel develops are unclear, thereby limiting interventions to being primarily symptom-focused and ineffective. Therefore, the main goal of this study was to identify the mechanisms that initiate and maintain NB after SCI as a critical step to develop evidence-based, novel therapeutic options to prevent NB. In previous studies, the neurogenic inflammatory mediator <i>calcitonin gene-related peptide</i> (<i>CGRP</i>) was identified as a high-priority candidate gene. Therefore, in a midthoracic rodent spinal contusion model that presents with clinically translatable NB-like phenotypes, we conducted intrarectal antagonism of CGRP activity using CGRP<sub>8-37</sub> (compared to vehicle administration) in mice with SCI. This was followed by histological, molecular, and functional (Ca<sup>2+</sup> imaging) approaches to assess the prevention of previously reported phenotypes of NB. CGRP<sub>8-37</sub> significantly prevented colonic dysmotility and structural defects of the colon (i.e., expanded lymphoid nodules). There was also a prevention of microbial invasion into the colon wall and neuronal hyperresponsiveness to autologous fecal supernatants. These data support the role of <i>CGRP</i>/CGRP as a candidate mechanism for NB after SCI and highlight the potential for novel therapeutic treatments for the prevention of NB.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145856776","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}
Pub Date : 2025-12-15DOI: 10.1177/08977151251406611
A Aravin Kumar, Huiling Linda Lim, Seyed Ehsan Saffari, Shane Zaw, Qingping Joseph Feng, Emily Ang, Zhiquan Damian Lee, Dinesh Shree Kumar, Lester Lee, Robin Pillay, Ji Min Ling
<p><p>Acute traumatic central cord syndrome (ATCCS) is the most common form of incomplete spinal cord injury. Treatment recommendations for ATCCS patients are largely from North America, and their applicability to Asian populations remains uncertain. Scoring systems such as the Acute Traumatic Central Cord Syndrome Score (ATCCSS), Central Cord Score (CCScore), and Subaxial Cervical AO Spine Injury Score (Subaxial AOSIS) can guide treatment, standardize practice, and improve outcomes. We aimed to validate and compare the predictive capabilities of ATCCSS, CCScore, and Subaxial AOSIS in a Southeast Asian population for surgical decision making, functional outcomes, and timing of surgery. We conducted a multicenter retrospective cohort study in Singapore from 2010 to 2023. The ATCCSS, CCScore, and Subaxial AOSIS were calculated for all patients and other relevant presenting, and radiological and surgical variables were collected. The primary outcome measure was significant motor recovery in the American Spinal Injury Association motor score (AMS) on 12-month follow-up. Secondary outcomes were significant motor recovery in the AMS score on 6-month follow-up, significant improvement in the Functional Independence Measure (FIM) score on 6-month follow-up, and significant recovery in the modified Japanese Orthopaedic Association (mJOA) score on 6-month follow-up. The predictive ability of the scores in predicting surgical management, meaningful recovery, and predicting timing of surgery was evaluated using receiver operating curve, with area under the curve (AUC) along with the corresponding 95% confidence intervals (CIs). Cutoff points were described for operative management and for the timing of surgery. A total of 116 patients were included with a mean age of 64.7 years (standard deviation = 12.9). The majority (86.2%) were male, and 65 (56.0%) patients underwent operative management. There was significant AMS improvement at 12 months in 95 (84.8%) of patients, significant AMS improvement at 6 months in 94 (83.2%) of patients, significant improvement in FIM at 6 months in 73 (62.9%) patients, and significant recovery in mJOA score in 67 (57.8%) of patients at 6 months. There were no significant differences in outcomes between operative and conservative management for functional outcomes. The median ATCCSS was 2 (interquartile range [IQR] 1), CCScore was 7 (IQR 4), and Subaxial AOSIS was 8 (IQR: 6). The ATCCSS had the highest predictive performance for the decision for operative management, with an AUC of 0.81 (95% CI: 0.73-0.89) compared with the other scores. All three scores did not predict motor and functional improvements well. The scores performed well for decision making in timing of surgery, with ATCCSS performing the best in predicting early surgery (AUC = 0.88, 95% CI: 0.81-0.95). The cutoff values for early surgery were 2.5 for ATCCSS and 8.5 for CCScore. Scoring systems in ATCCS performed well in decision making for surgery and timing of s
