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Baik M, Jeon J, Kim J, Yoo J. Discontinuation of antiplatelet therapy after stent-assisted coil embolisation of cerebral aneurysm: a nationwide cohort study. Stroke Vasc Neurol 2024; 9:560-567. [PMID: 38286486 DOI: 10.1136/svn-2023-002882] [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: 10/01/2023] [Accepted: 12/07/2023] [Indexed: 01/31/2024] Open
Abstract
INTRODUCTION Stent-assisted coil embolisation (SACE) for the treatment of unruptured cerebral aneurysms has been increasingly used. Long-term advantages of antiplatelet therapy (APT) post-SACE treatment are still not well understood. We investigated the long-term effects of APT on clinical prognosis after SACE. PATIENTS AND METHODS We conducted a retrospective study using nationwide health insurance claims data from South Korea, including patients with cerebral aneurysm treated with SACE from January 2009 to December 2020. The study outcomes consisted of the occurrence of cerebral infarction and major haemorrhage. To evaluate the impact of APT, we employed a multivariable time-dependent Cox proportional hazards regression model for each of the three distinct periods: 1-12 months, 12-24 months and >24 months after SACE. RESULTS This study included 17 692 unruptured cerebral aneurysm patients treated with SACE. During the mean follow-up of 4.2 years, there were 379 (2.1%) patients with cerebral infarction and 190 (1.1%) patients with major haemorrhage. The percentage of patients receiving APT was 79.5% at 1 year, which gradually decreased to 58.3% at 2 years after SACE. APT was beneficial in preventing cerebral infarction within 12 months after SACE (adjusted HR (aHR) 0.56; 95% CI, 0.35 to 0.89; p=0.014). After 12 months, this association was not evident. APT increased the risk of haemorrhage after 24 months (aHR 1.76; 95% CI 1.11 to 2.87; p=0.016). DISCUSSION AND CONCLUSION Our findings suggest that in patients with unruptured cerebral aneurysm treated with SACE, the reasonable duration of APT for preventing cerebral infarction might be 1 year after SACE.
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Affiliation(s)
- Minyoul Baik
- Department of Neurology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Gyeonggi-do, Korea (the Republic of)
| | - Jimin Jeon
- Department of Neurology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Gyeonggi-do, Korea (the Republic of)
| | - Jinkwon Kim
- Department of Neurology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Gyeonggi-do, Korea (the Republic of)
| | - Joonsang Yoo
- Department of Neurology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Gyeonggi-do, Korea (the Republic of)
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Vázquez Sufuentes S, Esteban Estallo L, Moles Herbera J, González Martínez LM, van Popta JS, Casado Pellejero J. Microsurgical clipping of unruptured intracranial aneurysms: Clinical and radiological outcomes. NEUROCIRUGIA (ENGLISH EDITION) 2024; 35:289-298. [PMID: 39084289 DOI: 10.1016/j.neucie.2024.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 05/06/2024] [Accepted: 06/23/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND AND OBJECTIVES The prevalence of unruptured intracranial aneurysms is 1-3%. The annual rupture rate increases in patients with multiple aneurysms that presented a previous hemorrhage from another aneurysm. OBJECTIVES To evaluate outcomes of clipping unruptured aneurysms, comparing patients with single or multiple aneurysms clipped, describe the complications related to surgery and to identify risk factors predicting an unfavorable outcome. MATERIALS AND METHODS Retrospective study including patients who underwent clipping of unruptured aneurysms between 2020-2023 at our center. Occlusion rate, complications, and functional outcome were analyzed. Risk factors for poor prognosis are identified using univariate model. RESULTS 82 patients with 114 aneurysms were treated with microsurgery. Multiple aneurysms were clipped in 22 patients. A mini-open approach was used in 86,5% of cases. Complete occlusion in angio3D was found in 78.6% of clipped aneurysms. Complication rate was 12.2%, including asymptomatic cases. Mortality was 0%. The probability of 1 point mRS worsening was 7.3% and 2 or more points was 1.2%, with a good functional outcome in 98.9%. Clipping multiple aneurysms, miniopen approaches, or surgery in patients with previous subarachnoid hemorrhage did not increase the risk of complications. Posterior circulation aneurysms surgery increased the risk of ischemia. CONCLUSIONS The management for unruptured intracranial aneurysms should be multimodal and based on clinical and radiological outcomes. Microsurgery is a valid and safe technique, with 0% mortality and bleeding rates and 1,2% rate of severe morbidity in our series.
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Affiliation(s)
| | | | - Jesús Moles Herbera
- Servicio de Neurocirugía, Hospital Universitario Miguel Servet, Zaragoza, Spain
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Crusius CU, Cambruzzi E, Crusius MU, Aguiar PHPD, Tognon AP, Crusius PS, Stefani MA. CD68 in Cerebral Aneurysms of Smokers and Nonsmokers: An Immunohistochemical Analysis. J Neurol Surg A Cent Eur Neurosurg 2024; 85:555-560. [PMID: 37586409 DOI: 10.1055/a-2155-2166] [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: 08/18/2023]
Abstract
BACKGROUND There is some evidence indicating that inflammation of the aneurysmal wall is related to aneurysmal growth and rupture. The presence of CD68 may indicate greater inflammatory activity. The objective of this study is to evaluate CD68 immunoexpression in surgically resected brain aneurysms and its association with smoking. METHODS The resected brain aneurysmal walls after microsurgical clipping were envoyed to immunohistochemistry investigation. The objective was to evaluate the expression of CD68 and CD34 antibodies. The associations between inflammatory markers, smoking, and rupture were tested using Fischer's exact test. RESULTS CD68 immunoexpression in the tunica media was associated with larger aneurysms: 7.0 mm (7.0-9.0 mm) versus 5.0 mm (3.5-5 mm; p = 0.011). There was no statistically significant association between smoking and CD68 expression in the tunica media (p = 0.234) or in either the tunica media or the tunica intima (p = 0.628). There was also no statistically significant association between hemorrhagic presentation of the aneurysm and CD68 expression in the tunica media (p = 0.689) or in either the tunica media or the tunica intima (p = 0.348). Therefore, the presence of CD68-positive cells in the aneurysmal walls indicates an association with size, especially if the tunica media is exclusively compromised (p = 0.011). CONCLUSION Immunohistochemistry investigation for CD68 antibodies was used to determine histiocytic infiltration. Adequately powered studies are necessary to further investigate the association between CD68-positive cells and both smoking history and hemorrhagic presentation of aneurysms.
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Affiliation(s)
- Cassiano Ughini Crusius
- Institute of Neurology and Neurosurgery of Passo Fundo, Passo Fundo, RS, Brazil
- Associação Hospitalar São Vicente de Paulo (HSVP), Passo Fundo, RS, Brazil
| | - Eduardo Cambruzzi
- Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
- Department of Pathology, Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, RS, Brazil
| | - Marcelo Ughini Crusius
- Institute of Neurology and Neurosurgery of Passo Fundo, Passo Fundo, RS, Brazil
- Associação Hospitalar São Vicente de Paulo (HSVP), Passo Fundo, RS, Brazil
- School of Medicine, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil
| | - Paulo Henrique Pires de Aguiar
- Researcher of School of Medicine of ABC, Santo André, São Paulo, Brazil
- Pontifícia Universidade Católica de São Paulo, São Paulo, Brazil
| | | | - Paulo Sérgio Crusius
- Institute of Neurology and Neurosurgery of Passo Fundo, Passo Fundo, RS, Brazil
- Associação Hospitalar São Vicente de Paulo (HSVP), Passo Fundo, RS, Brazil
| | - Marco Antônio Stefani
- Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
- Department of Neurosurgery, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
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Essibayi MA, Jabal MS, Musmar B, Adeeb N, Salim H, Aslan A, Cancelliere NM, McLellan RM, Algin O, Ghozy S, Lay SV, Guenego A, Renieri L, Carnevale J, Saliou G, Mastorakos P, Naamani KE, Shotar E, Premat K, Möhlenbruch M, Kral M, Doron O, Chung C, Salem MM, Lylyk I, Foreman PM, Vachhani JA, Shaikh H, Župančić V, Hafeez MU, Catapano J, Waqas M, Yavuz K, Gunes YC, Rabinov JD, Ren Y, Schirmer CM, Piano M, Kühn AL, Michelozzi C, Starke RM, Hassan A, Ogilvie M, Nguyen A, Jones J, Brinjikji W, Nawka MT, Psychogios M, Ulfert C, Diestro JDB, Pukenas B, Burkhardt JK, Huynh T, Gutierrez JCM, Sheth SA, Spiegel G, Tawk R, Lubicz B, Panni P, Puri AS, Pero G, Nossek E, Raz E, Killer-Oberfalzer M, Griessenauer CJ, Asadi H, Siddiqui A, Brook AL, Haranhalli N, Ducruet AF, Albuquerque FC, Regenhardt RW, Stapleton CJ, Kan P, Kalousek V, Lylyk P, Boddu S, Knopman J, Aziz-Sultan MA, Tjoumakaris SI, Clarençon F, Limbucci N, Cuellar-Saenz HH, Jabbour PM, Pereira VM, Patel AB, Altschul D, Dmytriw AA. Off-Label use of Woven EndoBridge device for intracranial brain aneurysm treatment: Modeling of occlusion outcome. J Stroke Cerebrovasc Dis 2024; 33:107897. [PMID: 39069148 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107897] [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: 05/13/2024] [Revised: 07/23/2024] [Accepted: 07/25/2024] [Indexed: 07/30/2024] Open
Abstract
INTRODUCTION The Woven EndoBridge (WEB) device is emerging as a novel therapy for intracranial aneurysms, but its use for off-label indications requires further study. Using machine learning, we aimed to develop predictive models for complete occlusion after off-label WEB treatment and to identify factors associated with occlusion outcomes. METHODS This multicenter, retrospective study included 162 patients who underwent off-label WEB treatment for intracranial aneurysms. Baseline, morphological, and procedural variables were utilized to develop machine-learning models predicting complete occlusion. Model interpretation was performed to determine significant predictors. Ordinal regression was also performed with occlusion status as an ordinal outcome from better (Raymond Roy Occlusion Classification [RROC] grade 1) to worse (RROC grade 3) status. Odds ratios (OR) with 95 % confidence intervals (CI) were reported. RESULTS The best performing model achieved an AUROC of 0.8 for predicting complete occlusion. Larger neck diameter and daughter sac were significant independent predictors of incomplete occlusion. On multivariable ordinal regression, higher RROC grades (OR 1.86, 95 % CI 1.25-2.82), larger neck diameter (OR 1.69, 95 % CI 1.09-2.65), and presence of daughter sacs (OR 2.26, 95 % CI 0.99-5.15) were associated with worse aneurysm occlusion after WEB treatment, independent of other factors. CONCLUSION This study found that larger neck diameter and daughter sacs were associated with worse occlusion after WEB therapy for aneurysms. The machine learning approach identified anatomical factors related to occlusion outcomes that may help guide patient selection and monitoring with this technology. Further validation is needed.
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Affiliation(s)
- Muhammed Amir Essibayi
- Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Basel Musmar
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Nimer Adeeb
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Hamza Salim
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Assala Aslan
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | | | - Rachel M McLellan
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | - Oktay Algin
- Department of Radiology, Medical Faculty of Ankara University, Ankara, Turkey
| | - Sherief Ghozy
- Departments of Radiology and Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Sovann V Lay
- Department of Neuroradiology, Centre Hospitalier de Toulouse, Toulouse, France
| | - Adrien Guenego
- Department of Neuroradiology, Hôpital Universitaire Erasme, Bruxelles, Belgium
| | - Leonardo Renieri
- Department of Neuroradiology, Ospedale Careggi di Firenze, Florence, Italy
| | - Joseph Carnevale
- Department of Neurosurgery and Neuroradiology, New York Presbyterian Hospital and Weill Cornell School of Medicine, New York, NY, USA
| | - Guillaume Saliou
- Department of Neuroradiology, Centre Hospitalier Vaudois de Lausanne, Lausanne, Switzerland
| | - Panagiotis Mastorakos
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Kareem El Naamani
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Eimad Shotar
- Department of Neuroradiology, Hôpital Pitié-Salpêtrière, Paris, France
| | - Kevin Premat
- Department of Neuroradiology, Hôpital Pitié-Salpêtrière, Paris, France
| | - Markus Möhlenbruch
- Department of Neuroradiology, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - Michael Kral
- Department of Neurosurgery, Christian Doppler University Hospital & Institute of Neurointervention, Salzburg, Austria
| | - Omer Doron
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | - Charlotte Chung
- Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA
| | - Mohamed M Salem
- Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA
| | - Ivan Lylyk
- Department of Neuroradiology, Clínica La Sagrada Familia, Buenos Aires, Argentina
| | - Paul M Foreman
- Department of Neurosurgery, Orlando Health Neuroscience and Rehabilitation Institute, Orlando, FL, USA
| | - Jay A Vachhani
- Department of Neurosurgery, Orlando Health Neuroscience and Rehabilitation Institute, Orlando, FL, USA
| | - Hamza Shaikh
- Departments of Radiology & Neurosurgery, Cooper University Health Care, Camden, NJ, USA
| | - Vedran Župančić
- Department of Neuroradiology, Clinical Hospital Center 'Sisters of Mercy', Zagreb, Croatia
| | - Muhammad U Hafeez
- Department of Neurosurgery, UTMB and Baylor School of Medicine, Houston, TX, USA
| | - Joshua Catapano
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Muhammad Waqas
- Department of Neurosurgery, State University of New York at Buffalo, Buffalo, NY, USA
| | - Kivilcim Yavuz
- Department of Radiology, Medical Faculty of Ankara University, Ankara, Turkey
| | - Yasin Celal Gunes
- Department of Radiology, Medical Faculty of Ankara University, Ankara, Turkey
| | - James D Rabinov
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | - Yifan Ren
- Department of Neuroradiology, Austin Health, Victoria, Australia
| | - Clemens M Schirmer
- Department of Neurosurgery and Radiology, Geisinger Hospital, Danville, PA, USA
| | - Mariangela Piano
- Department of Neuroradiology, Ospedale Niguarda Cà Granda, Milano, Italy
| | - Anna L Kühn
- Department of Neuroradiology, UMass Memorial Hospital, Worcester, MA, USA
| | | | - Robert M Starke
- Department of Neurosurgery, University of Miami, Miami, FL, USA
| | - Ameer Hassan
- Department of Neuroradiology, Valley Baptist Neuroscience Institute, Harlingen, TX, USA
| | - Mark Ogilvie
- Departments of Neurosurgery and Radiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Anh Nguyen
- Department of Neuroradiology, University Hospital of Basel, Basel, Switzerland
| | - Jesse Jones
- Departments of Neurosurgery and Radiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Waleed Brinjikji
- Departments of Radiology and Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Marie T Nawka
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marios Psychogios
- Department of Neuroradiology, University Hospital of Basel, Basel, Switzerland
| | - Christian Ulfert
- Department of Neuroradiology, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | | | - Bryan Pukenas
- Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA
| | - Jan-Karl Burkhardt
- Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA
| | - Thien Huynh
- Departments of Radiology and Neurosurgery, Mayo Clinic, Jacksonville, FL, USA
| | | | - Sunil A Sheth
- Department of Neuroradiology, University of Texas Health Science Center at Houston, Houston, USA
| | - Gary Spiegel
- Department of Neuroradiology, University of Texas Health Science Center at Houston, Houston, USA
| | - Rabih Tawk
- Departments of Radiology and Neurosurgery, Mayo Clinic, Jacksonville, FL, USA
| | - Boris Lubicz
- Department of Neuroradiology, Hôpital Universitaire Erasme, Bruxelles, Belgium
| | - Pietro Panni
- Department of Neuroradiology, Ospedale San Raffaele, Milano, Italy
| | - Ajit S Puri
- Department of Neuroradiology, UMass Memorial Hospital, Worcester, MA, USA
| | - Guglielmo Pero
- Department of Neuroradiology, Ospedale Niguarda Cà Granda, Milano, Italy
| | - Erez Nossek
- Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA
| | - Eytan Raz
- Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA
| | - Monika Killer-Oberfalzer
- Department of Neurosurgery, Christian Doppler University Hospital & Institute of Neurointervention, Salzburg, Austria
| | - Christoph J Griessenauer
- Department of Neurosurgery, Christian Doppler University Hospital & Institute of Neurointervention, Salzburg, Austria
| | - Hamed Asadi
- Department of Neuroradiology, Austin Health, Victoria, Australia
| | - Adnan Siddiqui
- Department of Neurosurgery, State University of New York at Buffalo, Buffalo, NY, USA
| | - Allan L Brook
- Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Neil Haranhalli
- Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Andrew F Ducruet
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA
| | | | - Robert W Regenhardt
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | - Christopher J Stapleton
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | - Peter Kan
- Department of Neurosurgery, UTMB and Baylor School of Medicine, Houston, TX, USA
| | - Vladimir Kalousek
- Department of Neuroradiology, Clinical Hospital Center 'Sisters of Mercy', Zagreb, Croatia
| | - Pedro Lylyk
- Department of Neuroradiology, Clínica La Sagrada Familia, Buenos Aires, Argentina
| | - Srikanth Boddu
- Department of Neuroradiology, Centre Hospitalier Vaudois de Lausanne, Lausanne, Switzerland
| | - Jared Knopman
- Department of Neurosurgery and Neuroradiology, New York Presbyterian Hospital and Weill Cornell School of Medicine, New York, NY, USA
| | - Mohammad A Aziz-Sultan
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | | | | | - Nicola Limbucci
- Department of Neuroradiology, Ospedale Careggi di Firenze, Florence, Italy
| | - Hugo H Cuellar-Saenz
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Pascal M Jabbour
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Vitor Mendes Pereira
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | - Aman B Patel
- Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
| | - David Altschul
- Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Adam A Dmytriw
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA; Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA
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Rehwald R. Improving the prediction of intracranial aneurysm rupture risk-calcification in the spotlight. Eur Radiol 2024; 34:7514-7516. [PMID: 39075301 DOI: 10.1007/s00330-024-10990-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/28/2024] [Accepted: 06/20/2024] [Indexed: 07/31/2024]
Affiliation(s)
- Rafael Rehwald
- Academic Neuroradiological Unit, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, London, UK.
