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Lele AV, Fong CT, Walters AM, Souter MJ. External Ventricular Drain Placement, Critical Care Utilization, Complications, and Clinical Outcomes after Spontaneous Subarachnoid Hemorrhage: A Single-Center Retrospective Cohort Study. J Clin Med 2024; 13:1032. [PMID: 38398345 PMCID: PMC10889127 DOI: 10.3390/jcm13041032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 02/08/2024] [Accepted: 02/08/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND To examine the association between external ventricular drain (EVD) placement, critical care utilization, complications, and clinical outcomes in hospitalized adults with spontaneous subarachnoid hemorrhage (SAH). METHODS A single-center retrospective study included SAH patients 18 years and older, admitted between 1 January 2014 and 31 December 2022. The exposure variable was EVD. The primary outcomes of interest were (1) early mortality (<72 h), (2) overall mortality, (3) improvement in modified-World Federation of Neurological Surgeons (m-WFNSs) grade between admission and discharge, and (4) discharge to home at the end of the hospital stay. We adjusted for admission m-WFNS grade, age, sex, race/ethnicity, intraventricular hemorrhage, aneurysmal cause of SAH, mechanical ventilation, critical care utilization, and complications within a multivariable analysis. We reported adjusted odds ratios (aORs) and 95% confidence intervals (CI). RESULTS The study sample included 1346 patients: 18% (n = 243) were between the ages of 18 and 44 years, 48% (n = 645) were between the age of 45-64 years, and 34% (n = 458) were 65 years and older, with other statistics of females (56%, n = 756), m-WFNS I-III (57%, n = 762), m-WFNS IV-V (43%, n = 584), 51% mechanically ventilated, 76% White (n = 680), and 86% English-speaking (n = 1158). Early mortality occurred in 11% (n = 142). Overall mortality was 21% (n = 278), 53% (n = 707) were discharged to their home, and 25% (n = 331) improved their m-WFNS between admission and discharge. Altogether, 54% (n = 731) received EVD placement. After adjusting for covariates, the results of the multivariable analysis demonstrated that EVD placement was associated with reduced early mortality (aOR 0.21 [0.14, 0.33]), an improvement in m-WFNS grade (aOR 2.06 [1.42, 2.99]) but not associated with overall mortality (aOR 0.69 [0.47, 1.00]) or being discharged home at the end of the hospital stay (aOR 1.00 [0.74, 1.36]). EVD was associated with a higher rate of ventilator-associated pneumonia (aOR 2.32 [1.03, 5.23]), delirium (aOR 1.56 [1.05, 2.32]), and a longer ICU (aOR 1.33 [1.29;1.36]) and hospital length of stay (aOR 1.09 [1.07;1.10]). Critical care utilization was also higher in patients with EVD compared to those without. CONCLUSIONS The study suggests that EVD placement in hospitalized adults with spontaneous subarachnoid hemorrhage (SAH) is associated with reduced early mortality and improved neurological recovery, albeit with higher critical care utilization and complications. These findings emphasize the potential clinical benefits of EVD placement in managing SAH. However, further research and prospective studies may be necessary to validate these results and provide a more comprehensive understanding of the factors influencing clinical outcomes in SAH.
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Affiliation(s)
- Abhijit Vijay Lele
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA 98195, USA; (C.T.F.); (A.M.W.); (M.J.S.)
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Nampei M, Suzuki Y, Nakajima H, Oinaka H, Kawakita F, Suzuki H. Acute-Phase Plasma Pigment Epithelium-Derived Factor Predicting Outcomes after Aneurysmal Subarachnoid Hemorrhage in the Elderly. Int J Mol Sci 2024; 25:1701. [PMID: 38338974 PMCID: PMC10855834 DOI: 10.3390/ijms25031701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/22/2024] [Accepted: 01/29/2024] [Indexed: 02/12/2024] Open
Abstract
Aneurysmal subarachnoid hemorrhage (SAH) has increased with the aging of the population, but the outcome for elderly SAH patients is very poor. Therefore, predicting the outcome is important for determining whether to pursue aggressive treatment. Pigment epithelium-derived factor (PEDF) is a matricellular protein that is induced in the brain, and the plasma levels could be used as a biomarker for the severity of metabolic diseases. This study investigated whether acute-phase plasma PEDF levels could predict outcomes after aneurysmal SAH in the elderly. Plasma samples and clinical variables were collected over 1-3 days, post-SAH, from 56 consecutive elderly SAH patients ≥75 years of age registered in nine regional stroke centers in Japan between September 2013 and December 2016. The samples and variables were analyzed in terms of 3-month outcomes. Acute-phase plasma PEDF levels were significantly elevated in patients with ultimately poor outcomes, and the cutoff value of 12.6 µg/mL differentiated 3-month outcomes with high sensitivity (75.6%) and specificity (80.0%). Acute-phase plasma PEDF levels of ≥12.6 µg/mL were an independent and possibly better predictor of poor outcome than previously reported clinical variables. Acute-phase plasma PEDF levels may serve as the first biomarker to predict 3-month outcomes and to select elderly SAH patients who should be actively treated.
