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1.
J Cardiovasc Pharmacol ; 84(2): 125-135, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-39115715

RESUMEN

ABSTRACT: Aneurysms are localized dilations of blood vessels, which can expand to 50% of the original diameter. They are more common in cardiovascular and cerebrovascular vessels. Rupture is one of the most dangerous complications. The pathophysiology of aneurysms is complex and diverse, often associated with progressive vessel wall dysfunction resulting from vascular smooth muscle cell death and abnormal extracellular matrix synthesis and degradation. Multiple studies have shown that long noncoding RNAs (lncRNAs) play a significant role in the progression of cardiovascular and cerebrovascular diseases. Therefore, it is necessary to find and summarize them. LncRNAs control gene expression and disease progression by regulating target mRNA or miRNA and are biomarkers for the diagnosis and prognosis of aneurysmal cardiovascular and cerebrovascular diseases. This review explores the role, mechanism, and clinical value of lncRNAs in aneurysms, providing new insights for a deeper understanding of the pathogenesis of cardiovascular and cerebrovascular aneurysms.


Asunto(s)
Aneurisma Intracraneal , Músculo Liso Vascular , Miocitos del Músculo Liso , Fenotipo , ARN Largo no Codificante , Humanos , Músculo Liso Vascular/patología , Músculo Liso Vascular/metabolismo , ARN Largo no Codificante/genética , ARN Largo no Codificante/metabolismo , Aneurisma Intracraneal/genética , Aneurisma Intracraneal/patología , Aneurisma Intracraneal/metabolismo , Aneurisma Intracraneal/fisiopatología , Miocitos del Músculo Liso/metabolismo , Miocitos del Músculo Liso/patología , Animales , Regulación de la Expresión Génica , Aneurisma/genética , Aneurisma/patología , Aneurisma/metabolismo , Enfermedades Cardiovasculares/genética , Enfermedades Cardiovasculares/patología , Enfermedades Cardiovasculares/metabolismo , Enfermedades Cardiovasculares/fisiopatología , Transducción de Señal
2.
Med Eng Phys ; 130: 104211, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39160019

RESUMEN

BACKGROUND AND OBJECTIVE: Imaging methodologies such as, computed tomography (CT) aid in three-dimensional (3D) reconstruction of patient-specific aneurysms. The radiological data is useful in understanding their location, shape, size, and disease progression. However, there are serious impediments in discerning the blood vessel wall thickness due to limitations in the current imaging modalities. This further restricts the ability to perform high-fidelity fluid structure interaction (FSI) studies for an accurate assessment of rupture risk. FSI studies would require the arterial wall mesh to be generated to determine realistic maximum allowable wall stresses by performing coupled calculations for the hemodynamic forces with the arterial walls. METHODS: In the present study, a novel methodology is developed to geometrically model variable vessel wall thickness for the lumen isosurface extracted from CT scan slices of patient-specific aneurysms based on clinical and histopathological inputs. FSI simulations are carried out with the reconstructed models to assess the importance of near realistic wall thickness model on rupture risk predictions. RESULTS: During surgery, clinicians often observe translucent vessel walls, indicating the presence of thin regions. The need to generate variable vessel wall thickness model, that embodies the wall thickness gradation, is closer to such clinical observations. Hence, corresponding FSI simulations performed can improve clinical outcomes. Considerable differences in the magnitude of instantaneous wall shear stresses and von Mises stresses in the walls of the aneurysm was observed between a uniform wall thickness and a variable wall thickness model. CONCLUSION: In the present study, a variable vessel wall thickness generation algorithm is implemented. It was shown that, a realistic wall thickness modeling is necessary for an accurate prediction of the shear stresses on the wall as well as von Mises stresses in the wall. FSI simulations are performed to demonstrate the utility of variable wall thickness modeling.


Asunto(s)
Aneurisma Intracraneal , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/fisiopatología , Humanos , Tomografía Computarizada por Rayos X , Modelación Específica para el Paciente , Arterias/diagnóstico por imagen , Arterias/fisiopatología , Arterias/patología , Hemodinámica , Estrés Mecánico , Imagenología Tridimensional , Modelos Cardiovasculares
3.
J Biomech ; 172: 112214, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38991421

RESUMEN

Unruptured intracranial aneurysms are common in the general population, and many uncertainties remain when predicting rupture risks and treatment outcomes. One of the cutting-edge tools used to investigate this condition is computational fluid dynamics (CFD). However, CFD is not yet mature enough to guide the clinical management of this disease. In addition, recent studies have reported significant flow instabilities when refined numerical methods are used. Questions remain as to how to properly simulate and evaluate this flow, and whether these instabilities are really turbulence. The purpose of the present study is to evaluate the impact of the simulation setup on the results and investigate the occurrence of turbulence in a cerebral artery with an aneurysm. For this purpose, direct numerical simulations were performed with up to 200 cardiac cycles and with data sampling rates of up to 100,000 times per cardiac cycle. Through phase-averaging or triple decomposition, the contributions of turbulence and of laminar pulsatile waves to the velocity, pressure and wall shear stress fluctuations were distinguished. For example, the commonly used oscillatory shear index was found to be closely related to the laminar waves introduced at the inlet, rather than turbulence. The turbulence energy cascade was evaluated through energy spectrum estimates, revealing that, despite the low flow rates and Reynolds number, the flow is turbulent near the aneurysm. Phase-averaging was shown to be an approach that can help researchers better understand this flow, although the results are highly dependent on simulation setup and post-processing choices.