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Tao J, Wei W, Song M, Hu M, Zhao H, Li S, Shi H, Jia L, Zhang C, Dong X, Chen X. Artificial intelligence applied to development of predictive stability model for intracranial aneurysms. Eur J Med Res 2024; 29:505. [PMID: 39425221 PMCID: PMC11490007 DOI: 10.1186/s40001-024-02101-1] [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: 04/29/2024] [Accepted: 10/09/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND We aimed to develop multiple machine learning models to predict the risk of early intracranial aneurysms (IAs) rupture, evaluate and compare the performance of predictive models. METHODS Information related to patients diagnosed with IA by CT angiography and clinicians in Central hospital of Dalian University of Technology from January 2010 to June 2022 was collected, including clinical characteristics, blood indicators and IA morphological parameters. IA with rupture or maximum growth ≥ 0.5 mm within 1 month of first diagnosis was considered unstable. The relevant factors affecting IA stability were screened and predictive models were developed based on the above three levels, including random forest (RF), support vector machine (SVM), and artificial neural network (ANN). Sensitivity, specificity, accuracy and area under curve (AUC) value were used to evaluate the predictive models. RESULTS A total of 989 IA patients were included in the study, including 561 stable patients and 428 unstable patients. For RF models, the training set showed that sensitivity, specificity, accuracy and the AUC values were 72.8-83.7%, 76.9-86.9%, 75.1-84.1% and 0.748 (0.719-0.778)-0.839 (0.814-0.864), respectively; after test set validation, the results were 71.9-78.8%, 75.0-84.0%, 73.6-81.1% and 0.734 (0.688-0.781)-0.809 (0.768-0.850), respectively. For SVM models, the training set were 66.0-80.2%, 76.5-85.5%, 71.7-82.3%, 0.712 (0.682-0.743)-0.913 (0.884-0.924), respectively; the test set were 44.2-78.3%, 63.4-84.4%, 57.9-80.9%, 0.699 (0.651-0.747)-0.806 (0.765-0.848), respectively. For ANN models, the training set were 66.8-83.0%, 75.3-82.3%, 71.6-82.1%, 0.783 (0.757-0.808)-0.897 (0.879-0.914); the test set were 63.1-76.3%, 65.5-84.0%, 64.4-80.6%, 0.680 (0.593-0.694)-0.860 (0.821-0.899). The results of variable importance showed that age, white blood cell count (WBC) and uric acid (UA) played an important role in predicting the stability of IA. CONCLUSIONS The predictive stability models of IA based on three artificial intelligence methods shows good clinical application. Age, WBC and UA played an important role in predicting the IA stability, and were potentially important predictors.
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Affiliation(s)
- Junmin Tao
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China
- Cardiovascular and Cerebrovascular Research Institute, The Central Hospital of Dalian University of Technology, Dalian, Liaoning Province, China
| | - Wei Wei
- Cardiovascular and Cerebrovascular Research Institute, The Central Hospital of Dalian University of Technology, Dalian, Liaoning Province, China
- Department of Neurosurgery, The Central Hospital of Dalian University of Technology, Dalian, Liaoning Province, China
| | - Meiying Song
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China
| | - Mengdie Hu
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China
| | - Heng Zhao
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China
| | - Shen Li
- Department of Endocrinology Laboratory, The Central Hospital of Dalian University of Technology, Dalian, Liaoning Province, China
| | - Hui Shi
- Health Management Center, The Central Hospital of Dalian University of Technology, Dalian, Liaoning Province, China
| | - Luzhu Jia
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China
| | - Chun Zhang
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China
| | - Xinyue Dong
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China
| | - Xin Chen
- Department of Epidemiology, School of Public Health, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning Province, China.
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Fox LP, Tunehag KR, Nguyen A, Reed S, Shastri D, Quig N, Stouffer GA, Solander S, Lee CR. Real-world evaluation of CYP2C19 guided antiplatelet therapy in patients undergoing intracranial aneurysm repair. Pharmacogenomics 2024:1-11. [PMID: 39360670 DOI: 10.1080/14622416.2024.2406213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024] Open
Abstract
Aim: To evaluate the feasibility and impact of using CYP2C19 genotype to guide selection of antiplatelet therapy in patients undergoing intracranial aneurysm treatment with a flow diversion stent in a real-world clinical setting.Patients & methods: A single-center, retrospective, observational cohort study was conducted in 112 patients undergoing intracranial aneurysm repair with flow-diversion stenting from 2014 to 2021. Data were abstracted from health records. The frequency of clopidogrel or alternative therapy (ticagrelor or prasugrel) use was compared across CYP2C19 status (intermediate or poor metabolizer [IM/PM] vs. normal, rapid, or ultrarapid metabolizer [NM/RM/UM]).Results: In the study population, CYP2C19 genotype testing was performed on 110 (98.2%) patients; of these, 106 (97.2%) had results available prior to the stent procedure and 28 (25.5%) were IM/PMs. Alternative therapy was used more frequently in IM/PMs compared with NM/RM/UMs (57.1 vs. 8.5%, respectively, p < 0.0001). The frequency of thromboembolic events over 12 months did not significantly differ across clopidogrel-treated IM/PMs, clopidogrel-treated NM/RM/UMs and patients on alternative therapy (p = 0.352); although, event numbers were low.Conclusion: A pre-emptive CYP2C19 genotyping strategy to guide antiplatelet therapy selection in intracranial aneurysm repair patients is feasible in a real-world clinical setting. Larger studies are needed to assess the impact on clinical outcomes.
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Affiliation(s)
- Layna P Fox
- Division of Pharmacotherapy & Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Kayla R Tunehag
- Division of Pharmacotherapy & Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Anh Nguyen
- Division of Pharmacotherapy & Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Samuel Reed
- Department of Neurosurgery, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Darshan Shastri
- Department of Neurosurgery, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Nathan Quig
- Department of Neurosurgery, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - George A Stouffer
- Division of Cardiology, Department of Medicine, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- UNC McAllister Heart Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Sten Solander
- Department of Radiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Craig R Lee
- Division of Pharmacotherapy & Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Division of Cardiology, Department of Medicine, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- UNC McAllister Heart Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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8
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Rajendran K, Madhavan AA. Optimizing Photon-Counting Detector CT for Imaging Intracranial Aneurysms. AJNR Am J Neuroradiol 2024; 45:1458-1460. [PMID: 39122465 PMCID: PMC11448977 DOI: 10.3174/ajnr.a8400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/12/2024]
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9
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Hudson JS, Nowicki KW, Lucke-Wold B, Gersey ZC, Dodd WS, Alattar A, McCarthy DJ, Agarwal P, Mehdi Z, Lang MJ, Hasan DM, Hoh BL, Gross BA. Clopidogrel Is Associated with Reduced Likelihood of Aneurysmal Subarachnoid Hemorrhage: a Multi-Center Matched Retrospective Analysis. Transl Stroke Res 2024; 15:936-940. [PMID: 37470917 DOI: 10.1007/s12975-023-01179-9] [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: 03/07/2023] [Revised: 06/27/2023] [Accepted: 07/16/2023] [Indexed: 07/21/2023]
Abstract
Maladaptive inflammation underlies the formation and rupture of human intracranial aneurysms. There is a growing body of evidence that anti-inflammatory pharmaceuticals may beneficially modulate this process. Clopidogrel (Plavix) is a commonly used irreversible P2Y12 receptor antagonist with anti-inflammatory activity. In this paper, we investigate whether clopidogrel is associated with the likelihood of aneurysm rupture in a multi-institutional propensity-matched cohort analysis. Patients presenting for endovascular treatment of their unruptured intracranial aneurysms and those presenting with aneurysm rupture between 2015 and 2019 were prospectively identified at two quaternary referral centers. Patient demographics, comorbidities, and medication usage at the time of presentation were collected. Patients taking clopidogrel or not taking clopidogrel were matched in a 1:1 fashion with respect to location, age, smoking status, aneurysm size, aspirin usage, and hypertension. A total of 1048 patients with electively treated aneurysms or subarachnoid hemorrhages were prospectively identified. Nine hundred twenty-one patients were confirmed to harbor aneurysms during catheter-based diagnostic angiography. A total of 172/921 (19%) patients were actively taking clopidogrel at the time of presentation. Three hundred thirty-two patients were matched in a 1:1 fashion. A smaller proportion of patients taking clopidogrel at presentation had ruptured aneurysms than those who were not taking clopidogrel (6.6% vs 23.5%, p < .0001). Estimated treatment effect analysis demonstrated that clopidogrel usage decreased aneurysm rupture risk by 15%. We present, to the best of our knowledge, the first large-scale multi-institutional analysis suggesting clopidogrel use is protective against intracranial aneurysm rupture. It is our hope that these data will guide future investigation, revealing the pathophysiologic underpinning of this association.
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Affiliation(s)
- Joseph S Hudson
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA.
| | - Kamil W Nowicki
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Zachary C Gersey
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA
| | - William S Dodd
- Department of Neurosurgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Ali Alattar
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA
| | - David J McCarthy
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA
| | - Prateek Agarwal
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA
| | - Zain Mehdi
- University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Michael J Lang
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA
| | - David M Hasan
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Brian L Hoh
- Department of Neurosurgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Bradley A Gross
- Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop Street, 4th floor, Pittsburgh, PA, USA
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10
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Li K, Yang Y, Niu S, Yang Y, Tian B, Huan X, Guo D. A Comparative Study of AI-Based Automated and Manual Postprocessing of Head and Neck CT Angiography: An Independent External Validation with Multi-Vendor and Multi-Center Data. Neuroradiology 2024; 66:1765-1780. [PMID: 38753039 DOI: 10.1007/s00234-024-03379-y] [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: 11/16/2023] [Accepted: 05/09/2024] [Indexed: 09/26/2024]
Abstract
PURPOSE To externally validate the performance of automated postprocessing (AP) on head and neck CT Angiography (CTA) and compare it with manual postprocessing (MP). METHODS This retrospective study included head and neck CTA-exams of patients from three tertiary hospitals acquired on CT scanners from five manufacturers. AP was performed by CerebralDoc. The image quality was assessed using Likert scales, and the qualitative and quantitative diagnostic performance of arterial stenosis and aneurysm, postprocessing time, and scanning radiation dose were also evaluated. RESULTS A total of 250 patients were included. Among these, 55 patients exhibited significant stenosis (≥ 50%), and 33 patients had aneurysms, diagnosed using original CTA datasets and corresponding multiplanar reconstructions as the reference. While the scores of the V4 segment and the edge of the M1 segment on volume rendering (VR), as well as the C4 segment on maximum intensity projection (MIP), were significantly lower with AP compared to MP across vendors (all P < 0.05), most scores in AP demonstrated image quality that was either superior to or comparable with that of MP. Furthermore, the diagnostic performance of AP was either superior to or comparable with that of MP. Moreover, AP also exhibited advantages in terms of postprocessing time and radiation dose when compared to MP (P < 0.001). CONCLUSION The AP of CerebralDoc presents clear advantages over MP and holds significant clinical value. However, further optimization is required in the image quality of the V4 and M1 segments on VR as well as the C4 segment on MIP.
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Affiliation(s)
- Kunhua Li
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University & Chongqing Medical Imaging Artificial Intelligence Laboratory, Chongqing, China
| | - Yang Yang
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
| | - Shengwen Niu
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University & Chongqing Medical Imaging Artificial Intelligence Laboratory, Chongqing, China
| | - Yongwei Yang
- Department of Radiology, the Fifth People's Hospital of Chongqing, Chongqing, China
| | - Bitong Tian
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University & Chongqing Medical Imaging Artificial Intelligence Laboratory, Chongqing, China
| | - Xinyue Huan
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University & Chongqing Medical Imaging Artificial Intelligence Laboratory, Chongqing, China
| | - Dajing Guo
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University & Chongqing Medical Imaging Artificial Intelligence Laboratory, Chongqing, China.
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11
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Lee J, Lee S. Impact of Illness Uncertainty on Health-Related Quality of Life in Patients With Unruptured Intracranial Aneurysms After Coil Embolization. J Neurosci Nurs 2024; 56:146-151. [PMID: 38936421 DOI: 10.1097/jnn.0000000000000771] [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: 06/29/2024]
Abstract
ABSTRACT BACKGROUND: This study aimed to identify the impact of illness uncertainty on physical and mental health-related quality of life (HRQoL) in patients with unruptured intracranial aneurysms (UIAs) after coil embolization. METHODS: A cross-sectional study was conducted and HRQoL was evaluated using the Short Form-12 Health Survey Questionnaire, which assesses physical and mental HRQoL. RESULTS: The participants had a mean age of 56.4 years, and among them, 190 (71.2%) were women. Physical and mental HRQoL were negatively correlated with physical symptoms, anxiety, depression, and illness uncertainty. Mental HRQoL was positively correlated with social support. Physical HRQoL was significantly influenced by depression (β = -0.26, P = .004) and was not influenced by illness uncertainty (β = -0.10, P = .101). Mental HRQoL was significantly influenced by anxiety (β = -0.45, P < .001), depression (β = -0.19, P = .003), social support (β = 0.14, P = .004), and illness uncertainty (β = -0.14, P = .005). The finding that illness uncertainty influences HRQoL suggests a basis for interventions aimed at improving mental HRQoL by reducing illness uncertainty in patients with UIAs. CONCLUSION: The physical and mental HRQoL in patients with UIAs after coil embolization is negatively influenced by depression, whereas mental HRQoL is also affected by anxiety, illness uncertainty, and social support. These results may serve as reference data for the design and development of interventions to improve HRQoL in patients with UIAs after coil embolization.
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Affiliation(s)
- JiEun Lee
- JiEun Lee, PhD RN, is Assistant Professor, Department of Nursing, Jungwon University, Goesan, Republic of Korea
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12
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Wang Y, Garland JS, Fellah S, Reis MN, Parsons MS, Guilliams KP, Fields ME, Mirro AE, Lewis JB, Ying C, Cohen RA, Hulbert ML, King AA, Chen Y, Lee JM, An H, Ford AL. Intracranial aneurysms in sickle cell disease are associated with hemodynamic stress and anemia. Blood Adv 2024; 8:4823-4831. [PMID: 39093929 PMCID: PMC11415867 DOI: 10.1182/bloodadvances.2024013928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/22/2024] [Accepted: 07/22/2024] [Indexed: 08/04/2024] Open
Abstract
ABSTRACT Although hemodynamic stress plays a key role in aneurysm formation outside of sickle cell disease (SCD), its role is understudied in patients with SCD. We hypothesized that tissue-based markers of hemodynamic stress are associated with aneurysm presence in a prospective SCD cohort. Children and adults with SCD, with and without aneurysms, underwent longitudinal brain magnetic resonance imaging/magnetic resonance angiography (MRA) to assess cerebral blood flow (CBF) and oxygen extraction fraction (OEF). Baseline characteristics were recorded. In the subgroup of adults, stepwise mixed-effect logistic regression examined clinical variables, CBF, and OEF as predictors of aneurysm presence. Cumulative rates of new aneurysm formation were estimated using Kaplan-Meier analyses. Forty-three aneurysms were found in 27 of 155 patients (17%). Most aneurysms were ≤3 mm and in the intracranial internal carotid artery. On univariate analysis, older age (P = .07), lower hemoglobin (P = .002), higher CBF (P = .03), and higher OEF (P = .02) were associated with aneurysm presence. On multivariable analysis, age and CBF remained independently associated with aneurysm presence. Seventy-six patients (49% of enrollment) received follow-up MRAs (median, 3.5 years). No aneurysm grew or ruptured, however, 7 new aneurysms developed in 6 patients. The 3-year cumulative rate of aneurysm formation was 3.5%. In 155 patients with SCD, 17% had intracranial aneurysms. Three-year aneurysm formation rate was 3.5%, although limited by small longitudinal sample size and short follow-up duration. Aneurysm presence was associated with elevated CBF in adults, as a tissue-based marker of cerebral hemodynamic stress. Future studies may examine the predictive role of CBF in aneurysm development in SCD.