{"title":"Comparative Validation of Scoring Systems in Acute Traumatic Central Cord Syndrome: Acute Traumatic Central Cord Syndrome Score, Central Cord Score, and Subaxial Cervical AO Spine Injury Score for Surgical Decision Making, Recovery, and Timing of Surgery.","authors":"A Aravin Kumar, Huiling Linda Lim, Seyed Ehsan Saffari, Shane Zaw, Qingping Joseph Feng, Emily Ang, Zhiquan Damian Lee, Dinesh Shree Kumar, Lester Lee, Robin Pillay, Ji Min Ling","doi":"10.1177/08977151251406611","DOIUrl":"https://doi.org/10.1177/08977151251406611","url":null,"abstract":"<p><p>Acute traumatic central cord syndrome (ATCCS) is the most common form of incomplete spinal cord injury. Treatment recommendations for ATCCS patients are largely from North America, and their applicability to Asian populations remains uncertain. Scoring systems such as the Acute Traumatic Central Cord Syndrome Score (ATCCSS), Central Cord Score (CCScore), and Subaxial Cervical AO Spine Injury Score (Subaxial AOSIS) can guide treatment, standardize practice, and improve outcomes. We aimed to validate and compare the predictive capabilities of ATCCSS, CCScore, and Subaxial AOSIS in a Southeast Asian population for surgical decision making, functional outcomes, and timing of surgery. We conducted a multicenter retrospective cohort study in Singapore from 2010 to 2023. The ATCCSS, CCScore, and Subaxial AOSIS were calculated for all patients and other relevant presenting, and radiological and surgical variables were collected. The primary outcome measure was significant motor recovery in the American Spinal Injury Association motor score (AMS) on 12-month follow-up. Secondary outcomes were significant motor recovery in the AMS score on 6-month follow-up, significant improvement in the Functional Independence Measure (FIM) score on 6-month follow-up, and significant recovery in the modified Japanese Orthopaedic Association (mJOA) score on 6-month follow-up. The predictive ability of the scores in predicting surgical management, meaningful recovery, and predicting timing of surgery was evaluated using receiver operating curve, with area under the curve (AUC) along with the corresponding 95% confidence intervals (CIs). Cutoff points were described for operative management and for the timing of surgery. A total of 116 patients were included with a mean age of 64.7 years (standard deviation = 12.9). The majority (86.2%) were male, and 65 (56.0%) patients underwent operative management. There was significant AMS improvement at 12 months in 95 (84.8%) of patients, significant AMS improvement at 6 months in 94 (83.2%) of patients, significant improvement in FIM at 6 months in 73 (62.9%) patients, and significant recovery in mJOA score in 67 (57.8%) of patients at 6 months. There were no significant differences in outcomes between operative and conservative management for functional outcomes. The median ATCCSS was 2 (interquartile range [IQR] 1), CCScore was 7 (IQR 4), and Subaxial AOSIS was 8 (IQR: 6). The ATCCSS had the highest predictive performance for the decision for operative management, with an AUC of 0.81 (95% CI: 0.73-0.89) compared with the other scores. All three scores did not predict motor and functional improvements well. The scores performed well for decision making in timing of surgery, with ATCCSS performing the best in predicting early surgery (AUC = 0.88, 95% CI: 0.81-0.95). The cutoff values for early surgery were 2.5 for ATCCSS and 8.5 for CCScore. Scoring systems in ATCCS performed well in decision making for surgery and timing of s","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145849344","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}
