Pub Date : 2025-09-26Print Date: 2025-12-01DOI: 10.3171/2025.5.JNS25565
Sameer Sundrani, Clayton R Baker, Anthony E Bishay, Austin M Hilvert, Lola B Chambless
Objective: Research output among neurosurgery residency applicants has increased in recent years. The authors sought to quantify the publication quantity of board-certified US neurosurgeons and to determine how publication quantity has changed over time.
Methods: Publication data were extracted from Scopus for all neurological surgeons listed as board certified since 1980 by the American Board of Neurological Surgery. Distributions were analyzed on a decade-to-decade as well as continuous basis. Pre-board certification quantity of publication (general and first/senior author) was analyzed using multivariable regression. Univariate regression of pre-board certification rates was used to predict post-board certification rates.
Results: For each decade since 1980, neurosurgeons have published more before receiving board certification than the decade prior, both in total as well as first/senior author publications. Neurosurgeons have also been publishing earlier as well as with increased coauthor counts (p < 0.001). A more recent date of board certification remains a significant and independent predictor of publication count when corrected for time since first publication and average coauthor counts (p < 0.001). Finally, the pre-board certification publication rate is an independent and significant predictor for the post-board certification publication rate (p < 0.001).
Conclusions: This study suggests that neurosurgeons have consistently published earlier in their careers and in increasingly higher quantities over time. This finding is in line with similar trends for neurosurgery applicants, showcasing increasing output across career stages, which has important impacts on the field.
{"title":"Trends in research output among practicing US neurosurgeons over the last 40 years.","authors":"Sameer Sundrani, Clayton R Baker, Anthony E Bishay, Austin M Hilvert, Lola B Chambless","doi":"10.3171/2025.5.JNS25565","DOIUrl":"10.3171/2025.5.JNS25565","url":null,"abstract":"<p><strong>Objective: </strong>Research output among neurosurgery residency applicants has increased in recent years. The authors sought to quantify the publication quantity of board-certified US neurosurgeons and to determine how publication quantity has changed over time.</p><p><strong>Methods: </strong>Publication data were extracted from Scopus for all neurological surgeons listed as board certified since 1980 by the American Board of Neurological Surgery. Distributions were analyzed on a decade-to-decade as well as continuous basis. Pre-board certification quantity of publication (general and first/senior author) was analyzed using multivariable regression. Univariate regression of pre-board certification rates was used to predict post-board certification rates.</p><p><strong>Results: </strong>For each decade since 1980, neurosurgeons have published more before receiving board certification than the decade prior, both in total as well as first/senior author publications. Neurosurgeons have also been publishing earlier as well as with increased coauthor counts (p < 0.001). A more recent date of board certification remains a significant and independent predictor of publication count when corrected for time since first publication and average coauthor counts (p < 0.001). Finally, the pre-board certification publication rate is an independent and significant predictor for the post-board certification publication rate (p < 0.001).</p><p><strong>Conclusions: </strong>This study suggests that neurosurgeons have consistently published earlier in their careers and in increasingly higher quantities over time. This finding is in line with similar trends for neurosurgery applicants, showcasing increasing output across career stages, which has important impacts on the field.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1667-1673"},"PeriodicalIF":3.6,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145175845","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 : 2025-09-26DOI: 10.3171/2025.5.JNS243160
Joshua Olexa, Chixiang Chen, Parth Rastogi, Charles Sansur, Maureen Rakovec, Jordan R Saadon, Jesse Stokum, Kevin T Kim, Steven K Yarmoska, Annie Trang, Tina Wang, Jacob Cherian, Mohammed Labib, Alex Ksendzovsky, Clifford T Solomon, Whitney Parker, Gary Schwartzbauer, Graeme F Woodworth
Objective: Digital enhancement and visualization technologies, such as augmented reality (AR), are increasingly used in surgery. Rapid and accurate patient registration with minimal device confinements enables AR systems to increase efficiency, safety, and effectiveness, especially in urgent/emergency and/or bedside scenarios. The aim of this study was to quantitatively compare an AR headset-based neuronavigation system with a standard-of-care reference array-based neurosurgical stereotactic navigation system in a real-world setting.
Methods: This clinical validation trial included adult patients undergoing cranial neurosurgery with stereotactic navigation at a single center from February 2024 to July 2024. Preoperative CT and MR images were acquired and used for construction of a 3D hologram model that included surface-based target fiducial markers for comparison. Preoperative images were stereotactically registered to the patient's head using standard techniques. The registration coordinates for the fiducial markers (control) and registration time were recorded. The AR system was then deployed to create a separate stereotactic registration to the same preoperative images. A second set of registration coordinates for the fiducial markers (experimental) were acquired using the AR system, and the time for this process was also recorded. The Wilcoxon signed-rank test was used to assess differences in registration time, and a linear mixed-effects model (LMM) was used to conduct equivalence testing of coordinates between the control and experimental data.
Results: Twenty patients (mean age ± SD 50.05 ± 14.38 years) were included in the trial. The mean baseline validation error of the control system was 0.73 ± 0.29 mm (range 0-1.0 mm). Using the control system as ground truth, the mean registration accuracy of the AR system was 2.16 ± 0.12 mm. LMM equivalence testing, conducted with margins of 3 mm and 2.5 mm, demonstrated statistical equivalence between the ground truth and AR system coordinates (p < 0.001 and p < 0.003, respectively). The time required for patient model registration using the AR system was a mean of 45.98 ± 15.00 seconds, which was significantly shorter compared with the control system (228.86 ± 100.06 seconds, p < 0.001).
Conclusions: The AR navigation system provided statistically similar registration accuracy and significantly faster patient model registration compared with the standard-of-care stereotactic neuronavigation system. AR navigation was accurate, fast, and had a minimal footprint, offering new opportunities to incorporate stereotaxis in low-resource, bedside, and urgent/emergency settings.