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Affiliation(s)
| | | | | | | | | | - Hidenori Suzuki
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu 514-8507, Japan; (M.N.); (Y.S.); (H.N.); (H.O.); (F.K.)
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Nakajima H, Okada T, Kawakita F, Oinaka H, Suzuki Y, Nampei M, Kitano Y, Nishikawa H, Fujimoto M, Miura Y, Yasuda R, Toma N, Suzuki H. Cilostazol May Improve Outcomes Even in Patients with Aneurysmal Subarachnoid Hemorrhage Aged 75 Years and Older: Multicenter Cohort Study and Propensity Score-Matched Analyses. World Neurosurg 2024; 181:e273-e290. [PMID: 37839574 DOI: 10.1016/j.wneu.2023.10.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/07/2023] [Accepted: 10/08/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND The opportunities to treat elderly patients with aneurysmal subarachnoid hemorrhage (aSAH) are increasing globally, but the outcome remains poor. This study seeks to investigate treatment-related factors that can modify functional outcomes in patients with aSAH aged ≥75 years. METHODS A total of 202 patients with aSAH aged ≥75 years prospectively enrolled in 9 primary stroke centers from 2013 to 2021 were retrospectively analyzed. Clinical variables including treatments for hydrocephalus, angiographic vasospasm, and delayed cerebral ischemia were compared between patients with good (modified Rankin Scale [mRS] score 0-2) and poor (mRS score 3-6) outcomes at 90 days from onset, followed by multivariate analyses to find independent outcome determinants. A modifiable treatment-related variable was evaluated after propensity score matching with adjustments for age, sex, pre-onset mRS score, aSAH severity, and treatment modality. RESULTS More than half of patients showed World Federation of Neurological Societies grades IV-V on admission. Univariate analyses showed that advanced age, worse pre-onset mRS score, more severe neurologic status on admission, higher modified Fisher grade on admission computed tomography scans, and acute and chronic hydrocephalus were associated with poor outcomes. In contrast, administration of a phosphodiesterase type III inhibitor, cilostazol, was associated with good outcomes in both univariate (P = 0.036) and multivariate analyses (adjusted odds ratio, 0.305; 95% confidence interval, 0.097-0.955; P = 0.042). Propensity score matching analyses showed that patients treated with cilostazol had better outcomes (P = 0.016) with fewer incidences of delayed cerebral infarction (P = 0.008). CONCLUSIONS Even in patients with aSAH aged ≥75 years, cilostazol administration may lead to better outcomes by suppressing the development of delayed cerebral infarction.
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Affiliation(s)
- Hideki Nakajima
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan.
| | - Takeshi Okada
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Fumihiro Kawakita
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Hiroki Oinaka
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Yume Suzuki
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Mai Nampei
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Yotaro Kitano
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Hirofumi Nishikawa
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Masashi Fujimoto
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Yoichi Miura
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Ryuta Yasuda
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Naoki Toma
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Hidenori Suzuki
- Department of Neurosurgery, Mie University Graduate School of Medicine, Tsu, Japan
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Ozono I, Ikawa F, Hidaka T, Matsuda S, Oku S, Horie N, Date I, Suzuki M, Kobata H, Murayama Y, Sato A, Kato Y, Sano H. Different Risk Factors Between Cerebral Infarction and Symptomatic Cerebral Vasospasm in Patients with Aneurysmal Subarachnoid Hemorrhage. World Neurosurg 2023; 173:e487-e497. [PMID: 36841530 DOI: 10.1016/j.wneu.2023.02.085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 02/15/2023] [Accepted: 02/16/2023] [Indexed: 02/27/2023]
Abstract
OBJECTIVE Cerebral infarction due to cerebral vasospasm (IVS) after aneurysmal subarachnoid hemorrhage is associated with poor outcomes and symptomatic cerebral vasospasm (SVS). However, the difference of risk factors between SVS and IVS was unclear to date. In this study, we aimed to elucidate the risk factors for SVS and IVS based on the registry study. METHODS The modified World Federation of Neurosurgical Societies scale study comprises 1863 cases. Patients with aneurysmal subarachnoid hemorrhage who underwent radical treatment within 72 hours with a premorbid modified Rankin Scale score 0-2 as the inclusion criteria were retrospectively examined. The risk factors for SVS and IVS were analyzed using multivariable logistic regression analysis. RESULTS Among them, 1090 patients who met the inclusion criteria were divided into 2 groups according to SVS and IVS; 273 (25%) patients with SVS and 92 (8.4%) with IVS. Age was not a risk factor for SVS, but for IVS, and Fisher scale was a risk factor for SVS, but not for IVS. CONCLUSIONS The prevalence of IVS was not associated with the Fisher scale but with older age, suggesting possible factors other than SVS. Different associated factors between SVS and IVS were confirmed in this study.
