Pub Date : 2026-01-15DOI: 10.1007/s12028-025-02435-6
Twisha Bhardwaj, Brian L Edlow, Michael J Young
Patients with disorders of consciousness (DoC) characteristically lack decision-making capacity, a central challenge for shared decision-making, as surrogate decision-makers must navigate the uncertainties of making proxy care decisions. The element of uncertainty is especially prominent considering growing recognition of cognitive motor dissociation or covert consciousness, attributable to advances in neurotechnologies that enable the detection of signatures of responsiveness and recovery capacity that evade routine bedside detection. Professional society guidelines now recommend use of advanced neurotechnologies for some patients, marking their transition from investigational into guideline-directed clinical tests. Yet, advanced neurotechnologies themselves introduce uncertainties to the calculus of shared decision-making, particularly given a paucity of guidance on clinical translation. Through semistructured interviews, we examined attitudes of clinicians and family members of patients with potential covert consciousness during three stages of conversation regarding translation of advanced neurotechnologies into DoC practice. Although clinicians described weighing clinical, prognostic, and logistical factors when deciding to introduce advanced testing, most family members regarded clinicians as ethically obligated to offer advanced neurotechnologies in DoC assessment. There was near consensus that results of advanced neurotechnologies must be shared, even in research contexts. The majority of clinicians and family members posited that results of advanced neurotechnologies should be communicated in ways that are sensitive to families' understanding, background, receptiveness to information, and anticipated decision-making role, and they valued transparency regarding the limitations and uncertainties inherent to these modalities. Clinicians placed higher weight on positive rather than negative results. Half of family members reported that results of advanced neurotechnologies impacted care decisions for their loved ones with DoC. Our findings reveal key points of convergence and divergence between clinicians and family members throughout stages of decision-making, grounding an ethically informed discussion guide that clinicians may use as a roadmap to support shared decision-making in this emerging context.
{"title":"From fMRI to Family Meeting: Clinician and Family Perspectives on Neurotechnology-Informed Shared Decision-Making in Disorders of Consciousness.","authors":"Twisha Bhardwaj, Brian L Edlow, Michael J Young","doi":"10.1007/s12028-025-02435-6","DOIUrl":"https://doi.org/10.1007/s12028-025-02435-6","url":null,"abstract":"<p><p>Patients with disorders of consciousness (DoC) characteristically lack decision-making capacity, a central challenge for shared decision-making, as surrogate decision-makers must navigate the uncertainties of making proxy care decisions. The element of uncertainty is especially prominent considering growing recognition of cognitive motor dissociation or covert consciousness, attributable to advances in neurotechnologies that enable the detection of signatures of responsiveness and recovery capacity that evade routine bedside detection. Professional society guidelines now recommend use of advanced neurotechnologies for some patients, marking their transition from investigational into guideline-directed clinical tests. Yet, advanced neurotechnologies themselves introduce uncertainties to the calculus of shared decision-making, particularly given a paucity of guidance on clinical translation. Through semistructured interviews, we examined attitudes of clinicians and family members of patients with potential covert consciousness during three stages of conversation regarding translation of advanced neurotechnologies into DoC practice. Although clinicians described weighing clinical, prognostic, and logistical factors when deciding to introduce advanced testing, most family members regarded clinicians as ethically obligated to offer advanced neurotechnologies in DoC assessment. There was near consensus that results of advanced neurotechnologies must be shared, even in research contexts. The majority of clinicians and family members posited that results of advanced neurotechnologies should be communicated in ways that are sensitive to families' understanding, background, receptiveness to information, and anticipated decision-making role, and they valued transparency regarding the limitations and uncertainties inherent to these modalities. Clinicians placed higher weight on positive rather than negative results. Half of family members reported that results of advanced neurotechnologies impacted care decisions for their loved ones with DoC. Our findings reveal key points of convergence and divergence between clinicians and family members throughout stages of decision-making, grounding an ethically informed discussion guide that clinicians may use as a roadmap to support shared decision-making in this emerging context.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145990091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15DOI: 10.1007/s12028-025-02439-2
Friso P Mulder, Jeroen T J M van Dijck, Samuel A Corper, Rick J G Vreeburg, Wouter A Moojen
Background: Aneurysmal subarachnoid hemorrhage (aSAH) is a severe condition associated with significant morbidity, mortality, and disability. In-hospital care of aSAH is complex and resource intensive, posing substantial financial challenges to health care systems. To support efficient resource allocation, health policy decision-making, and care optimization, this systematic review aimed to assess and synthesize literature on direct in-hospital costs of aSAH management.
Methods: A comprehensive search was performed in July 2025 across PubMed, Medline, Web of Science, Cochrane Library, Emcare, Embase (Ovid), and PsycINFO to identify studies reporting direct in-hospital costs related to aSAH. Reporting completeness and risk of bias were assessed using the Consolidated Health Economic Evaluation Reporting Standards 2022 and the Joanna Briggs Institute checklists. Reported costs were narratively synthesized and converted to 2024 US dollars using the CCEMG-EPPI-Centre Cost Converter. In addition, a random-effects meta-analysis was conducted to compare in-hospital costs between surgical clipping and endovascular coiling.
Results: The database search identified 1,591 articles, of which 30 were included. The average reporting completeness was 74% (range 46-91%) and methodological quality 76% (range 41-100%). Reported in-hospital costs ranged from $11,884 to $459,579 (median $68,711), being the highest in North America, followed by Europe and Asia. Costs as a percentage of gross domestic product per capita ranged from 35 to 639%. Key cost drivers included length of stay, clinical severity, and complications. The meta-analysis found no significant cost difference between clipping and coiling (mean difference $3,057, 95% confidence interval -$11,597 to $17,710).
Conclusions: In-hospital costs for aSAH management are substantial and vary widely due to differences in health care systems, study methodology, and clinical practices. The quality of economic evaluations remains inconsistent, underscoring the need for more standardized and transparent methodologies. As global health care spending increases, high-quality economic evidence is essential for equitable and sustainable care.
