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Fernández-Pérez I, Jiménez-Balado J, Macias-Gómez A, Suárez-Pérez A, Vallverdú-Prats M, Pérez-Giraldo A, Viles-García M, Peris-Subiza J, Vidal-Notari S, Giralt-Steinhauer E, Guisado-Alonso D, Esteller M, Rodriguez-Campello A, Jiménez-Conde J, Ois A, Cuadrado-Godia E. Blood DNA Methylation Analysis Reveals a Distinctive Epigenetic Signature of Vasospasm in Aneurysmal Subarachnoid Hemorrhage. Transl Stroke Res 2025; 16:715-727. [PMID: 38649590 DOI: 10.1007/s12975-024-01252-x] [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: 02/27/2024] [Revised: 03/28/2024] [Accepted: 04/06/2024] [Indexed: 04/25/2024]
Abstract
Vasospasm is a potentially preventable cause of poor prognosis in patients with aneurysmal subarachnoid hemorrhage (aSAH). Epigenetics might provide insight on its molecular mechanisms. We aimed to analyze the association between differential DNA methylation (DNAm) and development of vasospasm. We conducted an epigenome-wide association study in 282 patients with aSAH admitted to our hospital. DNAm was assessed with the EPIC Illumina chip (> 850 K CpG sites) in whole-blood samples collected at hospital admission. We identified differentially methylated positions (DMPs) at the CpG level using Cox regression models adjusted for potential confounders, and then we used the DMP results to find differentially methylated regions (DMRs) and enriched biological pathways. A total of 145 patients (51%) experienced vasospasm. In the DMP analysis, we identified 31 CpGs associated with vasospasm at p-value < 10-5. One of them (cg26189827) was significant at the genome-wide level (p-value < 10-8), being hypermethylated in patients with vasospasm and annotated to SUGCT gene, mainly expressed in arteries. Region analysis revealed 13 DMRs, some of them annotated to interesting genes such as POU5F1, HLA-DPA1, RUFY1, and CYP1A1. Functional enrichment analysis showed the involvement of biological processes related to immunity, inflammatory response, oxidative stress, endothelial nitric oxide, and apoptosis. Our findings show, for the first time, a distinctive epigenetic signature of vasospasm in aSAH, establishing novel links with essential biological pathways, including inflammation, immune responses, and oxidative stress. Although further validation is required, our results provide a foundation for future research into the complex pathophysiology of vasospasm.
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Affiliation(s)
- Isabel Fernández-Pérez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Joan Jiménez-Balado
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain.
| | - Adrià Macias-Gómez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Antoni Suárez-Pérez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Marta Vallverdú-Prats
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | | | - Marc Viles-García
- Neuroradiology Department, Hospital del Mar, Barcelona, Catalunya, Spain
| | | | | | - Eva Giralt-Steinhauer
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Daniel Guisado-Alonso
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Manel Esteller
- Cancer Epigenetics Group, Research Institute Against Leukemia Josep Carreras, Badalona, Catalunya, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Catalunya, Spain
| | - Ana Rodriguez-Campello
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Jordi Jiménez-Conde
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Angel Ois
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Elisa Cuadrado-Godia
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
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Kus WP, Pereira Furtado F, de França Y, Camatti R, Britz JPE, Antunes VDLJ, Kopittke L, Valdeci Worm P. Analysis of delayed cerebral ischemia incidence after treatment for aneurysmal subarachnoid hemorrhage in young adults: A cohort study. Surg Neurol Int 2024; 15:449. [PMID: 39777177 PMCID: PMC11704440 DOI: 10.25259/sni_648_2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 11/08/2024] [Indexed: 01/11/2025] Open
Abstract
Background This study aimed to analyze the incidence of delayed cerebral ischemia (DCI) and outcome stratified by age in patients who suffered aneurysmal subarachnoid hemorrhage. Methods A cohort study with patients from Christ the Redeemer Hospital from 2014 to 2020, with 359 patients separated into 2 groups, 48 of them aged under 40 years and 311 aged 40 years or over. Results In patients under 40 years of age, DCI was found in 81.3%, while in patients aged 40 or over, it was 61.4%. A relative risk of 1.32 (confidence interval: 1.12-1.55), with P = 0.013. After multivariate assessment, patients aged under 40 years were found to have a 27-39% higher risk of presenting DCI. Conclusion We identified that age under 40 years is a risk factor for the occurrence of DCI.
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Affiliation(s)
- Willian Pegoraro Kus
- Department of Neurosurgery, Christ the Redeemer Hospital, Porto Alegre, Rio Grande do Sul, Brazil
| | - Felipe Pereira Furtado
- Department of Health Sciences, Medical School, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | - Yasmin de França
- Department of Health Sciences, Medical School, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | - Roberta Camatti
- Department of Health Sciences, Medical School, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | | | | | - Luciane Kopittke
- Department of Health Sciences, Conceição Hospital Group, Porto Alegre, Rio Grande do Sul, Brazil
| | - Paulo Valdeci Worm
- Department of Neurosurgery, Christ the Redeemer Hospital, Porto Alegre, Rio Grande do Sul, Brazil
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Yang C, Zhao Z, Yang B, Wang K, Zhu G, Miao H. Sex Differences in Outcome of Aneurysmal Subarachnoid Hemorrhage and Its Relation to Postoperative Cerebral Ischemia. Neurocrit Care 2024; 41:985-996. [PMID: 38954369 PMCID: PMC11599536 DOI: 10.1007/s12028-024-02028-9] [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: 01/24/2024] [Accepted: 05/31/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Whether there is a sex difference in the outcome of aneurysmal subarachnoid hemorrhage (aSAH) remains controversial, and clarifying the role of women in postoperative cerebral ischemic events can help us to understand its relationship with poor prognosis. Therefore, the purpose of this study was to elucidate the relationship between the three aspects of sex differences, postoperative cerebral ischemia, and poor prognosis after aSAH. METHODS A total of 472 patients admitted within 72 h after aSAH between January 2018 and December 2022 were included. We systematically analyzed the characteristics of sex differences in aSAH and explored the relationship between delayed cerebral ischemia (DCI), surgery-related cerebral infarction (SRCI), and poor prognosis (modified Rankin Scale > 2). RESULTS Compared with women, men were in worse condition and had more intracerebral hematoma (p = 0.001) on admission, whereas women were older (p < 0.001) and had more multiple aneurysms (p = 0.002). During hospitalization, men were more likely to experience emergency intubation (p = 0.036) and tracheotomy (p = 0.013). Women achieved functional independence at discharge at a similar rate to men (p = 0.394). Among postoperative complications, the incidence of DCI (22% vs. 12%, p = 0.01) and urinary tract infection (p = 0.022) was significantly higher in women. After adjusting for age, multivariable regression analysis showed that hypertension (odds ratio [OR] 2.139, 95% confidence interval [CI] 1.027-4.457), preoperative rerupture (OR 12.240, 95% CI 1.491-100.458), pulmonary infection (OR 2.297, 95% CI 1.070-4.930), external ventricular drainage placement (OR 4.382, 95% CI 1.550-12.390), bacteremia (OR 14.943, 95% CI 1.412-158.117), SRCI (OR 8.588, 95% CI 4.092-18.023), venous thrombosis (OR 5.283, 95% CI 1.859-15.013), higher modified Fisher grades (p = 0.003), and Hunt-Hess grades (p = 0.035) were associated with poor prognosis, whereas DCI (OR 1.394, 95% CI 0.591-3.292) was not an independent risk factor for poor prognosis. The proportion of patients who fully recovered from cerebral ischemia was higher in the DCI group (p < 0.001) compared with the SRCI group, and more patients were discharged with modified Rankin Scale > 2 in the SRCI group (p = 0.005). CONCLUSIONS Women have a higher incidence of DCI, but there is no sex difference in outcomes after aSAH, and poor prognosis is associated with worse admission condition and perioperative complications. SRCI is a strong independent risk factor for poor prognosis, whereas DCI is not.
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Affiliation(s)
- Cheng Yang
- Department of Neurosurgery, Southwest Hospital, Army Medical University, Chongqing, 400038, China
| | - Zenan Zhao
- Department of Neurosurgery, Chongqing Western Hospital, Chongqing, 400052, China
| | - Biao Yang
- Department of Neurosurgery, Dazu Hospital of Chongqing Medical University, Chongqing, 402360, China
| | - Kaishan Wang
- Department of Neurosurgery, Southwest Hospital, Army Medical University, Chongqing, 400038, China
| | - Gang Zhu
- Department of Neurosurgery, Southwest Hospital, Army Medical University, Chongqing, 400038, China
| | - Hongping Miao
- Department of Neurosurgery, Southwest Hospital, Army Medical University, Chongqing, 400038, China.
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Tawakul A, Alluqmani MM, Badawi AS, Alawfi AK, Alharbi EK, Aljohani SA, Mogharbel GH, Alahmadi HA, Khawaji ZY. Risk Factors for Cerebral Vasospasm After Subarachnoid Hemorrhage: A Systematic Review of Observational Studies. Neurocrit Care 2024; 41:1081-1099. [PMID: 39048760 DOI: 10.1007/s12028-024-02059-2] [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: 01/11/2024] [Accepted: 06/25/2024] [Indexed: 07/27/2024]
Abstract
Cerebral vasospasm (CV) following subarachnoid hemorrhage (SAH) remains one of the leading causes of high mortality and poor outcomes. Understanding the risk factors associated with CV is pivotal to improving patients' outcomes. We conducted an extensive search for analytical observational studies that analyzed the correlation between various variables and the likelihood of CV development among adult patients with SAH (age ≥ 18 years). Five scholar databases were used, namely, PubMed, EBSCO, Web of Science, Science Direct, and Google Scholar. Relevant studies published between January 1st, 2016, and August 9th, 2023, were included. The Newcastle-Ottawa Scale was adopted to assess the risk of bias among included observational studies. A total of 33 studies met the inclusion criteria. Of the 24,958 patients with SAH who were identified, 6,761 patients had a subsequent CV (27.1%). Several statistically significant risk factors were reported across the literature. Younger age, female sex, smoking, alcohol intake, modified Fisher grade 3-4, higher Hunt and Hess grading, and the presence of multiple comorbidities (diabetes, hypertension, congestive heart failure, and history of stroke) were among the well-established risk factors for CV. Additionally, leukocytosis was consistently reported to be a significant predictor in multiple studies, providing compelling evidence for its association with CV. Even though single studies reported an association between CV and certain variables, further research is necessary to investigate the implications of these findings. These include arterial tortuosity, hypokalemia, potassium to glucose gradient, hypoalbuminemia, anemia, von Willebrand factor and vascular endothelial growth factor, use of desflurane, and hemodynamic stability. Overall, this systemic review provides a comprehensive summary of the current data that evaluates the potential risk factors for the development of CV after SAH. However, because of data heterogeneity, certain factors require further validation in their correlation with CV development. Larger-scale observational and clinical trials are mandatory to extensively investigate the significant predictors of CV to lay the scientific foundation for improving outcomes in susceptible patients with SAH.