Pub Date : 2025-12-12DOI: 10.1177/08977151251406253
Caleigh S Roach, Jacob J Shawwa, Connor Nee, Victor M Lu
Traumatic brain injury (TBI) remains a leading global cause of death and disability, disproportionately impacting low- and middle-income countries (LMICs), where neurosurgical resources are often limited. In these settings, foundational gaps in health system infrastructure-such as limited internet access, absence of electronic medical records (EMRs), and lack of standardized protocols-impede timely diagnosis, intervention, and continuity of care. This study evaluates the relationship between health system infrastructure and neurosurgical capacity, intervention delivery, and TBI outcomes across LMICs. We conducted a systematic review following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines across PubMed, Embase, and Scopus to identify studies examining TBI care and system infrastructure in LMIC institutions. Extracted data were categorized across two primary domains: (1) clinical management and patient outcomes, and (2) implementation of health system components, including EMRs, information and communication technology access, and standardized care protocols. Quantitative analysis incorporated descriptive statistics, chi-square testing, Kruskal-Wallis tests, Glasgow Coma Scale-adjusted linear regression models, and machine learning classifiers to examine associations. Of the LMIC institutions reviewed, only 41% reported the presence of neurosurgical capacity. Implementation of EMRs and standardized protocols was significantly associated with increased neurosurgical capacity (odds ratio [OR] = 1.1, p = 0.06; OR = 1.1, p = 0.03, respectively). Among facilities with operative capacity, the median neurosurgical intervention rate was 28% (interquartile range [IQR]: 3-33%). Policy implementation predicted reduced post-TBI mortality (B = -10.8, p = 0.06; R2 = 0.56), with a median institutional mortality rate of 19% (IQR: 8-17%). Machine learning models demonstrated strong discriminatory ability to predict TBI mortality based on neurosurgical capacity and infrastructure metrics (area under the curve = 0.76). These findings highlight the potential for health system infrastructure-particularly EMRs, internet access, and standardized clinical protocols-to improve neurosurgical readiness and reduce preventable mortality following TBI in LMICs. Strategic investment in digital health tools and policy standardization could be a high-yield, scalable approach to closing global neurosurgical care gaps and improving TBI outcomes in resource-limited settings.
创伤性脑损伤(TBI)仍然是全球死亡和残疾的主要原因,对神经外科资源往往有限的低收入和中等收入国家造成的影响尤为严重。在这些情况下,卫生系统基础设施存在根本性差距,如互联网接入受限、缺乏电子病历和缺乏标准化协议,阻碍了及时诊断、干预和护理的连续性。本研究评估了中低收入国家卫生系统基础设施与神经外科能力、干预交付和TBI结果之间的关系。我们根据PubMed、Embase和Scopus的系统评价和荟萃分析指南的首选报告项目进行了系统评价,以确定LMIC机构中检查TBI护理和系统基础设施的研究。提取的数据分为两个主要领域:(1)临床管理和患者结果;(2)卫生系统组成部分的实施,包括电子病历、信息和通信技术访问以及标准化护理方案。定量分析采用描述性统计、卡方检验、Kruskal-Wallis检验、格拉斯哥昏迷量表调整的线性回归模型和机器学习分类器来检验相关性。在被审查的LMIC机构中,只有41%报告了神经外科能力的存在。emr和标准化方案的实施与神经外科手术能力的提高显著相关(比值比[OR] = 1.1, p = 0.06; OR = 1.1, p = 0.03)。在具备手术能力的机构中,神经外科干预率中位数为28%(四分位数差[IQR]: 3-33%)。政策实施预测tbi后死亡率降低(B = -10.8, p = 0.06; R2 = 0.56),机构死亡率中位数为19% (IQR: 8-17%)。机器学习模型显示出基于神经外科手术能力和基础设施指标(曲线下面积= 0.76)预测TBI死亡率的强大区分能力。这些发现强调了卫生系统基础设施——特别是电子病历、互联网接入和标准化临床协议——在改善中低收入国家脑外伤后神经外科手术准备和降低可预防死亡率方面的潜力。对数字卫生工具和政策标准化的战略投资可能是一种高收益、可扩展的方法,可以缩小全球神经外科护理差距,并在资源有限的情况下改善TBI结果。
{"title":"Neurosurgical Care for Traumatic Brain Injury in Low-Resource Settings: A Multinational Review Evaluating the Influence of Health Systems Framework on Patient Outcomes.","authors":"Caleigh S Roach, Jacob J Shawwa, Connor Nee, Victor M Lu","doi":"10.1177/08977151251406253","DOIUrl":"https://doi.org/10.1177/08977151251406253","url":null,"abstract":"<p><p>Traumatic brain injury (TBI) remains a leading global cause of death and disability, disproportionately impacting low- and middle-income countries (LMICs), where neurosurgical resources are often limited. In these settings, foundational gaps in health system infrastructure-such as limited internet