背景:动脉瘤性蛛网膜下腔出血(aSAH)是一种严重的疾病,具有显著的发病率、死亡率和致残率。aSAH的住院治疗复杂且资源密集,给卫生保健系统带来了巨大的财政挑战。为了支持有效的资源配置、卫生政策决策和护理优化,本系统综述旨在评估和综合有关aSAH管理的直接院内成本的文献。方法:于2025年7月在PubMed、Medline、Web of Science、Cochrane Library、Emcare、Embase (Ovid)和PsycINFO上进行全面检索,以确定报告与aSAH直接相关的住院费用的研究。使用综合健康经济评估报告标准2022和乔安娜布里格斯研究所核对表评估报告的完整性和偏倚风险。使用CCEMG-EPPI-Centre成本转换器对报告的成本进行叙述综合并转换为2024美元。此外,还进行了随机效应荟萃分析,比较手术夹夹和血管内盘绕之间的住院费用。结果:数据库检索到1591篇文章,其中30篇被收录。报告的平均完整性为74%(范围46-91%),方法学质量为76%(范围41-100%)。报告的住院费用从11,884美元到459,579美元不等(中位数为68,711美元),北美最高,其次是欧洲和亚洲。成本占人均国内生产总值的比例从35%到639%不等。主要的费用驱动因素包括住院时间、临床严重程度和并发症。荟萃分析发现夹钳和卷取的成本没有显著差异(平均差异为3057美元,95%置信区间为11597美元至17710美元)。结论:aSAH管理的住院费用是巨大的,并且由于卫生保健系统、研究方法和临床实践的差异而差异很大。经济评价的质量仍然不一致,强调需要更标准化和透明的方法。随着全球卫生保健支出的增加,高质量的经济证据对于公平和可持续的保健至关重要。
{"title":"Systematic Review of Direct Hospital Costs Associated with Aneurysmal Subarachnoid Hemorrhage Management.","authors":"Friso P Mulder, Jeroen T J M van Dijck, Samuel A Corper, Rick J G Vreeburg, Wouter A Moojen","doi":"10.1007/s12028-025-02439-2","DOIUrl":"https://doi.org/10.1007/s12028-025-02439-2","url":null,"abstract":"<p><strong>Background: </strong>Aneurysmal subarachnoid hemorrhage (aSAH) is a severe condition associated with significant morbidity, mortality, and disability. In-hospital care of aSAH is complex and resource intensive, posing substantial financial challenges to health care systems. To support efficient resource allocation, health policy decision-making, and care optimization, this systematic review aimed to assess and synthesize literature on direct in-hospital costs of aSAH management.</p><p><strong>Methods: </strong>A comprehensive search was performed in July 2025 across PubMed, Medline, Web of Science, Cochrane Library, Emcare, Embase (Ovid), and PsycINFO to identify studies reporting direct in-hospital costs related to aSAH. Reporting completeness and risk of bias were assessed using the Consolidated Health Economic Evaluation Reporting Standards 2022 and the Joanna Briggs Institute checklists. Reported costs were narratively synthesized and converted to 2024 US dollars using the CCEMG-EPPI-Centre Cost Converter. In addition, a random-effects meta-analysis was conducted to compare in-hospital costs between surgical clipping and endovascular coiling.</p><p><strong>Results: </strong>The database search identified 1,591 articles, of which 30 were included. The average reporting completeness was 74% (range 46-91%) and methodological quality 76% (range 41-100%). Reported in-hospital costs ranged from $11,884 to $459,579 (median $68,711), being the highest in North America, followed by Europe and Asia. Costs as a percentage of gross domestic product per capita ranged from 35 to 639%. Key cost drivers included length of stay, clinical severity, and complications. The meta-analysis found no significant cost difference between clipping and coiling (mean difference $3,057, 95% confidence interval -$11,597 to $17,710).</p><p><strong>Conclusions: </strong>In-hospital costs for aSAH management are substantial and vary widely due to differences in health care systems, study methodology, and clinical practices. The quality of economic evaluations remains inconsistent, underscoring the need for more standardized and transparent methodologies. As global health care spending increases, high-quality economic evidence is essential for equitable and sustainable care.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145990022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15DOI: 10.1007/s12028-025-02438-3
Mónica Maldonado-Luna, Gemma Urbanos, Ana M Castaño-León, Andreea E Baciu, Luis Miguel Moreno-Gómez, Guillermo García-Posadas, Leandro Tosi, Carlos Loynaz-Cardona, Alfonso Lagares
Background: Aneurysmal subarachnoid hemorrhage (aSAH) carries high morbidity and mortality. The Subarachnoid Hemorrhage Early Brain Edema Score (SEBES) and its extended version SEBES 6c are computed tomography (CT)-based markers of early brain edema, but their prognostic value remains uncertain. Radiomics enables quantitative characterization of imaging features beyond the visual assessment. Our objective was to compare the predictive performance of SEBES, SEBES 6c, a radiomic SEBES surrogate, and outcome-specific radiomic models for functional outcome, vasospasm, and hydrocephalus after aSAH.
Methods: We retrospectively analyzed 405 patients with aSAH (2007-2024). SEBES and SEBES 6c were visually scored on admission CT scans by anonymized observers. Radiomic features were extracted from gray and white matter, and models were trained either to reproduce SEBES (radiomic SEBES) or to directly predict outcomes. Multivariable analyses combined radiomic and clinical variables to assess prognostic performance. Model generalizability was additionally evaluated in an independent external cohort.
Results: SEBES and SEBES 6c alone showed poor discrimination for six-month functional outcome and lost significance after adjustment for World Federation of Neurological Surgeons and modified Fisher scores. The radiomic SEBES model accurately replicated the visual score but did not predict clinical outcomes. In contrast, outcome-specific radiomic models improved discrimination, particularly when combined with clinical variables, achieving the best predictive accuracy. When applied to the external cohort, the radiomics and clinical model preserved its discriminative ability, demonstrating robustness across data sets.
Conclusions: SEBES and SEBES 6c reflect visible CT edema but provide limited independent prognostic information. Radiomics offers a quantitative and reproducible alternative that complements, rather than replaces, clinical assessment. Outcome-specific radiomic models, especially when integrated with established clinical variables, show promise for improving prognostic stratification after aSAH, although external multicenter validation remains essential.
{"title":"Radiomics Versus the Human Eye: Rethinking SEBES for Prognostic Stratification in Aneurysmal Subarachnoid Hemorrhage.","authors":"Mónica Maldonado-Luna, Gemma Urbanos, Ana M Castaño-León, Andreea E Baciu, Luis Miguel Moreno-Gómez, Guillermo García-Posadas, Leandro Tosi, Carlos Loynaz-Cardona, Alfonso Lagares","doi":"10.1007/s12028-025-02438-3","DOIUrl":"https://doi.org/10.1007/s12028-025-02438-3","url":null,"abstract":"<p><strong>Background: </strong>Aneurysmal subarachnoid hemorrhage (aSAH) carries high morbidity and mortality. The Subarachnoid Hemorrhage Early Brain Edema Score (SEBES) and its extended version SEBES 6c are computed tomography (CT)-based markers of early brain edema, but their prognostic value remains uncertain. Radiomics enables quantitative characterization of imaging features beyond the visual assessment. Our objective was to compare the predictive performance of SEBES, SEBES 6c, a radiomic SEBES surrogate, and outcome-specific radiomic models for functional outcome, vasospasm, and hydrocephalus after aSAH.</p><p><strong>Methods: </strong>We retrospectively analyzed 405 patients with aSAH (2007-2024). SEBES and SEBES 6c were visually scored on admission CT scans by anonymized observers. Radiomic features were extracted from gray and white matter, and models were trained either to reproduce SEBES (radiomic SEBES) or to directly predict outcomes. Multivariable analyses combined radiomic and clinical variables to assess prognostic performance. Model generalizability was additionally evaluated in an independent external cohort.</p><p><strong>Results: </strong>SEBES and SEBES 6c alone showed poor discrimination for six-month functional outcome and lost significance after adjustment for World Federation of Neurological Surgeons and modified Fisher scores. The radiomic SEBES model accurately replicated the visual score but did not predict clinical outcomes. In contrast, outcome-specific radiomic models improved discrimination, particularly when combined with clinical variables, achieving the best predictive accuracy. When applied to the external cohort, the radiomics and clinical model preserved its discriminative ability, demonstrating robustness across data sets.</p><p><strong>Conclusions: </strong>SEBES and SEBES 6c reflect visible CT edema but provide limited independent prognostic information. Radiomics offers a quantitative and reproducible alternative that complements, rather than replaces, clinical assessment. Outcome-specific radiomic models, especially when integrated with established clinical variables, show promise for improving prognostic stratification after aSAH, although external multicenter validation remains essential.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145990062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1007/s12028-025-02422-x
Emma L Mazzio, Eva Catenaccio, Raymond Liu, Arastoo Vossough, Nicholas S Abend, Alicia Alcamo, Jimmy W Huh, Shih-Shan Lang, Robert A Berg, Alexis A Topjian, Craig Press, Matthew P Kirschen
Background: Electroencephalography (EEG) is a critical tool for neuromonitoring and neuroprognostication in children with acute brain injury. Quantitative EEG (qEEG), particularly the alpha-delta ratio (ADR), can detect worsening cerebral ischemia in adults, but it is unknown whether it can identify more subtle and transient changes in cerebral blood flow, such as those induced by hypertonic saline (HTS), in children with acute brain injury. We aimed to determine whether we could identify a cohort of patients with an ADR response to HTS and to evaluate the association between an ADR response and neurologic outcomes in critically ill children with acute brain injury.