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Affiliation(s)
- Abdullah Tawakul
- Department of Medicine, Faculty of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Majed Mohammedali Alluqmani
- Department of Neurology and Neuroimmunology and Neuroinflammatory, Demyelinating Disease, College of Medicine, Taibah University, Madinah, Saudi Arabia
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5
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Swiatek VM, Amini A, Marinescu M, Dumitru CA, Spitz L, Stein KP, Saalfeld S, Rashidi A, Sandalcioglu IE, Neyazi B. Sex Differences in Intracranial Aneurysms: A Matched Cohort Study. J Pers Med 2024; 14:1038. [PMID: 39452545 PMCID: PMC11508385 DOI: 10.3390/jpm14101038] [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: 08/13/2024] [Revised: 09/19/2024] [Accepted: 09/25/2024] [Indexed: 10/26/2024] Open
Abstract
Background: Aneurysmal subarachnoid hemorrhage (SAH) predominantly affects women, accounting for 65% of cases. Women have a 1.3 times higher relative risk than men, with the incidence rising particularly in women aged 55-85 years. Women also have a higher prevalence of unruptured intracranial aneurysms (IAs), especially after the age of 50 years, and are at greater risk of aneurysm growth and rupture. This study aimed to isolate the influence of sex on rupture rate, bleeding severity, functional outcomes, and complications by using a matched cohort, while also examining the impact of sex on aneurysm localization and multiplicity. Methods: We utilized a retrospectively collected database of 300 patients with 511 IAs. Inclusion criteria included the availability of clinical data and 3D angiography for semi-automatic reconstruction of IA morphology. Female patients and their IA were matched with male patients according to clinical parameters and 21 morphological characteristics using an interactive visual exploration tool for multidimensional matching. Results: Contrary to previously published results, our study found no significant sex differences in rupture rates or vasospasm rates between male and female patients. The severity of SAH, functional outcomes, and complications such as hydrocephalus were also similar in women and men. However, women exhibited a higher prevalence of multiple aneurysms and distinct localization patterns. Conclusions: This study underscores the complex role of sex in IA development and rupture. Although sex-specific biological factors influence aneurysm characteristics, they do not necessarily translate into differences in clinical outcomes. Further research is needed to explore these factors and their impact on aneurysm development and management.
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Affiliation(s)
- Vanessa M. Swiatek
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
| | - Amir Amini
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
| | - Michelle Marinescu
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
| | - Claudia A. Dumitru
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
| | - Lena Spitz
- Department of Simulation and Graphics, Otto-von-Guericke University, 39106 Magdeburg, Germany;
- Research Campus STIMULATE, 39106 Magdeburg, Germany;
| | - Klaus-Peter Stein
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
| | - Sylvia Saalfeld
- Research Campus STIMULATE, 39106 Magdeburg, Germany;
- Department of Medical Informatics, University Hospital Schleswig-Holstein Campus Kiel, 24105 Kiel, Germany
| | - Ali Rashidi
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
| | - I. Erol Sandalcioglu
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
| | - Belal Neyazi
- Department of Neurosurgery, Otto-von-Guericke University, 39120 Magdeburg, Germany; (V.M.S.); (A.A.); (M.M.); (C.A.D.); (K.-P.S.); (A.R.); (I.E.S.)
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Teranishi K, Goto M, Sunohara T, Koyanagi M, Takeda J, Fukumitsu R, Fukui N, Takano Y, Nakajima K, Naramoto Y, Yamamoto Y, Nishii R, Kawade S, Takamatsu T, Tokuda M, Tomita H, Yoshimoto M, Imamura H, Sakai N, Ohta T. Bacterial Meningitis Following Aneurysmal Subarachnoid Hemorrhage and Its Association with Cerebral Vasospasm. Neurol Med Chir (Tokyo) 2024; 64:339-346. [PMID: 39069482 PMCID: PMC11461185 DOI: 10.2176/jns-nmc.2024-0076] [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: 03/26/2024] [Accepted: 05/22/2024] [Indexed: 07/30/2024] Open
Abstract
Aneurysmal subarachnoid hemorrhage (aSAH) is a critical condition with high in-hospital mortality rates. Delayed cerebral ischemia (DCI), a secondary complication associated with aSAH, can also contribute to morbidity and mortality. Although draining the hematoma from the subarachnoid space has been considered effective in preventing DCI, the placement of a drainage system could increase the risk of bacterial meningitis and ventriculitis. This study aimed to examine the association between meningitis following aSAH and the occurrence of DCI, focusing on the role of cerebral vasospasm. Patients who underwent endovascular coiling or surgical clipping for aSAH from April 2001 to March 2022 were included in this study, while those who did not undergo postoperative drainage were excluded. The patient's clinical characteristics, treatment modalities, and outcomes were then analyzed, after which logistic regression was used to assess the odds ratios (OR) for DCI. A total of 810 patients with aSAH were included in this study. Meningitis following aSAH was identified as an independent factor associated with DCI (odds ratio 5.0 [95% confidence intervals (CI) 2.3-11]). Other significant factors were female sex (odds ratio 1.5 [95% CI 0.89-2.5]) and surgical clipping (odds ratio 2.1 [95% CI 1.3-3.4]). This study demonstrated a significant association between meningitis following aSAH and the development of DCI, suggesting that the inflammatory environment associated with meningitis may contribute to cerebral vasospasm. Early recognition and treatment of meningitis in patients with aSAH could reduce the risk of DCI and improve patient outcomes.
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Affiliation(s)
| | - Masanori Goto
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Tadashi Sunohara
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Masaomi Koyanagi
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Junichi Takeda
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Ryu Fukumitsu
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Nobuyuki Fukui
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Yuki Takano
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Kota Nakajima
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Yuji Naramoto
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Yasuhiro Yamamoto
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Rikuo Nishii
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Satohiro Kawade
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | | | - Masanori Tokuda
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Hikari Tomita
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Mai Yoshimoto
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Hirotoshi Imamura
- Department of Neurosurgery, National Cerebral and Cardiovascular Center
| | - Nobuyuki Sakai
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Tsuyoshi Ohta
- Department of Neurosurgery, Kobe City Medical Center General Hospital
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7
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Macias-Gómez A, Jiménez-Balado J, Fernández-Pérez I, Suárez-Pérez A, Vallverdú-Prats M, Guimaraens L, Vivas E, Saldaña J, Giralt-Steinhauer E, Guisado-Alonso D, Villalba G, Gracia MP, Esteller M, Rodriguez-Campello A, Jiménez-Conde J, Ois A, Cuadrado-Godia E. The influence of epigenetic biological age on key complications and outcomes in aneurysmal subarachnoid haemorrhage. J Neurol Neurosurg Psychiatry 2024; 95:675-681. [PMID: 38302433 DOI: 10.1136/jnnp-2023-332889] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/16/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND We aimed to investigate the association between DNA-methylation biological age (B-age) calculated as age acceleration (ageAcc) and key aneurysmal subarachnoid haemorrhage (aSAH) complications such as vasospasm, delayed cerebral ischaemia (DCI), poor outcome, and mortality. METHODS We conducted a prospective study involving 277 patients with aSAH. B-age was determined in whole blood samples using five epigenetic clocks: Hannum's, Horvath's, Levine's and both versions of Zhang's clocks. Age acceleration was calculated as the residual obtained from regressing out the effect of C-age on the mismatch between C-age and B-age. We then tested the association between ageAcc and vasospasm, DCI and 12-month poor outcome (mRS 3-5) and mortality using linear regression models adjusted for confounders. RESULTS Average C-age was 55.0 years, with 66.8% being female. Vasospasm occurred in 143 cases (51.6%), DCI in 70 (25.3%) and poor outcomes in 99 (35.7%), with a mortality rate of 20.6%. Lower ageAcc was linked to vasospasm in Horvath's and Levine's clocks, whereas increased ageAcc was associated with 12-month mortality in Hannum's clock. No significant differences in ageAcc were found for DCI or poor outcome at 12 months with other clocks. CONCLUSIONS Our study indicates that B-age is independently associated with vasospasm and 12-month mortality in patients with aSAH. These findings underscore the potential role of epigenetics in understanding the pathophysiology of aSAH-related complications and outcomes.