{"title":"Clinical validation of a rapid, markerless, headset-contained augmented reality stereotactic neuronavigation system.","authors":"Joshua Olexa, Chixiang Chen, Parth Rastogi, Charles Sansur, Maureen Rakovec, Jordan R Saadon, Jesse Stokum, Kevin T Kim, Steven K Yarmoska, Annie Trang, Tina Wang, Jacob Cherian, Mohammed Labib, Alex Ksendzovsky, Clifford T Solomon, Whitney Parker, Gary Schwartzbauer, Graeme F Woodworth","doi":"10.3171/2025.5.JNS243160","DOIUrl":"https://doi.org/10.3171/2025.5.JNS243160","url":null,"abstract":"<p><strong>Objective: </strong>Digital enhancement and visualization technologies, such as augmented reality (AR), are increasingly used in surgery. Rapid and accurate patient registration with minimal device confinements enables AR systems to increase efficiency, safety, and effectiveness, especially in urgent/emergency and/or bedside scenarios. The aim of this study was to quantitatively compare an AR headset-based neuronavigation system with a standard-of-care reference array-based neurosurgical stereotactic navigation system in a real-world setting.</p><p><strong>Methods: </strong>This clinical validation trial included adult patients undergoing cranial neurosurgery with stereotactic navigation at a single center from February 2024 to July 2024. Preoperative CT and MR images were acquired and used for construction of a 3D hologram model that included surface-based target fiducial markers for comparison. Preoperative images were stereotactically registered to the patient's head using standard techniques. The registration coordinates for the fiducial markers (control) and registration time were recorded. The AR system was then deployed to create a separate stereotactic registration to the same preoperative images. A second set of registration coordinates for the fiducial markers (experimental) were acquired using the AR system, and the time for this process was also recorded. The Wilcoxon signed-rank test was used to assess differences in registration time, and a linear mixed-effects model (LMM) was used to conduct equivalence testing of coordinates between the control and experimental data.</p><p><strong>Results: </strong>Twenty patients (mean age ± SD 50.05 ± 14.38 years) were included in the trial. The mean baseline validation error of the control system was 0.73 ± 0.29 mm (range 0-1.0 mm). Using the control system as ground truth, the mean registration accuracy of the AR system was 2.16 ± 0.12 mm. LMM equivalence testing, conducted with margins of 3 mm and 2.5 mm, demonstrated statistical equivalence between the ground truth and AR system coordinates (p < 0.001 and p < 0.003, respectively). The time required for patient model registration using the AR system was a mean of 45.98 ± 15.00 seconds, which was significantly shorter compared with the control system (228.86 ± 100.06 seconds, p < 0.001).</p><p><strong>Conclusions: </strong>The AR navigation system provided statistically similar registration accuracy and significantly faster patient model registration compared with the standard-of-care stereotactic neuronavigation system. AR navigation was accurate, fast, and had a minimal footprint, offering new opportunities to incorporate stereotaxis in low-resource, bedside, and urgent/emergency settings.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1-7"},"PeriodicalIF":3.6,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145175836","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}
Objective: Cerebral vasospasm following aneurysmal subarachnoid hemorrhage (aSAH) is associated with a poor prognosis. Since 2022, clazosentan has become available for clinical use in Japan and has shown potential in improving clinical outcomes for patients with aSAH. However, whether clazosentan alone is sufficient to achieve optimal results or combination therapy is required remains unclear. In this study, the authors aimed to assess the efficacy of combining clazosentan and cilostazol for treating cerebral vasospasm following aSAH due to a ruptured cerebral aneurysm.
Methods: This retrospective multicenter study was conducted using repository data from April 2023 to March 2024 from across 20 institutes. Patients who underwent coil embolization or surgical clipping within 48 hours of aSAH and had a preoperative modified Rankin Scale (mRS) score of 0-2 were eligible for inclusion in the study. Patients who received clazosentan plus fasudil were excluded. The patients were divided into two groups: those who received clazosentan plus cilostazol (cilostazol combination group) and those who did not receive cilostazol (noncilostazol group). Outcomes were measured based on discharge mRS scores (primary) and complications (secondary), including cerebral vasospasm, delayed cerebral ischemia (DCI), pulmonary complications, hypotension, cerebral edema, and de novo intracranial hemorrhage.
Results: In total, 161 patients were included in this study, with 94 and 67 patients in the cilostazol combination and noncilostazol groups, respectively. No significant difference was observed between the two groups in terms of optimal outcomes at discharge (mRS score 0-2). However, the cilostazol combination group tended to experience a lower rate of poor outcomes than the noncilostazol group (11.7% vs 14.9%, respectively, OR 0.36, 95% CI 0.11-1.2, p = 0.095). The incidence rate of DCI was significantly lower in the cilostazol combination group than in the noncilostazol group (0.0% vs 7.5%, p = 0.02). No significant differences were found between the two groups with respect to other complications.
Conclusions: The combination of clazosentan and cilostazol may reduce the incidence of DCI, although its impact on functional outcomes remains unclear. Further research is warranted to explore effective pharmacological strategies for improving the prognosis of aSAH.