Methods: We conducted a retrospective cohort study of patients admitted to a pediatric intensive care unit with acute brain injury who received HTS during EEG monitoring from 2018 to 2023. The ADR was calculated before and after HTS administration. An ADR response was defined as a > 20% increase from baseline to within 30 min of receiving HTS in either hemisphere. The primary outcome was survival with favorable neurologic outcome, defined as a Functional Status Scale score change < 3 from prehospital baseline to discharge. Secondary outcome was survival to hospital discharge.
Results: Among 87 patients (median age 10 years [interquartile range 3.6-14.5], 46% female), 28% (24 of 87) had an ADR response to HTS. ADR responders were older (12.9 vs. 8.0 years; p = 0.004) and more likely to have continuous, normal-voltage EEG backgrounds (67% vs. 40%; p = 0.006). Patients with an ADR response had four times increased odds of favorable outcome and survival (odds ratio [OR] 4.0 [95% confidence interval (CI) 1.3-12.7] and OR 3.9 [95% CI 1.0-10.7], respectively).
Conclusions: An ADR increase > 20% following HTS was associated with increased odds of survival with favorable neurologic outcome and survival to hospital discharge in critically ill pediatric patients with acute brain injury. qEEG response to HTS may serve as a real-time, noninvasive biomarker of cerebral perfusion responsiveness.
背景:脑电图(EEG)是急性脑损伤儿童神经监测和神经预后的重要工具。定量脑电图(qEEG),特别是α - δ比(ADR),可以检测成人脑缺血恶化,但它是否能识别急性脑损伤儿童脑血流更细微和短暂的变化,如高渗盐水(HTS)引起的脑血流变化,尚不清楚。我们的目的是确定我们是否可以确定一组对HTS有不良反应的患者,并评估急性脑损伤重症儿童的不良反应与神经系统预后之间的关系。方法:我们对2018年至2023年入住儿科重症监护病房的急性脑损伤患者进行了回顾性队列研究,这些患者在EEG监测期间接受了HTS。计算HTS给药前后的ADR。不良反应反应被定义为在任何半球接受HTS治疗后30分钟内较基线增加bb0 - 20%。结果:87例患者(中位年龄10岁[四分位数范围3.6-14.5],46%为女性)中,28%(87例患者中的24例)对HTS有不良反应。不良反应反应者年龄较大(12.9岁vs 8.0岁;p = 0.004),且更有可能具有连续、正常电压的脑电图背景(67% vs 40%; p = 0.006)。出现不良反应的患者获得良好结果和生存的几率增加了4倍(比值比[OR] 4.0[95%可信区间(CI) 1.3-12.7]和OR 3.9 [95% CI 1.0-10.7])。结论:急性脑损伤重症儿童患者在HTS后不良反应增加20%,与神经系统预后良好的生存率和出院生存率增加相关。qEEG对HTS的反应可作为脑灌注反应的实时、无创生物标志物。
{"title":"Association of EEG Response to Hypertonic Saline and Neurologic Outcomes in Pediatric Acute Brain Injury.","authors":"Emma L Mazzio, Eva Catenaccio, Raymond Liu, Arastoo Vossough, Nicholas S Abend, Alicia Alcamo, Jimmy W Huh, Shih-Shan Lang, Robert A Berg, Alexis A Topjian, Craig Press, Matthew P Kirschen","doi":"10.1007/s12028-025-02422-x","DOIUrl":"10.1007/s12028-025-02422-x","url":null,"abstract":"<p><strong>Background: </strong>Electroencephalography (EEG) is a critical tool for neuromonitoring and neuroprognostication in children with acute brain injury. Quantitative EEG (qEEG), particularly the alpha-delta ratio (ADR), can detect worsening cerebral ischemia in adults, but it is unknown whether it can identify more subtle and transient changes in cerebral blood flow, such as those induced by hypertonic saline (HTS), in children with acute brain injury. We aimed to determine whether we could identify a cohort of patients with an ADR response to HTS and to evaluate the association between an ADR response and neurologic outcomes in critically ill children with acute brain injury.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study of patients admitted to a pediatric intensive care unit with acute brain injury who received HTS during EEG monitoring from 2018 to 2023. The ADR was calculated before and after HTS administration. An ADR response was defined as a > 20% increase from baseline to within 30 min of receiving HTS in either hemisphere. The primary outcome was survival with favorable neurologic outcome, defined as a Functional Status Scale score change < 3 from prehospital baseline to discharge. Secondary outcome was survival to hospital discharge.</p><p><strong>Results: </strong>Among 87 patients (median age 10 years [interquartile range 3.6-14.5], 46% female), 28% (24 of 87) had an ADR response to HTS. ADR responders were older (12.9 vs. 8.0 years; p = 0.004) and more likely to have continuous, normal-voltage EEG backgrounds (67% vs. 40%; p = 0.006). Patients with an ADR response had four times increased odds of favorable outcome and survival (odds ratio [OR] 4.0 [95% confidence interval (CI) 1.3-12.7] and OR 3.9 [95% CI 1.0-10.7], respectively).</p><p><strong>Conclusions: </strong>An ADR increase > 20% following HTS was associated with increased odds of survival with favorable neurologic outcome and survival to hospital discharge in critically ill pediatric patients with acute brain injury. qEEG response to HTS may serve as a real-time, noninvasive biomarker of cerebral perfusion responsiveness.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145934488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1007/s12028-025-02436-5
Andrea Loggini, Adnan I Qureshi, Faddi G Saleh Velez, Victor J Del Brutto, Awni D Shahait, Amber Schwertman, Christos Lazaridis, Maria Vargas, Chiara Robba, Denise Battaglini
Background: The appropriate timing of tracheostomy in patients with brain injury is debated, with differing opinions on how to improve patient outcomes and limit complications. This study aims to evaluate the association between timing of tracheostomy and resource use (length of stay, hospitalization cost), in-hospital complications (sepsis, acute kidney injury, deep vein thrombosis, pulmonary embolism, ventilator-associated pneumonia, and acute respiratory distress syndrome), and mortality in mechanically ventilated patients with nontraumatic intracerebral hemorrhage (ICH).