Asunto(s)
Arterias Cerebrales , Simulación por Computador , Aneurisma Intracraneal , Modelos Cardiovasculares , Humanos , Aneurisma Intracraneal/fisiopatología , Arterias Cerebrales/fisiopatología , Velocidad del Flujo Sanguíneo/fisiología , Circulación Cerebrovascular/fisiología , Hidrodinámica , Flujo Pulsátil/fisiología , Estrés Mecánico
4.
Int J Numer Method Biomed Eng ; 40(8): e3844, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38952068

RESUMEN

Intracranial aneurysms (IAs) pose severe health risks influenced by hemodynamics. This study focuses on the intricate characterization of hemodynamic conditions within the IA walls and their influence on bleb development, aiming to enhance understanding of aneurysm stability and the risk of rupture. The methods emphasized utilizing a comprehensive dataset of 359 IAs and 213 IA blebs from 268 patients to reconstruct patient-specific vascular models, analyzing blood flow using finite element methods to solve the unsteady Navier-Stokes equations, the segmentation of aneurysm wall subregions and the hemodynamic metrics wall shear stress (WSS), its metrics, and the critical points in WSS fields were computed and analyzed across different aneurysm subregions defined by saccular, streamwise, and topographical divisions. The results revealed significant variations in these metrics, correlating distinct hemodynamic environments with wall features on the aneurysm walls, such as bleb formation. Critical findings indicated that regions with low WSS and high OSI, particularly in the body and central regions of aneurysms, are prone to conditions that promote bleb formation. Conversely, areas exposed to high WSS and positive divergence, like the aneurysm neck, inflow, and outflow regions, exhibited a different but substantial risk profile for bleb development, influenced by flow impingements and convergences. These insights highlight the complexity of aneurysm behavior, suggesting that both high and low-shear environments can contribute to aneurysm pathology through distinct mechanisms.


Asunto(s)
Hemodinámica , Aneurisma Intracraneal , Humanos , Aneurisma Intracraneal/fisiopatología , Hemodinámica/fisiología , Masculino , Femenino , Modelos Cardiovasculares , Estrés Mecánico , Persona de Mediana Edad , Análisis de Elementos Finitos
5.
J Stroke Cerebrovasc Dis ; 33(8): 107833, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38925449

RESUMEN

BACKGROUND AND PURPOSE: Flow-diversion treatment for intracranial aneurysms has been associated with the development of in-stent stenosis (ISS) for unclear reasons. We assess whether the size of the stent relative to that of the vessel (the stent-to-vessel diameter ratio, or SVR) may be predictive of the development of ISS after treatment with flow diverters. METHODS: We retrospectively reviewed patients with unruptured intracranial aneurysms who underwent flow-diversion treatment using either the Pipeline or Tubridge embolization device from September 2018 to September 2022. The relationship between SVR and ISS was analyzed. Multiple logistic regression models were used to determine the significant predictors. RESULTS: A total of 458 patients with 481 aneurysms were included. In a mean angiographic follow-up of 10.73 ± 3.97 months, ISS was detected in 68 cases (14.1 %). After adjusting for candidate variables, a higher distal SVR (DSVR) was associated with an increased risk of ISS (adjusted odds ratio [aOR] = 3.420, 95 % confidence interval [CI] = 1.182 - 9.889, p = 0.023). We conducted a subgroup analysis of the two different flow diverters to assess the effects of their individual characteristics. Our results showed a significant association between the DSVR and the incidence of ISS in both the Pipeline (aOR = 4.033, 95 % CI = 1.156-14.072, p = 0.029) and Tubridge groups (aOR = 11.981, 95 % CI=1.005-142.774, p = 0.049). CONCLUSION: A higher DSVR was associated with an increased risk of ISS. This may help neurointerventionalists select an appropriate stent size when conducting flow-diversion treatment for intracranial aneurysms.