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Affiliation(s)
- Yan Wang
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Jared S. Garland
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Slim Fellah
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Martin N. Reis
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
| | - Matthew S. Parsons
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
| | - Kristin P. Guilliams
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
- Division of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Melanie E. Fields
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
- Division of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Amy E. Mirro
- Division of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Josiah B. Lewis
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Chunwei Ying
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
| | - Rachel A. Cohen
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Monica L. Hulbert
- Division of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Allison A. King
- Department of Medicine, Division of Hematology/Oncology, Washington University School of Medicine, St. Louis, MO
| | - Yasheng Chen
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
| | - Jin-Moo Lee
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
| | - Hongyu An
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
| | - Andria L. Ford
- Department of Neurology, Washington University School of Medicine, St. Louis, MO
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
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13
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Civilla L, Dodier P, Palumbo MC, Redaelli ACL, Koenigshofer M, Unger E, Meling TR, Velinov N, Rössler K, Moscato F. Development and assessment of case-specific physical and augmented reality simulators for intracranial aneurysm clipping. 3D Print Med 2024; 10:30. [PMID: 39292343 PMCID: PMC11411828 DOI: 10.1186/s41205-024-00235-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 09/05/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND Microsurgical clipping is a delicate neurosurgical procedure used to treat complex Unruptured Intracranial Aneurysms (UIAs) whose outcome is dependent on surgeon's experience. Simulations are emerging as excellent complements to standard training, but their adoption is limited by the realism they provide. The aim of this study was to develop and validate a microsurgical clipping simulator platform. METHODS Physical and holographic simulators of UIA clipping have been developed. The physical phantom consisted of a 3D printed hard skull and five (n = 5) rapidly interchangeable, perfused and fluorescence compatible 3D printed aneurysm silicone phantoms. The holographic clipping simulation included a real-time finite-element-model of the aneurysm sac, allowing interaction with a virtual clip and its occlusion. Validity, usability, usefulness and applications of the simulators have been assessed through clinical scores for aneurysm occlusion and a questionnaire study involving 14 neurosurgical residents (R) and specialists (S) for both the physical (p) and holographic (h) simulators by scores going from 1 (very poor) to 5 (excellent). RESULTS The physical simulator allowed to replicate successfully and accurately the patient-specific anatomy. UIA phantoms were manufactured with an average dimensional deviation from design of 0.096 mm and a dome thickness of 0.41 ± 0.11 mm. The holographic simulation executed at 25-50 fps allowing to gain unique insights on the anatomy and testing of the application of several clips without manufacturing costs. Aneurysm closure in the physical model evaluated by fluorescence simulation and post-operative CT revealed Raymond 1 (full) occlusion respectively in 68.89% and 73.33% of the cases. For both the simulators content validity, construct validity, usability and usefulness have been observed, with the highest scores observed in clip selection usefulness Rp=4.78, Sp=5.00 and Rh=4.00, Sh=5.00 for the printed and holographic simulators. CONCLUSIONS Both the physical and the holographic simulators were validated and resulted usable and useful in selecting valid clips and discarding unsuitable ones. Thus, they represent ideal platforms for realistic patient-specific simulation-based training of neurosurgical residents and hold the potential for further applications in preoperative planning.
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Affiliation(s)
- Lorenzo Civilla
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
| | - Philippe Dodier
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria
| | - Maria Chiara Palumbo
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Alberto C L Redaelli
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Markus Koenigshofer
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria
| | - Ewald Unger
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria
| | - Torstein R Meling
- Department of Neurosurgery, Rigshospitalet University Hospital, Copenhagen, Denmark
| | - Nikolay Velinov
- Clinics of Neurosurgery, University Hospital Pirogov, Medical University of Sofia, Sofia, Bulgaria
| | - Karl Rössler
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria
| | - Francesco Moscato
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria.
- Austrian Cluster for Tissue Regeneration, Vienna, Austria.
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14
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He J, Duan Y, Jiang Y, Luo J, Wang T, Liang R, Tang T. Phosphorylated NPY1R regulates phenotypic transition of vascular smooth muscle cells, inflammatory response and macrophage infiltration to promote intracranial aneurysm progression. Neuropeptides 2024; 108:102465. [PMID: 39353356 DOI: 10.1016/j.npep.2024.102465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 09/02/2024] [Accepted: 09/02/2024] [Indexed: 10/04/2024]
Abstract
BACKGROUND Rupture of intracranial aneurysm (IA) could give rise to spontaneous subarachnoid hemorrhage, leading to a high disability rate and even death. NPY1R expression was upregulated in aneurysm tissues of IA patients. However, the role and underlying mechanism of NPY1R remains unknown. METHODS The IA model of mice was established using inducing systemic hypertension and injecting elastase. The expression of genes and proteins was detected by RT-qPCR and western blot. The number of T cells, macrophages, and neutrophils in IA mice was detected using flow cytometry and IF assay. The levels of inflammatory factors were measured using ELISA. Patho-morphology and inflammatory cells in aneurysm tissues were evaluated by HE staining. The interaction between TK and NPY1R was validated using Co-IP. RESULTS NPY1R expression was greatly elevated in aneurysm tissues in IA patients and mice, which were positively related to macrophage infiltration. Besides, exogenous overexpression of NPY1R resulted in the promotion of contractile phenotype to the synthetic phenotype of vascular smooth muscle cells (VSMCs), inflammatory response and M1 macrophage polarization. In terms of the underlying mechanism, NPY1R protein could be modified by TK-mediated phosphorylation and TKI could decrease IA formation and suppresse contractile phenotype to synthetic phenotype of VSMCs, inflammatory response and M1 macrophage polarization in IA mice. Furthermore, ablating mouse macrophages abolished NPY1R overexpression-mediated promotion of IA formation and rupture in mice. CONCLUSION Phosphorylated NPY1R contributed to IA progression through promoting contractile phenotype to synthetic phenotype of VSMCs, inflammatory response and M1 macrophage polarization in IA.
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Affiliation(s)
- Jian He
- The Second Affiliated Hospital, Department of Neurosurgery, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Yonghong Duan
- The Second Affiliated Hospital, Department of Neurosurgery, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Yuanding Jiang
- The Second Affiliated Hospital, Department of Neurosurgery, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Jie Luo
- The Second Affiliated Hospital, Department of Neurosurgery, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Tao Wang
- The Second Affiliated Hospital, Department of Neurosurgery, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Richu Liang
- The Second Affiliated Hospital, Department of Neurosurgery, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Ting Tang
- The Second Affiliated Hospital, Department of Teaching and Student Affairs, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China.
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15
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Wang X, Huang X. Risk factors and predictive indicators of rupture in cerebral aneurysms. Front Physiol 2024; 15:1454016. [PMID: 39301423 PMCID: PMC11411460 DOI: 10.3389/fphys.2024.1454016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 08/23/2024] [Indexed: 09/22/2024] Open
Abstract
Cerebral aneurysms are abnormal dilations of blood vessels in the brain that have the potential to rupture, leading to subarachnoid hemorrhage and other serious complications. Early detection and prediction of aneurysm rupture are crucial for effective management and prevention of rupture-related morbidities and mortalities. This review aims to summarize the current knowledge on risk factors and predictive indicators of rupture in cerebral aneurysms. Morphological characteristics such as aneurysm size, shape, and location, as well as hemodynamic factors including blood flow patterns and wall shear stress, have been identified as important factors influencing aneurysm stability and rupture risk. In addition to these traditional factors, emerging evidence suggests that biological and genetic factors, such as inflammation, extracellular matrix remodeling, and genetic polymorphisms, may also play significant roles in aneurysm rupture. Furthermore, advancements in computational fluid dynamics and machine learning algorithms have enabled the development of novel predictive models for rupture risk assessment. However, challenges remain in accurately predicting aneurysm rupture, and further research is needed to validate these predictors and integrate them into clinical practice. By elucidating and identifying the various risk factors and predictive indicators associated with aneurysm rupture, we can enhance personalized risk assessment and optimize treatment strategies for patients with cerebral aneurysms.
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Affiliation(s)
- Xiguang Wang
- Department of Research & Development Management, Shanghai Aohua Photoelectricity Endoscope Co., Ltd., Shanghai, China
| | - Xu Huang
- Department of Research & Development Management, Shanghai Aohua Photoelectricity Endoscope Co., Ltd., Shanghai, China
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16
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Ling C, Yang Y, Zhang B, Wang H, Chen C. Phoenixin-14 maintains the contractile type of vascular smooth muscle cells in cerebral aneurysms rats. J Biochem Mol Toxicol 2024; 38:e23813. [PMID: 39148253 DOI: 10.1002/jbt.23813] [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: 03/11/2024] [Revised: 07/15/2024] [Accepted: 08/02/2024] [Indexed: 08/17/2024]
Abstract
The rupture of intracranial aneurysm (IA) is the primary reason contributing to the occurrence of life-threatening subarachnoid hemorrhages. The oxidative stress-induced phenotypic transformation from the contractile phenotype to the synthetic phenotype of vascular smooth muscle cells (VSMCs) plays a pivotal role in IA formation and rupture. Our study aimed to figure out the role of phoenixin-14 in VSMC phenotypic switching during the pathogenesis of IA by using both cellular and animal models. Primary rat VSMCs were isolated from the Willis circle of male Sprague-Dawley rats. VSMCs were stimulated by hydrogen peroxide (H2O2) to establish a cell oxidative damage model. After pretreatment with phoenixin-14 and exposure to H2O2, VSMC viability, migration, and invasion were examined through cell counting kit-8 (CCK-8), wound healing, and Transwell assays. Intracellular reactive oxygen species (ROS) production in VSMCs was evaluated by using 2',7'-Dichlorofluorescin diacetate (DCFH-DA) fluorescence probes and flow cytometry. Rat IA models were established by ligation of the left common carotid arteries and posterior branches of both renal arteries. The histopathological changes of rat intracranial blood vessels were observed through hematoxylin and eosin staining. The levels of contractile phenotype markers (alpha-smooth muscle actin [α-SMA] and smooth muscle 22 alpha [SM22α]) in VSMCs and rat arterial rings were determined through real-time quantitative polymerase chain reaction (RT-qPCR) and western blot analysis. Our results showed that H2O2 stimulated the production of intracellular ROS and induced oxidative stress in VSMCs, while phoenixin-14 pretreatment attenuated intracellular ROS levels in H2O2-exposed VSMCs. H2O2 exposure promoted VSMC migration and invasion, which, however, was reversed by phoenixin-14 pretreatment. Besides, phoenixin-14 administration inhibited IA formation and rupture in rat models. The decrease in α-SMA and SM22α levels in H2O2-exposed VSMCs and IA rat models was antagonized by phoenixin-14. Collectively, phoenixin-14 ameliorates the progression of IA through preventing the loss of the contractile phenotype of VSMCs.
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MESH Headings
- Animals
- Muscle, Smooth, Vascular/metabolism
- Muscle, Smooth, Vascular/drug effects
- Muscle, Smooth, Vascular/pathology
- Rats
- Male
- Rats, Sprague-Dawley
- Intracranial Aneurysm/pathology
- Intracranial Aneurysm/metabolism
- Myocytes, Smooth Muscle/metabolism
- Myocytes, Smooth Muscle/drug effects
- Myocytes, Smooth Muscle/pathology
- Reactive Oxygen Species/metabolism
- Oxidative Stress/drug effects
- Hydrogen Peroxide/pharmacology
- Muscle Contraction/drug effects
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Affiliation(s)
- Cong Ling
- Department of Neurosurgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yang Yang
- Department of Radiology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Baoyu Zhang
- Department of Neurosurgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hui Wang
- Department of Neurosurgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chuan Chen
- Department of Neurosurgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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17
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Al-Jehani HM, Hafez Mousa A, AlHamid MA. Efficacy of pCONUS Devices in the Management of Intracranial Aneurysms: Outcomes of 190 Patients. Cureus 2024; 16:e70075. [PMID: 39449931 PMCID: PMC11500052 DOI: 10.7759/cureus.70075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/24/2024] [Indexed: 10/26/2024] Open
Abstract
Intracranial aneurysms (IAs) pose a significant health concern, necessitating effective treatment modalities. The pCONUS device has emerged as a promising option for managing complex IAs, particularly wide-necked bifurcation aneurysms. Evaluating its efficacy across multiple studies is essential for establishing therapeutic guidelines. A systematic review was conducted following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to identify studies assessing the efficacy of pCONUS devices in treating cerebral aneurysms. PubMed, Google Scholar, and Scopus were searched for relevant articles published from January 1, 2000, to December 31, 2021. Inclusion criteria encompassed clinical trials examining pCONUS device benefits for ruptured or unruptured cerebral aneurysms. Data extraction and quality assessment were performed independently by two reviewers. Out of 390 initially identified articles, eight studies met the inclusion criteria. These studies collectively involved 190 participants with intracranial aneurysms. The sample sizes ranged from seven to 40 patients, predominantly in retrospective designs. Complete occlusion rates varied from 46.8% to 100%, with a mean diameter of treated aneurysms ranging from 2.5 mm to 8.83 mm. This systematic review suggests that pCONUS devices are feasible and effective for treating complex bifurcation cerebral aneurysms, with acceptable complication rates. Despite limitations such as retrospective study designs and limited follow-up durations, the findings support the beneficial role of pCONUS devices in managing challenging intracranial aneurysms. Larger collaborative efforts with longer follow-up durations are warranted to validate these findings and establish wider therapeutic guidelines.
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Affiliation(s)
- Hosam M Al-Jehani
- Department of Neurosurgery and Interventional Neuroradiology, King Fahad Hospital of the University, Dammam, SAU
- Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, CAN
- Department of Neurosurgery, Weill Cornell University, New York, USA
- Department of Neurosurgery and Interventional Neuroradiology, Imam Abdulrahman Bin Faisal University, Al Khobar, SAU
| | - Ahmed Hafez Mousa
- Department of Neurosurgery and Interventional Neuroradiology, Imam Abdulrahman Bin Faisal University, Al Khobar, SAU
- Department of Neurosurgery and Interventional Neuroradiology, King Fahad Specialist Hospital, Dammam, SAU
| | - May A AlHamid
- Department of Neurology and Interventional Radiology, King Fahad Hospital of the University, Imam Abdulrahman Bin Faisal University, Dammam, SAU
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18
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Batista S, Ferreira MY, B Oliveira L, Semione G, Bocanegra-Becerra JE, Bertani R, Palavani LB, de Macêdo Filho LJM, Bertoli ED, Rabelo NN, Welling LC, Figueiredo EG, Lawton MT. Surgical clipping and endovascular treatments for small or very small anterior communicating artery aneurysms: A comparative pooled analysis. J Clin Neurosci 2024; 127:110766. [PMID: 39067369 DOI: 10.1016/j.jocn.2024.110766] [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: 03/24/2024] [Revised: 07/20/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Small and very small anterior communicating artery (ACoA) aneurysms pose a complex challenge in neurosurgery and interventional neuroradiology due to their critical location and potential for severe consequences upon rupture. Surgical clipping has been a traditional approach, but it presents challenges requiring precision and expertise. Endovascular treatment has emerged as an alternative, offering minimally invasive techniques with potential advantages. This study aims to comprehensively compare outcomes and efficacy between surgical clipping and endovascular treatment for small or very small ACoA aneurysms. OBJECTIVES We aimed to perform a meta-analysis of small or very small anterior communicating artery aneurysms comparing surgical clipping and endovascular treatments. METHODS A systematic review and meta-analysis were conducted, including studies reporting on both treatment modalities. Eligible studies were identified through PubMed, Cochrane Library, and Embase databases. Pooled analyses with 95% confidence intervals were used to compare treatment effects, and statistical analysis followed PRISMA guidelines. RESULTS Thirteen studies with 637 patients were included. Endovascular treatment, predominantly coiling, was performed in 60.3% of patients, while 39.7% underwent surgical management. Endovascular treatment exhibited an 18% retreatment rate, contrasting with 0% in the surgery group. Mortality rates were 3% and 6% for endovascular and surgical treatments, respectively. Overall complications occurred in 1.8% of patients, with intraoperative rupture and cerebral infarction being the most common. CONCLUSION In summary, our study indicates a comparable outcome between surgical clipping and endovascular treatment for small ACoA aneurysms, with the former showing a lower retreatment rate. Decision factors include surgeon expertise, healthcare context, and patient age. Further research is needed to refine treatment strategies, considering variations in aneurysm status and evolving techniques.