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Affiliation(s)
- Iori Ozono
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Japan
| | - Fusao Ikawa
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Japan; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
| | - Toshikazu Hidaka
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Japan
| | - Shingo Matsuda
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Japan
| | - Shinnichiro Oku
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Japan
| | - Nobutaka Horie
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Isao Date
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Michiyasu Suzuki
- Department of Advanced ThermoNeuroBiology, Yamaguchi University School of Medicine, Ube, Yamaguchi, Japan
| | - Hitoshi Kobata
- Department of Neurosurgery, Osaka Mishima Emergency Critical Care Center, Osaka, Japan
| | - Yuichi Murayama
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Akira Sato
- Department of Rehabilitation, Gotanda Rehabilitation Hospital, Tokyo, Japan
| | - Yoko Kato
- Department of Neurosurgery, Fujita Health University Bantane Hospital, Nagoya, Japan
| | - Hirotoshi Sano
- Department of Neurosurgery, Shinkawabashi Hospital, Kawasaki, Japan
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Chalet FX, Briasoulis O, Manalastas EJ, Talbot DA, Thompson JC, Macdonald RL. Clinical Burden of Angiographic Vasospasm and Its Complications After Aneurysmal Subarachnoid Hemorrhage: A Systematic Review. Neurol Ther 2023; 12:371-390. [PMID: 36609962 PMCID: PMC10043150 DOI: 10.1007/s40120-022-00436-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 12/22/2022] [Indexed: 01/09/2023] Open
Abstract
INTRODUCTION Angiographic vasospasm (VSP), the narrowing of intracranial arteries, is a complication of aneurysmal subarachnoid hemorrhage (aSAH) and often results in delayed cerebral ischemia (DCI) and cerebral infarction. The objective of this systematic review was to summarize the clinical burden of angiographic VSP and its related complications (DCI and cerebral infarction) after aSAH. METHODS Systematic searches of MEDLINE, Embase, and the Cochrane Library were conducted (in January 2021) in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to identify studies reporting clinical outcomes of angiographic VSP and its related complications after aSAH. Study outcomes included measures of functional status (modified Rankin Scale [mRS], Glasgow Outcome Scale [GOS], extended Glasgow Outcome Scale [GOS-E], modified Barthel Index, or the modified National Institutes of Health Stroke Scale), cognitive status (Montreal Cognitive Assessment or the Mini Mental State Exam), clinical events (rebleeding), and mortality. Study selection, data extraction, and qualitative analyses were conducted. RESULTS Of 5704 abstracts reviewed, 110 studies were selected: 20 comparative and 39 regression-based studies were included in the qualitative synthesis, 51 descriptive studies were excluded. Most studies (51) were observational and conducted in a single country (53). The occurrence of angiographic VSP and its related complications after aSAH resulted in significantly poorer functional outcomes in three of nine comparative and 11 of 13 regression-based studies, measured by the mRS, and in five of six comparative and eight of nine regression-based studies, measured by the GOS and GOS-E. Angiographic VSP and its related complications were significantly associated with poor cognitive status in all five regression-based studies. Numerically or significantly higher mortality rates in patients with versus those without angiographic VSP and its related complications were reported in five of ten comparative studies and in eight of nine regression-based studies. Six studies looked at specific VSP populations (e.g., by severity or timing of VSP). CONCLUSION Patients with angiographic VSP and its related complications often had poor functional, neurological, and cognitive outcomes and reduced odds of survival both in hospital and at follow-up. We estimate that angiographic VSP and its related complications, DCI and cerebral infarction, lead to an approximately threefold higher odds of poor functional and cognitive outcomes, and about a twofold increase in the odds of death.