Methods: Using the National Inpatient Sample (2012-2022), we identified adult patients with ICH who underwent mechanical ventilation and tracheostomy. Early tracheostomy (ET) was defined as tracheostomy performed within the first 7 days of admission. Clinical variables included demographics, comorbidities, ICH severity markers, and neurosurgical procedures. Outcomes included hospital complications, length of stay, hospitalization cost, and mortality. Propensity score matching (PSM) was applied to adjust for baseline differences, followed by logistic regression analyses to assess outcomes. Subgroup analyses by medically and surgically managed ICHs and age groups were conducted.
Results: Of 3,342 patients with ICH included in the study, 509 (15.2%) underwent ET. Compared to deferred tracheostomy, ET patients were younger (58 [interquartile range (IQR) 49-69] vs. 60 [IQR 51-70] years, p = 0.027) and had a higher rate of hypertension (76% vs. 69.9%, p = 0.005). After 1:1 PSM, ET was associated with reduced risk of sepsis (odds ratio [OR] 0.665, 95% confidence interval [CI] 0.502-0.881, p = 0.004), lower odds of prolonged hospitalization (OR 0.59, 95% CI 0.423-0.823, p = 0.002), and lower hospitalization cost (OR 0.696, 95% CI 0.504-0.961, p = 0.028). There was no significant association with in-hospital mortality. Subgroup analyses demonstrated consistent associations between ET and lower resource use, except in older adults (≥ 80 years). The reduced risk of sepsis was only observed among medically managed patients with ICH and younger individuals.
Conclusions: In patients with ICH requiring mechanical ventilation, ET is associated with shorter length of stay and lower hospitalization cost, except among older adults, without any association with in-hospital mortality. These findings support ET as a potentially beneficial strategy for improving resource efficiency in this patient population.
背景:脑损伤患者气管切开术的合适时机存在争议,对于如何改善患者预后和限制并发症存在不同意见。本研究旨在评估气管切开术时机与非外伤性脑出血(ICH)机械通气患者资源使用(住院时间、住院费用)、院内并发症(脓毒症、急性肾损伤、深静脉血栓形成、肺栓塞、呼吸机相关性肺炎、急性呼吸窘迫综合征)和死亡率的关系。方法:使用全国住院患者样本(2012-2022),我们确定了接受机械通气和气管切开术的成年脑出血患者。早期气管造口术(ET)定义为在入院前7天内进行的气管造口术。临床变量包括人口统计学、合并症、脑出血严重程度标记物和神经外科手术。结果包括医院并发症、住院时间、住院费用和死亡率。采用倾向评分匹配(PSM)来调整基线差异,然后进行逻辑回归分析来评估结果。按医学和外科管理的ICHs和年龄分组进行亚组分析。结果:在研究中纳入的3342例脑出血患者中,509例(15.2%)接受了ET治疗。与延期气管切开术相比,ET患者更年轻(58[四分位数间距(IQR) 49-69]对60 [IQR 51-70]岁,p = 0.027),高血压发生率更高(76%对69.9%,p = 0.005)。1:1 PSM后,ET与脓毒症风险降低相关(比值比[OR] 0.665, 95%可信区间[CI] 0.502-0.881, p = 0.004),住院时间延长相关(OR 0.59, 95% CI 0.423-0.823, p = 0.002),住院费用降低相关(OR 0.696, 95% CI 0.504-0.961, p = 0.028)。与住院死亡率无显著关联。亚组分析表明,除了老年人(≥80岁)外,ET与较低的资源利用之间存在一致的关联。脓毒症的风险降低仅在医学管理的脑出血患者和年轻人中观察到。结论:在需要机械通气的脑出血患者中,除老年人外,ET与较短的住院时间和较低的住院费用相关,而与院内死亡率无关。这些发现支持ET作为一种潜在的有益策略来提高该患者群体的资源效率。
{"title":"Early Tracheostomy in Patients with Nontraumatic Intracerebral Hemorrhage is Associated with Lower in-Hospital Complications and Reduced Resource Use Without Increased Mortality.","authors":"Andrea Loggini, Adnan I Qureshi, Faddi G Saleh Velez, Victor J Del Brutto, Awni D Shahait, Amber Schwertman, Christos Lazaridis, Maria Vargas, Chiara Robba, Denise Battaglini","doi":"10.1007/s12028-025-02436-5","DOIUrl":"https://doi.org/10.1007/s12028-025-02436-5","url":null,"abstract":"<p><strong>Background: </strong>The appropriate timing of tracheostomy in patients with brain injury is debated, with differing opinions on how to improve patient outcomes and limit complications. This study aims to evaluate the association between timing of tracheostomy and resource use (length of stay, hospitalization cost), in-hospital complications (sepsis, acute kidney injury, deep vein thrombosis, pulmonary embolism, ventilator-associated pneumonia, and acute respiratory distress syndrome), and mortality in mechanically ventilated patients with nontraumatic intracerebral hemorrhage (ICH).</p><p><strong>Methods: </strong>Using the National Inpatient Sample (2012-2022), we identified adult patients with ICH who underwent mechanical ventilation and tracheostomy. Early tracheostomy (ET) was defined as tracheostomy performed within the first 7 days of admission. Clinical variables included demographics, comorbidities, ICH severity markers, and neurosurgical procedures. Outcomes included hospital complications, length of stay, hospitalization cost, and mortality. Propensity score matching (PSM) was applied to adjust for baseline differences, followed by logistic regression analyses to assess outcomes. Subgroup analyses by medically and surgically managed ICHs and age groups were conducted.</p><p><strong>Results: </strong>Of 3,342 patients with ICH included in the study, 509 (15.2%) underwent ET. Compared to deferred tracheostomy, ET patients were younger (58 [interquartile range (IQR) 49-69] vs. 60 [IQR 51-70] years, p = 0.027) and had a higher rate of hypertension (76% vs. 69.9%, p = 0.005). After 1:1 PSM, ET was associated with reduced risk of sepsis (odds ratio [OR] 0.665, 95% confidence interval [CI] 0.502-0.881, p = 0.004), lower odds of prolonged hospitalization (OR 0.59, 95% CI 0.423-0.823, p = 0.002), and lower hospitalization cost (OR 0.696, 95% CI 0.504-0.961, p = 0.028). There was no significant association with in-hospital mortality. Subgroup analyses demonstrated consistent associations between ET and lower resource use, except in older adults (≥ 80 years). The reduced risk of sepsis was only observed among medically managed patients with ICH and younger individuals.</p><p><strong>Conclusions: </strong>In patients with ICH requiring mechanical ventilation, ET is associated with shorter length of stay and lower hospitalization cost, except among older adults, without any association with in-hospital mortality. These findings support ET as a potentially beneficial strategy for improving resource efficiency in this patient population.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145934481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1007/s12028-025-02434-7
Shawn R Eagle, Regan Shanahan, Jaeyong Shim, Mark A MacLean, Anna Slingerland, Shovan Bhatia, Michael R Kann, Tyler Augi, Ava Puccio, David O Okonkwo
Background: We sought to assess the prognostic value of incorporating daily inpatient physiological biomarker trajectories to the International Mission for Prognosis and Analysis of Clinical Trials in TBI (IMPACT) model for mortality and morbidity six months after severe traumatic brain injury (TBI).