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Affiliation(s)
- Sávio Batista
- Faculty of Medicine, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Márcio Yuri Ferreira
- Department of Neurosurgery, Lenox Hill Hospital/Northwell Health, New York, NY, USA
| | - Leonardo B Oliveira
- Department of Neurosurgery, State University of Ponta Grossa, Ponta Grossa, PR, Brazil
| | - Gabriel Semione
- Department of Medicine, University of West of Santa Catarina, Joaçaba, SC, Brazil
| | | | - Raphael Bertani
- Department of Neurosurgery, University of São Paulo, São Paulo, SP, Brazil
| | | | | | | | | | | | | | - Michael T Lawton
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA
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19
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Policicchio D, Boccaletti R, Dipellegrini G. CTA-based 3D virtual model for preoperative simulation and intraoperative neuronavigation in the surgical treatment of distal anterior cerebral artery aneurysms. J Clin Neurosci 2024; 127:110756. [PMID: 39067368 DOI: 10.1016/j.jocn.2024.110756] [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: 05/22/2024] [Revised: 07/15/2024] [Accepted: 07/18/2024] [Indexed: 07/30/2024]
Abstract
OBJECTIVE This study aims to assess the efficacy and limitations of Computed Tomography Angiography (CTA)-based 3D virtual models for preoperative simulation and intraoperative neuronavigation in the surgical treatment of Distal Anterior Cerebral Artery (DACA) Aneurysms. METHODS A retrospective observational study was conducted, analyzing patients who underwent surgical clipping of DACA aneurysms via an interhemispheric approach from 2016 to 2022. Outcomes measured included qualitative analyses of 3D reconstructions against actual intraoperative anatomy, neuronavigator accuracy, 6-month modified Rankin Scale (mRS), complete exclusion rates, and surgical complications. Patient demographics, clinical characteristics, surgical timing, and intraoperative data were meticulously documented for analysis. RESULTS Fifteen patients were included in the study, with a mean age of 52 years. The mean Hunt-Hess score at admission was 2.2, encompassing 2 unruptured and 13 ruptured aneurysms. Intraoperative anatomical visualization perfectly matched the preoperative 3D model in 13 cases, with discrepancies in two. Neuronavigation demonstrated a mean accuracy of 1.76 mm, remaining consistent in 14 patients, and accurately tracking the planned trajectory. Postoperative complications occurred in 26.5 % of patients, including two fatalities, with no navigation-related complications. Incomplete aneurysm occlusion was observed in one case. The mean mRS score at 6 months was 2.46. CONCLUSIONS The employment of 3D CTA for preoperative simulation and intraoperative neuronavigation holds significant potential in enhancing the surgical management of DACA aneurysms. Despite some discrepancies and technical limitations, the overall precision of preoperative simulations and the strategic value of intraoperative neuronavigation highlight their utility in improving surgical outcomes.
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Affiliation(s)
- Domenico Policicchio
- Department of Neurosurgery, Azienda Ospedaliero Universitaria "Renato Dulbecco" di Catanzaro, Italy.
| | - Riccardo Boccaletti
- Department of Neurosurgery, Azienda Ospedaliero Universitaria di Parma, Italy
| | - Giosuè Dipellegrini
- Department of Neurosurgery, Azienda Ospedaliero Universitaria di Sassari, Italy
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20
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Wang J, Zhou Q, Dong Q, Shen J, Hao J, Li D, Xu T, Cai X, Bai W, Ying T, Li Y, Zhang L, Zhu Y, Wang L, Wu J, Zheng Y. Nanoarchitectonic Engineering of Thermal-Responsive Magnetic Nanorobot Collectives for Intracranial Aneurysm Therapy. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2400408. [PMID: 38709208 DOI: 10.1002/smll.202400408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 04/11/2024] [Indexed: 05/07/2024]
Abstract
Stent-assisted coiling is a main treatment modality for intracranial aneurysms (IAs) in clinics, but critical challenges remain to be overcome, such as exogenous implant-induced stenosis and reliance on antiplatelet agents. Herein, an endovascular approach is reported for IA therapy without stent grafting or microcatheter shaping, enabled by active delivery of thrombin (Th) to target aneurysms using innovative phase-change material (PCM)-coated magnetite-thrombin (Fe3O4-Th@PCM) FTP nanorobots. The nanorobots are controlled by an integrated actuation system of dynamic torque-force hybrid magnetic fields. With robust intravascular navigation guided by real-time ultrasound imaging, nanorobotic collectives can effectively accumulate and retain in model aneurysms constructed in vivo, followed by controlled release of the encapsulated Th for rapid occlusion of the aneurysm upon melting the protective PCM (thermally responsive in a tunable manner) through focused magnetic hyperthermia. Complete and stable aneurysm embolization is confirmed by postoperative examination and 2-week postembolization follow-up using digital subtraction angiography (DSA), contrast-enhanced ultrasound (CEUS), and histological analysis. The safety of the embolization therapy is assessed through biocompatibility evaluation and histopathology assays. This strategy, seamlessly integrating secure drug packaging, agile magnetic actuation, and clinical interventional imaging, avoids possible exogenous implant rejection, circumvents cumbersome microcatheter shaping, and offers a promising option for IA therapy.
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Affiliation(s)
- Jienan Wang
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
- Department of Radiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Qi Zhou
- School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FB, UK
| | - Qi Dong
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
- Department of Ultrasound, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200002, P. R. China
| | - Jian Shen
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Junnian Hao
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Dong Li
- Guangdong Provincial Key Laboratory of Robotics and Intelligent System, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, P. R. China
| | - Tiantian Xu
- Guangdong Provincial Key Laboratory of Robotics and Intelligent System, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, P. R. China
| | - Xiaojun Cai
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Wenkun Bai
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Tao Ying
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Yuehua Li
- Department of Radiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Li Zhang
- Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, P. R. China
| | - Yueqi Zhu
- Department of Radiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Longchen Wang
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Jianrong Wu
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
| | - Yuanyi Zheng
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, P. R. China
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21
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Chen JC, Luo C, Li Y, Tan DH. Knowledge domain and emerging trends in the rupture risk of intracranial aneurysms research from 2004 to 2023. World J Clin Cases 2024; 12:5382-5403. [PMID: 39156083 PMCID: PMC11238678 DOI: 10.12998/wjcc.v12.i23.5382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Revised: 06/20/2024] [Accepted: 06/26/2024] [Indexed: 07/05/2024] Open
Abstract
BACKGROUND Intracranial aneurysms (IAs) pose significant health risks, attributable to their potential for sudden rupture, which can result in severe outcomes such as stroke and death. Despite extensive research, the variability of aneurysm behavior, with some remaining stable for years while others rupture unexpectedly, remains poorly understood. AIM To employ bibliometric analysis to map the research landscape concerning risk factors associated with IAs rupture. METHODS A systematic literature review of publications from 2004 to 2023 was conducted, analyzing 3804 documents from the Web of Science Core Collection database, with a focus on full-text articles and reviews in English. The analysis encompassed citation and co-citation networks, keyword bursts, and temporal trends to delineate the evolution of research themes and collaboration patterns. Advanced software tools, CiteSpace and VOSviewer, were utilized for comprehensive data visualization and trend analysis. RESULTS Analysis uncovered a total of 3804 publications on IA rupture risk factors between 2006 and 2023. Research interest surged after 2013, peaking in 2023. The United States led with 28.97% of publications, garnering 37706 citations. Notable United States-China collaborations were observed. Capital Medical University produced 184 publications, while Utrecht University boasted a citation average of 69.62 per publication. "World Neurosurgery" published the most papers, contrasting with "Stroke", the most cited journal. The PHASES score from "Lancet Neurology" emerged as a vital rupture risk prediction tool. Early research favored endovascular therapy, transitioning to magnetic resonance imaging and flow diverters. "Subarachnoid hemorrhage" stood out as a recurrent keyword. CONCLUSION This study assesses global IA research trends and highlights crucial gaps, guiding future investigations to improve preventive and therapeutic approaches.
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Affiliation(s)
- Jun-Chen Chen
- Department of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Cheng Luo
- Department of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Yong Li
- Department of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Dian-Hui Tan
- Department of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
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22
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Ulmer S, Gruber P, Schubert GA, Remonda L, Marbacher S, Grüter BE. Combined Microsurgical and Endovascular Intracranial Aneurysm Treatment: Interdisciplinary Experience Using a True Hybrid Approach and a Systematic Review of the Literature. Brain Sci 2024; 14:816. [PMID: 39199507 PMCID: PMC11353130 DOI: 10.3390/brainsci14080816] [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: 07/11/2024] [Revised: 07/30/2024] [Accepted: 08/07/2024] [Indexed: 09/01/2024] Open
Abstract
(1) Background: Most intracranial aneurysms (IAs) can be treated either with microsurgical clipping or endovascular techniques. In a few cases, simultaneous treatment utilizing both modalities in a hybrid operation room may be favorable. This study analyzes the indication and benefits of a true hybrid approach (tHA) that combines simultaneous endovascular and microsurgical procedures for treatment of IAs in one session. (2) Methods: All patients receiving a true hybrid procedure between 2010 and 2022 in our institution were included. Demographic characteristics, neurological symptoms, pre-interventional treatments, angiographic findings, and postoperative clinical and radiological outcomes were analyzed. Results are discussed in the light of a systematic literature review on reported true hybrid procedures for IA treatment. (3) Results: In total, 10 tHAs were performed. Of these, coiling and concomitant decompressive craniectomy or hematoma evacuation was performed on six occasions. In two patients, multiple IAs were treated with different modalities during the same procedure. In two patients, intraoperative conditions did not allow for complete IA clipping, and the remnant was coiled in the same session. The review of the literature revealed nine papers comprising 58 IAs treated with a tHA. (4) Conclusions: The need for a tHA for IA treatment is rare and limited to highly selective cases. In our experience, tHAs have been most valuable in an emergency setting concerning ruptured IAs. Furthermore, tHAs may also be considered in patients with multiple aneurysms in different vascular territories.
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Affiliation(s)
- Sabrina Ulmer
- Department of Neurosurgery, Kantonsspital Aarau, 5001 Aarau, Switzerland; (S.U.); (G.A.S.)
| | - Philipp Gruber
- Division of Neuroradiology, Department of Radiology, Kantonsspital Aarau, 5001 Aarau, Switzerland
| | - Gerrit A. Schubert
- Department of Neurosurgery, Kantonsspital Aarau, 5001 Aarau, Switzerland; (S.U.); (G.A.S.)
- Department of Neurosurgery, Universitätsmedizin Aachen, RWTH Aachen University, 52074 Aachen, Germany
| | - Luca Remonda
- Division of Neuroradiology, Kantonsspital Aarau, University of Bern, 3008 Bern, Switzerland;
| | - Serge Marbacher
- Department of Neurosurgery, Kantonsspital Aarau, 5001 Aarau, Switzerland; (S.U.); (G.A.S.)
- Faculty of Medicine, University of Bern, 3008 Bern, Switzerland
| | - Basil E. Grüter
- Department of Neurosurgery, Kantonsspital Aarau, 5001 Aarau, Switzerland; (S.U.); (G.A.S.)
- Division of Neuroradiology, Department of Radiology, Kantonsspital Aarau, 5001 Aarau, Switzerland
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23
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Ringer AJ, Hanel RA, Baig AA, Siddiqui AH, Lopes DK, Barros G, Bass DI, Levitt MR, Young CC, Naylor RM, Lanzino G, Crowley RW, Serrone JC, Kan PT, Binning MJ, Veznedaroglu E, Boulos A, Tawk R. Impact of duration of dual anti-platelet therapy on risk of complications after stent-assisted coiling of unruptured aneurysms. J Neurointerv Surg 2024:jnis-2024-021977. [PMID: 39137967 DOI: 10.1136/jnis-2024-021977] [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: 05/14/2024] [Accepted: 07/30/2024] [Indexed: 08/15/2024]
Abstract
BACKGROUND The optimal duration for dual antiplatelet therapy (DAPT) after stent-assisted coiling (SAC) of intracranial aneurysms is unclear. Longer-term therapy may reduce thrombotic complications but increase the risk of bleeding complications. METHODS A retrospective review of prospectively maintained data at 12 institutions was conducted on patients with unruptured intracranial aneurysms who underwent SAC between January 1, 2016 and December 31, 2020, and were followed ≥6 months postprocedure. The type and duration of DAPT, stent(s) used, outcome, length of follow-up, complication rates, and incidence of significant in-stent stenosis (ISS) were collected. RESULTS Of 556 patients reviewed, 450 met all inclusion criteria. Nine patients treated with DAPT <29 days after SAC and 11 treated for 43-89 days were excluded from the final analysis as none completed their prescribed duration of treatment. Eighty patients received short-term DAPT. There were no significant differences in the rate of thrombotic complications during predefined periods of risk in the short, medium, or long-term treatment groups (1/80, 1.3%; 2/188, 1.1%; and 0/162, 0%, respectively). Similarly, no differences were found in the rate of hemorrhagic complications during period of risk in any group (0/80, 0%; 3/188, 1.6%; and 1/162, 0.6%, respectively). Longer duration DAPT did not reduce ISS risk in any group. CONCLUSIONS Continuing DAPT >42 days after SAC did not reduce the risk of thrombotic complications or in-stent stenosis, although the risk of additional hemorrhagic complications remained low. It may be reasonable to discontinue DAPT after 42 days following non-flow diverting SAC of unruptured intracranial aneurysms.
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Affiliation(s)
| | - Ricardo A Hanel
- Department of Neurosurgery, Lyerly Neurosurgery, Baptist Health, Jacksonville, FL, USA
| | - Ammad A Baig
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Adnan H Siddiqui
- Neurosurgery and Radiology and Canon Stroke and Vascular Research Center, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York, USA
- Neurosurgery, Gates Vascular Institute, Buffalo, New York, USA
| | | | - Guilherme Barros
- Neurological Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - David I Bass
- Neurological Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Michael R Levitt
- Neurological Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Christopher C Young
- Neurological Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Ryan M Naylor
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Giuseppe Lanzino
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Joseph C Serrone
- Department of Neurological Surgery, Loyola University, Maywood, IL, USA
| | - Peter T Kan
- Neurosurgery, The University of Texas Medical Branch at Galveston, Galveston, Texas, USA
| | - Mandy J Binning
- Global Neuroscience Institute, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Erol Veznedaroglu
- Global Neuroscience Institute, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Alan Boulos
- Department of Neurosurgery, Albany Medical Center, Albany, New York, USA
| | - Rabih Tawk
- Neurosurgery, Mayo Clinic Hospital Jacksonville, Jacksonville, Florida, USA
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24
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Rosenlund IM, Ingebrigtsen T, Johnsen LH, Ringberg U, Mathiesen EB, Isaksen J. Are diagnoses of unruptured intracranial aneurysms associated with quality of life, psychological distress, health anxiety, or use of healthcare services in untreated individuals? A longitudinal, nested case-control study. BRAIN & SPINE 2024; 4:102915. [PMID: 39257720 PMCID: PMC11386048 DOI: 10.1016/j.bas.2024.102915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 07/12/2024] [Accepted: 08/05/2024] [Indexed: 09/12/2024]
Abstract
Introduction Increasing imaging examination rates leads to a corresponding rise in the detection rates of unruptured intracranial aneurysms (UIAs). There is limited knowledge on how the detection of UIA affects health-related outcomes in untreated patients. Research question Is the diagnosis of UIA associated with psychosocial outcomes, healthcare services utilisation, or sick leave in untreated individuals? Material and methods Nested case-control study with 96 participants diagnosed with UIAs through magnetic resonance angiography (MRA) screening, not receiving preventive aneurysm obliteration. Comparisons were made with Control1 (192 participants with negative MRAs) and Control2 (192 individuals not MRA screened). Quality of life, psychological distress, and health anxiety were assessed using EQ-5D-5L including EQ VAS, Hopkins Symptom Checklist-10, and Whiteley Index-6, respectively. Healthcare service utilisation and sick leave was measured using registry data. Median follow-up was 32-55 months for the different outcomes. Results UIA were in general not associated with psychosocial outcomes, neither compared to pre-screening values nor to controls. The exemption was a lower mean EQ VAS score at follow-up for cases (76.7) versus Control1 (80.0), regression coefficient -3.87 (95% CI (-7.60, -0.14). Cases had significantly higher rates of radiology exams compared to controls, with 1.47 (95% CI 1.25, 1.74) exams per person-year versus 0.91 (C95% CI 0.75, 1.09) for Control1 and 0.95 (95% CI CI 0.79, 1.14) for Control2. No significant differences were observed in other psychosocial outcomes, healthcare services utilisation, or sick-leave. Discussion and conclusions The overall impact of untreated UIAs appears to be limited when assessed years after diagnosis.
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Affiliation(s)
- Ingvild M Rosenlund
- University Hospital of North Norway, Department of Neurosurgery, Ophthalmology, and Otorhinolaryngology, Tromsø, Norway
- UiT the Arctic University of Norway, Faculty of Health Sciences, Department of Clinical Medicine, Tromsø, Norway
| | - Tor Ingebrigtsen
- University Hospital of North Norway, Department of Neurosurgery, Ophthalmology, and Otorhinolaryngology, Tromsø, Norway
- UiT the Arctic University of Norway, Faculty of Health Sciences, Department of Clinical Medicine, Tromsø, Norway
| | - Liv-Hege Johnsen
- University Hospital of North Norway, Department of Radiology, Tromsø, Norway
| | - Unni Ringberg
- UiT the Arctic University of Norway Faculty of Health Sciences, Medical Education Unit, Tromsø, Norway
| | - Ellisiv B Mathiesen
- UiT the Arctic University of Norway, Faculty of Health Sciences, Department of Clinical Medicine, Tromsø, Norway
- University Hospital of North Norway, Department of Neurology, Tromsø, Norway
| | - Jørgen Isaksen
- University Hospital of North Norway, Department of Neurosurgery, Ophthalmology, and Otorhinolaryngology, Tromsø, Norway
- UiT the Arctic University of Norway, Faculty of Health Sciences, Department of Clinical Medicine, Tromsø, Norway
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25
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Akhtar M, Farooqi HA, Nabi R. Revolutionizing Aneurysm detection: The role of artificial intelligence in reducing rupture rates. Neurosurg Rev 2024; 47:391. [PMID: 39088154 DOI: 10.1007/s10143-024-02636-1] [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: 07/25/2024] [Revised: 07/25/2024] [Accepted: 07/29/2024] [Indexed: 08/02/2024]
Abstract
Cerebral aneurysms, affecting 2-5% of the global population, are often asymptomatic and commonly located within the Circle of Willis. A recent study in Neurosurgical Review highlights a significant reduction in the annual rupture rates of unruptured cerebral aneurysms (UCAs) in Japan from 2003 to 2018. By analyzing age-adjusted mortality rates of subarachnoid hemorrhage (SAH) and the number of treated ruptured cerebral aneurysms (RCAs), researchers found a substantial decrease in rupture rates-from 1.44 to 0.87% and from 0.92 to 0.76%, respectively (p < 0.001). This 88% reduction was largely attributed to improved hypertension management. Recent advancements in artificial intelligence (AI) and machine learning (ML) further support these findings. The RAPID Aneurysm software demonstrated high accuracy in detecting cerebral aneurysms on CT Angiography (CTA), while ML algorithms showed promise in predicting aneurysm rupture risk. A meta-analysis indicated that ML models could achieve 83% sensitivity and specificity in rupture prediction. Additionally, deep learning techniques, such as the PointNet + + architecture, achieved an AUC of 0.85 in rupture risk prediction. These technological advancements in AI and ML are poised to enhance early detection and risk management, potentially contributing to the observed reduction in UCA rupture rates and improving patient outcomes.