目的:动脉瘤性蛛网膜下腔出血(aSAH)后脑血管痉挛与不良预后相关。自2022年以来,clazosentan已在日本投入临床使用,并显示出改善aSAH患者临床结果的潜力。然而,是否单独使用克唑生坦就足以达到最佳效果,还是需要联合治疗仍不清楚。在这项研究中,作者旨在评估克拉生坦和西洛他唑联合治疗脑动脉瘤破裂aSAH后脑血管痉挛的疗效。方法:采用20个研究所2023年4月至2024年3月的数据库数据进行回顾性多中心研究。aSAH患者在48小时内接受线圈栓塞或手术夹断,术前修改Rankin量表(mRS)评分为0-2分的患者符合纳入研究的条件。排除接受克拉生坦加法舒地尔治疗的患者。将患者分为两组:接受氯替森坦加西洛他唑治疗组(西洛他唑联合组)和不接受西洛他唑治疗组(非西洛他唑组)。结果根据出院mRS评分(原发性)和并发症(继发性)来衡量,包括脑血管痉挛、迟发性脑缺血(DCI)、肺部并发症、低血压、脑水肿和新生颅内出血。结果:本研究共纳入161例患者,西洛他唑联合组94例,非西洛他唑组67例。两组在出院时的最佳结果(mRS评分0-2)方面无显著差异。然而,西洛他唑联合组的不良预后率往往低于非西洛他唑组(分别为11.7%对14.9%,OR 0.36, 95% CI 0.11-1.2, p = 0.095)。西洛他唑联合组DCI发生率显著低于非西洛他唑组(0.0% vs 7.5%, p = 0.02)。两组在其他并发症方面无显著差异。结论:克唑生坦联合西洛他唑可降低DCI的发生率,但其对功能结局的影响尚不清楚。需要进一步的研究来探索改善aSAH预后的有效药理策略。
{"title":"Efficacy of combined clazosentan and cilostazol therapy for cerebral vasospasm after subarachnoid hemorrhage: a retrospective multicenter registry study.","authors":"Issei Takeuchi, Shinsuke Muraoka, Fumie Kinoshita, Takashi Izumi, Kazuki Ishii, Masahiro Nishihori, Shunsaku Goto, Ryuta Saito","doi":"10.3171/2025.5.JNS243007","DOIUrl":"https://doi.org/10.3171/2025.5.JNS243007","url":null,"abstract":"<p><strong>Objective: </strong>Cerebral vasospasm following aneurysmal subarachnoid hemorrhage (aSAH) is associated with a poor prognosis. Since 2022, clazosentan has become available for clinical use in Japan and has shown potential in improving clinical outcomes for patients with aSAH. However, whether clazosentan alone is sufficient to achieve optimal results or combination therapy is required remains unclear. In this study, the authors aimed to assess the efficacy of combining clazosentan and cilostazol for treating cerebral vasospasm following aSAH due to a ruptured cerebral aneurysm.</p><p><strong>Methods: </strong>This retrospective multicenter study was conducted using repository data from April 2023 to March 2024 from across 20 institutes. Patients who underwent coil embolization or surgical clipping within 48 hours of aSAH and had a preoperative modified Rankin Scale (mRS) score of 0-2 were eligible for inclusion in the study. Patients who received clazosentan plus fasudil were excluded. The patients were divided into two groups: those who received clazosentan plus cilostazol (cilostazol combination group) and those who did not receive cilostazol (noncilostazol group). Outcomes were measured based on discharge mRS scores (primary) and complications (secondary), including cerebral vasospasm, delayed cerebral ischemia (DCI), pulmonary complications, hypotension, cerebral edema, and de novo intracranial hemorrhage.</p><p><strong>Results: </strong>In total, 161 patients were included in this study, with 94 and 67 patients in the cilostazol combination and noncilostazol groups, respectively. No significant difference was observed between the two groups in terms of optimal outcomes at discharge (mRS score 0-2). However, the cilostazol combination group tended to experience a lower rate of poor outcomes than the noncilostazol group (11.7% vs 14.9%, respectively, OR 0.36, 95% CI 0.11-1.2, p = 0.095). The incidence rate of DCI was significantly lower in the cilostazol combination group than in the noncilostazol group (0.0% vs 7.5%, p = 0.02). No significant differences were found between the two groups with respect to other complications.</p><p><strong>Conclusions: </strong>The combination of clazosentan and cilostazol may reduce the incidence of DCI, although its impact on functional outcomes remains unclear. Further research is warranted to explore effective pharmacological strategies for improving the prognosis of aSAH.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1-9"},"PeriodicalIF":3.6,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145091908","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}
Bilal B Akbulut, Barış O Gürses, Semiha Özgül, Mustafa S Bölük, Taşkın Yurtseven, Hüseyin Biçeroğlu
Objective: The objective was to develop and validate a proof-of-concept, low-cost, noninvasive device capable of continuously monitoring CSF in external ventricular drainage systems in order to enable earlier detection of infections.
Methods: The authors designed BOSoMetre (CSF-o-Meter), a device that uses a microcontroller and TCS3200 color sensor housed in a 3D-printed chamber for continuous CSF monitoring. The system captures real-time optical measurements across red, green, blue, and clear channels through the external ventricular drain (EVD) tube. Between October 2024 and January 2025, the authors prospectively enrolled 20 patients requiring EVD placement for obstructive hydrocephalus or infection, with 15 included in the final analysis. CSF samples were classified according to Infectious Diseases Society of America 2017 guidelines. The authors processed approximately 4.8 million sensor readings and applied machine learning algorithms using two validation approaches: the subspace k-nearest neighbors (KNN) classifier with 80-20 split validation, and random forest with leave-one-patient-out cross-validation (LOOCV).
Results: The subspace KNN classifier with 80-20 split validation yielded 90.4% accuracy with 92% sensitivity and 90.4% specificity (area under the curve [AUC] 0.968). The more stringent random forest with LOOCV approach achieved 81.1% accuracy with 71.5% sensitivity and 89.2% specificity (AUC 0.736). The device successfully distinguished between clean and infected CSF samples, with particularly high specificity in identifying noninfected samples.
Conclusions: BOSoMetre shows promise as a low-cost (< €100), open-source tool for continuous CSF monitoring and early infection detection, especially for resource-limited settings. The high specificity could potentially reduce unnecessary CSF sampling and associated iatrogenic infection risks. Although the initial results are encouraging, further validation in larger cohorts is needed to confirm clinical utility and overcome the technical limitations identified in this proof-of-concept study.