Methods: Patients with severe TBI (presenting Glasgow Coma Scale ≤ 8) were prospectively collected in a single-center database (n = 598). Morbidity (yes/no) was defined as Glasgow Outcome Scale Extended of 1-4. Daily blood labs (e.g., glucose, sodium, platelets, hemoglobin, neutrophils, lymphocytes, creatinine, blood urea nitrogen) were extracted for the first 14 days after injury. IMPACT was compared with IMPACT-extended (IMPACT + daily lab trajectories) for area under the curve (AUC). Net reclassification index (NRI) assessed the number of correctly reclassified cases for IMPACT-extended compared with IMPACT.
Results: IMPACT-extended had a better AUC than IMPACT for mortality (AUC 0.93 vs. 0.84, P < 0.001) and morbidity (AUC 0.84 vs. 0.80, P < 0.001). NRI analyses revealed IMPACT-extended improved correct classifications of patients who survived to 6 months by 41%. NRI analyses revealed that IMPACT-extended modestly improved correct classification of controls by 4% compared with IMPACT.
Conclusions: Incorporating trajectories for daily blood biomarkers of physiological function significantly improves the discrimination and clinically relevant performance of existing prognostic models for both morbidity and mortality six months following severe TBI.
背景:我们试图评估将每日住院生理生物标志物轨迹纳入国际创伤性脑损伤临床试验预后和分析任务(IMPACT)模型中对严重创伤性脑损伤(TBI)后6个月死亡率和发病率的预测价值。方法:前瞻性收集重度TBI患者(Glasgow昏迷评分≤8),纳入单中心数据库(n = 598)。发病率(是/否)定义为格拉斯哥结局量表扩展1-4。取伤后第14天的日常血检(如葡萄糖、钠、血小板、血红蛋白、中性粒细胞、淋巴细胞、肌酐、尿素氮)。将IMPACT与IMPACT-extended (IMPACT +每日实验室轨迹)的曲线下面积(AUC)进行比较。净重分类指数(NRI)评估了与IMPACT相比,IMPACT扩展的正确重分类病例的数量。结果:IMPACT-extended在死亡率方面的AUC优于IMPACT (AUC 0.93 vs. 0.84, P)。结论:纳入生理功能每日血液生物标志物的轨迹可显著提高现有预测模型在严重TBI后6个月发病率和死亡率方面的区别和临床相关性能。
{"title":"Trajectories of daily inpatient blood biomarkers of physiological function improve mortality and morbidity prognostic model performance for patients with severe traumatic brain injury.","authors":"Shawn R Eagle, Regan Shanahan, Jaeyong Shim, Mark A MacLean, Anna Slingerland, Shovan Bhatia, Michael R Kann, Tyler Augi, Ava Puccio, David O Okonkwo","doi":"10.1007/s12028-025-02434-7","DOIUrl":"https://doi.org/10.1007/s12028-025-02434-7","url":null,"abstract":"<p><strong>Background: </strong>We sought to assess the prognostic value of incorporating daily inpatient physiological biomarker trajectories to the International Mission for Prognosis and Analysis of Clinical Trials in TBI (IMPACT) model for mortality and morbidity six months after severe traumatic brain injury (TBI).</p><p><strong>Methods: </strong>Patients with severe TBI (presenting Glasgow Coma Scale ≤ 8) were prospectively collected in a single-center database (n = 598). Morbidity (yes/no) was defined as Glasgow Outcome Scale Extended of 1-4. Daily blood labs (e.g., glucose, sodium, platelets, hemoglobin, neutrophils, lymphocytes, creatinine, blood urea nitrogen) were extracted for the first 14 days after injury. IMPACT was compared with IMPACT-extended (IMPACT + daily lab trajectories) for area under the curve (AUC). Net reclassification index (NRI) assessed the number of correctly reclassified cases for IMPACT-extended compared with IMPACT.</p><p><strong>Results: </strong>IMPACT-extended had a better AUC than IMPACT for mortality (AUC 0.93 vs. 0.84, P < 0.001) and morbidity (AUC 0.84 vs. 0.80, P < 0.001). NRI analyses revealed IMPACT-extended improved correct classifications of patients who survived to 6 months by 41%. NRI analyses revealed that IMPACT-extended modestly improved correct classification of controls by 4% compared with IMPACT.</p><p><strong>Conclusions: </strong>Incorporating trajectories for daily blood biomarkers of physiological function significantly improves the discrimination and clinically relevant performance of existing prognostic models for both morbidity and mortality six months following severe TBI.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145934515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1007/s12028-025-02425-8
Dominik Madzar, Venkatakrishna Rajajee, Susanne Muehlschlegel, Katja E Wartenberg, Sheila A Alexander, Katharina M Busl, Claire J Creutzfeldt, Gabriel V Fontaine, David Y Hwang, Keri S Kim, Dea Mahanes, Shraddha Mainali, Juergen Meixensberger, Oliver W Sakowitz, Panayiotis N Varelas, Christian Weimar, Thomas Westermaier, Sara E Hocker
Background: Status epilepticus (SE) is a heterogeneous disorder with significant morbidity and mortality. This guideline provides broad principles of neuroprognostication and recommendations on the reliability of clinical predictors of outcome that clinicians may consider when counseling surrogate decision-makers of patients with SE.
Methods: This narrative systematic review used Grading of Recommendations Assessment, Development and Evaluation methodology. Good practice recommendations addressed essential principles of neuroprognostication. Candidate predictors, including clinical variables and prediction models, were selected based on clinical relevance and the availability of appropriate evidence. The question was: "When counseling surrogates of patients with SE, should [predictor, with time of assessment if appropriate] be considered a reliable predictor of [outcome] assessed at [time point]?" Outcomes were selected and rated by the panel. Screening criteria were used to exclude smaller and lower-quality studies. Following construction of the evidence profile and summary of findings, recommendations were based on four Grading of Recommendations Assessment, Development and Evaluation criteria: quality of evidence, balance of desirable and undesirable consequences, values and preferences, and resource use.
Results: Good practice recommendations include establishing appropriate long-term goals with surrogates of patients with SE that may extend beyond seizure control alone, setting expectations for recovery in patients with refractory/super-refractory SE, using predictors specific to underlying pathologies as a basis for neuroprognostication, considering potential confounders, and deferring neuroprognostication in cases of unclear etiology until appropriate diagnostic evaluation is performed. Nine clinical variables and two prediction models were selected. A sufficient body of evidence was available only for the prediction of mortality. Forty-two articles met the eligibility criteria for guiding recommendations. None of the variables and models selected were identified as reliable predictors of mortality in patients with SE.
Conclusions: This guideline provides broad principles for neuroprognostication and recommendations on the reliability of predictors of in-hospital mortality in the context of counseling surrogates of patients with SE.