access, absence of electronic medical records (EMRs), and lack of standardized protocols-impede timely diagnosis, intervention, and continuity of care. This study evaluates the relationship between health system infrastructure and neurosurgical capacity, intervention delivery, and TBI outcomes across LMICs. We conducted a systematic review following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines across PubMed, Embase, and Scopus to identify studies examining TBI care and system infrastructure in LMIC institutions. Extracted data were categorized across two primary domains: (1) clinical management and patient outcomes, and (2) implementation of health system components, including EMRs, information and communication technology access, and standardized care protocols. Quantitative analysis incorporated descriptive statistics, chi-square testing, Kruskal-Wallis tests, Glasgow Coma Scale-adjusted linear regression models, and machine learning classifiers to examine associations. Of the LMIC institutions reviewed, only 41% reported the presence of neurosurgical capacity. Implementation of EMRs and standardized protocols was significantly associated with increased neurosurgical capacity (odds ratio [OR] = 1.1, <i>p</i> = 0.06; OR = 1.1, <i>p</i> = 0.03, respectively). Among facilities with operative capacity, the median neurosurgical intervention rate was 28% (interquartile range [IQR]: 3-33%). Policy implementation predicted reduced post-TBI mortality (<i>B</i> = -10.8, <i>p</i> = 0.06; <i>R</i><sup>2</sup> = 0.56), with a median institutional mortality rate of 19% (IQR: 8-17%). Machine learning models demonstrated strong discriminatory ability to predict TBI mortality based on neurosurgical capacity and infrastructure metrics (area under the curve = 0.76). These findings highlight the potential for health system infrastructure-particularly EMRs, internet access, and standardized clinical protocols-to improve neurosurgical readiness and reduce preventable mortality following TBI in LMICs. Strategic investment in digital health tools and policy standardization could be a high-yield, scalable approach to closing global neurosurgical care gaps and improving TBI outcomes in resource-limited settings.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145834259","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}
Pub Date : 2025-12-11DOI: 10.1177/08977151251405878
Nancy Temkin, Jason Barber, Joan Machamer, Kim Boase, Phillip Hwang, Yelena G Bodien, Joseph T Giacino, Michael A McCrea, Lindsay D Nelson, Geoff Manley, Sureyya Dikmen
The Glasgow Outcome Scale-Extended (GOSE) is the most frequently used outcome measure for traumatic brain injury (TBI) clinical trials. The GOSE may be administered several ways, the choice depending on the purpose of the research. For example, the GOSE can be administered to reflect functional limitations attributed to the overall injury, including extracranial injuries (GOSE-All), or to discount limitations attributed to extracranial injuries (GOSE-TBI). In this investigation, we assessed the effect of using GOSE-All versus GOSE-TBI in clinical trial design. We estimated the impact of the differences in assessment strategy on sample size and power for a clinical trial of an intervention that affects only TBI-related limitations. Inclusion criteria based on TBI severity and extracranial injury severity were examined, as were primary assessments at 2 weeks or 3, 6, or 12 months after injury. Data from 2,288 participants in the prospective observational Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) study were used to simulate the effects. If the trial were analyzed by a Mann-Whitney test comparing GOSE-All scores between treatment groups, sample size would need to increase 8-158% to account for the apparent decreased effect of a treatment that affects only the brain injury. If the sample size were not adjusted, power to detect a treatment effect would decrease from 80% to as low as 41%. If the outcome were dichotomized (favorable=GOSE 8 if including only patients with Glasgow Coma Scale [GCS]=13-15, GOSE 5-8 if GCS = 3-12), the sample