{"title":"Proof-of-concept study of noninvasive, rapid, machine learning-enhanced, color-based CSF diagnostics: a novel approach to external ventricular drain infection screening.","authors":"Bilal B Akbulut, Barış O Gürses, Semiha Özgül, Mustafa S Bölük, Taşkın Yurtseven, Hüseyin Biçeroğlu","doi":"10.3171/2025.5.JNS25628","DOIUrl":"https://doi.org/10.3171/2025.5.JNS25628","url":null,"abstract":"<p><strong>Objective: </strong>The objective was to develop and validate a proof-of-concept, low-cost, noninvasive device capable of continuously monitoring CSF in external ventricular drainage systems in order to enable earlier detection of infections.</p><p><strong>Methods: </strong>The authors designed BOSoMetre (CSF-o-Meter), a device that uses a microcontroller and TCS3200 color sensor housed in a 3D-printed chamber for continuous CSF monitoring. The system captures real-time optical measurements across red, green, blue, and clear channels through the external ventricular drain (EVD) tube. Between October 2024 and January 2025, the authors prospectively enrolled 20 patients requiring EVD placement for obstructive hydrocephalus or infection, with 15 included in the final analysis. CSF samples were classified according to Infectious Diseases Society of America 2017 guidelines. The authors processed approximately 4.8 million sensor readings and applied machine learning algorithms using two validation approaches: the subspace k-nearest neighbors (KNN) classifier with 80-20 split validation, and random forest with leave-one-patient-out cross-validation (LOOCV).</p><p><strong>Results: </strong>The subspace KNN classifier with 80-20 split validation yielded 90.4% accuracy with 92% sensitivity and 90.4% specificity (area under the curve [AUC] 0.968). The more stringent random forest with LOOCV approach achieved 81.1% accuracy with 71.5% sensitivity and 89.2% specificity (AUC 0.736). The device successfully distinguished between clean and infected CSF samples, with particularly high specificity in identifying noninfected samples.</p><p><strong>Conclusions: </strong>BOSoMetre shows promise as a low-cost (< €100), open-source tool for continuous CSF monitoring and early infection detection, especially for resource-limited settings. The high specificity could potentially reduce unnecessary CSF sampling and associated iatrogenic infection risks. Although the initial results are encouraging, further validation in larger cohorts is needed to confirm clinical utility and overcome the technical limitations identified in this proof-of-concept study.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1-11"},"PeriodicalIF":3.6,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145091972","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 : 2025-09-19DOI: 10.3171/2025.6.JNS251497
Melanie Kristt, Guy M McKhann, Raymond F Sekula
{"title":"Letter to the Editor. Concerning interposition versus transposition for MVD in trigeminal neuralgia.","authors":"Melanie Kristt, Guy M McKhann, Raymond F Sekula","doi":"10.3171/2025.6.JNS251497","DOIUrl":"10.3171/2025.6.JNS251497","url":null,"abstract":"","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1690-1691"},"PeriodicalIF":3.6,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145091986","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 : 2025-09-19Print Date: 2025-12-01DOI: 10.3171/2025.5.JNS25210
Alan J Finkelstein, Matthew T Sipple, Sajal Medha K Akkipeddi, Racquel Whyte, Gurkirat Singh Kohli, Stephen Susa, Rohin Singh, Prasanth Romiyo, Jianhui Zhong, Tarun Bhalla, Thomas Mattingly, Vincent N Nguyen, Maiken Nedergaard, Matthew T Bender, Derrek Schartz
Objective: Stroke is a leading cause of global death and disability, with mechanical thrombectomy remaining the optimal treatment approach for large-vessel occlusion (LVO) ischemic stroke. Despite endovascular recanalization, nearly half of patients experience poor functional outcomes, a phenomenon termed "futile recanalization." The cerebral glymphatic system has emerged as a potential, yet underexplored, therapeutic target. The aim of this study was to use glymphatic diffusion tensor analysis on post-thrombectomy MRI to evaluate the association between glymphatic flow, clinical outcomes, and futile recanalization in patients with LVO ischemic stroke.
Methods: In this retrospective study, 133 patients with anterior LVO ischemic stroke and available post-thrombectomy MRI at a single center from 2017 to 2021 were identified. Futile recanalization was defined by a modified Rankin Scale score > 2 at 90 days despite achieving complete or near-complete angiographic recanalization (modified thrombolysis in cerebral infarction grades 2b-3). Diffusion tensor imaging along the perivascular space was used to evaluate glymphatic function in patients with futile recanalization and patients with functional independence at 90 days. Spearman's rank correlation was used to examine associations between the along the perivascular space index and clinical variables. Effect sizes were calculated and reported using Cohen's d.
Results: Fifty-five patients (24 male, mean age 73.9 years) with anterior circulation LVO ischemic stroke and adequate post-thrombectomy MRI were included for analysis. Overall, glymphatic clearance was lower on the infarcted side compared with the contralateral side (p = 0.035). Patients with futile recanalization had lower glymphatic flow compared with those with functional independence at 90 days (p = 0.049). Additionally, glymphatic flow was significantly associated with the presenting National Institutes of Health Stroke Scale score (ρ = -0.46, p = 0.002).
Conclusions: These findings suggest that patients with futile recanalization have comparatively worse glymphatic clearance. Further research is required to clarify the relationship between futile recanalization and the glymphatic system, which could facilitate the development of therapeutic adjuncts.