Asunto(s)
Procedimientos Endovasculares , Aneurisma Intracraneal , Diseño de Prótesis , Stents , Humanos , Aneurisma Intracraneal/terapia , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/fisiopatología , Masculino , Femenino , Estudios Retrospectivos , Persona de Mediana Edad , Factores de Riesgo , Anciano , Resultado del Tratamiento , Procedimientos Endovasculares/efectos adversos , Procedimientos Endovasculares/instrumentación , Medición de Riesgo , Factores de Tiempo , Embolización Terapéutica/instrumentación , Embolización Terapéutica/efectos adversos , Adulto , Angiografía Cerebral , Circulación Cerebrovascular , Grado de Desobstrucción Vascular
6.
Clin Neurol Neurosurg ; 243: 108398, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38908320

RESUMEN

OBJECTIVE: High-resolution magnetic resonance imaging (HR-MRI) can provide valuable insights into the evaluation of vascular pathological conditions, and 3D digital subtraction angiography (3D-DSA) offers clear visualization of the vascular morphology and hemodynamics. This study aimed to investigate the potential of a multimodal method to treat unruptured vertebral artery dissection aneurysms (u-VADAs) by fusing image data from HR-MRI and 3D-DSA. METHODS: This observational study enrolled 5 patients diagnosed with u-VADAs, who were scheduled for interventional treatment. The image data of HR-MRI and 3D-DSA were merged by geometry software, resulting in a multimodal model. Quantified values of aneurysm wall enhancement (AWE), wall shear stress (WSS), neck velocity, inflow volume, intra-stent flow velocity (ISvelocity), and intra-aneurysmal velocity (IAvelocity) were calculated from the multimodal method. RESULTS: We found the actual lengths of u-VADAs in the multimodal model were longer than the 3D-DSA model. We formulated surgical plannings based on the WSS, IA velocity, and neck velocity. The post-operative value of IAvelocity, neck velocity, and follow-up quantified values of AWE were decreased compared with the pre-operative condition. After that, u-VADAs were complete occlusion in four patients and near-complete occlusion in one patient during the 6th-month follow-up after surgery. CONCLUSION: The multidimensional method combining HR-MRI with 3D-DSA may provide more valuable information for treating VADAs, with the potential to develop effective surgical planning.


Asunto(s)
Angiografía de Substracción Digital , Hemodinámica , Imagenología Tridimensional , Disección de la Arteria Vertebral , Humanos , Masculino , Disección de la Arteria Vertebral/diagnóstico por imagen , Disección de la Arteria Vertebral/cirugía , Disección de la Arteria Vertebral/fisiopatología , Persona de Mediana Edad , Hemodinámica/fisiología , Femenino , Imagenología Tridimensional/métodos , Angiografía de Substracción Digital/métodos , Adulto , Imagen por Resonancia Magnética/métodos , Anciano , Cuidados Preoperatorios/métodos , Arteria Vertebral/diagnóstico por imagen , Arteria Vertebral/cirugía , Arteria Vertebral/fisiopatología , Aneurisma Intracraneal/cirugía , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/fisiopatología
8.
Int J Numer Method Biomed Eng ; 40(8): e3837, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38839043

RESUMEN

The mechanisms behind intracranial aneurysm formation and rupture are not fully understood, with factors such as location, patient demographics, and hemodynamics playing a role. Additionally, the significance of anatomical features like blebs in ruptures is debated. This highlights the necessity for comprehensive research that combines patient-specific risk factors with a detailed analysis of local hemodynamic characteristics at bleb and rupture sites. Our study analyzed 359 intracranial aneurysms from 268 patients, reconstructing patient-specific models for hemodynamic simulations based on 3D rotational angiographic images and intraoperative videos. We identified aneurysm subregions and delineated rupture sites, characterizing blebs and their regional overlap, employing statistical comparisons across demographics, and other risk factors. This work identifies patterns in aneurysm rupture sites, predominantly at the dome, with variations across patient demographics. Hypertensive and anterior communicating artery (ACom) aneurysms showed specific rupture patterns and bleb associations, indicating two pathways: high-flow in ACom with thin blebs at impingement sites and low-flow, oscillatory conditions in middle cerebral artery (MCA) aneurysms fostering thick blebs. Bleb characteristics varied with gender, age, and smoking, linking rupture risks to hemodynamic factors and patient profiles. These insights enhance understanding of the hemodynamic mechanisms leading to rupture events. This analysis elucidates the role of localized hemodynamics in intracranial aneurysm rupture, challenging the emphasis on location by revealing how flow variations influence stability and risk. We identify two pathways to wall failure-high-flow and low-flow conditions-highlighting the complexity of aneurysm behavior. Additionally, this research advances our knowledge of how inherent patient-specific characteristics impact these processes, which need further investigation.