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Affiliation(s)
| | | | - Rayyan Nabi
- Islamic International Medical College, Rawalpindi, Pakistan.
- , House number 332, street 12, Phase 4 Bahria Town, Islamabad, 46220, Pakistan.
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Smith T, Wormmeester K, Attia J, Martinez M, Useche N, Tejada J. Racial and socioeconomic disparities in the treatment of unruptured intracranial aneurysms: A county hospital experience. J Natl Med Assoc 2024; 116:410-414. [PMID: 39084915 DOI: 10.1016/j.jnma.2024.07.008] [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: 09/25/2023] [Revised: 01/05/2024] [Accepted: 07/02/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND With increasing prevalence of unruptured intracranial aneurysms (UIAs), there is a need to provide appropriate management. Several studies have suggested that minorities in the United States have limited access to non-invasive imaging leading to increased presentation of aneurysmal subarachnoid hemorrhages (aSAHs). Given our medical institution's commitment to ensuring racial equality within our health care system, we chose to analyze our practice to assess the utilization of care provided by our neuroendovascular team. We hypothesized that given our diverse neuroendovascular care team along with our dedication to equity in healthcare, that we would find no difference in care provided to minority patients versus white patients who presented with UIAs. METHODS We conducted a retrospective electronic medical record-based review of all patients with UIAs (n = 140) between September 2010 and June 2022 treated at a county hospital. Data regarding age at the time of treatment, gender, race, insurance type and aneurysm location were obtained. RESULTS Of the 140 patients that underwent treatment, 54 % of patients were from the Black/Hispanic group and 46 % were from the white/non-Hispanic group. Commercial/private insurance was more common among White/NonHispanic patients (57.7 % vs 51.4 %) whereas Medicaid or uninsured status was more common among Black/Hispanic patients (25.7 % vs 15.4 %), although these differences were not statistically significant. CONCLUSION Building a diverse neuroendovascular physician team with intentionality to equity in healthcare, and providing appropriate funding and resources to facilities used by marginalized populations, such as safety-net institutions, can mitigate minority patients' limited access to intracranial aneurysmal care.
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Affiliation(s)
- Taylor Smith
- Indiana University School of Medicine, Indianapolis, Indiana, USA.
| | - Kelley Wormmeester
- Department of Radiology, Indiana University Health, Indianapolis, Indiana, USA
| | - John Attia
- School of Medicine, Meharry Medical College, Nashville, TN, USA
| | - Mesha Martinez
- Neurointerventional Radiology, Indiana University School of Medicine, Indianapolis, Indiana, USA; Eskenazi Health, Indianapolis, Indiana, USA
| | - Nicolas Useche
- Neurointerventional Radiology, Indiana University School of Medicine, Indianapolis, Indiana, USA; Eskenazi Health, Indianapolis, Indiana, USA
| | - Juan Tejada
- Neurointerventional Radiology, Indiana University School of Medicine, Indianapolis, Indiana, USA; Eskenazi Health, Indianapolis, Indiana, USA
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Xu Y, Chen C, Wang Y. Development and Validation of a Risk Predictive Model for Small Intracranial Aneurysms in Adults Over a Five-Year Period. Cureus 2024; 16:e67652. [PMID: 39314605 PMCID: PMC11419328 DOI: 10.7759/cureus.67652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2024] [Indexed: 09/25/2024] Open
Abstract
Objective The optimal management of a small intracranial aneurysm (sIA) remains a challenge due to the lack of a size-specific risk predictive model for aneurysm rupture. We aimed to develop and validate a nomogram-based risk predictive model for sIA. Methods A total of 382 patients harboring 215 ruptured and 167 unruptured small intracranial aneurysms (uSIAs) (≤ 7 mm) were recruited and divided into training and validation cohorts. Risk factors for the construction of a nomogram were selected from clinical and aneurysmal features by least absolute shrinkage and selection operator (LASSO) and multivariate logistic regression. The nomogram for risk of rupture was evaluated in both the training and validation cohorts for discrimination, calibration, and clinical usefulness. Results Hyperlipidemia (odds ratio (OR)=2.74, 95% confidence interval (CI)=1.322~5.956, P=0.008), the presence of a daughter dome (OR=3.068, 95%CI=1.311~7.598, P=0.012), larger size-to-neck ratio (SN) (OR=1.807, 95%CI=1.131~3.063, P=0.021) and size ratio (SR) (OR=2.221, 95%CI=1.262~4.025, P=0.007) were selected as independent risk factors for sIA rupture and used for construction of nomogram. Internal validation by bootstrap sampling showed the Concordance index (C index) of 0.756 for the nomogram. The calibration by the Hosmer-Lemeshow test showed a P value of 0.847, indicating the model was well-fitted. Additionally, decision curve analysis (DCA) demonstrated that the predictive model has good clinical usefulness, providing net benefits across a range of threshold probabilities, thus supporting its application in clinical decision-making. Conclusion The risk prediction model can reliably predict the risk of sIA rupture, which may provide an important reference for optimizing the therapeutic strategy.
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Affiliation(s)
- Yiya Xu
- Department of Neurology, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, CHN
| | - Chao Chen
- Department of Neurology, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, CHN
| | - Yinzhou Wang
- Department of Neurology, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, CHN
- Fujian Key Laboratory of Medical Analysis, Fujian Academy of Medical Science, Fuzhou, CHN
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Bao S, Xing Z, He S, Hu X, Yang J, Zhou B. Association between psychiatric disorders and intracranial aneurysms: evidence from Mendelian randomization analysis. Front Neurol 2024; 15:1422984. [PMID: 39131049 PMCID: PMC11312739 DOI: 10.3389/fneur.2024.1422984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 07/15/2024] [Indexed: 08/13/2024] Open
Abstract
Objective Several studies have explored the relationship between intracranial aneurysms and psychiatric disorders; nevertheless, the causal connection remains ambiguous. This study aimed to evaluate the causal link between intracranial aneurysms and specific psychiatric disorders. Methods A two-sample Mendelian randomization (MR) analysis was conducted utilizing aggregated genome-wide association study (GWAS) data from the International Stroke Genetics Association for Intracranial Aneurysms (IAs), unruptured Intracranial Aneurysm (uIA), and aneurysmal Subarachnoid Hemorrhage (aSAH). Psychiatric disorder data, encompassing Schizophrenia (SCZ), Bipolar Disorder (BD), and Panic Disorder (PD), were sourced from the Psychiatric Genomics Consortium (PGC), while Cognitive Impairment (CI) data, comprising Cognitive Function (CF) and Cognitive Performance (CP), were obtained from IEU OpenGWAS publications. Causal effects were evaluated using inverse variance weighted (IVW), MR-Egger, and weighted median methods, with the robustness of findings assessed via sensitivity analyses employing diverse methodological approaches. Results Our MR analysis indicated no discernible causal link between intracranial aneurysm (IA) and an elevated susceptibility to psychiatric disorders. However, among individuals with genetically predisposed unruptured intracranial aneurysms (uIA), there was a modest reduction in the risk of SCZ (IVW odds ratio [OR] = 0.95, 95% confidence interval [CI] 0.92-0.98, p = 0.0002). Similarly, IAs also exhibited a moderate reduction in SCZ risk (OR = 0.92, 95% CI 0.86-0.99, p = 0.02). Nevertheless, limited evidence was found to support a causal association between intracranial aneurysms and the risk of the other three psychiatric disorders. Conclusion Our findings furnish compelling evidence suggesting a causal influence of intracranial aneurysms on psychiatric disorders, specifically, both IAs and uIA exhibit a negative causal association with SCZ.
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Affiliation(s)
- Sichen Bao
- Department of Neurosurgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang-US Joint Laboratory for Aging and Neurological Disease Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zhenqiu Xing
- Department of Neurosurgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang-US Joint Laboratory for Aging and Neurological Disease Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Shengkai He
- Department of Neurosurgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang-US Joint Laboratory for Aging and Neurological Disease Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiaowei Hu
- Department of Neurosurgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang-US Joint Laboratory for Aging and Neurological Disease Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jianjing Yang
- Department of Neurosurgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang-US Joint Laboratory for Aging and Neurological Disease Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Bingqing Zhou
- Department of Neurosurgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Department of Thoracic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
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Wen Z, Nie X, Chen L, Liu P, Lan C, Mossa-Basha M, Levitt MR, He H, Wang S, Li J, Zhu C, Liu Q. A Decision Tree Model to Help Treatment Decision-Making for Unruptured Intracranial Aneurysms: A Multi-center, Long-Term Follow-up Study in a Large Chinese Cohort. Transl Stroke Res 2024:10.1007/s12975-024-01280-7. [PMID: 39037513 DOI: 10.1007/s12975-024-01280-7] [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: 05/04/2024] [Revised: 07/02/2024] [Accepted: 07/03/2024] [Indexed: 07/23/2024]
Abstract
Chinese population have a high prevalence of unruptured intracranial aneurysm (UIA). Clinical and imaging risk factors predicting UIA growth or rupture are poorly understood in the Chinese population due to the lack of large-scale longitudinal studies, and the treatment decision for UIA patients was challenging. Develop a decision tree (DT) model for UIA instability, and validate its performance in multi-center studies. Single-UIA patients from two prospective, longitudinal multicenter cohort studies were analyzed, and set as the development cohort and validation cohort. The primary endpoint was UIA instability (rupture, growth, or morphological change). A DT was established within the development cohort and validated within the validation cohort. The performance of clinicians in identifying unstable UIAs before and after the help of the DT was compared using the area under curve (AUC). The development cohort included 1270 patients with 1270 UIAs and a follow-up duration of 47.2 ± 15.5 months. Aneurysm instability occurred in 187 (14.7%) patients. Multivariate Cox analysis revealed hypertension (hazard ratio [HR], 1.54; 95%CI, 1.14-2.09), aspect ratio (HR, 1.22; 95%CI, 1.17-1.28), size ratio (HR, 1.31; 95%CI, 1.23-1.41), bifurcation configuration (HR, 2.05; 95%CI, 1.52-2.78) and irregular shape (HR, 4.30; 95%CI, 3.19-5.80) as factors of instability. In the validation cohort (n = 106, 12 was unstable), the DT model incorporating these factors was highly predictive of UIA instability (AUC, 0.88 [95%CI, 0.79-0.97]), and superior to existing UIA risk scales such as PHASES and ELAPSS (AUC, 0.77 [95%CI, 0.67-0.86] and 0.76 [95%CI, 0.66-0.86], P < 0.001). Within all 1376 single-UIA patients, the use of the DT significantly improved the accuracy of junior neurosurgical clinicians to identify unstable UIAs (AUC from 0.63 to 0.82, P < 0.001). The DT incorporating hypertension, aspect ratio, size ratio, bifurcation configuration and irregular shape was able to predict UIA instability better than existing clinical scales in Chinese cohorts. CLINICAL TRIAL REGISTRATION: IARP-CP cohort were included (unique identifier: ChiCTR1900024547. Published July 15, 2019. Completed December 30, 2020), with 100-Project phase-I cohort (unique identifier: NCT04872842, Published May 5, 2021. Completed November 8, 2022) as the development cohort. The 100-Project phase-II cohort (unique identifier: NCT05608122. Published November 8, 2022) as the validation cohort.
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Affiliation(s)
- Zheng Wen
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China
| | - Xin Nie
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China
| | - Lei Chen
- Department of Neurosurgery, the First Dongguan Affiliated Hospital, Guangdong Medical University, Dongguan, Guangdong, China
| | - Peng Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China
- Beijing Neurosurgical Institution, Capital Medical University, Beijing, China
| | - Chuanjin Lan
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China
| | | | - Michael R Levitt
- Department of Neurological Surgery, University of Washington, Seattle, WA, USA
| | - Hongwei He
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China
- Beijing Neurosurgical Institution, Capital Medical University, Beijing, China
| | - Shuo Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China.
- Department of Neurosurgery, Department of Emergency, the Affiliated Wuxi No. 2 People's Hospital of Nanjing Medical University, Wuxi, Jiangsu, China.
| | - Jiangan Li
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China.
- Department of Neurosurgery, Department of Emergency, the Affiliated Wuxi No. 2 People's Hospital of Nanjing Medical University, Wuxi, Jiangsu, China.
| | - Chengcheng Zhu
- Department of Radiology, University of Washington, Seattle, WA, USA.
| | - Qingyuan Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, Beijing, China.
- Department of Neurosurgery, Department of Emergency, the Affiliated Wuxi No. 2 People's Hospital of Nanjing Medical University, Wuxi, Jiangsu, China.
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Maeda Y, Ikawa F, Kuwabara M, Hosogai M, Ishii D, Morimoto T, Nakayama T, Suzuki M, Horie N. Declining trend in the estimated annual rupture rate of unruptured cerebral aneurysms in Japan: a nationwide study. Neurosurg Rev 2024; 47:336. [PMID: 39014278 DOI: 10.1007/s10143-024-02587-7] [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: 02/20/2024] [Revised: 05/24/2024] [Accepted: 07/08/2024] [Indexed: 07/18/2024]
Abstract
The incidence of subarachnoid hemorrhages (SAHs) in Japan has recently decreased. However, trends in the annual rates of unruptured cerebral aneurysms (UCAs) are unclear because calculations based on follow-up periods are limited to patients with ruptured cerebral aneurysms. We aimed to clarify current trends in the estimated annual rupture rates of UCAs in Japan and to identify the most relevant contributing factors. We analyzed data from the Japanese Ministry of Health, Labour and Welfare and records of the Japan Neurosurgical Society. The estimated annual rupture rates of UCAs between 2003 and 2018 were calculated according to age-adjusted mortality rates of SAH and number of treated ruptured cerebral aneurysms (RCAs). We estimated trends in annual rupture rates using sensitivity analysis and assessed associations between estimated annual rupture rates and the prevalences of hypertension and current smoking. The estimated annual rupture rate of UCAs significantly decreased from 1.44 to 0.87% and from 0.92 to 0.76%, respectively, in terms of age-adjusted mortality rates of SAH and number of treated RCAs (p < 0.001). The range of changes in estimated annual rupture rates of UCAs was - 1.13%‒0.83%, representing a declining UCA trend of 88%. The estimated annual rupture rates of UCAs declined by 0.02-0.10% and 0.01-0.05% with every percent decrease in hypertension and current smoking prevalence, respectively. The estimated annual rupture rate of UCAs has recently decreased in Japan, possibly due to a decrease in the prevalence of hypertension rather than smoking.
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Affiliation(s)
- Yuyo Maeda
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Fusao Ikawa
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
| | - Masashi Kuwabara
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Masahiro Hosogai
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Daizo Ishii
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Takeshi Morimoto
- Department of Clinical Epidemiology, Hyogo Medical University, Nishinomiya, Japan
| | - Takeo Nakayama
- School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | | | - Nobutaka Horie
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
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Hlavata R, Kamencay P, Radilova M, Sykora P, Hudec R. Automated Method for Intracranial Aneurysm Classification Using Deep Learning. SENSORS (BASEL, SWITZERLAND) 2024; 24:4556. [PMID: 39065954 PMCID: PMC11280745 DOI: 10.3390/s24144556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 07/03/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024]
Abstract
Intracranial aneurysm (IA) is now a common term closely associated with subarachnoid hemorrhage. IA is the bulging of a blood vessel caused by a weakening of its wall. This bulge can rupture and, in most cases, cause internal bleeding. In most cases, internal bleeding leads to death or other fatal consequences. Therefore, the development of an automated system for detecting IA is needed to help physicians make more accurate diagnoses. For this reason, we have focused on this problem. In this paper, we propose a 2D Convolutional Neural Network (CNN) based on a network commonly used for data classification in medicine. In addition to our proposed network, we also tested ResNet 50, ResNet 101 and ResNet 152 on a publicly available dataset. In this case, ResNet 152 achieved better results than our proposed network, but our network was significantly smaller and the classifications took significantly less time. Our proposed network achieved an overall accuracy of 98%. This result was achieved on a dataset consisting of 611 images. In addition to the mentioned networks, we also experimented with the VGG network, but it was not suitable for this type of data and achieved only 20%. We compare the results in this work with neural networks that have been verified by the scientific community, and we believe that the results obtained by us can help in the creation of an automated system for the detection of IA.