目的:脑卒中是全球死亡和残疾的主要原因,机械取栓仍然是大血管闭塞缺血性脑卒中的最佳治疗方法。尽管进行了血管内再通,但近一半患者的功能结果不佳,这种现象被称为“无效再通”。脑淋巴系统已成为一个潜在的,但尚未充分开发的治疗靶点。本研究的目的是利用取栓后MRI的淋巴弥散张量分析来评估LVO缺血性脑卒中患者淋巴血流、临床结果和无效再通之间的关系。方法:在这项回顾性研究中,对2017年至2021年在单一中心进行的133例左左动脉前路缺血性卒中患者和可用的取栓后MRI进行了分析。无效再通的定义是,尽管在90天内实现了完全或接近完全的血管造影再通(改良的脑梗死溶栓分级为2b-3),但改良的Rankin量表评分为bbbb2。应用沿血管周围间隙弥散张量成像评估无效再通患者和功能独立患者90天的淋巴功能。Spearman等级相关用于检查沿血管周围空间指数与临床变量之间的关系。结果:55例前循环左心室缺血性卒中患者(24名男性,平均年龄73.9岁)和足够的取栓后MRI纳入分析。总的来说,与对侧相比,梗死侧的淋巴清除率较低(p = 0.035)。与功能独立患者相比,无效再通患者在90天的淋巴血流较低(p = 0.049)。此外,淋巴流量与美国国立卫生研究院卒中量表评分显著相关(ρ = -0.46, p = 0.002)。结论:这些结果表明,无效再通患者的淋巴清除率相对较差。无用再通与淋巴系统之间的关系需要进一步的研究来阐明,这可能有助于治疗辅助药物的发展。
{"title":"Role of post-thrombectomy glymphatic flow in futile recanalization in large-vessel occlusion ischemic stroke.","authors":"Alan J Finkelstein, Matthew T Sipple, Sajal Medha K Akkipeddi, Racquel Whyte, Gurkirat Singh Kohli, Stephen Susa, Rohin Singh, Prasanth Romiyo, Jianhui Zhong, Tarun Bhalla, Thomas Mattingly, Vincent N Nguyen, Maiken Nedergaard, Matthew T Bender, Derrek Schartz","doi":"10.3171/2025.5.JNS25210","DOIUrl":"10.3171/2025.5.JNS25210","url":null,"abstract":"<p><strong>Objective: </strong>Stroke is a leading cause of global death and disability, with mechanical thrombectomy remaining the optimal treatment approach for large-vessel occlusion (LVO) ischemic stroke. Despite endovascular recanalization, nearly half of patients experience poor functional outcomes, a phenomenon termed \"futile recanalization.\" The cerebral glymphatic system has emerged as a potential, yet underexplored, therapeutic target. The aim of this study was to use glymphatic diffusion tensor analysis on post-thrombectomy MRI to evaluate the association between glymphatic flow, clinical outcomes, and futile recanalization in patients with LVO ischemic stroke.</p><p><strong>Methods: </strong>In this retrospective study, 133 patients with anterior LVO ischemic stroke and available post-thrombectomy MRI at a single center from 2017 to 2021 were identified. Futile recanalization was defined by a modified Rankin Scale score > 2 at 90 days despite achieving complete or near-complete angiographic recanalization (modified thrombolysis in cerebral infarction grades 2b-3). Diffusion tensor imaging along the perivascular space was used to evaluate glymphatic function in patients with futile recanalization and patients with functional independence at 90 days. Spearman's rank correlation was used to examine associations between the along the perivascular space index and clinical variables. Effect sizes were calculated and reported using Cohen's d.</p><p><strong>Results: </strong>Fifty-five patients (24 male, mean age 73.9 years) with anterior circulation LVO ischemic stroke and adequate post-thrombectomy MRI were included for analysis. Overall, glymphatic clearance was lower on the infarcted side compared with the contralateral side (p = 0.035). Patients with futile recanalization had lower glymphatic flow compared with those with functional independence at 90 days (p = 0.049). Additionally, glymphatic flow was significantly associated with the presenting National Institutes of Health Stroke Scale score (ρ = -0.46, p = 0.002).</p><p><strong>Conclusions: </strong>These findings suggest that patients with futile recanalization have comparatively worse glymphatic clearance. Further research is required to clarify the relationship between futile recanalization and the glymphatic system, which could facilitate the development of therapeutic adjuncts.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1588-1595"},"PeriodicalIF":3.6,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145092002","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}
Leonardo F Costa, Maarten J Kamphuis, Oluwadamilola Akanji, Irene C van der Schaaf, Laura T van der Kamp, Mervyn D I Vergouwen, Nima Etminan, Gabriel J E Rinkel
Objective: Wall calcification in unruptured intracranial aneurysms (UIAs) increases the risk of complications of microsurgical aneurysm treatment. Therefore, information on wall calcification is important in deciding on the indication and modality of preventive treatment. However, wall calcification is often not visible on MR angiography. The authors studied risk factors for aneurysm wall calcifications to identify patients who should undergo preprocedural CT imaging to detect wall calcifications.
Methods: From two international cohorts of patients with single or multiple UIAs, data were collected on age, sex, smoking status, hypertension, aneurysm location, aneurysm size, and morphological parameters associated with increased risk for rupture (i.e., at-risk morphology = aspect ratio > 1.6, size ratio > 3, presence of lobulations, and/or irregular shape). Logistic regression was used to calculate odds ratios (ORs) with corresponding 95% confidence intervals (CIs) to investigate risk factors for wall calcification. Using receiver operating characteristic analysis in one cohort, a size cutoff value was determined for ruling out aneurysm wall calcification, which was validated in the other cohort.
Results: Two hundred fifty-five patients with 306 UIAs were included. In univariable analyses, risk factors of aneurysm wall calcification were aneurysm size (OR 1.2, 95% CI 1.1-1.3), hypertension (OR 2.1, 95% CI 1.1-4.5), and at-risk morphology (OR 2.4, 95% CI 1.3-4.4). In multivariable analysis, independent risk factors for wall calcification were aneurysm size (OR 1.2, 95% CI 1.1-1.3) and hypertension (OR 2.8, 95% CI 1.2-6.6), but not at-risk morphology (OR 1.3, 95% CI 0.7-2.7). Aneurysm wall calcification could be ruled out in more than 90% of aneurysms smaller than 6 mm in both the derivation and validation cohorts.
Conclusions: Aneurysm size and hypertension are independent risk factors of aneurysm wall calcification. The authors recommend preprocedural CT imaging in patients with a UIA ≥ 6 mm.