Asunto(s)
Aneurisma Roto , Aneurisma Intracraneal , Humanos , Aneurisma Intracraneal/fisiopatología , Masculino , Femenino , Aneurisma Roto/fisiopatología , Persona de Mediana Edad , Hemodinámica/fisiología , Anciano , Adulto , Factores de Riesgo , Modelos Cardiovasculares , Arteria Cerebral Media/fisiopatología
9.
Ideggyogy Sz ; 77(5-6): 177-185, 2024 May 30.
Artículo en Inglés | MEDLINE | ID: mdl-38829250

RESUMEN

Background and purpose:

Human brain aneurysms may often prove fatal if not re­cognized in time and treated accordingly. The understanding of development and rupture of aneurysms can significantly be improved by the application of numerical modelling, which in turn, requires the knowledge of mechanical properties of vessel wall. This study aims to identify assumed differences with respect to age, sex, spatial orientation, and rupture by utilizing detailed statistical analysis of uniaxial tensile measurements of human brain aneurysm samples, performed by the authors in a previous project.

. Methods:

At surgery of 42 patients, aneu­rysm fundi were cut distally to the clip. In each case, depending on size, varying number of stripes (altogether 88) were prepared and uniaxial stress-strain measurements were performed. Quantities related to the capacity, energy absorption or stiffness were determined and statistically analysed.

. Results:

The number of specimens in the aneurysm sample was sufficient to establish statistical differences with respect to sex and rupture (p<0.05). No significant differences were detected in orientation, though higher values of stresses and deformations were ob­tained in the circumferential direction com­pared to the meridional direction. 

. Conclusion:

Significant differences bet­ween sexes with respect to ultimate deformations were demonstrated according to expectation, and the hypothesis on equality of energy capacity could be supported. Similarity of curves with respect to specimen orientation was also observed and ruptured aneurysm sacs tended to be smaller in size. It seems that differences and trends described in this paper are realistic and need to be applied in numerical modelling.

.


Asunto(s)
Aneurisma Roto , Aneurisma Intracraneal , Humanos , Aneurisma Intracraneal/fisiopatología , Aneurisma Intracraneal/cirugía , Masculino , Femenino , Fenómenos Biomecánicos , Aneurisma Roto/fisiopatología , Estrés Mecánico , Persona de Mediana Edad , Resistencia a la Tracción , Adulto , Factores Sexuales
10.
J Stroke Cerebrovasc Dis ; 33(8): 107775, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38768668

RESUMEN

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.


Asunto(s)
Aneurisma Roto , Hipertensión , Aneurisma Intracraneal , Hemorragia Subaracnoidea , Vasoespasmo Intracraneal , Humanos , Estudios Retrospectivos , Femenino , Masculino , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/fisiopatología , Aneurisma Intracraneal/complicaciones , Aneurisma Roto/diagnóstico por imagen , Aneurisma Roto/fisiopatología , Aneurisma Roto/etiología , Persona de Mediana Edad , Vasoespasmo Intracraneal/diagnóstico por imagen , Vasoespasmo Intracraneal/fisiopatología , Vasoespasmo Intracraneal/etiología , Hemorragia Subaracnoidea/fisiopatología , Hemorragia Subaracnoidea/diagnóstico por imagen , Hemorragia Subaracnoidea/complicaciones , Hemorragia Subaracnoidea/diagnóstico , Anciano , Factores de Riesgo , Hipertensión/fisiopatología , Hipertensión/diagnóstico , Factores de Tiempo , Presión Arterial , Adulto , Angiografía Cerebral , Angiografía de Substracción Digital , Medición de Riesgo , Progresión de la Enfermedad , Estudios de Casos y Controles
11.
Br J Radiol ; 97(1159): 1357-1364, 2024 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-38796680

RESUMEN

OBJECTIVES: Aneurysm number (An) is a novel prediction tool utilizing parameters of pulsatility index (PI) and aneurysm geometry. An has been shown to have the potential to differentiate intracranial aneurysm (IA) rupture status. The objective of this study is to investigate the feasibility and accuracy of An for IA rupture status prediction using Australian based clinical data. METHODS: A retrospective study was conducted across three tertiary referral hospitals between November 2017 and November 2020 and all saccular IAs with known rupture status were included. Two sets of An values were calculated based on two sets of PI values previously reported in the literature. RESULTS: Five hundred and four IA cases were included in this study. The results demonstrated no significant difference between ruptured and unruptured status when using An ≥1 as the discriminator. Further analysis showed no strong correlation between An and IA subtypes. The area under the curve (AUC) indicated poor performance in predicting rupture status (AUC1 = 0.55 and AUC2 = 0.56). CONCLUSIONS: This study does not support An ≥1 as a reliable parameter to predict the rupture status of IAs based on a retrospective cohort. Although the concept of An is supported by hemodynamic aneurysm theory, further research is needed before it can be applied in the clinical setting. ADVANCES IN KNOWLEDGE: This study demonstrates that the novel prediction tool, An, proposed in 2020 is not reliable and that further research of this hemodynamic model is needed before it can be incorporated into the prediction of IA rupture status.