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Affiliation(s)
- Adrià Macias-Gómez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
| | - Joan Jiménez-Balado
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
| | - Isabel Fernández-Pérez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
| | - Antoni Suárez-Pérez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
| | - Marta Vallverdú-Prats
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
| | - Leopoldo Guimaraens
- J.J. Merland of Therapeutic Neuroangiography, Hospital del Mar, Barcelona, Catalunya, Spain
| | - Elio Vivas
- J.J. Merland of Therapeutic Neuroangiography, Hospital del Mar, Barcelona, Catalunya, Spain
| | - Jesus Saldaña
- J.J. Merland of Therapeutic Neuroangiography, Hospital del Mar, Barcelona, Catalunya, Spain
| | - Eva Giralt-Steinhauer
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
| | - Daniel Guisado-Alonso
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
| | - Gloria Villalba
- Neurosurgery Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Maria-Pilar Gracia
- Pompeu Fabra University, Barcelona, Catalunya, Spain
- Intensive Care Department, Hospital del Mar, Barcelona, Catalunya, Spain
| | - Manel Esteller
- Cancer Epigenetics Group, Research Institute Against Leukemia Josep Carreras, Badalona, Catalunya, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Catalunya, Spain
| | - Ana Rodriguez-Campello
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Jordi Jiménez-Conde
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Angel Ois
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Elisa Cuadrado-Godia
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
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8
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Berli S, Barbagallo M, Keller E, Esposito G, Pagnamenta A, Brandi G. Sex-Related Differences in Mortality, Delayed Cerebral Ischemia, and Functional Outcomes in Patients with Aneurysmal Subarachnoid Hemorrhage: A Systematic Review and Meta-Analysis. J Clin Med 2024; 13:2781. [PMID: 38792323 PMCID: PMC11122382 DOI: 10.3390/jcm13102781] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 04/30/2024] [Accepted: 05/06/2024] [Indexed: 05/26/2024] Open
Abstract
Background/Objective: Sex-related differences among patients with aneurysmal subarachnoid hemorrhage (aSAH) and their potential clinical implications have been insufficiently investigated. To address this knowledge gap, we conduct a comprehensive systematic review and meta-analysis. Methods: Sex-specific differences in patients with aSAH, including mortality, delayed cerebral ischemia (DCI), and functional outcomes were assessed. The functional outcome was dichotomized into favorable or unfavorable based on the modified Rankin Scale (mRS), Glasgow Outcome Scale (GOS), and Glasgow Outcome Scale Extended (GOSE). Results: Overall, 2823 studies were identified in EMBASE, MEDLINE, PubMed, and by manual search on 14 February 2024. After an initial assessment, 74 studies were included in the meta-analysis. In the analysis of mortality, including 18,534 aSAH patients, no statistically significant differences could be detected (risk ratio (RR) 0.99; 95% CI, 0.90-1.09; p = 0.91). In contrast, the risk analysis for DCI, including 23,864 aSAH patients, showed an 11% relative risk reduction in DCI in males versus females (RR, 0.89; 95% CI, 0.81-0.97; p = 0.01). The functional outcome analysis (favorable vs. unfavorable), including 7739 aSAH patients, showed a tendency towards better functional outcomes in men than women; however, this did not reach statistical significance (RR, 1.02; 95% CI, 0.98-1.07; p = 0.34). Conclusions: In conclusion, the available data suggest that sex/gender may play a significant role in the risk of DCI in patients with aSAH, emphasizing the need for sex-specific management strategies.
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Affiliation(s)
- Sarah Berli
- Faculty of Medicine, University of Zurich, 8032 Zurich, Switzerland
- Neurocritical Care Unit, Department of Neurosurgery, Institute for Intensive Care Medicine, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Massimo Barbagallo
- Neurocritical Care Unit, Department of Neurosurgery, Institute for Intensive Care Medicine, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Emanuela Keller
- Faculty of Medicine, University of Zurich, 8032 Zurich, Switzerland
- Neurocritical Care Unit, Department of Neurosurgery, Institute for Intensive Care Medicine, University Hospital Zurich, 8091 Zurich, Switzerland
- Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, 8091 Zurich, Switzerland
| | - Giuseppe Esposito
- Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, 8091 Zurich, Switzerland
- Department of Neurosurgery, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Alberto Pagnamenta
- Clinical Trial Unit, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland
- Department of Intensive Care, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland
- Division of Pneumology, University of Geneva, 1211 Geneva, Switzerland
| | - Giovanna Brandi
- Faculty of Medicine, University of Zurich, 8032 Zurich, Switzerland
- Neurocritical Care Unit, Department of Neurosurgery, Institute for Intensive Care Medicine, University Hospital Zurich, 8091 Zurich, Switzerland
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9
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Han Y, Zhang B, Qi X, Yuan G, Li X, Hao G, Liang G. Comparison of sex differences on outcomes after aneurysmal subarachnoid hemorrhage: a propensity score-matched analysis. BMC Neurol 2024; 24:153. [PMID: 38704548 PMCID: PMC11069223 DOI: 10.1186/s12883-024-03659-3] [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: 02/09/2024] [Accepted: 04/30/2024] [Indexed: 05/06/2024] Open
Abstract
OBJECTIVE Sex differences in outcomes of patients with aneurysmal subarachnoid hemorrhage (aSAH) remain controversial. Therefore, the aim of this study was to investigate the sex differences in the prognosis of patients with aSAH. METHODS This study retrospectively analyzed the clinical data of aSAH patients admitted to the Department of Neurosurgery of General Hospital of Northern Theater Command, from April 2020 to January 2022. The modified Rankin Scale (mRS) was used to evaluate outcomes at 3-month post-discharge. Baseline characteristics, in-hospital complications and outcomes were compared after 1:1 propensity score matching (PSM). RESULTS A total of 665 patients were included and the majority (63.8%) were female. Female patients were significantly older than male patients (59.3 ± 10.9 years vs. 55.1 ± 10.9 years, P < 0.001). After PSM, 141 male and 141 female patients were compared. Comparing postoperative complications and mRS scores, the incidence of delayed cerebral ischemia (DCI) and hydrocephalus and mRS ≥ 2 at 3-month were significantly higher in female patients than in male patients. After adjustment, the analysis of risk factors for unfavorable prognosis at 3-month showed that age, sex, smoking, high Hunt Hess grade, high mFisher score, DCI, and hydrocephalus were independent risk factors. CONCLUSION Female patients with aSAH have a worse prognosis than male patients, and this difference may be because females are more vulnerable to DCI and hydrocephalus.
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Affiliation(s)
- Yuwei Han
- Department of Neurology, General Hospital of Northern Theater Command, NO.83, Wenhua Road, Shenhe District, Shenyang, 110016, Liaoning, China
| | - Bingying Zhang
- Department of Neurology, General Hospital of Northern Theater Command, NO.83, Wenhua Road, Shenhe District, Shenyang, 110016, Liaoning, China
| | - Xin Qi
- Department of Neurology, General Hospital of Northern Theater Command, NO.83, Wenhua Road, Shenhe District, Shenyang, 110016, Liaoning, China
| | - Guanqian Yuan
- Department of Neurology, General Hospital of Northern Theater Command, NO.83, Wenhua Road, Shenhe District, Shenyang, 110016, Liaoning, China
| | - Xiaoming Li
- Department of Neurology, General Hospital of Northern Theater Command, NO.83, Wenhua Road, Shenhe District, Shenyang, 110016, Liaoning, China.
| | - Guangzhi Hao
- Department of Neurology, General Hospital of Northern Theater Command, NO.83, Wenhua Road, Shenhe District, Shenyang, 110016, Liaoning, China.
| | - Guobiao Liang
- Department of Neurology, General Hospital of Northern Theater Command, NO.83, Wenhua Road, Shenhe District, Shenyang, 110016, Liaoning, China.
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10
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Shu L, Yan H, Wu Y, Yan T, Yang L, Zhang S, Chen Z, Liao Q, Yang L, Xiao B, Ye M, Lv S, Wu M, Zhu X, Hu P. Explainable machine learning in outcome prediction of high-grade aneurysmal subarachnoid hemorrhage. Aging (Albany NY) 2024; 16:4654-4669. [PMID: 38431285 PMCID: PMC10968679 DOI: 10.18632/aging.205621] [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: 09/05/2023] [Accepted: 01/29/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVE Accurate prognostic prediction in patients with high-grade aneruysmal subarachnoid hemorrhage (aSAH) is essential for personalized treatment. In this study, we developed an interpretable prognostic machine learning model for high-grade aSAH patients using SHapley Additive exPlanations (SHAP). METHODS A prospective registry cohort of high-grade aSAH patients was collected in one single-center hospital. The endpoint in our study is a 12-month follow-up outcome. The dataset was divided into training and validation sets in a 7:3 ratio. Machine learning algorithms, including Logistic regression model (LR), support vector machine (SVM), random forest (RF), and extreme gradient boosting (XGBoost), were employed to develop a prognostic prediction model for high-grade aSAH. The optimal model was selected for SHAP analysis. RESULTS Among the 421 patients, 204 (48.5%) exhibited poor prognosis. The RF model demonstrated superior performance compared to LR (AUC = 0.850, 95% CI: 0.783-0.918), SVM (AUC = 0.862, 95% CI: 0.799-0.926), and XGBoost (AUC = 0.850, 95% CI: 0.783-0.917) with an AUC of 0.867 (95% CI: 0.806-0 .929). Primary prognostic features identified through SHAP analysis included higher World Federation of Neurosurgical Societies (WFNS) grade, higher modified Fisher score (mFS) and advanced age, were found to be associated with 12-month unfavorable outcome, while the treatment of coiling embolization for aSAH drove the prediction towards favorable prognosis. Additionally, the SHAP force plot visualized individual prognosis predictions. CONCLUSIONS This study demonstrated the potential of machine learning techniques in prognostic prediction for high-grade aSAH patients. The features identified through SHAP analysis enhance model interpretability and provide guidance for clinical decision-making.
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Affiliation(s)
- Lei Shu
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Hua Yan
- Department of Emergency, Affiliated Hospital of Panzhihua University, Panzhihua 617000, Sichuan, China
| | - Yanze Wu
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Tengfeng Yan
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Li Yang
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Si Zhang
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Zhihao Chen
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Qiuye Liao
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Lu Yang
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Bing Xiao
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Minhua Ye
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Shigang Lv
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Miaojing Wu
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Xingen Zhu
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
| | - Ping Hu
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, Jiangxi, China
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang 330006, Jiangxi, China
- Jiangxi Health Commission Key Laboratory of Neurological Medicine, Nanchang 330006, Jiangxi, China
- Institute of Neuroscience, Nanchang University, Nanchang 330006, Jiangxi, China
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11
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Pinto MJ, Schon M, Sousa JA, Filipe J, Costa A, Azevedo E, Sargento-Freitas J, Silva F, Fonseca AC, Castro P. Ultrasonographic Vasospasm and Outcome of Posterior Reversible Encephalopathy and Cerebral Vasoconstriction Syndromes. ULTRASCHALL IN DER MEDIZIN (STUTTGART, GERMANY : 1980) 2023; 44:487-494. [PMID: 37832534 DOI: 10.1055/a-2127-9459] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2023]
Abstract
PURPOSE Posterior reversible encephalopathy syndrome (PRES) and reversible cerebral vasoconstriction syndrome (RCVS) are often complicated by vasospasm and ischemia. Monitoring with transcranial color-coded Doppler (TCCD) could be useful, but its role is not established. We studied the incidence of ultrasonographic vasospasm (uVSP) in PRES/RCVS and its relationship with ischemic lesions and clinical outcome. MATERIALS AND METHODS We conducted a multicenter retrospective study of all patients with PRES/RCVS from 2008 to 2020 who underwent TCCD and magnetic resonance imaging (MRI). TCCD exams were analyzed for uVSP. Diffusion-weighted MRI was analyzed for positive lesions (DWI-positive). Functional outcome was assessed by modified Rankin scale (mRS) at 90 days. The associations with outcomes were determined by logistic regression. RESULTS We included 80 patients (mean age of 46 (standard deviation, 17) years; 66% females; 41 with PRES, 28 with RCVS and 11 with overlap phenotype). uVSP was detected in 25 (31%) patients. DWI-positive lesions were more often detected in uVSP-positive than uVSP-negative patients (36% vs. 15%; adjusted odds ratio [aOR] 4.05 [95% CI 1.06 - 15.5], P=0.04). DWI-positive lesions were independently associated with worse functional prognosis (mRS 2-6, 43% vs. 10%; aOR, 10 [95% CI 2.6 - 43], P<0.01). Having additional uVSP further increased the odds of a worse outcome (P interaction=0.03). CONCLUSION Ultrasonographic vasospasm was detected in a third of patients with PRES/RCVS and was associated with brain ischemic lesions. TCCD bedside monitoring can help to stratify patients at risk for cerebral ischemia, a strong predictor of functional outcome.