目的:未破裂颅内动脉瘤(UIAs)的壁钙化增加了显微手术治疗动脉瘤并发症的风险。因此,关于壁钙化的信息对于决定预防治疗的适应症和方式是重要的。然而,血管壁钙化通常在MR血管造影中不可见。作者研究了动脉瘤壁钙化的危险因素,以确定应该接受术前CT成像检测壁钙化的患者。方法:从两个单一或多个UIAs患者的国际队列中收集年龄、性别、吸烟状况、高血压、动脉瘤位置、动脉瘤大小和与破裂风险增加相关的形态学参数(即,危险形态学=宽高比>.6,大小比bbb3,分叶的存在和/或不规则形状)的数据。采用Logistic回归计算比值比(ORs)和相应的95%置信区间(CIs),探讨壁钙化的危险因素。通过对一个队列的受试者操作特征分析,确定了排除动脉瘤壁钙化的大小临界值,并在另一个队列中得到了验证。结果:共纳入256例uia患者306例。在单变量分析中,动脉瘤壁钙化的危险因素为动脉瘤大小(OR 1.2, 95% CI 1.1-1.3)、高血压(OR 2.1, 95% CI 1.1-4.5)和高危形态(OR 2.4, 95% CI 1.3-4.4)。在多变量分析中,壁钙化的独立危险因素是动脉瘤大小(OR 1.2, 95% CI 1.1-1.3)和高血压(OR 2.8, 95% CI 1.2-6.6),但不是危险形态(OR 1.3, 95% CI 0.7-2.7)。在衍生和验证队列中,超过90%的小于6mm的动脉瘤可以排除动脉瘤壁钙化。结论:动脉瘤大小和高血压是动脉瘤壁钙化的独立危险因素。作者建议对UIA≥6mm的患者进行术前CT检查。
{"title":"Risk factors of wall calcification in unruptured intracranial aneurysms.","authors":"Leonardo F Costa, Maarten J Kamphuis, Oluwadamilola Akanji, Irene C van der Schaaf, Laura T van der Kamp, Mervyn D I Vergouwen, Nima Etminan, Gabriel J E Rinkel","doi":"10.3171/2025.5.JNS25144","DOIUrl":"https://doi.org/10.3171/2025.5.JNS25144","url":null,"abstract":"<p><strong>Objective: </strong>Wall calcification in unruptured intracranial aneurysms (UIAs) increases the risk of complications of microsurgical aneurysm treatment. Therefore, information on wall calcification is important in deciding on the indication and modality of preventive treatment. However, wall calcification is often not visible on MR angiography. The authors studied risk factors for aneurysm wall calcifications to identify patients who should undergo preprocedural CT imaging to detect wall calcifications.</p><p><strong>Methods: </strong>From two international cohorts of patients with single or multiple UIAs, data were collected on age, sex, smoking status, hypertension, aneurysm location, aneurysm size, and morphological parameters associated with increased risk for rupture (i.e., at-risk morphology = aspect ratio > 1.6, size ratio > 3, presence of lobulations, and/or irregular shape). Logistic regression was used to calculate odds ratios (ORs) with corresponding 95% confidence intervals (CIs) to investigate risk factors for wall calcification. Using receiver operating characteristic analysis in one cohort, a size cutoff value was determined for ruling out aneurysm wall calcification, which was validated in the other cohort.</p><p><strong>Results: </strong>Two hundred fifty-five patients with 306 UIAs were included. In univariable analyses, risk factors of aneurysm wall calcification were aneurysm size (OR 1.2, 95% CI 1.1-1.3), hypertension (OR 2.1, 95% CI 1.1-4.5), and at-risk morphology (OR 2.4, 95% CI 1.3-4.4). In multivariable analysis, independent risk factors for wall calcification were aneurysm size (OR 1.2, 95% CI 1.1-1.3) and hypertension (OR 2.8, 95% CI 1.2-6.6), but not at-risk morphology (OR 1.3, 95% CI 0.7-2.7). Aneurysm wall calcification could be ruled out in more than 90% of aneurysms smaller than 6 mm in both the derivation and validation cohorts.</p><p><strong>Conclusions: </strong>Aneurysm size and hypertension are independent risk factors of aneurysm wall calcification. The authors recommend preprocedural CT imaging in patients with a UIA ≥ 6 mm.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1-5"},"PeriodicalIF":3.6,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145091909","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}
Paul E Constanthin, Virginie Montalibet, Mégane Le Quang, Morgan Ollivier, Olivier Saut, Annabelle Collin, Julien Engelhardt
Objective: Progestin exposure, such as with cyproterone acetate (CPA), could increase the risk of developing osteomeningiomas (OMs). This study investigated the volumetric dynamics of the meningeal and intraosseous components of these tumors and their correlation following CPA discontinuation.
Methods: This retrospective study included 17 patients with 21 OMs diagnosed during ongoing CPA treatment. Volumes of the meningeal and intraosseous components of the OMs were measured at multiple time points. Volume dynamics over time were modeled using linear, exponential, power, and Gompertz tumor growth models. Hormone receptor expression in both components was evaluated via immunohistochemical analysis in the 4 tumors on which surgery was performed.
Results: The Gompertz tumor growth model was the most accurate in fitting the data. After CPA cessation, the meningeal component showed volume reduction in 95% of tumors (a substantial decrease in 40% and a modest decrease in 55% of tumors). The intraosseous component exhibited sustained growth in all cases, characterized by three distinct dynamics: slowing growth (40%), linear growth (45%), and pseudo-exponential growth (15%). A significant correlation was observed between the volumetric courses in the two components (rho = 0.49, p = 0.03). Hormone receptor analysis revealed no differences in expression between the two components.
Conclusions: While the meningeal and intraosseous components of OMs respond differently to CPA withdrawal, their growth dynamics remain correlated.