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Affiliation(s)
| | - Orestis Briasoulis
- Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, 4123, Allschwil, Switzerland
| | | | - Darren A Talbot
- Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, 4123, Allschwil, Switzerland
| | | | - R Loch Macdonald
- Community Health Partners, Community Neurosciences Institute, Fresno, CA, 93701, USA
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Hosogai M, Ikawa F, Hidaka T, Matsuda S, Ozono I, Inamasu J, Kobata H, Murayama Y, Sato A, Kato Y, Sano H, Yamaguchi S, Horie N. Changes in Short-Term Outcomes After Discharge in Patients with Aneurysmal Subarachnoid Hemorrhage: A Multicenter, Prospective, Observational Study. World Neurosurg 2022; 164:e1214-e1225. [PMID: 35688375 DOI: 10.1016/j.wneu.2022.05.140] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/31/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVE The objective of the study was to clarify the prevalence of and factors associated with changes in patients' outcomes between discharge and 3 months after the onset of aneurysmal subarachnoid hemorrhage (aSAH). Additionally, the World Federation of Neurosurgical Societies (WFNS) and modified WFNS (mWFNS) scales were compared. METHODS The data of curatively treated patients with aSAH, collected prospectively in the mWFNS scale study between January 2010 and December 2012, were analyzed retrospectively. The improvement or decline in the modified Rankin Scale (mRS) scores between discharge and 3 months after onset was determined. A multivariable logistic regression analysis was performed to identify factors, such as age and WFNS and mWFNS grades, associated with changes in the outcome. RESULTS The mRS scores improved in 28.3% and declined in 2.5% of the patients. WFNS and mWFNS grades Ⅱ-V on admission were significantly associated with improved mRS scores at 3 months after onset. Older age (age: 65-74 years vs. age <65 years, odds ratio: 6.59, 95% confidence interval: 1.28-34.01; age ≥75 years vs. age <65 years, odds ratio: 17.67, 95% confidence interval: 2.11-148.26) and WFNS grade III were significantly associated with a decline in mRS scores at 3 months after onset. CONCLUSIONS The optimal timing for postdischarge assessment of outcomes may be at 3 months after onset, especially in older patients with aSAH. The mWFNS scale is presumed to more accurately assess the outcomes of patients with aSAH than the WFNS scale, as demonstrated in this study.
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Affiliation(s)
- Masahiro Hosogai
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Shimane, Japan; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Fusao Ikawa
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Shimane, Japan; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
| | - Toshikazu Hidaka
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Shimane, Japan
| | - Shingo Matsuda
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Shimane, Japan
| | - Iori Ozono
- Department of Neurosurgery, Shimane Prefectural Central Hospital, Izumo, Shimane, Japan
| | - Joji Inamasu
- Department of Neurosurgery, Saiseikai Utsunomiya hospital, Utsunomiya, Tochigi, Japan
| | - Hitoshi Kobata
- Department of Neurosurgery, Osaka Mishima Emergency Critical Care Center, Osaka, Japan
| | - Yuichi Murayama
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Akira Sato
- Department of Rehabiltation, Gotanda Rehabilitation Hospital, Tokyo, Japan
| | - Yoko Kato
- Department of Neurosurgery, Fujita Health University Bantane Hospital, Nagoya, Japan
| | - Hirotoshi Sano
- Department of Neurosurgery, Shinkawabashi Hospital, Kawasaki, Japan
| | | | - Nobutaka Horie
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
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TAKARA H, KOHATSU Y, SUZUKI S, SATOH S, ABE Y, MIYAZATO S, MINAKATA S, MORIYA M. Initiating Mobilization Is Not Associated with Symptomatic Cerebral Vasospasm in Patients with Aneurysmal Subarachnoid Hemorrhage: A Retrospective Multicenter Case-control Study. Phys Ther Res 2022; 25:134-142. [PMID: 36819919 PMCID: PMC9910352 DOI: 10.1298/ptr.e10205] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 09/26/2022] [Indexed: 11/09/2022]
Abstract
OBJECTIVE The study aim was to investigate the association between initiating mobilization within 7 days after onset and symptomatic cerebral vasospasm (SCV) in patients with aneurysmal subarachnoid hemorrhage (aSAH). METHODS This was a retrospective multicenter case-control study in Japan. Patients with a diagnosis of aSAH who underwent physical therapy with/without occupational therapy were included and categorized into 2 groups according to the presence or absence of SCV. Initiating mobilization was defined as sitting on the bed edge (at least once, with/without assist, regardless of duration) within 7 days after aSAH onset. Cox proportional hazards regression analysis was performed to evaluate the association between initiating mobilization within 7 days after onset and SCV. RESULTS The analysis included 510 patients. Among all included patients, 57 (11.2%) patients had SCV. In the univariate Cox proportional hazards regression analysis, initiating of mobilization was not associated with SCV (hazard ratio [HR] = 0.78; 95% confidence interval [CI] = 0.45-1.32). In the multivariate analysis, only the modified Fisher scale was significantly associated with SCV (HR = 26.23; 95% CI = 1.21-571.0). CONCLUSION Initiating mobilization within 7 days after aSAH onset was not associated with SCV in patients with aSAH.