Asunto(s)
Aneurisma Roto , Aneurisma Intracraneal , Humanos , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/fisiopatología , Aneurisma Roto/diagnóstico por imagen , Aneurisma Roto/fisiopatología , Estudios Retrospectivos , Masculino , Femenino , Persona de Mediana Edad , Anciano , Estudios de Factibilidad , Flujo Pulsátil , Adulto , Angiografía Cerebral/métodos , Valor Predictivo de las Pruebas , Australia
12.
Clin Ter ; 175(3): 146-153, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38767071

RESUMEN

Background: AneurysmFlow (Phillips Healthcare) is the flow measurement tool, utilizing an optical flow-based algorithm from DSA, lacks sufficient published studies. This study aimed to assess the significance of flow velocity changes and the Mean Aneurysm Flow Amplitude (MAFA) ratio in evaluating outcomes following flow-diverting treatments. Methods: Between June 2021 and October 2022, 41 patients with 42 aneurysms underwent FDS treatment with AneurysmFlow measu-rement at the Bach Mai Radiology Center. Results: The tool achieved a 90.5% success rate in 38 out of 42 patients. Most aneurysms (89.5%) were small to medium-sized (<10 mm), and a decrease in flow velocity post-stent deployment was ob-served in 78.9% of cases. Conversely, 21.1% showed increased flow, mainly in aneurysms smaller than 5 mm. No significant association was found between flow changes or MAFA ratio and aneurysm size characteristics. Twenty-two patients (59.5%) underwent re-examination at 6 months, revealing no correlation in MAFA ratio between completely and incompletely occluded aneurysms. Conclusions: Our current investigation, primarily centered on small and medium-sized aneurysms, did not uncover any link between quantitative flow changes assessed using the AneurysmFlow software and the occlusion status of aneurysms at the 6-month follow-up post-flow diverter treatment. Larger case series with extended follow-up imaging are necessary to further explore these findings.


Asunto(s)
Hemodinámica , Stents , Humanos , Femenino , Masculino , Persona de Mediana Edad , Anciano , Procedimientos Endovasculares/métodos , Aneurisma Intracraneal/cirugía , Aneurisma Intracraneal/fisiopatología , Velocidad del Flujo Sanguíneo , Angiografía de Substracción Digital , Algoritmos , Estudios Retrospectivos , Adulto , Resultado del Tratamiento , Anciano de 80 o más Años
14.
Cardiovasc Eng Technol ; 15(4): 394-404, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38782877

RESUMEN

PURPOSE: To enhance the performance of machine learning (ML) models for the post-embolization recanalization of cerebral aneurysms, we evaluated the impact of hemodynamic feature derivation and selection method on six ML algorithms. METHODS: We utilized computational fluid dynamics (CFD) to simulate hemodynamics in 66 cerebral aneurysms from 65 patients, including 57 stable and nine recanalized aneurysms. We derived a total of 107 features for each aneurysm, encompassing four clinical features, 12 morphological features, and 91 hemodynamic features. To investigate the influence of feature derivation and selection methods on the ML models, we employed two derivation methods, simplified and fully derived, in combination with four selection methods: all features, statistically significant analysis, stepwise multivariate logistic regression analysis (stepwise-LR), and recursive feature elimination (RFE). Model performance was assessed using the area under the receiver operating characteristic curve (AUROC) and precision-recall curve (AUPRC) on both the training and testing datasets. RESULTS: The AUROC values on the testing dataset exhibited a wide-ranging spectrum, spanning from 0.373 to 0.863. Fully derived features and the RFE selection method demonstrated superior performance in intra-model comparisons. The multi-layer perceptron (MLP) model, trained with RFE-selected fully derived features, achieved the best performance on the testing dataset, with an AUROC value of 0.863 (95% CI: 0.684- 1.000). CONCLUSION: Our study demonstrated the importance of feature derivation and selection in determining the performance of ML models. This enabled the development of accurate decision-making models without the need to invade the patient.


Asunto(s)
Embolización Terapéutica , Hemodinámica , Aneurisma Intracraneal , Aprendizaje Automático , Modelos Cardiovasculares , Valor Predictivo de las Pruebas , Humanos , Aneurisma Intracraneal/fisiopatología , Aneurisma Intracraneal/terapia , Aneurisma Intracraneal/diagnóstico por imagen , Persona de Mediana Edad , Masculino , Femenino , Anciano , Resultado del Tratamiento , Circulación Cerebrovascular , Factores de Tiempo , Modelación Específica para el Paciente , Toma de Decisiones Clínicas , Técnicas de Apoyo para la Decisión , Adulto
15.
Fluids Barriers CNS ; 21(1): 44, 2024 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-38773608