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Affiliation(s)
- Maria João Pinto
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto, Portugal
| | - Miguel Schon
- Department of Neurology, Centro Hospitalar Universitário Lisboa Norte EPE, Lisboa, Portugal
| | - João André Sousa
- Department of Neurology, Universidade de Coimbra Faculdade de Medicina, Coimbra, Portugal
| | - João Filipe
- Neuroradiology, Centro Hospitalar Universitario de Sao Joao, Porto, Portugal
| | - Andreia Costa
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto, Portugal
- Department of Clinical Neurosciences and Mental Health, University of Porto Faculty of Medicine, Porto, Portugal
| | - Elsa Azevedo
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto, Portugal
- Department of Clinical Neurosciences and Mental Health, University of Porto Faculty of Medicine, Porto, Portugal
- Cardiovascular Research and Development Unit, University of Porto Faculty of Medicine, Porto, Portugal
| | - João Sargento-Freitas
- Department of Neurology, Universidade de Coimbra Faculdade de Medicina, Coimbra, Portugal
| | - Fernando Silva
- Department of Neurology, Universidade de Coimbra Faculdade de Medicina, Coimbra, Portugal
| | - Ana Catarina Fonseca
- Department of Neurology, Centro Hospitalar Universitário Lisboa Norte EPE, Lisboa, Portugal
- IMM, Universidade de Lisboa Instituto de Medicina Molecular, Lisboa, Portugal
| | - Pedro Castro
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto, Portugal
- Department of Clinical Neurosciences and Mental Health, University of Porto Faculty of Medicine, Porto, Portugal
- Cardiovascular Research and Development Unit, University of Porto Faculty of Medicine, Porto, Portugal
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12
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Joos GS, Gottschalk A, Ewelt C, Holling M, Stummer W, Englbrecht JS. Risk factors associated with vasospasm after non-traumatic subarachnoid hemorrhage: a retrospective analysis of 456 patients. J Neurosurg Sci 2023; 67:576-584. [PMID: 35416450 DOI: 10.23736/s0390-5616.22.05497-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND The pathophysiology of vasospasm (VS) after non-traumatic subarachnoid hemorrhage is not completely understood. Several risk factors associated with VS were previously reported, partially with conflicting results. The aim of this study was to identify patients at increased risk for VS. METHODS Retrospective analysis of data from all patients treated in our institutional intensive care unit (ICU) between 2010 and 2016 after non-traumatic subarachnoid hemorrhage. Possible contributing factors for VS studied were: age, sex, aneurysm-localization, treatment option, ICU-stay, ICU mortality, pre-existing condition, medication history, World Federation of Neurosurgical Societies (WFNS) grading system, modified Fisher scale. RESULTS We obtained data from 456 patients. 184 were male and 272 female patients, respectively. Mean age was 57.7±13.9 and was not different between sexes. In 119 patients, VS was diagnosed after subarachnoid hemorrhage. Incidence of VS was not different between sexes (male: 22.3%, female: 28.7%, P=0.127). Patients with VS were significantly younger (mean age 52.2 vs. 59.7, P<0.001), meanwhile patients aged 36-40 yrs. had the highest incidence of VS. Most VS were found after rupture of middle cerebral artery-aneurysms. Higher incidence of VS was found after aneurysm clipping compared to coiling. VS developed more often in patients with more severe WFNS grade and Fisher scale. In multivariate analysis, age, previous drug abuse and history of anticoagulants were associated with the incidence of VS. CONCLUSIONS Younger age, middle cerebral artery-aneurysms, aneurysm clipping, previous drug abuse and history of anticoagulants were associated with a higher incidence of VS after non-traumatic subarachnoid hemorrhage. No gender difference was found.
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Affiliation(s)
- Gunther S Joos
- Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Münster, Münster, Germany
| | - Antje Gottschalk
- Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Münster, Münster, Germany
| | - Christian Ewelt
- Department of Neurosurgery, St. Barbara-Clinic Hamm-Heessen, Hamm, Germany
| | - Markus Holling
- Department of Neurosurgery, University Hospital Münster, Münster, Germany
| | - Walter Stummer
- Department of Neurosurgery, University Hospital Münster, Münster, Germany
| | - Jan S Englbrecht
- Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Münster, Münster, Germany -
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13
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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: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [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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14
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Rehman S, Phan HT, Chandra RV, Gall S. Is sex a predictor for delayed cerebral ischaemia (DCI) and hydrocephalus after aneurysmal subarachnoid haemorrhage (aSAH)? A systematic review and meta-analysis. Acta Neurochir (Wien) 2023; 165:199-210. [PMID: 36333624 PMCID: PMC9840585 DOI: 10.1007/s00701-022-05399-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 09/19/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVES DCI and hydrocephalus are the most common complications that predict poor outcomes after aSAH. The relationship between sex, DCI and hydrocephalus are not well established; thus, we aimed to examine sex differences in DCI and hydrocephalus following aSAH in a systematic review and meta-analysis. METHODS A systematic search was conducted using the PubMed, Scopus and Medline databases from inception to August 2022 to identify cohort, case control, case series and clinical studies reporting sex and DCI, acute and chronic shunt-dependent hydrocephalus (SDHC). Random-effects meta-analysis was used to pool estimates for available studies. RESULTS There were 56 studies with crude estimates for DCI and meta-analysis showed that women had a greater risk for DCI than men (OR 1.24, 95% CI 1.11-1.39). The meta-analysis for adjusted estimates for 9 studies also showed an association between sex and DCI (OR 1.61, 95% CI 1.27-2.05). For acute hydrocephalus, only 9 studies were included, and meta-analysis of unadjusted estimates showed no association with sex (OR 0.95, 95%CI 0.78-1.16). For SDHC, a meta-analysis of crude estimates from 53 studies showed that women had a somewhat greater risk of developing chronic hydrocephalus compared to men (OR 1.14, 95% CI 0.99-1.31). In meta-analysis for adjusted estimates from 5 studies, no association of sex with SDHC was observed (OR 0.87, 95% CI 0.57-1.33). CONCLUSIONS Female sex is associated with the development of DCI; however, an association between sex and hydrocephalus was not detected. Strategies to target females to reduce the development of DCI may decrease overall morbidity and mortality after aSAH.
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Affiliation(s)
- Sabah Rehman
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Hoang T Phan
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Ronil V Chandra
- NeuroInterventional Radiology, Monash Health, Melbourne, VIC, Australia
- School of Clinical Sciences at Monash Health, Monash University, Melbourne, VIC, Australia
| | - Seana Gall
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.
- Monash University, Melbourne, VIC, Australia.
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15
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Solhpour A, Kumar S, Koch MJ, Doré S. Impact of blood component transfusions, tranexamic acid and fluids on subarachnoid hemorrhage outcomes. BRAIN HEMORRHAGES 2022. [DOI: 10.1016/j.hest.2022.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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16
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Kelly PD, Yengo-Kahn AM, Tang AR, Jonathan SV, Reynolds RA, Ye F, Zhao Z, Froehler MT, Fusco MR, Morone PJ, Chitale RV. Conditional Vasospasm-Free Survival Following Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care 2022; 37:81-90. [PMID: 35099712 PMCID: PMC10949213 DOI: 10.1007/s12028-022-01444-z] [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: 08/08/2021] [Accepted: 01/05/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Following aneurysmal subarachnoid hemorrhage (SAH), patients are monitored closely for vasospasm in the intensive care unit. Conditional vasospasm-free survival describes the risk of future vasospasm as a function of time elapsed without vasospasm. Conditional survival has not been applied to this clinical scenario but could improve patient counseling and intensive care unit use. The objective of this study was to characterize conditional vasospasm-free survival following SAH. METHODS This was a single institution, retrospective cohort study of patients treated for aneurysmal SAH between 1/1/2000-6/1/2020. The primary outcome was the development of vasospasm defined by the first instance of either radiographic vasospasm on computed tomography angiography, Lindegaard Index > 3.0 by transcranial doppler ultrasonography, or vasospasm-specific intraarterial therapy. Multivariable Cox regression was performed, and conditional vasospasm-free survival curves were constructed. RESULTS A total of 528 patients were treated for aneurysmal SAH and 309 (58.5%) developed vasospasm. Conditional survival curves suggest patients who survive to postbleed day 10 without vasospasm have a nearly 90% chance of being discharged without vasospasm. The median onset of vasospasm was postbleed day 6. Age more than 50 years was associated with a lower risk (hazard ratio [HR] = .76; 95% confidence interval [CI] 0.64-0.91; p < 0.001). Higher initial systolic blood pressure (HR = 1.18; 95% CI 1.046-1.350; p = .008), Hunt-Hess grades 4 or 5 (HR = 1.304; 95% CI 1.014-1.676), and modified Fisher scale score of 4 (HR = 1.808; 95% CI 1.198-2.728) were associated with higher vasospasm than the respective lower grades. CONCLUSION Conditional survival provides a useful framework for counseling patients and making decisions around vasospasm risk for patients with aneurysmal SAH, while risk factor-stratified plots facilitate a patient-centric, evidence-based approach to these conversations and decisions.