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Affiliation(s)
- Hikaru TAKARA
- Department of Rehabilitation, Naha City Hospital, Japan
| | | | - Shota SUZUKI
- Department of Rehabilitation, Saitama Medical Center, Saitama Medical University, Japan
| | - Shuhei SATOH
- Department of Rehabilitation, Akita Cerebrospinal and Cardiovascular Center, Japan
| | - Yoko ABE
- Department of Rehabilitation, Sapporo Shiroishi Memorial Hospital, Japan
| | | | - Shin MINAKATA
- Department of Rehabilitation Medicine, Akita University Hospital, Japan
| | - Masamichi MORIYA
- Physical Therapy Major, Faculty of Health Care and Medical Sports, Teikyo Heisei University, Japan
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Imberti R, Picetti E, Rossi S, Capaccio E, Accetta G, Klersy C, Lafe E, Pietrobono L, Cimino F, Frattini L, Grappa E, Casagli S, Crobeddu E, Iotti GA. Intracranial Pressure Monitoring in Poor-Grade Patients with Aneurysmal Subarachnoid Hemorrhage Treated by Coiling. World Neurosurg 2021; 156:e206-e214. [PMID: 34520863 DOI: 10.1016/j.wneu.2021.09.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 09/05/2021] [Accepted: 09/06/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE The main objective of the present study was to analyze the intracranial pressure (ICP) and cerebral perfusion pressure (CPP) changes during coiling. We also evaluated the prevalence of rebleeding and outcomes for patients monitored before and after coiling. METHODS Ninety-nine consecutive poor-grade patients with aneurysmal subarachnoid hemorrhage (aSAH; World Federation of Neurological Surgeons grade IV and V) were enrolled in our prospective observational study. For 31 patients, ICP and CPP monitoring was started immediately after the diagnosis of aSAH, and the values were recorded every 15 minutes during coiling (early ICP group). For 68 patients, ICP and CPP monitoring began after coiling (late ICP group). The outcomes were evaluated at 90 days using the modified Rankin scale. RESULTS At the beginning of coiling, the ICP was >20 mm Hg in 10 patients (35.7%). The median ICP was 18 mm Hg (range, 5-60 mm Hg). The CPP was <60 mm Hg in 6 patients (24%). The median CPP was 70 mm Hg (range, 30-101 mm Hg). Despite medical treatment and/or cerebrospinal fluid drainage, 51.6% of the patients monitored during coiling had at least one episode of intracranial hypertension (defined as ICP >20 mm Hg), and 51.6% had at least one episode of reduced CPP (defined as CPP <60 mm Hg). Early monitoring (before aneurysm repair) was not associated with rebleeding. At 90 days, the functional recovery was better in the early ICP group (P = 0.004). CONCLUSIONS During coiling, patients with poor-grade aSAH can experience episodes of intracranial hypertension and reduced CPP. Early and appropriate treatment of elevated ICP was not associated with rebleeding and might have improved the outcomes.