size would need to increase 6-165%. The ratios of sample size are largest when the trial population consists of people with milder brain injuries and decrease with time since injury in those with GCS 13-15. It is crucial for researchers, given the aims of their studies, to decide in advance whether the classification of the GOSE should be based on effects attributed to the brain injury, despite the fact that extracranial injuries may not have allowed one to experience the extent of limitation due to the TBI, or all injuries, including extracranial injuries, and to power their studies accordingly. Instructions to the respondent and outcomes examiner need to be clear about what causes of disability are to be included. The assessment method should be accounted for in the power and sample size calculations, clearly indicated in the protocol and publications and documentation accompanying shared data, and emphasized in the training of the outcome examiners so all are collecting the desired information.
{"title":"Effect of Two Glasgow Outcome Scale-Extended Scoring Methods on Traumatic Brain Injury Clinical Trial Design: A TRACK-TBI Study.","authors":"Nancy Temkin, Jason Barber, Joan Machamer, Kim Boase, Phillip Hwang, Yelena G Bodien, Joseph T Giacino, Michael A McCrea, Lindsay D Nelson, Geoff Manley, Sureyya Dikmen","doi":"10.1177/08977151251405878","DOIUrl":"https://doi.org/10.1177/08977151251405878","url":null,"abstract":"<p><p>The Glasgow Outcome Scale-Extended (GOSE) is the most frequently used outcome measure for traumatic brain injury (TBI) clinical trials. The GOSE may be administered several ways, the choice depending on the purpose of the research. For example, the GOSE can be administered to reflect functional limitations attributed to the overall injury, including extracranial injuries (GOSE-All), or to discount limitations attributed to extracranial injuries (GOSE-TBI). In this investigation, we assessed the effect of using GOSE-All versus GOSE-TBI in clinical trial design. We estimated the impact of the differences in assessment strategy on sample size and power for a clinical trial of an intervention that affects only TBI-related limitations. Inclusion criteria based on TBI severity and extracranial injury severity were examined, as were primary assessments at 2 weeks or 3, 6, or 12 months after injury. Data from 2,288 participants in the prospective observational Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) study were used to simulate the effects. If the trial were analyzed by a Mann-Whitney test comparing GOSE-All scores between treatment groups, sample size would need to increase 8-158% to account for the apparent decreased effect of a treatment that affects only the brain injury. If the sample size were not adjusted, power to detect a treatment effect would decrease from 80% to as low as 41%. If the outcome were dichotomized (favorable=GOSE 8 if including only patients with Glasgow Coma Scale [GCS]=13-15, GOSE 5-8 if GCS = 3-12), the sample size would need to increase 6-165%. The ratios of sample size are largest when the trial population consists of people with milder brain injuries and decrease with time since injury in those with GCS 13-15. It is crucial for researchers, given the aims of their studies, to decide in advance whether the classification of the GOSE should be based on effects attributed to the brain injury, despite the fact that extracranial injuries may not have allowed one to experience the extent of limitation due to the TBI, or all injuries, including extracranial injuries, and to power their studies accordingly. Instructions to the respondent and outcomes examiner need to be clear about what causes of disability are to be included. The assessment method should be accounted for in the power and sample size calculations, clearly indicated in the protocol and publications and documentation accompanying shared data, and emphasized in the training of the outcome examiners so all are collecting the desired information.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145834213","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}