RESUMEN

OBJECTIVE: Optimizing the treatment of several neurosurgical and neurological disorders relies on knowledge of the intracranial pressure (ICP). However, exploration of normal ICP and intracranial pressure pulse wave amplitude (PWA) values in healthy individuals poses ethical challenges, and thus the current documentation remains scarce. This study explores ICP and PWA values for healthy adults without intracranial pathology expected to influence ICP. METHODS: Adult patients (age > 18 years) undergoing surgery for an unruptured intracranial aneurysm without any other neurological co-morbidities were included. Patients had a telemetric ICP sensor inserted, and ICP was measured in four different positions: supine, lateral recumbent, standing upright, and 45-degree sitting, at day 1, 14, 30, and 90 following the surgery. RESULTS: ICP in each position did not change with time after surgery. Median ICP was 6.7 mmHg and median PWA 2.1 mmHg in the supine position, while in the upright standing position median ICP was - 3.4 mmHg and median PWA was 1.9 mmHg. After standardization of the measurements from the transducer site to the external acoustic meatus, the median ICPmidbrain was 8.3 mmHg in the supine position and 1.2 mmHg in the upright standing position. CONCLUSION: Our study provides insights into normal ICP dynamics in healthy adults following a uncomplicated surgery for an unruptured aneurysm. These results suggest a slightly wider normal reference range for invasive intracranial pressure than previously suggested, and present the first normal values for PWA in different positions. Further studies are, however, essential to enhance our understanding of normal ICP. Trial registration The study was preregistered at www. CLINICALTRIALS: gov (NCT03594136) (11 July 2018).


Asunto(s)
Aneurisma Intracraneal , Presión Intracraneal , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Aneurisma Intracraneal/cirugía , Aneurisma Intracraneal/fisiopatología , Presión Intracraneal/fisiología , Procedimientos Neuroquirúrgicos , Postura/fisiología , Análisis de la Onda del Pulso , Estudios Prospectivos
16.
Sci Rep ; 14(1): 10653, 2024 05 09.
Artículo en Inglés | MEDLINE | ID: mdl-38724557

RESUMEN

The efficacy of flow diverters is influenced by the strut configuration changes resulting from size discrepancies between the stent and the parent artery. This study aimed to quantitatively analyze the impact of size discrepancies between flow diverters and parent arteries on the flow diversion effects, using computational fluid dynamics. Four silicone models with varying parent artery sizes were developed. Real flow diverters were deployed in these models to assess stent configurations at the aneurysm neck. Virtual stents were generated based on these configurations for computational fluid dynamics analysis. The changes in the reduction rate of the hemodynamic parameters were quantified to evaluate the flow diversion effect. Implanting 4.0 mm flow diverters in aneurysm models with parent artery diameters of 3.0-4.5 mm, in 0.5 mm increments, revealed that a shift from oversized to undersized flow diverters led to an increase in the reduction rates of hemodynamic parameter, accompanied by enhanced metal coverage rate and pore density. However, the flow diversion effect observed transitioning from oversizing to matching was less pronounced when moving from matching to undersizing. This emphasizes the importance of proper sizing of flow diverters, considering the benefits of undersizing and not to exceed the threshold of advantages.


Asunto(s)
Hemodinámica , Stents , Humanos , Modelos Cardiovasculares , Aneurisma Intracraneal/fisiopatología , Aneurisma Intracraneal/cirugía , Simulación por Computador , Arterias/fisiología , Hidrodinámica
17.
Comput Biol Med ; 176: 108563, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38761498

RESUMEN

Boundary conditions (BCs) is one pivotal factor influencing the accuracy of hemodynamic predictions on intracranial aneurysms (IAs) using computational fluid dynamics (CFD) modeling. Unfortunately, a standard procedure to secure accurate BCs for hemodynamic modeling does not exist. To bridge such a knowledge gap, two representative patient-specific IA models (Case-I and Case-II) were reconstructed and their blood flow velocity waveforms in the internal carotid artery (ICA) were measured by ultrasonic techniques and modeled by discrete Fourier transform (DFT). Then, numerical investigations were conducted to explore the appropriate number of samples (N) for DFT modeling to secure the accurate BC by comparing a series of hemodynamic parameters using in-vitro validated CFD modeling. Subsequently, a comprehensive comparison in hemodynamic characteristics under patient-specific BCs and a generalized BC based on a one-dimensional (1D) model was conducted to reinforce the understanding that a patient-specific BC is pivotal for accurate hemodynamic risk evaluations on IA pathophysiology. In addition, the influence of the variance of heart rate/cardiac pulsatile period on hemodynamic characteristics in IA models was studied preliminarily. The results showed that N ≥ 16 for DFT model is a decent choice to secure the proper BC profile to calculate time-averaged hemodynamic parameters, while more data points such as N ≥ 36 can ensure the accuracy of instantaneous hemodynamic predictions. In addition, results revealed the generalized BC could overestimate or underestimate the hemodynamic risks on IAs significantly; thus, patient-specific BCs are highly recommended for hemodynamic modeling for IA risk evaluation. Furthermore, this study discovered the variance of heart rate has rare influences on hemodynamic characteristics in both instantaneous and time-averaged parameters under the assumption of an identical blood flow rate.