{"title":"Guidelines for Neuroprognostication in Critically Ill Adults with Status Epilepticus.","authors":"Dominik Madzar, Venkatakrishna Rajajee, Susanne Muehlschlegel, Katja E Wartenberg, Sheila A Alexander, Katharina M Busl, Claire J Creutzfeldt, Gabriel V Fontaine, David Y Hwang, Keri S Kim, Dea Mahanes, Shraddha Mainali, Juergen Meixensberger, Oliver W Sakowitz, Panayiotis N Varelas, Christian Weimar, Thomas Westermaier, Sara E Hocker","doi":"10.1007/s12028-025-02425-8","DOIUrl":"https://doi.org/10.1007/s12028-025-02425-8","url":null,"abstract":"<p><strong>Background: </strong>Status epilepticus (SE) is a heterogeneous disorder with significant morbidity and mortality. This guideline provides broad principles of neuroprognostication and recommendations on the reliability of clinical predictors of outcome that clinicians may consider when counseling surrogate decision-makers of patients with SE.</p><p><strong>Methods: </strong>This narrative systematic review used Grading of Recommendations Assessment, Development and Evaluation methodology. Good practice recommendations addressed essential principles of neuroprognostication. Candidate predictors, including clinical variables and prediction models, were selected based on clinical relevance and the availability of appropriate evidence. The question was: \"When counseling surrogates of patients with SE, should [predictor, with time of assessment if appropriate] be considered a reliable predictor of [outcome] assessed at [time point]?\" Outcomes were selected and rated by the panel. Screening criteria were used to exclude smaller and lower-quality studies. Following construction of the evidence profile and summary of findings, recommendations were based on four Grading of Recommendations Assessment, Development and Evaluation criteria: quality of evidence, balance of desirable and undesirable consequences, values and preferences, and resource use.</p><p><strong>Results: </strong>Good practice recommendations include establishing appropriate long-term goals with surrogates of patients with SE that may extend beyond seizure control alone, setting expectations for recovery in patients with refractory/super-refractory SE, using predictors specific to underlying pathologies as a basis for neuroprognostication, considering potential confounders, and deferring neuroprognostication in cases of unclear etiology until appropriate diagnostic evaluation is performed. Nine clinical variables and two prediction models were selected. A sufficient body of evidence was available only for the prediction of mortality. Forty-two articles met the eligibility criteria for guiding recommendations. None of the variables and models selected were identified as reliable predictors of mortality in patients with SE.</p><p><strong>Conclusions: </strong>This guideline provides broad principles for neuroprognostication and recommendations on the reliability of predictors of in-hospital mortality in the context of counseling surrogates of patients with SE.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145934548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1007/s12028-025-02421-y
Sai Du, Chao Zhang, Liansheng Mou, Liang Tan, Xiong Wang, Yong Wu, Yi Huang, Rongrui Tang, Xiaoyan Zhou, Chuhua Fu
Background: To develop and validate the first nomogram for the individualized risk assessment of posthemorrhagic chronic hydrocephalus in patients with intraventricular hemorrhage (IVH).
Methods: This multicenter retrospective cohort study analyzed clinical data from patients with IVH treated at seven centers in China between December 2020 and December 2022. The study population specifically comprised patients whose external ventricular drain management was limited to a maximum of 2 weeks, without shunt placement during this period. Patients were randomly categorized into training and validation sets (7:3 ratio). Key predictors were identified using LASSO regression and multivariable logistic regression. Model performance was assessed via the C-index, area under the receiver operating characteristic curve, calibration curves, and decision curve analysis.
Results: A total of 280 patients were included in the study, of whom 82 (29.3%) developed chronic hydrocephalus. Three risk factors, including acute hydrocephalus, ventricular hematoma volume at 24 h, and parenchymal hematoma volume on admission, were identified as significant determinants for chronic hydrocephalus. The nomogram demonstrated robust discriminative ability, with a C-index of 0.850 (95% confidence interval [CI] 0.791-0.909) in the training cohort and 0.785 (95% CI 0.649-0.922) in the validation cohort, surpassing the threshold of 0.70 for clinical utility. The area under the receiver operating characteristic curve was found to be 0.826 (95% CI 0.756-0.896) in the training set and 0.785 (95% CI 0.661-0.910) in the validation set. Furthermore, calibration curves and the Hosmer-Lemeshow test revealed favorable agreement between the nomogram model and actual observations. Decision curve analysis indicated that the nomogram provided clinical net benefit across threshold probabilities ranging from 8 to 80% in the training set and from 18 to 95% in the validation set.
Conclusions: This study developed and validated the first nomogram for assessing the risk of posthemorrhagic chronic hydrocephalus in patients with IVH, providing a valuable tool for individualized risk stratification and clinical decision-making. The study was registered on medicalresearch.org.cn (MR-50-23-048489).
背景:开发并验证脑室内出血(IVH)患者出血性后慢性脑积水个体化风险评估的首个nomogram。方法:本多中心回顾性队列研究分析了2020年12月至2022年12月在中国7个中心接受IVH治疗的患者的临床数据。研究人群特别包括外脑室引流管理限于最多2周的患者,在此期间未放置分流器。患者随机分为训练组和验证组(比例为7:3)。使用LASSO回归和多变量逻辑回归确定关键预测因子。通过c指数、受试者工作特征曲线下面积、校准曲线和决策曲线分析来评估模型的性能。结果:共纳入280例患者,其中82例(29.3%)发展为慢性脑积水。急性脑积水、24小时脑室血肿体积和入院时脑实质血肿体积三个危险因素被确定为慢性脑积水的重要决定因素。训练组和验证组的c -指数分别为0.850(95%可信区间[CI] 0.791-0.909)和0.785(95%可信区间[CI] 0.649-0.922),均超过了0.70的临床应用阈值。受试者工作特征曲线下的面积在训练集为0.826 (95% CI 0.756-0.896),在验证集为0.785 (95% CI 0.661-0.910)。此外,校正曲线和Hosmer-Lemeshow检验显示nomogram模型与实际观测值吻合较好。决策曲线分析表明,nomogram提供临床净收益的阈值概率在训练集中为8% - 80%,在验证集中为18% - 95%。结论:本研究开发并验证了第一个用于评估IVH患者出血性慢性脑积水风险的nomogram,为个体化风险分层和临床决策提供了有价值的工具。该研究已在medicalresearch.org.cn (MR-50-23-048489)上注册。