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Affiliation(s)
| | - Patrik Kamencay
- Department of Multimedia and Information-Communication Technologies, University of Zilina, 010 26 Zilina, Slovakia or (R.H.); (M.R.); (P.S.); (R.H.)
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Nasiri D, Petutschnigg T, Murek M, Z'Graggen WJ, Bervini D, Raabe A, Goldberg J. European survey on follow-up strategies for unruptured intracranial aneurysms. BRAIN & SPINE 2024; 4:102864. [PMID: 39099767 PMCID: PMC11295544 DOI: 10.1016/j.bas.2024.102864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 07/03/2024] [Accepted: 07/10/2024] [Indexed: 08/06/2024]
Abstract
Introduction The increasing detection rates of unruptured intracranial aneurysms (UIA) pose a challenge for both neurovascular centers, tasked with managing a growing pool of patients requiring regular monitoring with imaging, and the healthcare system that must bear the costs of such surveillance. While there is consensus on the need for follow-up of UIA, uncertainties persist regarding the optimal cessation of surveillance, especially when considering diverse patient risk factors and, notably, in cases of treated aneurysms with stable rest perfusion. Detailed guidelines on UIA follow-up are currently lacking, exacerbating these challenges. Research question We sought to investigate European strategies for follow-up of untreated, microsurgically and endovascularly treated UIA. Material and methods An online survey consisting of 15 questions about follow-up management of UIA was sent out to the cerebrovascular section of the European Association of Neurosurgical Societies (EANS). Results The survey response rate was 27.3% (68/249). There was consenus upon the necessity for long-term follow-up of UIA (100% [n = 68]). The recommendation to perform follow-up was inversely correlated with patient age and more prevalent among endovascularly compared to microsurgically treated patients (92.6% [n = 63] vs. 70.6% [n = 48]). A majority recommended continued follow-up of treated aneurysms with stable rest perfusion, with lifelong surveillance in patients under 60 years and continuation for 5-10 years in patients aged 61-80, irrespective of whether they underwent microsurgical (38.3% [n = 23]; 33.3% [n = 20]) or endovascular (41.9% [n = 26]; 30.6% [n = 19]) treatment. Discussion and conclusion This survey confirmed a European consensus on the necessity of long-term follow-up for untreated UIA. However, significant variations in follow-up strategies, especially for treated UIA and post-treatment rest perfusion, were noted. Despite limited evidence suggesting low risk from aneurysm remnants, respondents favored long-term follow-up, highlighting uncertainty in management. This underscores the need for collaborative research on aneurysm remnants and standardized follow-up protocols for UIA in Europe.
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Affiliation(s)
- Danial Nasiri
- Department of Neurosurgery and Stroke Research Center Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Thomas Petutschnigg
- Department of Neurosurgery and Stroke Research Center Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Michael Murek
- Department of Neurosurgery and Stroke Research Center Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Werner Josef Z'Graggen
- Department of Neurosurgery and Stroke Research Center Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - David Bervini
- Department of Neurosurgery and Stroke Research Center Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Andreas Raabe
- Department of Neurosurgery and Stroke Research Center Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Johannes Goldberg
- Department of Neurosurgery and Stroke Research Center Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
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Fuga M, Ishibashi T, Aoki K, Kato N, Kan I, Hataoka S, Nagayama G, Sano T, Tanaka T, Murayama Y. Intermediate catheter use is associated with intraprocedural rupture during coil embolization of ruptured intracranial aneurysms: a retrospective propensity score-matched study. Front Neurol 2024; 15:1401378. [PMID: 39070053 PMCID: PMC11272562 DOI: 10.3389/fneur.2024.1401378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 07/02/2024] [Indexed: 07/30/2024] Open
Abstract
Introduction An intermediate catheter (IMC) may pose a risk of intraprocedural rupture (IPR) during coil embolization of ruptured intracranial aneurysms (RIAs), because the pressure on the microcatheter and coil might be more direct. To verify this hypothesis, this study explored whether use of an IMC might correlate with an increased rate of IPR during coil embolization for RIAs. Methods We retrospectively reviewed 195 consecutive aneurysms in 192 patients who underwent initial coil embolization for saccular RIAs at our institution between January 2007 and December 2023. Patients were divided into two groups with aneurysms treated either with an IMC (IMC group) or without an IMC (non-IMC group). To investigate whether IMC use increased the rate of IPR, a propensity score-matched analysis was employed to control for age, sex, maximal aneurysm size, neck size, bleb formation, aneurysm location, proximal vessel tortuosity, balloon-assisted coiling, type of microcatheter, and type of framing coil. Results Ultimately, 43 (22%) coil embolization used IMC. In univariate analysis, the incidence of IPR was significantly higher in the IMC group compared with the non-IMC group (14.0 vs. 3.3%, p = 0.016). Propensity score matching was successful for pairs of 26 aneurysms in the IMC group and 52 aneurysms in the non-IMC group. The incidence of IPR was still significantly higher in the IMC group than in the non-IMC group (23.1 vs. 3.8%, p = 0.015). No significant differences in the incidences of ischemic complications and IMC-related parent artery dissection were observed between the two groups. Discussion When using IMC for coil embolization of RIAs, the surgeons should be more careful and delicate in manipulating the microcatheter and inserting the coils to avoid IPR.
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Affiliation(s)
- Michiyasu Fuga
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Toshihiro Ishibashi
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Ken Aoki
- Department of Neurosurgery, The Jikei University School of Medicine, Katsushika Medical Center, Tokyo, Japan
| | - Naoki Kato
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Issei Kan
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Shunsuke Hataoka
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Gota Nagayama
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Tohru Sano
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Toshihide Tanaka
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Yuichi Murayama
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
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Zhang Y, Liu L, Yu H, Wang T, Zhang Y, Liu Y. ReMAR: a preoperative CT angiography guided metal artifact reduction framework designed for follow-up CTA of endovascular coiling. Phys Med Biol 2024; 69:145015. [PMID: 38959913 DOI: 10.1088/1361-6560/ad5ef4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 07/03/2024] [Indexed: 07/05/2024]
Abstract
Objective. Follow-up computed tomography angiography (CTA) is necessary for ensuring occlusion effect of endovascular coiling. However, the implanted metal coil will introduce artifacts that have a negative spillover into radiologic assessment.Method. A framework named ReMAR is proposed in this paper for metal artifacts reduction (MARs) from follow-up CTA of patients with coiled aneurysms. It employs preoperative CTA to provide the prior knowledge of the aneurysm and the expected position of the coil as a guidance thus balances the metal artifacts removal performance and clinical feasibility. The ReMAR is composed of three modules: segmentation, registration and MAR module. The segmentation and registration modules obtain the metal coil knowledge via implementing aneurysms delineation on preoperative CTA and alignment of follow-up CTA. The MAR module consisting of hybrid convolutional neural network- and transformer- architectures is utilized to restore sinogram and remove the artifact from reconstructed image. Both image quality and vessel rendering effect after metal artifacts removal are assessed in order to responding clinical concerns.Main results. A total of 137 patients undergone endovascular coiling have been enrolled in the study: 13 of them have complete diagnosis/follow-up records for end-to-end validation, while the rest lacked of follow-up records are used for model training. Quantitative metrics show ReMAR significantly reduced the metal-artifact burden in follow-up CTA. Qualitative ranks show ReMAR could preserve the morphology of blood vessels during artifact removal as desired by doctors.Significance. The ReMAR could significantly remove the artifacts caused by implanted metal coil in the follow-up CTA. It can be used to enhance the overall image quality and convince CTA an alternative to invasive follow-up in treated intracranial aneurysm.
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Affiliation(s)
- Yaoyu Zhang
- College of Electrical Engineering, Sichuan University, Chengdu 610065, People's Republic of China
| | - Lunxin Liu
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu 610044, People's Republic of China
| | - Hui Yu
- College of Computer Science, Sichuan University, Chengdu 610065, People's Republic of China
| | - Tao Wang
- College of Computer Science, Sichuan University, Chengdu 610065, People's Republic of China
| | - Yi Zhang
- College of Computer Science, Sichuan University, Chengdu 610065, People's Republic of China
| | - Yan Liu
- College of Electrical Engineering, Sichuan University, Chengdu 610065, People's Republic of China
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Zakeri M, Atef A, Aziznia M, Jafari A. A comprehensive investigation of morphological features responsible for cerebral aneurysm rupture using machine learning. Sci Rep 2024; 14:15777. [PMID: 38982160 PMCID: PMC11233616 DOI: 10.1038/s41598-024-66840-1] [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: 02/18/2024] [Accepted: 07/04/2024] [Indexed: 07/11/2024] Open
Abstract
Cerebral aneurysms are a silent yet prevalent condition that affects a significant global population. Their development can be attributed to various factors, presentations, and treatment approaches. The importance of selecting the appropriate treatment becomes evident upon diagnosis, as the severity of the disease guides the course of action. Cerebral aneurysms are particularly vulnerable in the circle of Willis and pose a significant concern due to the potential for rupture, which can lead to irreversible consequences, including fatality. The primary objective of this study is to predict the rupture status of cerebral aneurysms. To achieve this, we leverage a comprehensive dataset that incorporates clinical and morphological data extracted from 3D real geometries of previous patients. The aim of this research is to provide valuable insights that can help make informed decisions during the treatment process and potentially save the lives of future patients. Diagnosing and predicting aneurysm rupture based solely on brain scans is a significant challenge with limited reliability, even for experienced physicians. However, by employing statistical methods and machine learning techniques, we can assist physicians in making more confident predictions regarding rupture likelihood and selecting appropriate treatment strategies. To achieve this, we used 5 classification machine learning algorithms and trained them on a substantial database comprising 708 cerebral aneurysms. The dataset comprised 3 clinical features and 35 morphological parameters, including 8 novel morphological features introduced for the first time in this study. Our models demonstrated exceptional performance in predicting cerebral aneurysm rupture, with accuracy ranging from 0.76 to 0.82 and precision score from 0.79 to 0.83 for the test dataset. As the data are sensitive and the condition is critical, recall is prioritized as the more crucial parameter over accuracy and precision, and our models achieved outstanding recall score ranging from 0.85 to 0.92. Overall, the best model was Support Vector Machin with an accuracy and precision of 0.82, recall of 0.92 for the testing dataset and the area under curve of 0.84. The ellipticity index, size ratio, and shape irregularity are pivotal features in predicting aneurysm rupture, respectively, contributing significantly to our understanding of this complex condition. Among the multitude of parameters under investigation, these are particularly important. In this study, the ideal roundness parameter was introduced as a novel consideration and ranked fifth among all 38 parameters. Neck circumference and outlet numbers from the new parameters were also deemed significant contributors.
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Affiliation(s)
- Mostafa Zakeri
- CNNFM Lab, School of Mechanical Engineering, College of Engineering, University of Tehran, 1450 Kargar St. N., Tehran, 14399-57131, Iran
- STRETCH Lab, Department of Biomedical Engineering and Mechanics, Virginia Tech, 330A Kelly Hall, 325 Stanger Street, Blacksburg, VA, 24061, USA
| | - Amirhossein Atef
- CNNFM Lab, School of Mechanical Engineering, College of Engineering, University of Tehran, 1450 Kargar St. N., Tehran, 14399-57131, Iran
| | - Mohammad Aziznia
- CNNFM Lab, School of Mechanical Engineering, College of Engineering, University of Tehran, 1450 Kargar St. N., Tehran, 14399-57131, Iran
| | - Azadeh Jafari
- CNNFM Lab, School of Mechanical Engineering, College of Engineering, University of Tehran, 1450 Kargar St. N., Tehran, 14399-57131, Iran.
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Xiang Y, Zhang P, Lai Y, Wang D, Liu A. Risk Factors, Antithrombotic Management, and Long-Term Outcomes of Patients Undergoing Endovascular Treatment of Unruptured Intracranial Aneurysms. Thromb Haemost 2024. [PMID: 38889891 DOI: 10.1055/a-2347-4221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Abstract
BACKGROUND Patients receiving endovascular treatment for unruptured intracranial aneurysms (UIAs) face varying risks and benefits with antithrombotic management. This study aimed to evaluate the perioperative and long-term effects of antithrombotic strategies, identify the populations that would benefit, and explore the predictive factors affecting the long-term outcomes. METHODS UIA patients undergoing endovascular treatment including stent-assisted coiling or flow diversion between June 2019 and June 2022 were enrolled. We compared perioperative and long-term complications between tirofiban and dual antiplatelet therapy groups. Optimal candidates for each antithrombotic treatment were identified using multivariate logistic regression. Nomograms were developed to determine the significant predictors for thromboembolic complications during follow-up. RESULTS Among 181 propensity-score matched pairs, the tirofiban group showed a trend toward a lower rate of thromboembolic complications than the DAPT group without elevating major bleeding risk in either period. Homocysteine (Hcy) level ≥10 μmol/L was a significant independent factor associated with thromboembolic complication in both periods. Subgroup analysis highlighted that in patients with high Hcy levels, tirofiban and sustained antiplatelet treatment for ≥12 months were protective factors, while a history of stroke was an independent risk factor for thromboembolic events in follow-up. Four variables were selected to construct a prognostic nomogram, history of hypertension, prior stroke, Hcy level, and the duration of antiplatelet therapy. CONCLUSION Perioperative low-dose tirofiban and extended antiplatelet therapy demonstrated a favorable trend in long-term outcomes for UIA patients with preoperative Hcy levels ≥10 μmol/L undergoing endovascular treatment. The prognostic model offers reliable risk prediction and guides antithrombotic strategy decisions.
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Affiliation(s)
- Yanxiao Xiang
- Department of Pharmacy, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Ping Zhang
- Department of Neurosurgery, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Yongjie Lai
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Haidian District, Beijing, China
| | - Donghai Wang
- Department of Neurosurgery, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Anchang Liu
- Department of Pharmacy, Qilu Hospital of Shandong University, Jinan, Shandong, China
- Department of Clinical Pharmacy, School of Pharmaceutical Sciences, Shandong University, Jinan, Shandong, China
- Department of Pharmacy, Qilu Hospital of Shandong University (Qingdao), Qingdao, Shandong, China
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Kimura T, Rahmani R, Miyamoto T, Kamio Y, Kudo D, Sato H, Ikedo T, Baranoski JF, Uchikawa H, Ai J, Lawton MT, Hashimoto T. Vitamin D deficiency promotes intracranial aneurysm rupture. J Cereb Blood Flow Metab 2024; 44:1174-1183. [PMID: 38241458 PMCID: PMC11179614 DOI: 10.1177/0271678x241226750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 10/18/2023] [Accepted: 11/29/2023] [Indexed: 01/21/2024]
Abstract
Intracranial aneurysm rupture causes severe disability and high mortality. Epidemiological studies show a strong association between decreased vitamin D levels and an increase in aneurysm rupture. However, the causality and mechanism remain largely unknown. In this study, we tested whether vitamin D deficiency promotes aneurysm rupture and examined the underlying mechanism for the protective role of vitamin D against the development of aneurysm rupture utilizing a mouse model of intracranial aneurysm. Mice consuming a vitamin D-deficient diet had a higher rupture rate than mice with a regular diet. Vitamin D deficiency increased proinflammatory cytokines in the cerebral arteries. Concurrently, vitamin D receptor knockout mice had a higher rupture rate than the corresponding wild-type littermates. The vitamin D receptors on endothelial and vascular smooth muscle cells, but not on hematopoietic cells, mediated the effect of aneurysm rupture. Our results establish that vitamin D protects against the development of aneurysmal rupture through the vitamin D receptors on vascular endothelial and smooth muscle cells. Vitamin D supplementation may be a viable pharmacologic therapy for preventing aneurysm rupture.
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MESH Headings
- Animals
- Vitamin D Deficiency/complications
- Intracranial Aneurysm/etiology
- Mice
- Aneurysm, Ruptured/etiology
- Mice, Knockout
- Receptors, Calcitriol/metabolism
- Receptors, Calcitriol/genetics
- Receptors, Calcitriol/deficiency
- Vitamin D/therapeutic use
- Vitamin D/blood
- Muscle, Smooth, Vascular/metabolism
- Muscle, Smooth, Vascular/pathology
- Cytokines/metabolism
- Mice, Inbred C57BL
- Male
- Disease Models, Animal
- Myocytes, Smooth Muscle/metabolism
- Myocytes, Smooth Muscle/pathology
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Affiliation(s)
- Tetsuro Kimura
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Redi Rahmani
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
- Department of Neurosurgery, University of Rochester Medical Center, Rochester, NY, USA
| | - Takeshi Miyamoto
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Yoshinobu Kamio
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Daisuke Kudo
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Hiroki Sato
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Taichi Ikedo
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Jacob F Baranoski
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Hiroki Uchikawa
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Jinglu Ai
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Michael T Lawton
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, Arizona, USA
| | - Tomoki Hashimoto
- Barrow Aneurysm and AVM Research Center, Barrow Neurological Institute, Phoenix, Arizona, USA
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Qian W, Chen Y, Zhu Q, Chen A, Lan Q. Microsurgical Clipping of Multiple Intracranial Aneurysms via the Keyhole Approach. World Neurosurg 2024; 187:e282-e288. [PMID: 38642836 DOI: 10.1016/j.wneu.2024.04.075] [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: 04/11/2024] [Accepted: 04/12/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND Keyhole surgery has been widely used to clip various intracranial aneurysms. Here, the feasibility of microsurgical clipping of multiple intracranial aneurysms via the keyhole approach was further investigated. METHODS The clinical data of 80 patients with multiple intracranial aneurysms treated with keyhole surgery were retrospectively analyzed. The patients included 25 males and 55 females, with an average age of 57.5 years. There were 13 patients with unruptured aneurysms, 67 patients with ruptured aneurysms (small aneurysms accounted for 52.2% of ruptured aneurysms), and a total of 198 aneurysms. A 4 cm incision and a bone hole of approximately 2.5 cm were used per craniotomy standards. Forty-eight cases were treated via the supraorbital keyhole approach, 45 cases via the pterional keyhole approach, and 3 cases via the interhemispheric keyhole approach. RESULTS A bilateral and unilateral keyhole approach was applied in 18 and 62 cases, respectively. A total of 170 ipsilateral and 7 contralateral aneurysms were clipped. The complete clipping rate was 98.9%. During the follow-up period of 6-12 months after surgery, the Glasgow outcome scale score was 5 points in 74 cases, 4 points in 5 cases, and 3 points in 1 case. The prognosis was associated with the preoperative Hunt-Hess classification but not with the number of operative sides, the operation opportunity, or the number of clipped aneurysms. CONCLUSION Early keyhole surgical clipping of multiple intracranial aneurysms is an effective treatment. Among ruptured aneurysms, small aneurysms are common and need attention and timely treatment.