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Affiliation(s)
- Patrick D Kelly
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA.
| | - Aaron M Yengo-Kahn
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Alan R Tang
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Sumeeth V Jonathan
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Rebecca A Reynolds
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Fei Ye
- Department of Biostatistics, Vanderbilt University Medical Center, Vanderbilt University, Nashville, TN, USA
| | - Zhiguo Zhao
- Department of Biostatistics, Vanderbilt University Medical Center, Vanderbilt University, Nashville, TN, USA
| | - Michael T Froehler
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Matthew R Fusco
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Peter J Morone
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Rohan V Chitale
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
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17
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Winslow N, Ehsan M, Klopfenstein J. Delayed ischemic neurologic deficit with vasospasm in aneurysmal subarachnoid hemorrhage after negative post-bleed day 7 angiography. Clin Neurol Neurosurg 2022; 220:107353. [PMID: 35835022 DOI: 10.1016/j.clineuro.2022.107353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 06/08/2022] [Accepted: 06/24/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Routine post-bleed day 7 (PBD7) angiography has been utilized to evaluate for vasospasm in aneurysmal subarachnoid hemorrhage (SAH). We sought to assess the rate of delayed-cerebral ischemia (DCI) associated with angiographic vasospasm following negative PBD7 angiography. METHODS Retrospective review of 178 aneurysmal SAH patients was performed. Patients underwent routine angiography on or around 7 days after hemorrhage. Primary variables assessed were the rate of vasospasm detection on PBD7 angiograms and rate of subsequent development of delayed-cerebral ischemia (DCI) associated with angiographic vasospasm in patients without spasm on PBD7. Statistical analysis was carried out for contributing factors. RESULTS Eighty-four of 178 patients (47.2 %) developed angiographically proven vasospasm during their hospital course. Seven patients (3.9 %) were clinically suspected to have vasospasm prior to PBD7 with radiographic confirmation. Sixty-nine patients (38.8%) demonstrated novel spasm on routine PBD7 angiogram, with 56.5 % of these patients showing vasospasm on angiography obtained after PBD7 for DCI. One hundred and two patients (57.3 %) had no vasospasm on routine PBD7 angiography. Eight patients in the PBD7 spasm-free subgroup went on to develop DCI with angiographic spasm. These 8 patients represent 4.5 % (8/178) of all patients, 7.8 % (8/102) of the PBD7 negative subgroup, and 9.5 % (8/84) of patients with angiographic spasm during admission. CONCLUSION The majority of patients (90.4 %) with angiographic vasospasm manifested on or before PBD7. DCI with angiographically-proven spasm arouse infrequently (7.8 %) after negative PBD7 angiography. Further study of PBD7 angiography may help determine which SAH patients in whom shortened length-of-stay might safely be pursued.
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Affiliation(s)
- Nolan Winslow
- Department of Neurosurgery, OSF Saint Francis Medical Center, 530 NE Glen Oak Avenue, Peoria, IL 61637, USA.
| | - Mohammad Ehsan
- University of Illinois College of Medicine, 1 Illini Drive, Peoria, IL 61605, USA
| | - Jeffrey Klopfenstein
- Department of Neurosurgery, OSF Saint Francis Medical Center, 530 NE Glen Oak Avenue, Peoria, IL 61637, USA
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Cai Y, Liu Z, Jia C, Zhao J, Chai S, Li Z, Xu C, Zhang T, Ma Y, Ma C, Chen X, Jiang P, Zhao W, Chen J, Xiong N. Comparison of Sex Differences in Outcomes of Patients With Aneurysmal Subarachnoid Hemorrhage: A Single-Center Retrospective Study. Front Neurol 2022; 13:853513. [PMID: 35572942 PMCID: PMC9103686 DOI: 10.3389/fneur.2022.853513] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/09/2022] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Sex differences in the outcomes of patients with aneurysmal subarachnoid hemorrhage (aSAH) remain controversial. The aim of this study was to evaluate sex differences in the outcomes of patients with aSAH. METHOD This study retrospectively analyzed the clinical data of consecutive patients with aSAH, admitted to the Department of Neurosurgery, Wuhan University Zhongnan Hospital, from May 1, 2020 to December 31, 2020. The modified Rankin Scale (mRS) score was used to evaluate the prognosis of patients at discharge. Outcome indicators included cerebral ischemia, hydrocephalus, and mRS ≥ 2 at discharge. RESULTS The majority (65%) of the 287 patients with aSAH included in the study were females. Patients were divided into female (n = 184) and male (n = 99) groups; the female patients were significantly older than the male patients (61.3 ± 8.5 years vs. 60.0 ± 8.5 years, p = 0.032). The incidence of comorbidities (hypertension, diabetes, and heart disease) was higher in the female group than in the male group, but the difference was not statistically significant. Although more female patients than male patients underwent endovascular treatment, there was no statistical difference in the treatment approach between the two groups. Comparison of post-operative complications and mRS scores at discharge revealed that the rate of cerebral ischemia and mRS ≥ 2 at discharge were significantly higher among female patients than among male patients. Moreover, this difference persisted after propensity adjustment for age and treatment approach. Analysis of risk factors for poor prognosis at discharge in both pre- and post-adjustment patients revealed cerebral ischemia and high mFisher score (mFisher = 3/4) to be independent risk factors. CONCLUSION Female patients with aSAH have a worse prognosis than male patients, and this difference may be because women are more susceptible to cerebral ischemia.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Jincao Chen
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Nanxiang Xiong
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, China
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19
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Imamura H, Tani S, Adachi H, Fukumitsu R, Sunohara T, Fukui N, Omura Y, Sasaki N, Akiyama T, Fukuda T, Kajiura S, Shigeyasu M, Asakura K, Horii R, Sakai N. Comparison of Symptomatic Vasospasm after Surgical Clipping and Endovascular Coiling. Neurol Med Chir (Tokyo) 2022; 62:223-230. [PMID: 35418528 PMCID: PMC9178112 DOI: 10.2176/jns-nmc.2021-0126] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Vasospasm, initial neurological damage, rebleeding, and periprocedural complications are associated prognostic factors for clinical outcomes after aneurysmal subarachnoid hemorrhage (SAH). In this study, factors related to delayed ischemic neurological deficit (DIND) are evaluated using data from our institute for the last 18 years. Data from 2001 to 2018 of patients with aneurysmal SAH who underwent surgical clipping (SC) or endovascular coiling (EC) within 7 days of onset were retrospectively analyzed. Cases of mortality within 5 days after treatment were excluded. Multivariate analysis was used to identify the risk factors for DIND. In total, 840 cases of SAH were assessed; among these cases, 384 (45.7%) and 456 (54.3%) were treated with SC and EC, respectively. The frequency of DIND in the EC group was significantly less than that in the SC group (11.8% vs. 17.7%; p = 0.016). In the results of multivariate analysis, internal carotid artery (ICA) aneurysm and hemorrhagic complications were the risk factors for DIND. Cilostazol administration and EC were significant factors for vasospasm prevention after aneurysmal SAH (odds ratio of ICA aneurysm: 1.59, hemorrhagic complications: 1.76, SC: 1.51, and cilostazol administration: 0.51, respectively). Cilostazol administration was also a significant factor in patients who were treated with EC. ICA aneurysm, treatment strategy, hemorrhagic complications, and cilostazol administration were associated with DIND. Oral administration of cilostazol and avoiding hemorrhagic complications were effective in DIND prevention. If both treatments are available for ruptured aneurysms, clinicians should choose EC on the basis of its ability to prevent DIND.
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Affiliation(s)
- Hirotoshi Imamura
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Shoichi Tani
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Hidemitsu Adachi
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Ryu Fukumitsu
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Tadashi Sunohara
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Nobuyuki Fukui
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Yoshihiro Omura
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Natsuhi Sasaki
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Tomoaki Akiyama
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Tatsumaru Fukuda
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Shinji Kajiura
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Masashi Shigeyasu
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Kento Asakura
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Ryo Horii
- Department of Neurosurgery, Kobe City Medical Center General Hospital
| | - Nobuyuki Sakai
- Department of Neurosurgery, Kobe City Medical Center General Hospital
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20
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Solár P, Zamani A, Lakatosová K, Joukal M. The blood-brain barrier and the neurovascular unit in subarachnoid hemorrhage: molecular events and potential treatments. Fluids Barriers CNS 2022; 19:29. [PMID: 35410231 PMCID: PMC8996682 DOI: 10.1186/s12987-022-00312-4] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/24/2022] [Indexed: 12/12/2022] Open
Abstract
The response of the blood-brain barrier (BBB) following a stroke, including subarachnoid hemorrhage (SAH), has been studied extensively. The main components of this reaction are endothelial cells, pericytes, and astrocytes that affect microglia, neurons, and vascular smooth muscle cells. SAH induces alterations in individual BBB cells, leading to brain homeostasis disruption. Recent experiments have uncovered many pathophysiological cascades affecting the BBB following SAH. Targeting some of these pathways is important for restoring brain function following SAH. BBB injury occurs immediately after SAH and has long-lasting consequences, but most changes in the pathophysiological cascades occur in the first few days following SAH. These changes determine the development of early brain injury as well as delayed cerebral ischemia. SAH-induced neuroprotection also plays an important role and weakens the negative impact of SAH. Supporting some of these beneficial cascades while attenuating the major pathophysiological pathways might be decisive in inhibiting the negative impact of bleeding in the subarachnoid space. In this review, we attempt a comprehensive overview of the current knowledge on the molecular and cellular changes in the BBB following SAH and their possible modulation by various drugs and substances.
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Affiliation(s)
- Peter Solár
- Department of Anatomy, Cellular and Molecular Neurobiology Research Group, Faculty of Medicine, Masaryk University, 625 00, Brno, Czech Republic
- Department of Neurosurgery, Faculty of Medicine, Masaryk University and St. Anne's University Hospital Brno, Pekařská 53, 656 91, Brno, Czech Republic
| | - Alemeh Zamani
- Department of Anatomy, Cellular and Molecular Neurobiology Research Group, Faculty of Medicine, Masaryk University, 625 00, Brno, Czech Republic
| | - Klaudia Lakatosová
- Department of Anatomy, Cellular and Molecular Neurobiology Research Group, Faculty of Medicine, Masaryk University, 625 00, Brno, Czech Republic
| | - Marek Joukal
- Department of Anatomy, Cellular and Molecular Neurobiology Research Group, Faculty of Medicine, Masaryk University, 625 00, Brno, Czech Republic.