{"title":"Development and Validation of a Novel Nomogram for Risk Stratification of Posthemorrhagic Chronic Hydrocephalus Following Intraventricular Hemorrhage: A Multicenter Retrospective Cohort Study.","authors":"Sai Du, Chao Zhang, Liansheng Mou, Liang Tan, Xiong Wang, Yong Wu, Yi Huang, Rongrui Tang, Xiaoyan Zhou, Chuhua Fu","doi":"10.1007/s12028-025-02421-y","DOIUrl":"https://doi.org/10.1007/s12028-025-02421-y","url":null,"abstract":"<p><strong>Background: </strong>To develop and validate the first nomogram for the individualized risk assessment of posthemorrhagic chronic hydrocephalus in patients with intraventricular hemorrhage (IVH).</p><p><strong>Methods: </strong>This multicenter retrospective cohort study analyzed clinical data from patients with IVH treated at seven centers in China between December 2020 and December 2022. The study population specifically comprised patients whose external ventricular drain management was limited to a maximum of 2 weeks, without shunt placement during this period. Patients were randomly categorized into training and validation sets (7:3 ratio). Key predictors were identified using LASSO regression and multivariable logistic regression. Model performance was assessed via the C-index, area under the receiver operating characteristic curve, calibration curves, and decision curve analysis.</p><p><strong>Results: </strong>A total of 280 patients were included in the study, of whom 82 (29.3%) developed chronic hydrocephalus. Three risk factors, including acute hydrocephalus, ventricular hematoma volume at 24 h, and parenchymal hematoma volume on admission, were identified as significant determinants for chronic hydrocephalus. The nomogram demonstrated robust discriminative ability, with a C-index of 0.850 (95% confidence interval [CI] 0.791-0.909) in the training cohort and 0.785 (95% CI 0.649-0.922) in the validation cohort, surpassing the threshold of 0.70 for clinical utility. The area under the receiver operating characteristic curve was found to be 0.826 (95% CI 0.756-0.896) in the training set and 0.785 (95% CI 0.661-0.910) in the validation set. Furthermore, calibration curves and the Hosmer-Lemeshow test revealed favorable agreement between the nomogram model and actual observations. Decision curve analysis indicated that the nomogram provided clinical net benefit across threshold probabilities ranging from 8 to 80% in the training set and from 18 to 95% in the validation set.</p><p><strong>Conclusions: </strong>This study developed and validated the first nomogram for assessing the risk of posthemorrhagic chronic hydrocephalus in patients with IVH, providing a valuable tool for individualized risk stratification and clinical decision-making. The study was registered on medicalresearch.org.cn (MR-50-23-048489).</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145934522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1007/s12028-025-02429-4
Paolo Gritti, Marco Bonfanti, Rosalia Zangari, Ezio Bonanomi, Maria Di Matteo, Giacomo Dell'Avanzo, Davide Corbella, Fabio Micheli, Luigi Andrea Lanterna, Gabriele Lando, Giulio Pezzetti, Matteo Felice Vascello, Francesco Biroli, Ferdinando Luca Lorini
Background: Cerebral autoregulation is routinely assessed through variations in intracranial pressure (ICP) and systemic hemodynamic parameters; however, its metabolic dimension remains underexplored in clinical settings. This study introduces the carbon dioxide reactivity index (CO2Rx), a novel metric derived from continuous ICP and end-tidal CO2 (ETCO2) monitoring aimed at capturing real-time cerebrovascular metabolic reactivity in patients with severe traumatic brain injury (TBI).
Methods: We performed a retrospective observational analysis of patients with moderate and severe TBI admitted to a single adult and pediatric trauma center. CO2Rx was calculated as a moving Pearson correlation between ICP and ETCO2 across 60-min windows using low-frequency time-series data. Heatmaps and contour plots visualized median CO2Rx values across ICP and ETCO2 ranges. Analyses were stratified by age, decompressive craniectomy status, and 12-month outcomes. A graphical framework linked CO2Rx/ICP/ETCO2 combinations to outcome probabilities.
Results: A total of 218 patients (178 adults, 40 pediatric patients) were included. Higher CO2Rx values, indicative of preserved metabolic reactivity, were observed when ICP was ≤ 20 mm Hg, and ETCO2 ranged between 30 and 40 mm Hg (median: 0.27; interquartile range [IQR]: 0.20-0.37). In contrast, elevated ICP (> 20 mm Hg) and reduced ETCO2 (20-30 mm Hg) were associated with lower CO2Rx values (median: 0.09; IQR: - 0.02 to 0.15), suggesting impaired reactivity. A positive correlation emerged between CO2Rx and cerebral perfusion pressure, peaking at 60-75 mm Hg (r = 0.31; p < 0.001). Patients with favorable outcomes displayed higher CO2Rx values, especially within optimal ICP and ETCO2 ranges, whereas lower values were associated with poorer outcomes.
Conclusions: CO2Rx is a promising marker of cerebrovascular metabolic reactivity in TBI, offering novel insights into the dynamic relationship between ICP and ETCO2. It may aid in detecting autoregulatory dysfunction and guide individualized strategies for ventilation, CO2 control, and surgical decisions. Prospective validation is warranted to confirm its clinical relevance.
背景:脑自动调节通常通过颅内压(ICP)和全身血流动力学参数的变化来评估;然而,其代谢维度在临床环境中仍未得到充分探索。本研究引入了二氧化碳反应性指数(CO2Rx),这是一种基于连续ICP和尾潮CO2 (ETCO2)监测的新指标,旨在实时捕捉严重创伤性脑损伤(TBI)患者的脑血管代谢反应性。方法:我们对在单一成人和儿童创伤中心住院的中重度TBI患者进行回顾性观察分析。CO2Rx是使用低频时间序列数据计算的60分钟窗口内ICP和ETCO2之间的移动Pearson相关性。热图和等高线图显示了ICP和ETCO2范围内CO2Rx值的中位数。分析按年龄、减压手术状态和12个月的预后进行分层。将CO2Rx/ICP/ETCO2组合与结果概率联系起来的图形框架。结果:共纳入218例患者(成人178例,儿科40例)。当ICP≤20 mm Hg时,观察到较高的CO2Rx值,表明保留的代谢反应性,ETCO2范围在30 - 40 mm Hg之间(中位数:0.27;四分位数间距[IQR]: 0.20-0.37)。相比之下,升高的ICP (> 20 mm Hg)和降低的ETCO2 (20-30 mm Hg)与较低的CO2Rx值相关(中位数:0.09;IQR: - 0.02至0.15),表明反应性受损。CO2Rx与脑灌注压呈正相关,在60-75 mm Hg时达到峰值(r = 0.31; p 2Rx值,特别是在最佳ICP和ETCO2范围内,而较低的值与较差的结果相关。结论:CO2Rx是脑外伤患者脑血管代谢反应性的一个有前景的标志物,为ICP与ETCO2之间的动态关系提供了新的见解。它可能有助于检测自身调节功能障碍,并指导通气、二氧化碳控制和手术决策的个性化策略。有必要进行前瞻性验证以确认其临床相关性。临床试验注册:ClinicalTrials.gov标识符:NCT05043545。
{"title":"Visualizing and Interpreting the Carbon Dioxide Reactivity Index in Traumatic Brain Injury.","authors":"Paolo Gritti, Marco Bonfanti, Rosalia Zangari, Ezio Bonanomi, Maria Di Matteo, Giacomo Dell'Avanzo, Davide Corbella, Fabio Micheli, Luigi Andrea Lanterna, Gabriele Lando, Giulio Pezzetti, Matteo Felice Vascello, Francesco Biroli, Ferdinando Luca Lorini","doi":"10.1007/s12028-025-02429-4","DOIUrl":"https://doi.org/10.1007/s12028-025-02429-4","url":null,"abstract":"<p><strong>Background: </strong>Cerebral autoregulation is routinely assessed through variations in intracranial pressure (ICP) and systemic hemodynamic parameters; however, its metabolic dimension remains underexplored in clinical settings. This study introduces the carbon dioxide reactivity index (CO<sub>2</sub>Rx), a novel metric derived from continuous ICP and end-tidal CO<sub>2</sub> (ETCO<sub>2</sub>) monitoring aimed at capturing real-time cerebrovascular metabolic reactivity in patients with severe traumatic brain injury (TBI).</p><p><strong>Methods: </strong>We performed a retrospective observational analysis of patients with moderate and severe TBI admitted to a single adult and pediatric trauma center. CO<sub>2</sub>Rx was calculated as a moving Pearson correlation between ICP and ETCO<sub>2</sub> across 60-min windows using low-frequency time-series data. Heatmaps and contour plots visualized median CO<sub>2</sub>Rx values across ICP and ETCO<sub>2</sub> ranges. Analyses were stratified by age, decompressive craniectomy status, and 12-month outcomes. A graphical framework linked CO<sub>2</sub>Rx/ICP/ETCO<sub>2</sub> combinations to outcome probabilities.