Asunto(s)
Hemodinámica , Aneurisma Intracraneal , Modelos Cardiovasculares , Aneurisma Intracraneal/fisiopatología , Aneurisma Intracraneal/diagnóstico por imagen , Humanos , Hemodinámica/fisiología , Velocidad del Flujo Sanguíneo/fisiología , Ultrasonografía/métodos , Masculino , Arteria Carótida Interna/fisiopatología , Arteria Carótida Interna/diagnóstico por imagen , Circulación Cerebrovascular/fisiología , Análisis de Fourier , Simulación por Computador , Femenino
18.
Ann Biomed Eng ; 52(8): 2000-2012, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38616236

RESUMEN

Changes in cerebral blood flow are often associated with the initiation and development of different life-threatening medical conditions including aneurysm rupture and ischemic stroke. Nevertheless, it is not fully clear how haemodynamic changes in time across the Circle of Willis (CoW) are related with intracranial aneurysm (IA) growth. In this work, we introduced a novel reduced-order modelling strategy for the systematic quantification of longitudinal blood flow changes across the whole CoW in patients with stable and unstable/growing aneurysm. Magnetic Resonance Angiography (MRA) images were converted into one-dimensional (1-D) vessel networks through a semi-automated procedure, with a level of geometric reconstruction accuracy controlled by user-dependent parameters. The proposed pipeline was used to systematically analyse longitudinal haemodynamic changes in seven different clinical cases. Our preliminary simulation results indicate that growing aneurysms are not necessarily associated with significant changes in mean flow over time. A concise sensitivity analysis also shed light on which modelling aspects need to be further characterized to have reliable patient-specific predictions. This study poses the basis for investigating how time-dependent changes in the vasculature affect the haemodynamics across the whole CoW in patients with stable and growing aneurysms.


Asunto(s)
Circulación Cerebrovascular , Círculo Arterial Cerebral , Aneurisma Intracraneal , Angiografía por Resonancia Magnética , Círculo Arterial Cerebral/fisiopatología , Círculo Arterial Cerebral/diagnóstico por imagen , Humanos , Aneurisma Intracraneal/fisiopatología , Aneurisma Intracraneal/diagnóstico por imagen , Femenino , Masculino , Persona de Mediana Edad , Modelos Cardiovasculares , Anciano , Hemodinámica , Adulto
19.
Int. j. morphol ; 42(2): 348-355, abr. 2024. ilus, tab
Artículo en Inglés | LILACS | ID: biblio-1558138

RESUMEN

SUMMARY: Intracranial aneurysm is a common cerebrovascular disease with high mortality. Neurosurgical clipping for the treatment of intracranial aneurysms can easily lead to serious postoperative complications. Studies have shown that intraoperative monitoring of the degree of cerebral ischemia is extremely important to ensure the safety of operation and improve the prognosis of patients. Aim of this study was to probe the application value of combined monitoring of intraoperative neurophysiological monitoring (IONM)-intracranial pressure (ICP)-cerebral perfusion pressure (CPP) in craniotomy clipping of intracranial aneurysms. From January 2020 to December 2022, 126 patients in our hospital with intracranial aneurysms who underwent neurosurgical clipping were randomly divided into two groups. One group received IONM monitoring during neurosurgical clipping (control group, n=63), and the other group received IONM-ICP-CPP monitoring during neurosurgical clipping (monitoring group, n=63). The aneurysm clipping and new neurological deficits at 1 day after operation were compared between the two groups. Glasgow coma scale (GCS) score and national institutes of health stroke scale (NIHSS) score were compared before operation, at 1 day and 3 months after operation. Glasgow outcome scale (GOS) and modified Rankin scale (mRS) were compared at 3 months after operation. All aneurysms were clipped completely. Rate of new neurological deficit at 1 day after operation in monitoring group was 3.17 % (2/63), which was markedly lower than that in control group of 11.11 % (7/30) (P0.05). Combined monitoring of IONM-ICP-CPP can monitor the cerebral blood flow of patients in real time during neurosurgical clipping, according to the monitoring results, timely intervention measures can improve the consciousness state of patients in early postoperative period and reduce the occurrence of early postoperative neurological deficits.