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Affiliation(s)
- Wei Qian
- Department of Neurosurgery, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Yanming Chen
- Department of Neurosurgery, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Qing Zhu
- Department of Neurosurgery, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Ailin Chen
- Department of Neurosurgery, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Qing Lan
- Department of Neurosurgery, The Second Affiliated Hospital of Soochow University, Suzhou, China.
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Xu Y, Guo P, Wang G, Sun X, Wang C, Li H, Cui Z, Zhang P, Feng Y. Integrated analysis of single-cell sequencing and machine learning identifies a signature based on monocyte/macrophage hub genes to analyze the intracranial aneurysm associated immune microenvironment. Front Immunol 2024; 15:1397475. [PMID: 38979407 PMCID: PMC11228246 DOI: 10.3389/fimmu.2024.1397475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 06/04/2024] [Indexed: 07/10/2024] Open
Abstract
Monocytes are pivotal immune cells in eliciting specific immune responses and can exert a significant impact on the progression, prognosis, and immunotherapy of intracranial aneurysms (IAs). The objective of this study was to identify monocyte/macrophage (Mo/MΦ)-associated gene signatures to elucidate their correlation with the pathogenesis and immune microenvironment of IAs, thereby offering potential avenues for targeted therapy against IAs. Single-cell RNA-sequencing (scRNA-seq) data of IAs were acquired from the Gene Expression Synthesis (GEO) database. The significant infiltration of monocyte subsets in the parietal tissue of IAs was identified using single-cell RNA sequencing and high-dimensional weighted gene co-expression network analysis (hdWGCNA). The integration of six machine learning algorithms identified four crucial genes linked to these Mo/MΦ. Subsequently, we developed a multilayer perceptron (MLP) neural model for the diagnosis of IAs (independent external test AUC=1.0, sensitivity =100%, specificity =100%). Furthermore, we employed the CIBERSORT method and MCP counter to establish the correlation between monocyte characteristics and immune cell infiltration as well as patient heterogeneity. Our findings offer valuable insights into the molecular characterization of monocyte infiltration in IAs, which plays a pivotal role in shaping the immune microenvironment of IAs. Recognizing this characterization is crucial for comprehending the limitations associated with targeted therapies for IAs. Ultimately, the results were verified by real-time fluorescence quantitative PCR and Immunohistochemistry.
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Affiliation(s)
- Yifan Xu
- Department of Neurosurgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Pin Guo
- Department of Neurosurgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Guipeng Wang
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xiaojuan Sun
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Chao Wang
- Department of Neurosurgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Huanting Li
- Department of Neurosurgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Zhenwen Cui
- Department of Neurosurgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Pining Zhang
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yugong Feng
- Department of Neurosurgery, The Affiliated Hospital of Qingdao University, Qingdao, China
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Wen Z, Feng X, Tong X, Peng C, Xu A, Fan H, Bi Y, Liu W, Li Z, Guo S, Jin F, Li R, Liu Y, Su S, Zhang X, Li X, He X, Liu A, Duan C. A Mendelian randomisation, propensity score matching study to investigate causal association between serum homocysteine and intracranial aneurysm. Stroke Vasc Neurol 2024; 9:202-211. [PMID: 37507145 PMCID: PMC11221312 DOI: 10.1136/svn-2023-002414] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND AND PURPOSE Recent observational studies have reported that serum total homocysteine (tHcy) is associated with intracranial aneurysms (IAs). However, the causal effect of tHcy on IAs is unknown. We leveraged large-scale genetic association and real-world data to investigate the causal effect of tHcy on IA formation. METHODS We performed a two-sample Mendelian randomisation (MR) using publicly available genome-wide association studies summary statistics to investigate the causal relationship between tHcy and IAs, following the recommendations of the Strengthening the Reporting of Observational Studies in Epidemiology-MR statement. Furthermore, a propensity score matching (PSM) analysis was conducted to evaluate the detailed effects of tHcy on risk of IA formation by utilizing real-world multicentre data, including 9902 patients with and without IAs (1:1 matched). Further interaction and subgroup analyses were performed to elucidate how tHcy affects risk of IA formation. RESULTS MR analyses indicated that genetically determined tHcy was causally associated with IA risk (OR, 1.38, 95% CI 1.07 to 1.79; p=0.018). This is consistent with the more conservative weighted median analysis (OR, 1.41, 95% CI 1.03 to 1.93; p=0.039). Further sensitivity analyses showed no evidence of horizontal pleiotropy or heterogeneity of single nucleotide polymorphisms in causal inference. According to the PSM study, we found that, compared with low tHcy (≤15 µmol/L), moderate tHcy (>15-30 µmol/L) (OR 2.13, 95% CI 1.93 to 2.36) and high tHcy (>30 µmol/L) (OR 3.66, 95% CI 2.71 to 4.95) were associated with a higher IA risk (p trend <0.001). Subgroup analyses demonstrated significant ORs of tHcy in each subgroup when stratified by traditional cardiovascular risk factors. Furthermore, there was also a synergistic effect of tHcy and hypertension on IA risk (p interaction <0.001; the relative excess risk due to interaction=1.65, 95% CI 1.29 to 2.01). CONCLUSION Both large-scale genetic evidence and multicentre real-world data support a causal association between tHcy and risk of IA formation. Serum tHcy may serve as a biomarker to identify high-risk individuals who would particularly benefit from folate supplementation.
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Affiliation(s)
- Zhuohua Wen
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xin Feng
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xin Tong
- Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chao Peng
- Department of Neurosurgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Anqi Xu
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Haiyan Fan
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yiming Bi
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Wenchao Liu
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Zhenjun Li
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Shenquan Guo
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Fa Jin
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Ran Li
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yanchao Liu
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Shixing Su
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xin Zhang
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xifeng Li
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xuying He
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Aihua Liu
- Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chuanzhi Duan
- Neurosurgery Center, Department of Cerebrovascular Surgery, Engineering Technology Research Center of Education Ministry of China on Diagnosis and Treatment of Cerebrovascular Disease, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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Luo S, Wen L, Jing Y, Xu J, Huang C, Dong Z, Wang G. A simple and effective machine learning model for predicting the stability of intracranial aneurysms using CT angiography. Front Neurol 2024; 15:1398225. [PMID: 38962476 PMCID: PMC11219573 DOI: 10.3389/fneur.2024.1398225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 06/06/2024] [Indexed: 07/05/2024] Open
Abstract
Background It is vital to accurately and promptly distinguish unstable from stable intracranial aneurysms (IAs) to facilitate treatment optimization and avoid unnecessary treatment. The aim of this study is to develop a simple and effective predictive model for the clinical evaluation of the stability of IAs. Methods In total, 1,053 patients with 1,239 IAs were randomly divided the dataset into training (70%) and internal validation (30%) datasets. One hundred and ninety seven patients with 229 IAs from another hospital were evaluated as an external validation dataset. The prediction models were developed using machine learning based on clinical information, manual parameters, and radiomic features. In addition, a simple model for predicting the stability of IAs was developed, and a nomogram was drawn for clinical use. Results Fourteen machine learning models exhibited excellent classification performance. Logistic regression Model E (clinical information, manual parameters, and radiomic shape features) had the highest AUC of 0.963 (95% CI 0.943-0.980). Compared to manual parameters, radiomic features did not significantly improve the identification of unstable IAs. In the external validation dataset, the simplified model demonstrated excellent performance (AUC = 0.950) using only five manual parameters. Conclusion Machine learning models have excellent potential in the classification of unstable IAs. The manual parameters from CTA images are sufficient for developing a simple and effective model for identifying unstable IAs.
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Affiliation(s)
- Sha Luo
- Department of Radiology, Xinqiao Hospital, The Second Affiliated Hospital of Army Medical University, Chongqing, China
| | - Li Wen
- Department of Radiology, Xinqiao Hospital, The Second Affiliated Hospital of Army Medical University, Chongqing, China
| | - Yang Jing
- Huiying Medical Technology Co., Ltd., Beijing, China
| | - Jingxu Xu
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd., Beijing, China
| | - Chencui Huang
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd., Beijing, China
| | - Zhang Dong
- Department of Radiology, Xinqiao Hospital, The Second Affiliated Hospital of Army Medical University, Chongqing, China
| | - Guangxian Wang
- Department of Radiology, People’s Hospital of Chongqing Banan District, Chongqing, China
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Wang M, Shi SN, Xiang JP, Wan S. Establishing surgical plan of endovascular intervention for intracranial aneurysm using AneuPlan™ - An exploratory study. Asian J Surg 2024:S1015-9584(24)01183-7. [PMID: 38880670 DOI: 10.1016/j.asjsur.2024.05.273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 05/20/2024] [Accepted: 05/31/2024] [Indexed: 06/18/2024] Open
Affiliation(s)
- Ming Wang
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China; Brain Center, Zhejiang Hospital, Hangzhou, China; Zhejiang Province Engineering Research Center for Precision Medicine in Cerebrovascular Diseases, Hangzhou, China
| | - Shu-Nan Shi
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | | | - Shu Wan
- Brain Center, Zhejiang Hospital, Hangzhou, China; Zhejiang Province Engineering Research Center for Precision Medicine in Cerebrovascular Diseases, Hangzhou, China.
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Wang MX, Nie QB. Giant cavernous aneurysms occluded by aneurysmal thrombosis, calcification, parent artery occlusion: A case report and review of literature. World J Clin Cases 2024; 12:2822-2830. [PMID: 38899288 PMCID: PMC11185339 DOI: 10.12998/wjcc.v12.i16.2822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/26/2024] [Accepted: 03/13/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND Patients with giant intracranial aneurysms (GIAs) are at a high risk of rupture, morbidity, and mortality even after surgical or endovascular treatment. We described a case of a spontaneously occluded GIA secondary to gradual growth of the GIA, continuously progressed aneurysmal thrombosis, complete aneurysmal calcification and complete occlusion of the parent artery-the right internal carotid artery (RICA). CASE SUMMARY A 72-year-old female patient complained of sudden pain in her right eye upon admission to our hospital. She had been diagnosed with a GIA [30 mm (axial) × 38 mm (coronal) × 28 mm (sagittal)] containing an aneurysmal thrombus located in the cavernous sinus segment of RICA diagnosed by magnetic resonance imaging (MRI), enhanced MRI, and magnetic resonance angiography more than 14 years ago. Later, with slow growth of the cavernous carotid GIA, aneurysmal thrombosis progressed continuously, spontaneous occlusion of the RICA, complete aneurysmal calcification, and occlusion of the GIA occurred gradually. She had no history of subarachnoid hemorrhage but missed the chance for endovascular therapy at an early stage. As a result, she was left with severe permanent sequelae from the injuries to the right cranial nerves II, III, IV, V1/V2, and VI. CONCLUSION The risk of rupture of the cavernous carotid GIAs was relatively low and possibly further be reduced by the stasis flow and spontaneous occlusion of the parent artery internal carotid artery (ICA) induced by the mass effect of the cavernous carotid GIAs and the extremely rare aneurysmal calcification. However, nowadays, it is advisable to recommend early endovascular treatment for the cavernous carotid GIAs to prevent injuries to the surrounding intracranial nerves and occlusion of the ICA, mainly caused by the mass effect of the cavernous carotid GIAs.
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Affiliation(s)
- Ming-Xi Wang
- School of Medicine, Huaqiao University, Xiamen 361021, Fujian Province, China
| | - Qing-Bin Nie
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing 100853, China
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Song Y, Xu F, Li S, Sun Y, Wang X. Efficacy and safety of Xingnaojing injection for post-operative patients of intracerebral haemorrhage: a meta-analysis and systematic review. Front Pharmacol 2024; 15:1411026. [PMID: 38898923 PMCID: PMC11185956 DOI: 10.3389/fphar.2024.1411026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 05/08/2024] [Indexed: 06/21/2024] Open
Abstract
Background Intracerebral haemorrhage (ICH) is the deadliest subtype of stroke. Surgery remains a vital measure for life-saving in emergency situations, however, the recovery of post-operative patients is not optimistic. This study aimed to evaluate the evidence of the efficacy and safety of Xingnaojing injection (XNJ) for post-operative patients of ICH. Methods From inception to 31 January 2024, we searched eight representative databases for randomized controlled trials on post-operative patients of ICH treated with XNJ. A meta-analysis was conducted using R4.2.2, and the quality of the evidence was evaluated by GRADE criteria. Results The results indicated that the combination of XNJ with conventional western medicine therapy improved the total efficiency rate (RR = 1.26; 95% CI [1.21 to 1.32]; p < 0.0001), reduced the all-cause mortality within 15 days (RR = 0.45; 95% CI [0.30 to 0.67]; p < 0.0001), decreased the volume of hematoma (MD = -4.72; 95% CI [-7.43 to -2.01]; p = 0.0006) and perihematomal edema (MD = -4.11; 95% CI [-8.11 to -0.11]; p = 0.0441), reduced the TNF-α levels (SMD = -1.61, 95% CI [-2.23 to -0.99], p < 0.0001), decreased neurological impairment (SMD = -1.44; 95% CI [-1.78 to -1.11]; p < 0.0001), improved the activities of daily living (SMD = 1.22; 95% CI [0.78 to 1.66]; p < 0.0001), and enhanced the consciousness level (MD = 2.08, 95% CI [1.22 to 2.93], p < 0.0001). In addition, the complications of the combination therapy group were lower (RR = 0.43; 95% CI [0.35 to 0.54]; p < 0.0001) and the adverse drug reactions were comparable to the control group (RR = 0.89; 95% CI [0.55 to 1.45]; p = 0.6521). The trial sequential analysis results showed that the sample size is sufficient. Conclusion Current evidence indicates that XNJ can enhance the efficiency, reduce mortality, and lower the incidence of complications, while demonstrating good tolerability of post-operative patients of ICH. However, the level of evidence from existing studies is relatively weak, and only prove short-term effects, and high-quality RCTs are needed to further verify the accuracy of these conclusions. Systematic Review Registration: identifier (PROSPERO 2024 CRD42024503006). https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42024503006, Identifier CRD42024503006.
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Affiliation(s)
- Yanbo Song
- Center of Encephalopathy, The First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, Henan, China
- First Clinical Medical College, Henan University of Chinese Medicine, Zhengzhou, Henan, China
| | - Fangbiao Xu
- Center of Encephalopathy, The First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, Henan, China
- First Clinical Medical College, Henan University of Chinese Medicine, Zhengzhou, Henan, China
| | - Shuliang Li
- Center of Encephalopathy, The First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, Henan, China
- First Clinical Medical College, Henan University of Chinese Medicine, Zhengzhou, Henan, China
| | - Yongkang Sun
- Center of Encephalopathy, The First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, Henan, China
| | - Xinzhi Wang
- Center of Encephalopathy, The First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, Henan, China
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Shi Z, Hu B, Lu M, Chen Z, Zhang M, Yu Y, Zhou C, Zhong J, Wu B, Zhang X, Wei Y, Zhang LJ. Assessing the Impact of an Artificial Intelligence-Based Model for Intracranial Aneurysm Detection in CT Angiography on Patient Diagnosis and Outcomes (IDEAL Study)-a protocol for a multicenter, double-blinded randomized controlled trial. Trials 2024; 25:358. [PMID: 38835091 PMCID: PMC11151720 DOI: 10.1186/s13063-024-08184-9] [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: 12/09/2023] [Accepted: 05/20/2024] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND This multicenter, double-blinded, randomized controlled trial (RCT) aims to assess the impact of an artificial intelligence (AI)-based model on the efficacy of intracranial aneurysm detection in CT angiography (CTA) and its influence on patients' short-term and long-term outcomes. METHODS Study design: Prospective, multicenter, double-blinded RCT. SETTINGS The model was designed for the automatic detection of intracranial aneurysms from original CTA images. PARTICIPANTS Adult inpatients and outpatients who are scheduled for head CTA scanning. Randomization groups: (1) Experimental Group: Head CTA interpreted by radiologists with the assistance of the True-AI-integrated intracranial aneurysm diagnosis strategy (True-AI arm). (2) Control Group: Head CTA interpreted by radiologists with the assistance of the Sham-AI-integrated intracranial aneurysm diagnosis strategy (Sham-AI arm). RANDOMIZATION Block randomization, stratified by center, gender, and age group. PRIMARY OUTCOMES Coprimary outcomes of superiority in patient-level sensitivity and noninferiority in specificity for the True-AI arm to the Sham-AI arm in intracranial aneurysms. SECONDARY OUTCOMES Diagnostic performance for other intracranial lesions, detection rates, workload of CTA interpretation, resource utilization, treatment-related clinical events, aneurysm-related events, quality of life, and cost-effectiveness analysis. BLINDING Study participants and participating radiologists will be blinded to the intervention. SAMPLE SIZE Based on our pilot study, the patient-level sensitivity is assumed to be 0.65 for the Sham-AI arm and 0.75 for the True-AI arm, with specificities of 0.90 and 0.88, respectively. The prevalence of intracranial aneurysms for patients undergoing head CTA in the hospital is approximately 12%. To establish superiority in sensitivity and noninferiority in specificity with a margin of 5% using a one-sided α = 0.025 to ensure that the power of coprimary endpoint testing reached 0.80 and a 5% attrition rate, the sample size was determined to be 6450 in a 1:1 allocation to True-AI or Sham-AI arm. DISCUSSION The study will determine the precise impact of the AI system on the detection performance for intracranial aneurysms in a double-blinded design and following the real-world effects on patients' short-term and long-term outcomes. TRIAL REGISTRATION This trial has been registered with the NIH, U.S. National Library of Medicine at ClinicalTrials.gov, ID: NCT06118840 . Registered 11 November 2023.