目的:黄体酮暴露,如与醋酸环丙孕酮(CPA),可增加发生骨omeniniomas (OMs)的风险。本研究调查了这些肿瘤的脑膜和骨内成分的体积动力学及其在停药后的相关性。方法:本回顾性研究包括17例正在进行CPA治疗期间诊断的21例OMs。在多个时间点测量OMs的脑膜和骨内成分的体积。使用线性、指数、功率和Gompertz肿瘤生长模型对体积随时间的动态进行建模。通过免疫组化分析,对4例行手术的肿瘤进行两种成分的激素受体表达评估。结果:Gompertz肿瘤生长模型拟合数据最准确。停止CPA后,脑膜成分显示95%的肿瘤体积减少(40%的肿瘤体积大幅减少,55%的肿瘤体积适度减少)。所有病例的骨内构件均呈现持续生长,表现为三种不同的动态:缓慢生长(40%)、线性生长(45%)和伪指数生长(15%)。在两个成分的体积过程中观察到显著相关(rho = 0.49, p = 0.03)。激素受体分析显示,两种成分之间的表达没有差异。结论:虽然脑膜和骨内成分对CPA戒断的反应不同,但它们的生长动态仍然相关。
{"title":"Volumetric courses of the intraosseous and meningeal components of osteomeningiomas after cyproterone acetate treatment withdrawal.","authors":"Paul E Constanthin, Virginie Montalibet, Mégane Le Quang, Morgan Ollivier, Olivier Saut, Annabelle Collin, Julien Engelhardt","doi":"10.3171/2025.4.JNS25252","DOIUrl":"https://doi.org/10.3171/2025.4.JNS25252","url":null,"abstract":"<p><strong>Objective: </strong>Progestin exposure, such as with cyproterone acetate (CPA), could increase the risk of developing osteomeningiomas (OMs). This study investigated the volumetric dynamics of the meningeal and intraosseous components of these tumors and their correlation following CPA discontinuation.</p><p><strong>Methods: </strong>This retrospective study included 17 patients with 21 OMs diagnosed during ongoing CPA treatment. Volumes of the meningeal and intraosseous components of the OMs were measured at multiple time points. Volume dynamics over time were modeled using linear, exponential, power, and Gompertz tumor growth models. Hormone receptor expression in both components was evaluated via immunohistochemical analysis in the 4 tumors on which surgery was performed.</p><p><strong>Results: </strong>The Gompertz tumor growth model was the most accurate in fitting the data. After CPA cessation, the meningeal component showed volume reduction in 95% of tumors (a substantial decrease in 40% and a modest decrease in 55% of tumors). The intraosseous component exhibited sustained growth in all cases, characterized by three distinct dynamics: slowing growth (40%), linear growth (45%), and pseudo-exponential growth (15%). A significant correlation was observed between the volumetric courses in the two components (rho = 0.49, p = 0.03). Hormone receptor analysis revealed no differences in expression between the two components.</p><p><strong>Conclusions: </strong>While the meningeal and intraosseous components of OMs respond differently to CPA withdrawal, their growth dynamics remain correlated.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1-8"},"PeriodicalIF":3.6,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145092049","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}
Objective: To date, no studies have focused on the fresh frozen plasma (FFP)-to-red blood cell (RBC) transfusion ratio in patients with severe traumatic brain injury (TBI). Herein, the authors investigated the relationship between the FFP-to-RBC ratio and neurological outcomes, including mortality, in patients with severe TBI (Glasgow Coma Scale [GCS] score < 9).
Methods: This multicenter, retrospective, observational study used data from the Japan Trauma Data Bank from 2019 to 2023. The study included patients aged ≥ 18 years with severe TBI (defined as a GCS score < 9 and an Abbreviated Injury Scale [AIS] score > 2) without severe extracranial injury (AIS score > 2). The high-ratio group was defined as having an FFP-to-RBC ratio > 1, and the low-ratio group was defined as having a ratio of 1 or less. The association between the FFP-to-RBC ratio and outcomes was evaluated using propensity score-based inverse probability of treatment weighting. The primary outcome was in-hospital mortality, and the secondary outcome was a poor neurological outcome at discharge (defined as a Glasgow Outcome Scale score of 1-3).
Results: A total of 1007 patients were included in the analysis. Compared with the low-ratio group, the high-ratio group showed no significant differences in in-hospital mortality (adjusted odds ratio [aOR] 0.91, 95% CI 0.69-1.22) or poor neurological outcome (aOR 1.12, 95% CI 0.76-1.64).
Conclusions: The authors found no association between FFP-to-RBC transfusion ratio and neurological outcomes, including in-hospital mortality, in severe TBI.