</p><p><strong>Results: </strong>A total of 218 patients (178 adults, 40 pediatric patients) were included. Higher CO<sub>2</sub>Rx values, indicative of preserved metabolic reactivity, were observed when ICP was ≤ 20 mm Hg, and ETCO<sub>2</sub> ranged between 30 and 40 mm Hg (median: 0.27; interquartile range [IQR]: 0.20-0.37). In contrast, elevated ICP (> 20 mm Hg) and reduced ETCO<sub>2</sub> (20-30 mm Hg) were associated with lower CO<sub>2</sub>Rx values (median: 0.09; IQR: - 0.02 to 0.15), suggesting impaired reactivity. A positive correlation emerged between CO<sub>2</sub>Rx and cerebral perfusion pressure, peaking at 60-75 mm Hg (r = 0.31; p < 0.001). Patients with favorable outcomes displayed higher CO<sub>2</sub>Rx values, especially within optimal ICP and ETCO<sub>2</sub> ranges, whereas lower values were associated with poorer outcomes.</p><p><strong>Conclusions: </strong>CO<sub>2</sub>Rx is a promising marker of cerebrovascular metabolic reactivity in TBI, offering novel insights into the dynamic relationship between ICP and ETCO<sub>2</sub>. It may aid in detecting autoregulatory dysfunction and guide individualized strategies for ventilation, CO<sub>2</sub> control, and surgical decisions. Prospective validation is warranted to confirm its clinical relevance.</p><p><strong>Clinical trial registration: </strong>ClinicalTrials.gov identifier: NCT05043545.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145933526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1007/s12028-025-02420-z
Ribal Bitar, Cynthia Whitney, Marcelo Matiello, Eric S Rosenthal
Background: Teleneurocritical care (TeleNCC) aims to project expertise to hospitals lacking dedicated neurocritical care. However, its influence on clinical care remains underexplored.
Methods: We prospectively studied two TeleNCC cohorts. Within a tertiary care medical decision-making cohort, TeleNCC consultants documented recommended changes in prespecified aspects of evaluation and management for patients at a tertiary care hospital with neurosurgery, neurology, and critical care but without dedicated neurocritical care. In a separate community process measure cohort, TeleNCC consultants documented prespecified process measures (consultation duration, transfer to tertiary care versus local patient retention, and approaches to brain death determination) for patients across ten community hospitals lacking on-site neurology support. Differences were evaluated by site and diagnosis.
Results: Within the tertiary care medical decision-making cohort (n = 123), TeleNCC consultants recommended changes in evaluation and management for 71.8% of patients, including neuroimaging, neuromonitoring, medication initiation/adjustment, operative management, and de-escalation from critical care. TeleNCC consultations often did not require video evaluation. Within the community process measure cohort (n = 1493), consultation duration varied by site. Tertiary care transfer was rare (0-9.2% among 9 of 10 hospitals), although patients with subarachnoid hemorrhage (SAH) were transferred more frequently (38.5%; p < 0.001) than patients with toxic-metabolic/systemic encephalopathy, hypoxic-ischemic encephalopathy, or other cerebrovascular disorders. Community hospital providers evaluated 47 patients for brain death under TeleNCC guidance; 16 (61.5%) of 26 patients evaluated by clinical criteria alone met criteria, as well as 16 (76.2%) of 21 patients evaluated via additional ancillary testing.
Conclusions: For patients at a tertiary care hospital, TeleNCC consultants recommended changes in medical decision-making for the vast majority of patients, whereas community hospital patients receiving TeleNCC consultation as their initial neurologic evaluation rarely required transfer to tertiary care, despite complex conditions, including suspected brain death. These observational cohorts demonstrate the versatility and efficiency of TeleNCC across care settings, although interventional studies are needed to evaluate the impact of TeleNCC on clinical outcomes.
{"title":"Medical Decision-Making and Process Measures in a Consultative Hub-and-Spoke Teleneurocritical Care Network.","authors":"Ribal Bitar, Cynthia Whitney, Marcelo Matiello, Eric S Rosenthal","doi":"10.1007/s12028-025-02420-z","DOIUrl":"https://doi.org/10.1007/s12028-025-02420-z","url":null,"abstract":"<p><strong>Background: </strong>Teleneurocritical care (TeleNCC) aims to project expertise to hospitals lacking dedicated neurocritical care. However, its influence on clinical care remains underexplored.</p><p><strong>Methods: </strong>We prospectively studied two TeleNCC cohorts. Within a tertiary care medical decision-making cohort, TeleNCC consultants documented recommended changes in prespecified aspects of evaluation and management for patients at a tertiary care hospital with neurosurgery, neurology, and critical care but without dedicated neurocritical care. In a separate community process measure cohort, TeleNCC consultants documented prespecified process measures (consultation duration, transfer to tertiary care versus local patient retention, and approaches to brain death determination) for patients across ten community hospitals lacking on-site neurology support. Differences were evaluated by site and diagnosis.</p><p><strong>Results: </strong>Within the tertiary care medical decision-making cohort (n = 123), TeleNCC consultants recommended changes in evaluation and management for 71.8% of patients, including neuroimaging, neuromonitoring, medication initiation/adjustment, operative management, and de-escalation from critical care. TeleNCC consultations often did not require video evaluation. Within the community process measure cohort (n = 1493), consultation duration varied by site. Tertiary care transfer was rare (0-9.2% among 9 of 10 hospitals), although patients with subarachnoid hemorrhage (SAH) were transferred more frequently (38.5%; p < 0.001) than patients with toxic-metabolic/systemic encephalopathy, hypoxic-ischemic encephalopathy, or other cerebrovascular disorders. Community hospital providers evaluated 47 patients for brain death under TeleNCC guidance; 16 (61.5%) of 26 patients evaluated by clinical criteria alone met criteria, as well as 16 (76.2%) of 21 patients evaluated via additional ancillary testing.</p><p><strong>Conclusions: </strong>For patients at a tertiary care hospital, TeleNCC consultants recommended changes in medical decision-making for the vast majority of patients, whereas community hospital patients receiving TeleNCC consultation as their initial neurologic evaluation rarely required transfer to tertiary care, despite complex conditions, including suspected brain death. These observational cohorts demonstrate the versatility and efficiency of TeleNCC across care settings, although interventional studies are needed to evaluate the impact of TeleNCC on clinical outcomes.</p>","PeriodicalId":19118,"journal":{"name":"Neurocritical Care","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145934471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}