El aneurisma intracraneal es una enfermedad cerebrovascular común con alta mortalidad. El clipaje neuroquirúrgico para el tratamiento de aneurismas intracraneales puede provocar complicaciones posoperatorias graves. Los estudios han demostrado que la monitorización intraoperatoria del grado de isquemia cerebral es extremadamente importante para garantizar la seguridad de la operación y mejorar el pronóstico de los pacientes. El objetivo de este estudio fue probar el valor de la aplicación de la monitorización combinada de la monitorización neurofisiológica intraoperatoria (IONM), la presión intracraneal (PIC) y la presión de perfusión cerebral (CPP) en el clipaje de craneotomía de aneurismas intracraneales. Desde enero de 2020 hasta diciembre de 2022, 126 pacientes de nuestro hospital con aneurismas intracraneales que se sometieron a clipaje neuroquirúrgico se dividieron aleatoriamente en dos grupos. Un grupo recibió monitorización IONM durante el clipaje neuroquirúrgico (grupo de control, n=63) y el otro grupo recibió monitorización IONM-ICP-CPP durante el clipaje neuroquirúrgico (grupo de monitorización, n=63). Se compararon entre los dos grupos el recorte del aneurisma y los nuevos déficits neurológicos un día después de la operación. La puntuación de la escala de coma de Glasgow (GCS) y la puntuación de la escala de accidentes cerebrovasculares de los institutos nacionales de salud (NIHSS) se compararon antes de la operación, 1 día y 3 meses después de la operación. La escala de resultados de Glasgow (GOS) y la escala de Rankin modificada (mRS) se compararon 3 meses después de la operación. Todos los aneurismas fueron cortados por completo. La tasa de nuevo déficit neurológico 1 día después de la operación en el grupo de seguimiento fue del 3,17 % (2/63), que fue notablemente inferior a la del grupo de control del 11,11 % (7/30) (P 0,05). La monitorización combinada de IONM-ICP-CPP puede controlar el flujo sanguíneo cerebral de los pacientes en tiempo real durante el corte neuroquirúrgico; de acuerdo con los resultados de la monitorización, las medidas de intervención oportunas pueden mejorar el estado de conciencia de los pacientes en el período postoperatorio temprano y reducir la aparición de problemas postoperatorios tempranos y déficits neurológicos.


Asunto(s)
Humanos , Masculino , Femenino , Persona de Mediana Edad , Aneurisma Intracraneal/cirugía , Aneurisma Intracraneal/fisiopatología , Circulación Cerebrovascular , Procedimientos Neuroquirúrgicos/métodos , Electroencefalografía/métodos , Presión Sanguínea , Presión Intracraneal , Escala de Coma de Glasgow , Aneurisma Intracraneal/patología , Estudios de Seguimiento , Resultado del Tratamiento , Craneotomía , Escala de Consecuencias de Glasgow , Monitoreo Fisiológico/métodos
20.
Clin Neurophysiol ; 161: 69-79, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38452426

RESUMEN

OBJECTIVE: To evaluate the diagnostic accuracy of intraoperative neurophysiological monitoring (IONM) during endovascular treatment (EVT) of ruptured intracranial aneurysms (rIA). METHODS: IONM and clinical data from 323 patients who underwent EVT for rIA from 2014-2019 were retrospectively reviewed. Significant IONM changes and outcomes were evaluated based on visual review of data and clinical documentation. RESULTS: Of the 323 patients undergoing EVT, significant IONM changes were noted in 30 patients (9.29%) and 46 (14.24%) experienced postprocedural neurological deficits (PPND). 22 out of 30 (73.33%) patients who had significant IONM changes experienced PPND. Univariable analysis showed changes in somatosensory evoked potential (SSEP) and electroencephalogram (EEG) were associated with PPND (p-values: <0.001 and <0.001, retrospectively). Multivariable analysis showed that IONM changes were significantly associated with PPND (Odd ratio (OR) 20.18 (95%CI:7.40-55.03, p-value: <0.001)). Simultaneous changes in both IONM modalities had specificity of 98.9% (95% CI: 97.1%-99.7%). While sensitivity when either modality had a change was 47.8% (95% CI: 33.9%-62.0%) to predict PPND. CONCLUSIONS: Significant IONM changes during EVT for rIA are associated with an increased risk of PPND. SIGNIFICANCE: IONM can be used confidently as a real time neurophysiological diagnostic guide for impending neurological deficits during EVT treatment of rIA.


Asunto(s)
Aneurisma Roto , Isquemia Encefálica , Electroencefalografía , Procedimientos Endovasculares , Potenciales Evocados Somatosensoriales , Aneurisma Intracraneal , Monitorización Neurofisiológica Intraoperatoria , Humanos , Masculino , Femenino , Persona de Mediana Edad , Procedimientos Endovasculares/efectos adversos , Procedimientos Endovasculares/métodos , Aneurisma Roto/cirugía , Aneurisma Roto/fisiopatología , Aneurisma Intracraneal/cirugía , Aneurisma Intracraneal/fisiopatología , Monitorización Neurofisiológica Intraoperatoria/métodos , Isquemia Encefálica/diagnóstico , Isquemia Encefálica/fisiopatología , Estudios Retrospectivos , Potenciales Evocados Somatosensoriales/fisiología , Anciano , Adulto , Electroencefalografía/métodos
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