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Affiliation(s)
- Roberto Imberti
- Phase I Clinical Trials Unit and Experimental Therapy, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.
| | - Edoardo Picetti
- Department of Anesthesia and Intensive Care, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Sandra Rossi
- Department of Anesthesia and Intensive Care, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Emanuele Capaccio
- Dipartimento di Scienze Medico-Chirurgiche, Diagnostiche e Pediatriche, Università di Pavia, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; UOC Anestesia e Rianimazione 1, Dipartimento di Medicina Intensiva, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Giovanni Accetta
- Dipartimento di Scienze Medico-Chirurgiche, Diagnostiche e Pediatriche, Università di Pavia, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; UOC Anestesia e Rianimazione 1, Dipartimento di Medicina Intensiva, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Catherine Klersy
- Servizio di Epidemiologia Clinica e Biometria, Direzione Scientifica, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Elvis Lafe
- UOC Radiologia, Neuroradiologia Diagnostica e Interventistica, Dipartimento di Medicina Intensiva, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Luigi Pietrobono
- UOC Radiologia, Neuroradiologia Diagnostica e Interventistica, Dipartimento di Medicina Intensiva, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Francesco Cimino
- Servizio di Anestesia e Rianimazione 2, Ospedale S. Maria della Misericordia, Perugia, Italy
| | - Lara Frattini
- S.C. Anestesia e Rianimazione Neurochirurgica e Generale, ASST Sette Laghi, Varese, Italy
| | - Elena Grappa
- Anestesia e Rianimazione - ASST Cremona, Cremona, Italy
| | - Sergio Casagli
- SOD Neuroanestesia e Rianimazione, AOUP Pisa, Pisa, Italy
| | - Emanuela Crobeddu
- Divisione di Neurochirugia, AOU Maggiore della Carità, Novara, Italy; Department of Neuroscience, University of Turin, Turin, Italy
| | - Giorgio Antonio Iotti
- UOC Anestesia e Rianimazione 1, Dipartimento di Medicina Intensiva, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; Servizio di Epidemiologia Clinica e Biometria, Direzione Scientifica, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
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Kim KH, Koo HW, Lee BJ, Sohn MJ. Analysis of risk factors correlated with angiographic vasospasm in patients with aneurysmal subarachnoid hemorrhage using explainable predictive modeling. J Clin Neurosci 2021; 91:334-342. [PMID: 34373049 DOI: 10.1016/j.jocn.2021.07.028] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/14/2021] [Accepted: 07/18/2021] [Indexed: 01/13/2023]
Abstract
Cerebral vasospasm (CAV) is a major complication of aneurysmal subarachnoid hemorrhage (aSAH) in patients with ruptured intracranial aneurysm. Explainable artificial intelligence (XAI) was used to analyze the contribution of risk factors on the development of CAV. We obtained data about patients (n = 343) treated for aSAH in our hospital. Predictive factors including age, aneurysm size, Hunt and Hess grade, and modified Fisher grade were used as input to analyze the contribution and correlation of factors correlated with CAV using a random forest regressor. An analysis conducted using an XAI model showed that aneurysm size (27.6%) was most significantly associated with the development of CAV, followed by age (20.7%) and Glasgow coma scale score (7.1%). In some patients with an estimated artificial intelligence-selected CAV value of 51%, the important risk factors were aneurysm size (9.1 mm) and location, and hypertension is also considered a major influencing factor. We could predict that Fisher grade 3 contributed to 20.3%, and the group using Antiplatelet contributed to 12.2% which is expected to lower cerebral CAV compared to the Control group (16.9%). The accuracy rate of the XAI system was 85.5% (area under the curve = 0.88). Using the modeling, aneurysm size and age were quantitatively analyzed and were found to be significantly associated with CAV in patients with aSAH. Hence, XAI modeling techniques can be used to analyze factors correlated with CAV by schematizing prediction results in some patients. Moreover, poor Fisher grade and use of postoperative antiplatelet agent are important factors for prediction of CAV.
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Affiliation(s)
- Kwang Hyeon Kim
- Department of Neurosurgery, Neuroscience & Radiosurgery Hybrid Research Center, Inje University Ilsan Paik Hospital, College of Medicine, Goyang, Republic of Korea
| | - Hae-Won Koo
- Department of Neurosurgery, Neuroscience & Radiosurgery Hybrid Research Center, Inje University Ilsan Paik Hospital, College of Medicine, Goyang, Republic of Korea.
| | - Byung-Jou Lee
- Department of Neurosurgery, Neuroscience & Radiosurgery Hybrid Research Center, Inje University Ilsan Paik Hospital, College of Medicine, Goyang, Republic of Korea
| | - Moon-Jun Sohn
- Department of Neurosurgery, Neuroscience & Radiosurgery Hybrid Research Center, Inje University Ilsan Paik Hospital, College of Medicine, Goyang, Republic of Korea
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