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21
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Hu P, Liu Y, Li Y, Guo G, Su Z, Gao X, Chen J, Qi Y, Xu Y, Yan T, Ye L, Sun Q, Deng G, Zhang H, Chen Q. A Comparison of LASSO Regression and Tree-Based Models for Delayed Cerebral Ischemia in Elderly Patients With Subarachnoid Hemorrhage. Front Neurol 2022; 13:791547. [PMID: 35359648 PMCID: PMC8960268 DOI: 10.3389/fneur.2022.791547] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 01/31/2022] [Indexed: 11/23/2022] Open
Abstract
Backgrounds As a most widely used machine learning method, tree-based algorithms have not been applied to predict delayed cerebral ischemia (DCI) in elderly patients with aneurysmal subarachnoid hemorrhage (aSAH). Hence, this study aims to develop the conventional regression and tree-based models and determine which model has better prediction performance for DCI development in hospitalized elderly patients after aSAH. Methods This was a multicenter, retrospective, observational cohort study analyzing elderly patients with aSAH aged 60 years and older. We randomly divided the multicentral data into model training and validation cohort in a ratio of 70–30%. One conventional regression and tree-based model, such as least absolute shrinkage and selection operator (LASSO), decision tree (DT), random forest (RF), and eXtreme Gradient Boosting (XGBoost), was developed. Accuracy, sensitivity, specificity, area under the precision-recall curve (AUC-PR), and area under the receiver operating characteristic curve (AUC-ROC) with 95% CI were employed to evaluate the model prediction performance. A DeLong test was conducted to calculate the statistical differences among models. Finally, we figured the importance weight of each feature to visualize the contribution on DCI. Results There were 111 and 42 patients in the model training and validation cohorts, and 53 cases developed DCI. According to AUC-ROC value in the model internal validation, DT of 0.836 (95% CI: 0.747–0.926, p = 0.15), RF of 1 (95% CI: 1–1, p < 0.05), and XGBoost of 0.931 (95% CI: 0.885–0.978, p = 0.01) outperformed LASSO of 0.793 (95% CI: 0.692–0.893). However, the LASSO scored a highest AUC-ROC value of 0.894 (95% CI: 0.8–0.989) than DT of 0.764 (95% CI: 0.6–0.928, p = 0.05), RF of 0.821 (95% CI: 0.683–0.959, p = 0.27), and XGBoost of 0.865 (95% CI: 0.751–0.979, p = 0.69) in independent external validation. Moreover, the LASSO had a highest AUC-PR value of 0.681 than DT of 0.615, RF of 0.667, and XGBoost of 0.622 in external validation. In addition, we found that CT values of subarachnoid clots, aneurysm therapy, and white blood cell counts were the most important features for DCI in elderly patients with aSAH. Conclusions The LASSO had a superior prediction power than tree-based models in external validation. As a result, we recommend the conventional LASSO regression model to predict DCI in elderly patients with aSAH.
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Affiliation(s)
- Ping Hu
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yangfan Liu
- Department of Neurosurgery, Affiliated Hospital of Panzhihua University, Panzhihua, China
| | - Yuntao Li
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
- Department of Neurosurgery, Huzhou Central Hospital, Huzhou, China
| | - Geng Guo
- Department of Neurosurgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Zhongzhou Su
- Department of Neurosurgery, Huzhou Central Hospital, Huzhou, China
| | - Xu Gao
- Department of Neurosurgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Junhui Chen
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yangzhi Qi
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yang Xu
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Tengfeng Yan
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Liguo Ye
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qian Sun
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Gang Deng
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Hongbo Zhang
- Department of Neurosurgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China
- *Correspondence: Hongbo Zhang
| | - Qianxue Chen
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
- Qianxue Chen
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22
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Fuentes AM, Stone McGuire L, Amin-Hanjani S. Sex Differences in Cerebral Aneurysms and Subarachnoid Hemorrhage. Stroke 2022; 53:624-633. [PMID: 34983239 DOI: 10.1161/strokeaha.121.037147] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Sex differences in cerebral aneurysm occurrence and characteristics have been well described. Although sex differences in outcomes following ischemic stroke have been identified, the effect of sex on outcomes following hemorrhagic stroke, and in particular, aneurysm treatment has been less studied. We describe the current state of knowledge regarding the impact of sex on treatment and outcomes of cerebral aneurysms. Although prior studies suggest that aneurysm prevalence and progression may be related to sex, we did not find clear evidence that outcomes following subarachnoid hemorrhage vary based on sex. Last, we identify areas for future research that could enhance understanding of the role sex plays in this context.
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23
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Esmael A, Flifel ME, Elmarakby F, Belal T. Predictive value of the transcranial Doppler and mean arterial flow velocity for early detection of cerebral vasospasm in aneurysmal subarachnoid hemorrhage. ULTRASOUND : JOURNAL OF THE BRITISH MEDICAL ULTRASOUND SOCIETY 2021; 29:218-228. [PMID: 34777542 DOI: 10.1177/1742271x20976965] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Accepted: 10/27/2020] [Indexed: 01/15/2023]
Abstract
Objectives We aimed to predict cerebral vasospasm in acute aneurysmal subarachnoid hemorrhage and to determine the cut-off values of the mean flow velocity by the use of transcranial Doppler. Methods A total of 40 patients with acute aneurysmal subarachnoid hemorrhage were included in this study and classified into two groups. The first group was 26 patients (65%) with cerebral vasospasm and the second group was 14 patients (35%) without vasospasm. Initial evaluation using the Glasgow Coma Scale and the severity of aneurysmal subarachnoid hemorrhage was detected by using both the clinical Hunt and Hess and radiological Fisher grading scales. All patients underwent transcranial Doppler evaluations five times in 10 days measuring the mean flow velocities (MFV) of cerebral arteries. Results Patients with cerebral vasospasm were associated with significantly higher mean Glasgow Coma Scale score (p = 0.03), significantly higher mean Hunt and Hess scale grades (p = 0.04), with significantly higher mean diabetes mellitus (p = 0.03), significantly higher mean systolic blood pressure and diastolic blood pressure (p = 0.02 and p = 0.005 respectively) and significantly higher MFVs measured within the first 10 days. Logistic regression analysis demonstrated that MFV ≥81 cm/s in the middle cerebral artery is accompanied by an almost five-fold increased risk of vasospasm (OR 4.92, p < 0.01), while MFV ≥63 cm/s in the anterior cerebral artery is accompanied by a three-fold increased risk of vasospasm (OR 3.12, p < 0.01), and MFV ≥42 cm/s in the posterior cerebral artery is accompanied by a two-fold increased risk of vasospasm (OR 2.11, p < 0.05). Conclusion Transcranial Doppler is a useful tool for early detection, monitoring, and prediction of post subarachnoid vasospasm and valuable for early therapeutic intervention before irreversible ischemic neurological deficits take place.
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Affiliation(s)
- Ahmed Esmael
- Neurology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Mohamed E Flifel
- Neurology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Farid Elmarakby
- Neuropsychiatry Department, Mataria Teaching Hospital, Egypt
| | - Tamer Belal
- Neurology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
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24
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Labeyrie MA, Simonato D, Gargalas S, Morisson L, Cortese J, Ganau M, Fuschi M, Patel J, Froelich S, Gaugain S, Chousterman B, Houdart E. Intensive therapies of delayed cerebral ischemia after subarachnoid hemorrhage: a propensity-matched comparison of different center-driven strategies. Acta Neurochir (Wien) 2021; 163:2723-2731. [PMID: 34302553 DOI: 10.1007/s00701-021-04935-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 07/01/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Intensive therapies of delayed cerebral ischemia (DCI) following aneurysmal subarachnoid hemorrhage (aSAH) have still controversial and unproven benefit. We aimed to compare the overall efficacy of two different center-driven strategies for the treatment of DCI respectively with and without vasospasm angioplasty. METHODS Two hundred consecutive patients with aSAH were enrolled in each of two northern European centers. In an interventional center, vasospasm angioplasty was indicated as first line rather than rescue treatment of DCI using distal percutaneous balloon angioplasty technique combined with intravenous milrinone. In non-interventional center, induced hypertension was the only intensive therapy of DCI. Radiological DCI (new cerebral infarcts not visible on immediate post-treatment imaging), death at 1 month, and favorable outcome at 6 months (modified Rankin scale score ≤ 2) were retrospectively analyzed by independent observers and compared between two centers before and after propensity score (PS) matching for baseline characteristics. RESULTS Baseline characteristics only differed between centers for age and rate of smokers and patients with chronic high blood pressure. In the interventional center, vasospasm angioplasty was performed in 38% of patients with median time from bleeding of 8 days (Q1 = 6.5;Q3 = 10). There was no significant difference of incidence of radiological DCI (9% vs.14%, P = 0.11), death (8% vs. 9%, P = 0.4), and favorable outcome 74% vs. 72% (P = 0.4) between interventional and non-interventional centers before and after PS matching. CONCLUSIONS Our results suggest either that there is no benefit, or might be minimal, of one between two different center-driven strategies for intensive treatment of DCI. Despite potential lack of power or unknown confounders in our study, these results question the use of such intensive therapies in daily practice without further optimization and validation.