目的:迄今为止,还没有研究关注严重创伤性脑损伤(TBI)患者新鲜冷冻血浆(FFP)与红细胞(RBC)的输血比例。在此,作者研究了严重TBI患者(格拉斯哥昏迷量表[GCS]评分< 9)ffp与rbc比值与神经预后(包括死亡率)之间的关系。方法:这项多中心、回顾性、观察性研究使用了日本创伤数据库2019年至2023年的数据。该研究纳入年龄≥18岁的严重TBI患者(定义为GCS评分< 9,简易损伤量表[AIS]评分> 2),无严重颅外损伤(AIS评分> 2)。高比值组定义为ffp与rbc比值bb0.1,低比值组定义为ffp与rbc比值小于等于1。使用基于倾向评分的治疗加权逆概率来评估ffp - rbc比率与结果之间的关系。主要结局是住院死亡率,次要结局是出院时不良的神经预后(定义为格拉斯哥结局量表得分为1-3)。结果:共纳入1007例患者。与低比值组相比,高比值组在住院死亡率(校正优势比[aOR] 0.91, 95% CI 0.69-1.22)或神经预后不良(aOR 1.12, 95% CI 0.76-1.64)方面无显著差异。结论:作者发现ffp与rbc输血比率与严重TBI患者的神经预后(包括住院死亡率)之间没有关联。
{"title":"Association between the fresh frozen plasma-to-red blood cell transfusion ratio and neurological outcomes in patients with severe traumatic brain injury.","authors":"Shu Utsumi, Shingo Ohki, Nobuaki Shime","doi":"10.3171/2025.5.JNS25939","DOIUrl":"https://doi.org/10.3171/2025.5.JNS25939","url":null,"abstract":"<p><strong>Objective: </strong>To date, no studies have focused on the fresh frozen plasma (FFP)-to-red blood cell (RBC) transfusion ratio in patients with severe traumatic brain injury (TBI). Herein, the authors investigated the relationship between the FFP-to-RBC ratio and neurological outcomes, including mortality, in patients with severe TBI (Glasgow Coma Scale [GCS] score < 9).</p><p><strong>Methods: </strong>This multicenter, retrospective, observational study used data from the Japan Trauma Data Bank from 2019 to 2023. The study included patients aged ≥ 18 years with severe TBI (defined as a GCS score < 9 and an Abbreviated Injury Scale [AIS] score > 2) without severe extracranial injury (AIS score > 2). The high-ratio group was defined as having an FFP-to-RBC ratio > 1, and the low-ratio group was defined as having a ratio of 1 or less. The association between the FFP-to-RBC ratio and outcomes was evaluated using propensity score-based inverse probability of treatment weighting. The primary outcome was in-hospital mortality, and the secondary outcome was a poor neurological outcome at discharge (defined as a Glasgow Outcome Scale score of 1-3).</p><p><strong>Results: </strong>A total of 1007 patients were included in the analysis. Compared with the low-ratio group, the high-ratio group showed no significant differences in in-hospital mortality (adjusted odds ratio [aOR] 0.91, 95% CI 0.69-1.22) or poor neurological outcome (aOR 1.12, 95% CI 0.76-1.64).</p><p><strong>Conclusions: </strong>The authors found no association between FFP-to-RBC transfusion ratio and neurological outcomes, including in-hospital mortality, in severe TBI.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1-8"},"PeriodicalIF":3.6,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145091971","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}
Objective: The aim of this study was to incorporate biomarkers into an inflammatory score to improve risk prediction of coagulopathy and hemorrhagic progression of a contusion (HPC) in patients with traumatic intraparenchymal hemorrhage (tIPH), and to further explore the interaction and mediation effects within the chain of events.
Methods: In this retrospective study, the medical records of patients with tIPH who received treatment at two centers from January 2019 to December 2021 were reviewed. Machine learning algorithms were applied for biomarker selection, and an inflammatory score was constructed. Multivariate logistic regression was used to assess the association between the inflammatory score, coagulopathy, and HPC. Measures on multiplicative and additive scales, as well as mediation effects, were subsequently estimated. Finally, by incorporating the inflammatory score, a hybrid model of HPC occurrence was established and validated.
Results: A total of 451 patients (median age 54 years [IQR 45-66 years]) with tIPH were included in this study. The inflammatory score was developed using a combination of parameters, including the mean platelet volume, lactate dehydrogenase level, pan-immune-inflammation value, hemoglobin-to-red blood cell distribution width ratio, and C-reactive protein-to-albumin ratio. The multivariate analysis confirmed that the inflammatory score was independently associated with both coagulopathy and HPC. Additionally, the effect of a high inflammatory score on HPC occurrence was partially mediated by coagulopathy, demonstrating both direct mediation and mediated interaction effects. As a key mediator, coagulopathy accounted for 9.6% of the positive associations. Furthermore, incorporating the inflammatory score into the hybrid model demonstrated significant incremental predictive value across the training, internal, and external test sets.
Conclusions: The inflammatory score was significantly associated with HPC, and this relationship was partially mediated by coagulopathy, with a potential synergistic interaction observed. The hybrid model improved HPC risk prediction.
{"title":"Association between inflammatory score, coagulopathy, and hemorrhagic progression in patients with traumatic intraparenchymal hemorrhage: an exploratory study with interaction and mediation models.","authors":"Peng Zhang, Can Tang, Yinan Zhou, Zezheng Zheng, Yu Chen, Haoqi Ni, Weizhong Zhang, Zhiyuan Yan, Zequn Li, Kuang Zheng","doi":"10.3171/2025.5.JNS25281","DOIUrl":"https://doi.org/10.3171/2025.5.JNS25281","url":null,"abstract":"<p><strong>Objective: </strong>The aim of this study was to incorporate biomarkers into an inflammatory score to improve risk prediction of coagulopathy and hemorrhagic progression of a contusion (HPC) in patients with traumatic intraparenchymal hemorrhage (tIPH), and to further explore the interaction and mediation effects within the chain of events.</p><p><strong>Methods: </strong>In this retrospective study, the medical records of patients with tIPH who received treatment at two centers from January 2019 to December 2021 were reviewed. Machine learning algorithms were applied for biomarker selection, and an inflammatory score was constructed. Multivariate logistic regression was used to assess the association between the inflammatory score, coagulopathy, and HPC. Measures on multiplicative and additive scales, as well as mediation effects, were subsequently estimated. Finally, by incorporating the inflammatory score, a hybrid model of HPC occurrence was established and validated.</p><p><strong>Results: </strong>A total of 451 patients (median age 54 years [IQR 45-66 years]) with tIPH were included in this study. The inflammatory score was developed using a combination of parameters, including the mean platelet volume, lactate dehydrogenase level, pan-immune-inflammation value, hemoglobin-to-red blood cell distribution width ratio, and C-reactive protein-to-albumin ratio. The multivariate analysis confirmed that the inflammatory score was independently associated with both coagulopathy and HPC. Additionally, the effect of a high inflammatory score on HPC occurrence was partially mediated by coagulopathy, demonstrating both direct mediation and mediated interaction effects. As a key mediator, coagulopathy accounted for 9.6% of the positive associations. Furthermore, incorporating the inflammatory score into the hybrid model demonstrated significant incremental predictive value across the training, internal, and external test sets.</p><p><strong>Conclusions: </strong>The inflammatory score was significantly associated with HPC, and this relationship was partially mediated by coagulopathy, with a potential synergistic interaction observed. The hybrid model improved HPC risk prediction.</p>","PeriodicalId":16505,"journal":{"name":"Journal of neurosurgery","volume":" ","pages":"1-10"},"PeriodicalIF":3.6,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145054278","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}