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Affiliation(s)
- Zhao Shi
- Department of Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China
| | - Bin Hu
- Department of Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China
| | - Mengjie Lu
- Health Science Center, Ningbo University, Zhejiang, 315211, China
| | - Zijian Chen
- Department of Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China
| | - Manting Zhang
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, 210002, China
| | - Yizhou Yu
- Department of Computer Science, The University of Hong Kong, Hong Kong, China
| | - Changsheng Zhou
- Department of Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China
| | - Jian Zhong
- Department of Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China
| | - Bingqian Wu
- Jinling Hospital, Nanjing Medical University, Nanjing, 210002, China
| | - Xueming Zhang
- Department of Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China
| | - Yongyue Wei
- Center for Public Health and Epidemic Preparedness & Response, Peking University, Beijing, 100191, China
| | - Long Jiang Zhang
- Department of Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China.
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Huang Z, Yang Z, Xu L, Leng H, Yang K, Ding W, Xie B, Chen F, Liu Z, Li Z. Clinical characteristics and treatment strategies for pituitary adenoma associated with intracranial aneurysm. Chin Neurosurg J 2024; 10:18. [PMID: 38835088 PMCID: PMC11149326 DOI: 10.1186/s41016-024-00370-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 05/26/2024] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND This study aimed to investigate clinical features and treatment strategies for intracranial aneurysm (IA) associated with pituitary adenoma (PA). METHODS We enrolled patients with lesions in the sellar region and age-matched general population who were confirmed with IA from two hospitals. Four types of treatment strategies were performed, which included Type I (both IA and PA were treated with surgery), Type II (IA was treated with surgery and PA was performed by non-surgical treatment), Type III (PA was performed with surgery and observation was available for IA) and Type IV (both IA and PA were performed with non-surgical treatment). RESULTS The incidence of IA was 2.2% in the general population, 6.1% in patients with PA, 4.3% in patients with Rathke cleft cyst, 2.8% in patients with meningioma and none were found with IA in patients with craniopharyngioma. Age over 50 years (OR, 2.69; 95% CI, 1.20-6.04; P = 0.016), female (OR, 3.83, P = 0.003), and invasive tumor (OR, 3.26, P = 0.003) were associated with a higher incidence of IA in patients with PA. During the mean follow-up of 49.2 months, no patients experienced stroke, and recurrence of aneurysms and aneurysms treated with observation were stable. Of four patients with recurrence of PA, three patients were treated for type I and one patient for type III. CONCLUSIONS Preoperative evaluation for aneurysm screening is necessary due to the high incidence of IA in PA patients. Our current treatment strategies may provide a benefit for these patients.
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Affiliation(s)
- Zheng Huang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
- Research Center for Cerebrovascular Disease, Central South University, Changsha, 410008, China
| | - Zeng Yang
- Department of Neurosurgery, The First People's Hospital of Changde City, Changde, 415003, China
| | - Lixin Xu
- Department of Neurosurgery, The First People's Hospital of Changde City, Changde, 415003, China
| | - Haibin Leng
- Department of Neurosurgery, The First People's Hospital of Changde City, Changde, 415003, China
| | - Kui Yang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Wei Ding
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Bo Xie
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Fenghua Chen
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
- Research Center for Cerebrovascular Disease, Central South University, Changsha, 410008, China
| | - Zhixiong Liu
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Zhenyan Li
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, China.
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Kaur H, Yuki I, Shimizu T, Paganini-Hill A, Xu J, Golshani K, Hsu FPK, Nguyen T, Jin CM, Suzuki S. Follow-up care compliance among patients diagnosed with unruptured intracranial aneurysms. J Stroke Cerebrovasc Dis 2024; 33:107786. [PMID: 38782166 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107786] [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: 11/30/2023] [Revised: 05/09/2024] [Accepted: 05/20/2024] [Indexed: 05/25/2024] Open
Abstract
OBJECTIVES Periodic imaging follow-up for patients with unruptured intracranial aneurysms (UIA) is crucial, as studies indicate higher rupture risk with aneurysm growth. However, few studies address patient adherence to follow-up recommendations. This study aims to identify compliance rates and factors influencing follow-up adherence. METHODS Patients with a UIA were identified from our institution's database from 2011-2021. Follow-up imaging (CT/MR Angiogram) was advised at specific intervals. Patients were categorized into compliant and non-compliant groups based on first-year compliance. Factors contributing to compliance were assessed through multivariate logistic regression. Phone interviews were conducted with non-compliant patients to understand reasons for non-adherence. RESULTS Among 923 UIA diagnosed patients, 337 were randomly selected for analysis. The median follow-up period was 1.4 years, with a 42% first-year compliance rate. The mean aneurysm size was 3.3 mm. Five patients had a rupture during follow-up, of which 4 died. Compared with patients consulting specialists at the initial diagnosis, those seen by non-specialists exhibited lower compliance (OR 0.25, p < 0.001). Loss to follow-up was greatest during transition from emergency service to specialist appointments. Patients who spoke languages other than English exhibited poorer compliance than those speaking English (OR 0.20, p = 0.01). CONCLUSIONS Significant amounts of UIA patients at low rupture risk were lost to follow-up before seeing UIA specialists. Main non-compliance factors include inadequate comprehension of follow-up instructions, poor care transfer from non-specialists to specialist, and insurance barriers.
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Affiliation(s)
- Hemdeep Kaur
- Department of Neurosurgery, University of California, Irvine, CA, United States
| | - Ichiro Yuki
- Department of Neurosurgery, University of California, Irvine, CA, United States.
| | - Timothy Shimizu
- Department of Neurosurgery, University of California, Irvine, CA, United States
| | | | - Jordan Xu
- Department of Neurosurgery, University of California, Irvine, CA, United States
| | - Kiarash Golshani
- Department of Neurosurgery, University of California, Irvine, CA, United States
| | - Frank P K Hsu
- Department of Neurosurgery, University of California, Irvine, CA, United States
| | - Tracy Nguyen
- Department of Neurosurgery, University of California, Irvine, CA, United States
| | - Chloe M Jin
- Department of Neurosurgery, University of California, Irvine, CA, United States
| | - Shuichi Suzuki
- Department of Neurosurgery, University of California, Irvine, CA, United States
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Missonnier A, L'Allinec V, Constant Dit Beaufils P, Autrusseau F, Nouri A, Karakachoff M, Rozec B, Bourcier R, Lakhal K. Effects of induced arterial hypertension for vasospasm on unruptured and unsecured cerebral aneurysms (growth and rupture). A retrospective case-control study. J Stroke Cerebrovasc Dis 2024; 33:107775. [PMID: 38768668 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107775] [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: 12/17/2023] [Revised: 04/01/2024] [Accepted: 05/16/2024] [Indexed: 05/22/2024] Open
Abstract
OBJECTIVES Unruptured cerebral aneurysms (UCAs) often coexist with the ruptured one but are typically left unsecured during the weeks following aneurysmal subarachnoid hemorrhage (aSAH). We compared the rate of UCAs rupture or volume growth (≥5 mm3) between patients exposed to induced arterial hypertension (iHTN) for vasospasm and those not exposed (control group). MATERIALS AND METHODS From 2013 to 2021, we retrospectively included consecutive adult patients with aSAH who had ≥1 UCA. Custom software for digital subtraction angiography (DSA) image analysis characterized UCAs volume, going beyond merely considering UCAs long axis. RESULTS We analyzed 118 patients (180 UCAs): 45 in the iHTN group (64 UCAs) and 73 in the control group (116 UCAs). Systolic blood pressure in the iHTN group was significantly higher than in the control group for several days after aSAH. During the 107 day-monitoring period [interquartile range(IQR):92;128], no UCA rupture occurred in either group. UCA volume analysis was performed in 44 patients (60 UCAs): none of the UCAs in the iHTN group and 3 out of 42 (7%) in the control group had a >5 mm3 volume growth (p=0.55). Other morphologic parameters did not exhibit any variations that might indicate an increased risk of rupture in the iHTN group compared to the control group. CONCLUSION iHTN did not increase the risk of rupture or volume growth of UCAs within several weeks following aSAH. These reassuring results encourage not to refrain, because of the existence of UCAs, from iHTN as an option to prevent cerebral infarction during cerebral vasospasm.
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Affiliation(s)
- Aude Missonnier
- Nantes Université, CHU Nantes, Department of Anesthesiology and Critical Care at Laënnec Hospital, University Hospital of Nantes, F-44000 Nantes, France
| | | | - Pacôme Constant Dit Beaufils
- Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000 Nantes, France; Nantes Université, CHU Nantes, Service de neuroradiologie diagnostique et interventionnelle, CNRS, INSERM, l'institut du thorax, F-44000 Nantes, France
| | - Florent Autrusseau
- Institut du Thorax, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre National de la Recherche Scientifique (CNRS), Université de Nantes, Nantes F-44093, France; Nantes Université, LTeN, UMR 6607, Ecole Polytechnique de L'Université de Nantes, Nantes, France
| | - Anass Nouri
- Faculty of Science, ENSC, Ibn Tofail University, SETIME Laboratory, Kenitra, Morocco
| | - Matilde Karakachoff
- Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000 Nantes, France
| | - Bertrand Rozec
- Nantes Université, CHU Nantes, Department of Anesthesiology and Critical Care at Laënnec Hospital, University Hospital of Nantes, F-44000 Nantes, France; Institut du Thorax, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre National de la Recherche Scientifique (CNRS), Université de Nantes, Nantes F-44093, France
| | - Romain Bourcier
- Nantes Université, CHU Nantes, Service de neuroradiologie diagnostique et interventionnelle, CNRS, INSERM, l'institut du thorax, F-44000 Nantes, France; Institut du Thorax, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre National de la Recherche Scientifique (CNRS), Université de Nantes, Nantes F-44093, France
| | - Karim Lakhal
- Nantes Université, CHU Nantes, Department of Anesthesiology and Critical Care at Laënnec Hospital, University Hospital of Nantes, F-44000 Nantes, France.
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Ye Y, Chen J, Qiu X, Chen J, Ming X, Wang Z, Zhou X, Song L. Prediction of small intracranial aneurysm rupture status based on combined Clinical-Radiomics model. Heliyon 2024; 10:e30214. [PMID: 38707310 PMCID: PMC11066671 DOI: 10.1016/j.heliyon.2024.e30214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 04/21/2024] [Accepted: 04/22/2024] [Indexed: 05/07/2024] Open
Abstract
Background Accumulating small unruptured intracranial aneurysms are detected due to the improved quality and higher frequency of cranial imaging, but treatment remains controversial. While surgery or endovascular treatment is effective for small aneurysms with a high risk of rupture, such interventions are unnecessary for aneurysms with a low risk of rupture. Consequently, it is imperative to accurately identify small aneurysms with a low risk of rupture. The purpose of this study was to develop a clinically practical model to predict small aneurysm ruptures based on a radiomics signature and clinical risk factors. Methods A total of 293 patients having an aneurysm with a diameter of less than 5 mm, including 199 patients (67.9 %) with a ruptured aneurysm and 94 patients (32.1 %) without a ruptured aneurysm, were included in this study. Digital subtraction angiography or surgical treatment was required in all cases. Data on the clinical risk factors and the features on computed tomography angiography images associated with the aneurysm rupture status were collected simultaneously. We developed a clinical-radiomics model to predict aneurysm rupture status using multivariate logistic regression analysis. The combined clinical-radiomics model was constructed by nomogram analysis. The diagnostic performance, clinical utility, and model calibration were evaluated by operating characteristic curve analysis, decision curve analysis, and calibration analysis. Results A combined clinical-radiomics model (Area Under Curve [AUC], 0.85; 95 % confidence interval [CI], 0.757-0.947) showed effective performance in the operating characteristic curve analysis. In the validation cohort, the performance of the combined model was better than that of the radiomics model (AUC, 0.75; 95 % CI, 0.645-0.865; Delong's test p-value = 0.01) and the clinical model (AUC, 0.74; 95 % CI, 0.625-0.851; Delong's test p-value <0.01) alone. The results of the decision curve, nomogram, and calibration analyses demonstrated the clinical utility and good fitness of the combined model. Conclusion Our study demonstrated the effectiveness of a clinical-radiomics model for predicting rupture status in small aneurysms.
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Affiliation(s)
- Yu Ye
- Department of Radiology, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, China
| | - Jiao Chen
- Department of Radiology, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, China
| | - Xiaoming Qiu
- Department of Radiology, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, China
| | | | - Xianfang Ming
- Department of Radiology, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, China
| | - Zhen Wang
- Department of Radiology, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, China
| | - Xin Zhou
- Department of Radiology, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, China
| | - Lei Song
- Department of Radiology, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, China
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Nager GB, Pontes JPM, Udoma-Udofa OC, Gomes FC, Larcipretti ALL, de Oliveira JS, Dagostin CS, Fernandes MNF, de Andrade Bannach M. Efficacy and safety of adenosine, rapid ventricular pacing and hypothermia in cerebral aneurysms clipping: a systematic review and meta-analysis. Neurosurg Rev 2024; 47:215. [PMID: 38730072 DOI: 10.1007/s10143-024-02450-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 04/03/2024] [Accepted: 05/06/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND AND OBJECTIVES Cerebral aneurysms in complex anatomical locations and intraoperative rupture can be challenging. Many methods to reduce blood flow can facilitate its exclusion from the circulation. This study evaluated the safety and efficacy of using adenosine, rapid ventricular pacing, and hypothermia in cerebral aneurysm clipping. METHODS Databases (PubMed, Embase, and Web of Science) were systematically searched for studies documenting the use of adenosine, rapid ventricular pacing, and hypothermia in cerebral aneurysm clipping and were included in this single-arm meta-analysis. The primary outcome was 30-day mortality. Secondary outcomes included neurological outcomes by mRs and GOS, and cardiac outcomes. We evaluated the risk of bias using ROBIN-I, a tool developed by the Cochrane Collaboration. OpenMetaAnalyst version 2.0 was used for statistical analysis and I2 measured data heterogeneity. Heterogeneity was defined as an I2 > 50%. RESULTS Our systematic search yielded 10,100 results. After the removal of duplicates and exclusion by title and abstract, 64 studies were considered for full review, of which 29 were included. The overall risk of bias was moderate. The pooled proportions of the adenosine analysis for the different outcomes were: For the primary outcome: 11,9%; for perioperative arrhythmia: 0,19%; for postoperative arrhythmia: 0,56%; for myocardial infarction incidence: 0,01%; for follow-up good recovery (mRs 0-2): 88%; and for neurological deficit:14.1%. In the rapid ventricular pacing analysis, incidences were as follows: peri operative arrhythmia: 0,64%; postoperative arrhythmia: 0,3%; myocardial infarction: 0%. In the hypothermia analysis, the pooled proportion of 30-day mortality was 11,6%. The incidence of post-op neurological deficits was 35,4% and good recovery under neurological analysis by GOS was present in 69.2%. CONCLUSION The use of the three methods is safe and the related complications were very low. Further studies are necessary, especially with comparative analysis, for extended knowledge.
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Affiliation(s)
- Gabriela Borges Nager
- School of Surgery and Medicine, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil.
| | - Julia Pereira Muniz Pontes
- Department of Surgical Specialities, Neurosurgery Teaching and Assistance Unit, Pedro Ernesto University Hospital, Rio de Janeiro State University, Rio de Janeiro, Brazil
| | | | - Fernando Cotrim Gomes
- School of Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | | | - Caroline Serafim Dagostin
- School of Medicine, University of the Extreme South of Santa Catarina, Criciúma, Santa Catarina, Brazil
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