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Affiliation(s)
- Marc-Antoine Labeyrie
- Interventional Neuroradiology Unit, Hôpital Lariboisière, Université de Paris, 2 rue Ambroise Paré, 75010, Paris, France.
| | - Davide Simonato
- Interventional Neuroradiology Unit, John Radcliffe Hospital, Oxford, UK
| | - Sergios Gargalas
- Interventional Neuroradiology Unit, John Radcliffe Hospital, Oxford, UK
| | - Louis Morisson
- Intensive Care Unit, Hôpital Lariboisière, Université de Paris, Paris, France
| | - Jonathan Cortese
- Interventional Neuroradiology Unit, Hôpital Lariboisière, Université de Paris, 2 rue Ambroise Paré, 75010, Paris, France
| | - Mario Ganau
- Neurosurgery Unit, John Radcliffe Hospital, Oxford, UK
| | - Maurizio Fuschi
- Interventional Neuroradiology Unit, John Radcliffe Hospital, Oxford, UK
| | - Jash Patel
- Neurosurgery Unit, John Radcliffe Hospital, Oxford, UK
| | - Sébastien Froelich
- Neurosurgery Unit, Hôpital Lariboisière, Université de Paris, Paris, France
| | - Samuel Gaugain
- Intensive Care Unit, Hôpital Lariboisière, Université de Paris, Paris, France
| | - Benjamin Chousterman
- Intensive Care Unit, Hôpital Lariboisière, Université de Paris, Paris, France
- UMR 1123, Université de Paris, INSERM, Paris, France
| | - Emmanuel Houdart
- Interventional Neuroradiology Unit, Hôpital Lariboisière, Université de Paris, 2 rue Ambroise Paré, 75010, Paris, France
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Jabbarli R, He SQ, Darkwah Oppong M, Herten A, Chihi M, Pierscianek D, Dammann P, Sure U, Wrede KH. Size does matter: The role of decompressive craniectomy extent for outcome after aneurysmal subarachnoid hemorrhage. Eur J Neurol 2021; 28:2200-2207. [PMID: 33760316 DOI: 10.1111/ene.14835] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 03/16/2021] [Accepted: 03/17/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND PURPOSE In previous studies in patients with traumatic brain injury and ischemic stroke, the size of decompressive craniectomy (DC) was reported to be paramount with regard to patient outcomes. We aimed to identify the impact of DC size on treatment results in individuals with aneurysmal subarachnoid hemorrhage (SAH). METHODS The extent of DC in 232 patients with SAH who underwent bifrontal or hemicraniectomy between January 2003 and December 2015 was analyzed using semi-automated surface measurements. The study endpoints were course of intracranial pressure (ICP) treatment after DC, occurrence of cerebral infarcts, in-hospital mortality, and unfavorable outcome at 6 months (defined as modified Rankin scale score >3). The associations of DC size with the study endpoints were adjusted for DC timing, patient age, clinical and radiographic severity of SAH, aneurysm location, and treatment modality. RESULTS The mean DC surface area was 100.9 (±45.8) cm2 . In multivariate analysis, a large DC (>105 cm2 ) was independently associated with a lower risk of cerebral infarcts (adjusted odds ratio [aOR] 0.30, 95% confidence interval [CI] 0.16-0.56), in-hospital mortality (aOR 0.28, 95% CI 0.14-0.56) and unfavorable outcome (aOR 0.51, 95% CI 0.27-0.98). Moreover, SAH patients with a small DC size (<75 cm2 ) were more likely to require prolonged (>3 days, aOR 3.60, 95% CI 1.37-9.42) and enhanced (aOR 2.31, 95% CI 1.12-4.74) postoperative ICP treatment. CONCLUSION This is the first study showing the impact of DC size on postoperative ICP control and patient outcome in the context of SAH; specifically, a large craniectomy flap (>105 cm2 ) might lead to better outcomes in SAH patients requiring decompressive surgery.
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Affiliation(s)
- Ramazan Jabbarli
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
| | - Shi-Qing He
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany.,Department of Neurosurgery, Affiliated Nanhua Hospital, Hengyang Medical College, University of South China, Hengyang, Hunan, China
| | - Marvin Darkwah Oppong
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
| | - Annika Herten
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
| | - Mehdi Chihi
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
| | - Daniela Pierscianek
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
| | - Philipp Dammann
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
| | - Ulrich Sure
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
| | - Karsten H Wrede
- Department of Neurosurgery and Spine Surgery, University Hospital of Essen, Essen, Germany
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Concentrations of estradiol, progesterone and testosterone in sefrum and cerebrospinal fluid of patients with aneurysmal subarachnoid hemorrhage correlate weakly with transcranial Doppler flow velocities. BMC Neurosci 2021; 22:29. [PMID: 33892632 PMCID: PMC8067654 DOI: 10.1186/s12868-021-00634-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 04/13/2021] [Indexed: 12/14/2022] Open
Abstract
Background The implication of the steroids estradiol, progesterone and testosterone in cerebral vasospasm after aneurysmal subarachnoid hemorrhage (aSAH) has not been comprehensively assessed. In rodents, studies suggested beneficial effects of steroids on cerebral vasospasm after experimental SAH. Studies in humans are warranted, however, a general dilemma of human studies on neuroactive substances is that the brain is not directly accessible and that concentrations in the periphery may not adequately parallel concentrations in the central compartments. In the present study, concentrations of estradiol, progesterone and testosterone in serum and cerebrospinal fluid (CSF) of patients with aSAH were determined. Blood flow velocities in cerebral arteries were measured by transcranial Doppler sonography (TCD). The aim of this study was to evaluate the correlations between the cerebral blood flow velocities and levels of estradiol, progesterone and testosterone in CSF and serum. Results Samples of serum and CSF of 42 patients with aSAH were collected concomitantly daily or every other day via the arterial line and the external ventricular drainage for two weeks after the hemorrhage. Blood flow velocities in the cerebral arteries were determined by TCD. Total estradiol, progesterone and testosterone concentrations were measured by electro-chemiluminescence immunoassay. The strength of correlation was assessed by Spearman’s rank correlation coefficient. The correlation analysis revealed very weak correlations between cerebral blood flow velocities and concentrations of estradiol, progesterone and testosterone levels in both compartments with correlation coefficients below 0.2. Conclusions In humans with aSAH, merely very weak correlations between flow velocities in cerebral arteries and concentrations of estradiol, progesterone and testosterone in serum and CSF were demonstrated. These results suggest a limited influence of the respective steroids on cerebral vascular tone although vasodilatory effects were described in rodent studies. Thus, the implication of steroids in processes of neurological deterioration warrants further clarification.
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Kumar A, McCullough L. Cerebrovascular disease in women. Ther Adv Neurol Disord 2021; 14:1756286420985237. [PMID: 33552237 PMCID: PMC7844450 DOI: 10.1177/1756286420985237] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 11/16/2020] [Indexed: 12/20/2022] Open
Abstract
Cerebrovascular disease is a major cause of morbidity, mortality, and disability in women. The spectrum of disease differs between men and women, with women being particularly vulnerable to certain conditions, especially during specific periods of life such as pregnancy. There are several unique risk factors for cerebrovascular disease in women, and the influence of some traditional risk factors for stroke is stronger in women. Moreover, disparities persist in representation of women in clinical trials, acute intervention, and stroke outcomes. In this review, we aimed to explore the epidemiology, etiologies, and management of cerebrovascular disease in women, highlighting some of these differences and the growing need for sex-specific management guidelines and health policies.
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Affiliation(s)
- Aditya Kumar
- Department of Neurology, 6431 Fannin Street, Houston, TX 77030, USA
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28
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Edema Resolution and Clinical Assessment in Poor-Grade Subarachnoid Hemorrhage: Useful Indicators to Predict Delayed Cerebral Infarctions? J Clin Med 2021; 10:jcm10020321. [PMID: 33477258 PMCID: PMC7830766 DOI: 10.3390/jcm10020321] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 01/12/2021] [Accepted: 01/14/2021] [Indexed: 12/12/2022] Open
Abstract
Background: The level of consciousness and cerebral edema are among the indicators that best define the intensity of early brain injury following aneurysmal subarachnoid hemorrhage (aSAH). Although these indicators are usually altered in patients with a poor neurological status, their usefulness for selecting patients at risk of cerebral infarction (CI) is not well established. Furthermore, little is known about the evolution of these indicators during the first week of post-ictal events. Our study focused on describing the association of the longitudinal course of these predictors with CI occurrence in patients with severe aSAH. Methods: Out of 265 aSAH patients admitted consecutively to the same institution, 80 patients with initial poor neurological status (WFNS 4–5) were retrospectively identified. After excluding 25 patients with early mortality, a total of 47 patients who underwent early CT (<3 days) and late CT (<7 days) acquisitions were included in the study. Early cerebral edema and delayed cerebral edema were calculated using the SEBES score, and the level of consciousness was recorded daily during the first week using the Glasgow Coma Scale (GCS). Results: There was a significant improvement in the SEBES (Early-SEBES median (IQR) = 3 (2–4) versus Delayed-SEBES = 2 (1–3); p = 0.001) and in GCS scores (B = 0.32; 95% CI 0.15–0.49; p = 0.001) during the first week. When comparing the ROC curves of Delayed-SEBES vs Early-SEBES as predictors of CI, no significant differences were found (Early-SEBES Area Under the Curve: 0.65; Delayed-SEBES: 0.62; p = 0.17). Additionally, no differences were observed in the relationship between the improvement in the GCS across the first week and the occurrence of CI (p = 0.536). Conclusions: Edema and consciousness level improvement did not seem to be associated with the occurrence of CI in a surviving cohort of patients with severe aSAH. Our results suggest that intensive monitoring should not be reduced in patients with a poor neurological status regardless of an improvement in cerebral edema and level of consciousness during the first week after bleeding.
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Liu H, Xu Q, Li A. Nomogram for predicting delayed cerebral ischemia after aneurysmal subarachnoid hemorrhage in the Chinese population. J Stroke Cerebrovasc Dis 2020; 29:105005. [PMID: 32807421 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105005] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Revised: 05/25/2020] [Accepted: 05/27/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Delayed cerebral ischemia is a serious complication of aneurysmal subarachnoid hemorrhage with debilitating and fatal consequences. Lack of well-established risk factors impedes early identification of high-risk patients with delayed cerebral ischemia. A nomogram provides personalized, evidence-based, and accurate risk estimation. To offset the lack of a predictive tool, we developed a nomogram to predict delayed cerebral ischemia before performing surgical interventions for aneurysmal subarachnoid hemorrhage to aid surgical decision-making. METHODS We retrospectively collected data from 887 consecutive eligible Chinese patients who underwent surgical clipping or endovascular coiling for aneurysmal subarachnoid hemorrhage. Patients who previously underwent surgery formed the training cohort (n = 621) for nomogram development; those who underwent surgery later formed the validation cohort (n = 266) to confirm the performance of the model. A multivariate logistic regression analysis identified the independent risk factors associated with delayed cerebral ischemia, which were then incorporated into the nomogram. RESULTS Delayed cerebral ischemia was identified in 158/621 patients (25.4%) in the training cohort and in 66/266 patients (24.8%) in the validation cohort. Preoperative factors associated with delayed cerebral ischemia were age > 65 years, modified Fisher grade of 3-4, ruptured aneurysm in the anterior circulation, Hunt-Hess grade of 4-5, high blood pressure on admission, and plasma homocysteine level ≥ 10 μmol/L. Incorporating these six factors in the nomogram achieved efficient concordance indices of 0.73 (95% confidence interval, 0.68-0.77) and 0.65 (95% confidence interval, 0.57-0.72) in predicting delayed cerebral ischemia in the training and validation cohorts, respectively. CONCLUSIONS Our model can help determine an individual's risk of developing delayed cerebral ischemia in the Chinese population, and thereby, facilitate reasonable treatment-related decision-making.
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Affiliation(s)
- Haonan Liu
- Department of Neurosurgery, Lianyungang Clinical College of Nanjing Medical University (The First People's Hospital of Lianyungang), 182 Tongguan North Road, Lianyungang 222002, China
| | - Qian Xu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Aimin Li
- Department of Neurosurgery, Lianyungang Clinical College of Nanjing Medical University (The First People's Hospital of Lianyungang), 182 Tongguan North Road, Lianyungang 222002, China.
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Kanamaru H, Kawakita F, Asada R, Miura Y, Shiba M, Toma N, Suzuki H. Prognostic factors varying with age in patients with aneurysmal subarachnoid hemorrhage. J Clin Neurosci 2020; 76:118-125. [PMID: 32299775 DOI: 10.1016/j.jocn.2020.04.022] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 04/04/2020] [Indexed: 11/27/2022]
Abstract
With the advent of an aging society, more elderly patients with aneurysmal subarachnoid hemorrhage (aSAH) have been treated. We investigated if prognostic factors differ with age in aSAH patients. In a prospectively maintained aSAH database at multiple institutions from 2013 to 2016, 238 patients who underwent clipping or coiling for a ruptured aneurysm within 48 h of onset were divided into elderly (≥75 years; 57 patients) and non-elderly groups, or categorized into 4-age groups (<54, 55-64, 65-74, and ≥75 years). Prognostic factors and clinical characteristics were retrospectively analyzed. The elderly group had a higher incidence of pre-morbidities, co-morbidities, poor admission World Federation of Neurological Surgeons (WFNS) grades, modified Fisher grade 4, and resultantly 90-day poor outcomes (modified Rankin scale [mRS] 3-6). Multivariate logistic regression analyses revealed that independent determinants for poor outcomes were hypertension and modified Fisher grade 4 in the elderly group, and admission WFNS grades IV-V, systemic complications, non-procedural cerebral infarction and shunt-dependent chronic hydrocephalus in the non-elderly group. The 4-age group analyses showed that higher age group was more frequently associated with the prognostic factors. As higher age itself causes poor outcomes and more association of prognostic factors, prognostic factors in elderly patients may be rather limited.
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Affiliation(s)
- Hideki Kanamaru
- Department of Neurosurgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
| | - Fumihiro Kawakita
- Department of Neurosurgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
| | - Reona Asada
- Department of Neurosurgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
| | - Yoichi Miura
- Department of Neurosurgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
| | - Masato Shiba
- Department of Neurosurgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
| | - Naoki Toma
- Department of Neurosurgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
| | - Hidenori Suzuki
- Department of Neurosurgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
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- Members along with their affiliations listed in the Supplementary Material
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31
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Transluminal balloon angioplasty for cerebral vasospasm after spontaneous subarachnoid hemorrhage: A single-center experience. Clin Neurol Neurosurg 2019; 188:105590. [PMID: 31759310 DOI: 10.1016/j.clineuro.2019.105590] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 10/28/2019] [Accepted: 11/05/2019] [Indexed: 11/24/2022]
Abstract
OBJECTIVES After spontaneous subarachnoid hemorrhage (sSAH), cerebral vasospasm (CVS) is a common complication, potentially resulting in infarction mainly responsible for a poor outcome. Intra-arterial vasodilators lead to transient increase of brain perfusion, but only transluminal balloon angioplasty (TBA) promises longer-lasting effects, though it poses the risk of severe complications. Until now, the precise impact of TBA on the course of CVS is not yet finally clarified. Thus we aimed to identify risk factors of recurrent CVS and vasospasm-related infarction following TBA. PATIENTS AND METHODS We analyzed 35 patients with CVS after sSAH who received TBA (41 procedures, 99 vessel segments). Gender, age, WFNS grade and Fisher scale, occurrence of intraventricular and intracerebral hemorrhage, localization of the aneurysm and the initial treatment modality were obtained. We assessed functional outcome after 3 months and in-hospital mortality. TBA was analyzed concerning time point, localization, technique, complications and angiographic response. Furthermore, recurrence of CVS and vasospasm-related infarction after TBA were described and risk factors were identified with logistic regression analyses. RESULTS In 7 of 35 patients (20%) and in 16 of 99 vessel segments (16%) previously treated with TBA, we found recurrent CVS. Vasospasm-related infarction occurred in 18 cases (18%) in the arterial territories of the TBA-treated vessel segments. The angiographic effect after TBA was mostly classified as good (87%), good response was negatively associated with recurrent CVS (p = 0.004) and vasospasm-related infarction (p = 0.001). We identified only the male gender as a risk factor for vasospasm-related infarction after TBA (p = 0.040). In connection with TBA, only one complication occurred (intracranial dissection). CONCLUSION Our data support TBA as a safe and effective therapy for CVS. Nevertheless, recurrent CVS and vasospasm-related infarction were common after TBA and not predictable by clinical conditions on admission or the localization of CVS. A moderate or poor angiographic response after TBA was identified as a risk factor for both, recurrent CVS and vasospasm-related infarction, while male gender was associated with a higher risk of vasospasm-related infarction. Our results augment the still sparse evidence concerning optimal patient selection for this method and provide new aspects for individual therapy decisions.
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Transpulmonary thermodilution monitoring-guided hemodynamic management improves cognitive function in patients with aneurysmal subarachnoid hemorrhage: a prospective cohort comparison. Acta Neurochir (Wien) 2019; 161:1317-1324. [PMID: 31104124 DOI: 10.1007/s00701-019-03922-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 04/18/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND The effects of goal-directed hemodynamic management using transpulmonary thermodilution (TPT) monitor on the cognitive function of patients with aneurysmal subarachnoid hemorrhage (aSAH) remain unclear. The present study aimed to determine whether hemodynamic management with TPT monitor provides better cognitive function compared with standard hemodynamic management. METHODS Patients with aSAH who were admitted to the intensive care unit in 2016 were assigned to cohort 1, and those admitted in 2017 were assigned to cohort 2. In cohort 1, hemodynamic and fluid management was performed in accordance with the traditional pressure-based hemodynamic parameters and clinical examination, whereas in cohort 2, it was performed in accordance with the TPT monitor-measured flow-based parameters. The incidence of delayed cerebral ischemia (DCI) and pulmonary edema (PE) was determined. The functional outcome of patients was assessed using the modified Rankin scale (mRS) score and Montreal cognitive assessment (MoCA) test at 1 year following aSAH. RESULTS Cohort 1 included 45 patients and cohort 2 included 39 patients who completed the trial. The incidence of DCI (38% versus 26%) and PE (11% versus 3%) was comparable between the cohorts (p > 0.05). The mRS score was similar between the cohorts (p = 0.11). However, the MoCA score was 20.2 (19.2-21.4) and 23.5 (22.2-24.8) in cohort 1 and cohort 2, respectively (p < 0.001). Accordingly, the occurrence of poor MoCA score (38% versus 18%) was significantly lower in cohort 2 (p = 0.045). CONCLUSIONS TPT monitor-based hemodynamic management provides better cognitive outcome than standard hemodynamic management in patients with aSAH.
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Lai PMR, Gormley WB, Patel N, Frerichs KU, Aziz-Sultan MA, Du R. Age-Dependent Radiographic Vasospasm and Delayed Cerebral Ischemia in Women After Aneurysmal Subarachnoid Hemorrhage. World Neurosurg 2019; 130:e230-e235. [PMID: 31203057 DOI: 10.1016/j.wneu.2019.06.040] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 06/02/2019] [Accepted: 06/03/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Recent literature suggests there are sex differences in delayed cerebral ischemia (DCI) after aneurysmal subarachnoid hemorrhage (aSAH). Our study serves to compare sex differences in radiographic vasospasm, DCI, and clinical outcome after aSAH, and to determine whether there are age-dependent differences. METHODS A total of 328 patients with ruptured cerebral aneurysms were evaluated for radiographic vasospasm, clinical deterioration, cerebral infarction, and modified Rankin Scale-determined clinical outcome at 6 months to 1 year after rupture. Multivariate regression analyses were performed to evaluate the associations between these outcome measures and sex, adjusting for age, hypertension, aneurysm location, admission Hunt and Hess grade, and modified Fisher grade. RESULTS After multivariate adjustment, women had higher rates of radiographic vasospasm (β = 0.35; 95% confidence interval [CI], 0.068-0.63; P = 0.015), clinical deterioration (odds ratio [OR], 2.8; 95% CI, 1.3-6.0; P = 0.008) and cerebral infarction (OR, 2.4; 95% CI, 1.0-5.5; P = 0.039), but no difference was observed in follow-up modified Rankin Scale (mRS) outcome score at 6 months to 1 year (P = 0.96). Older women (age >55 years) have a higher rate of clinical deterioration than men in the same age group (OR, 3.5; 95% CI, 1.0-12; P = 0.043). In contrast, younger women (age ≤55 years) had increased radiographic vasospasm (β = 0.55; 95% CI, 0.17-0.93; P = 0.005) and worse mRS outcome score (β = 0.042; 95% CI, -0.021 to 1.1; P = 0.042) compared with men. CONCLUSIONS Female sex is associated with a higher risk of radiographic vasospasm, clinical deterioration, and cerebral infarction. Furthermore, this association appears to be age-dependent. This study further supports the unique role of sex, and highlights the need to better understand the possible role of female hormones in the development of complications of subarachnoid hemorrhage.
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Affiliation(s)
- Pui Man Rosalind Lai
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - William B Gormley
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Nirav Patel
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Kai U Frerichs
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - M Ali Aziz-Sultan
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Rose Du
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
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