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Keywords = TOAST classification

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14 pages, 2826 KB  
Article
Early-Stage Electrochemical Kinetics of Agave Distillates: Impact of Barrel Toasting on Polyphenol Extraction Dynamics
by Sara S. Piña-Torres, Camila S. Gómez-Navarro, Mariana García-Aceves, Marco A. Zárate-Navarro, Ana I. Zárate-Guzmán, Adriana I. Moral-Rodríguez, Francisco Carrasco-Marín and Luis A. Romero-Cano
Foods 2026, 15(1), 170; https://doi.org/10.3390/foods15010170 - 4 Jan 2026
Viewed by 280
Abstract
The maturation of distilled spirits in wooden barrels is a critical process that defines the sensory profile and quality of the final product, primarily through the release of polyphenols and flavonoids. In this study, the early extraction kinetics of these compounds in agave [...] Read more.
The maturation of distilled spirits in wooden barrels is a critical process that defines the sensory profile and quality of the final product, primarily through the release of polyphenols and flavonoids. In this study, the early extraction kinetics of these compounds in agave distillates were investigated using laboratory-scale barrels (5 L) with three toasting levels: light (185 °C/60 s), medium (210 °C/90 s), and intense (235 °C/120 s). The barrels were characterized by FTIR and Raman spectroscopy (SEM), as well as Scanning Electron Microscopy to correlate the chemical structure of the wood with the release of phenolic compounds. For this purpose, the Electrochemical Color Index (ECI), representative of polyphenols and flavonoids, was monitored daily for over 60 days. Results showed no statistically significant differences (p > 0.05) among the toasting levels. On the other hand, the observed kinetics exhibited four characteristic phases: (i) a linear increase during the first week due to the extraction of the most exposed compounds, (ii) a partial decrease in the second week associated with the re-adsorption of extracted compounds onto active sites remaining available on the barrel surface, (iii) a pseudo-steady state up to day 60, and finally, (iv) a subsequent linear increase. These findings provide scientific evidence supporting the official standards for the classification of aged distillates, since at least 60 days are required to condition the barrel surface to achieve a balanced extraction of polyphenols and flavonoids. The results highlight ECI as a robust and sensitive tool for monitoring the early maturation of agave distillates. Furthermore, the proposed approach not only offers complementary analytical criteria but also contributes to supporting the regulatory definitions of the reposado category, providing a practical framework for process standardization. Full article
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9 pages, 263 KB  
Article
Inflammatory Semaphorins in the Pathogenesis and Prognosis of Acute Ischemic Stroke
by Esen Çiçekli, Dilcan Kotan and Levent Avcı
Medicina 2025, 61(11), 2060; https://doi.org/10.3390/medicina61112060 - 19 Nov 2025
Viewed by 457
Abstract
Background and Objectives: Semaphorins are immunoregulatory proteins involved in inflammation and neurovascular modulation. Their roles in ischemic stroke pathogenesis and prognosis have recently gained attention. This study aimed to evaluate serum levels of semaphorin 3A, 3F, 4A, 4D, and 7A in patients [...] Read more.
Background and Objectives: Semaphorins are immunoregulatory proteins involved in inflammation and neurovascular modulation. Their roles in ischemic stroke pathogenesis and prognosis have recently gained attention. This study aimed to evaluate serum levels of semaphorin 3A, 3F, 4A, 4D, and 7A in patients with acute ischemic stroke and investigate their relationship with disease severity and prognosis. Materials and Methods: A total of 45 patients with acute ischemic stroke and 39 control individuals were enrolled. Serum semaphorin levels were measured using ELISA. Clinical data, including TOAST classification, NIHSS scores, and laboratory parameters, were recorded. Correlations between semaphorin levels and clinical or biochemical variables were analyzed statistically. Results: Semaphorin 4A levels were significantly lower and semaphorin 7A levels significantly higher in the patient group compared to controls (p < 0.001). Semaphorin 7A positively correlated with NIHSS scores (r = 0.390. p = 0.008). Semaphorin 3A and 4A levels showed significant correlations with inflammatory markers and lipid profiles. Semaphorin 3A was higher in female patients. No associations were found with TOAST subtypes or treatment modalities. Five (11.1%) patients died due to stroke-related complications, no significant differences in semaphorin levels were observed between survivors and non-survivors. Conclusions: Semaphorin 3A, 4A, and 7A levels may serve as potential biomarkers for inflammation and disease severity in acute ischemic stroke. Semaphorin 7A, in particular, showed strong prognostic value due to its association with stroke severity. These findings suggest that semaphorins could aid in clinical risk stratification and early intervention planning in ischemic stroke. Full article
(This article belongs to the Section Neurology)
14 pages, 299 KB  
Article
Sex Differences in Stroke Risk Factors and Mechanisms in a Multi-Ethnic Asian Population
by Narayanaswamy Venketasubramanian
J. Cardiovasc. Dev. Dis. 2025, 12(8), 304; https://doi.org/10.3390/jcdd12080304 - 12 Aug 2025
Viewed by 1735
Abstract
Introduction: Previous studies have reported sex differences in stroke. There are few Asian studies. This study was performed to investigate sex differences in stroke risk factors and mechanisms in a multi-ethnic Asian population. Methods: Data on patients admitted to Raffles Hospital for stroke [...] Read more.
Introduction: Previous studies have reported sex differences in stroke. There are few Asian studies. This study was performed to investigate sex differences in stroke risk factors and mechanisms in a multi-ethnic Asian population. Methods: Data on patients admitted to Raffles Hospital for stroke were analysed. Data were extracted on sex, age, hypertension, diabetes mellitus (DM), hyperlipidaemia, smoking, heart disease, and prior cerebrovascular events (pCeVD). Stroke was subtyped into haemorrhagic stroke (HS) or ischaemic stroke (IS) based on brain scan. IS mechanism was categorised using Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification, while the clinical syndrome by Oxfordshire Community Stroke Project (OCSP) classification. Results: Data were collected on 1165 patients, mean age 65.6 ± 12.9 yr; 47.4% female, 83.0% Chinese, with hypertension (63.5%) and hyperlipidaemia (60.3%) being the most common risk factors. HS comprised 23.5%. On regression analysis, compared to males, females had older age (OR 1.03, 95%CI 1.02–10.4) and DM (OR 1.60, 95%CI 1.11–2.30), but less smoking (OR 0.09, 95%CI 0.07–0.13), pCeVD (OR 0.67, 95%CI 0.49–0.93), and HS (OR 0.71, 95%CI 0.51–0.98). There were no differences in HS mechanisms, or IS mechanisms or syndromes. Sex–ethnic differences were found (p < 0.001), with more Chinese and fewer Indians among females compared to males. Conclusions: This study corroborates previous studies of significantly older age and more diabetes mellitus, but less smoking and haemorrhagic stroke among female stroke patients compared to males; differences in HS and IS mechanisms were not found. Novel in this study is that sex–ethnicity differences were found. Future studies should prospectively validate these sex/ethnic differences. Full article
(This article belongs to the Section Stroke and Cerebrovascular Disease)
15 pages, 1233 KB  
Article
Predicting Stroke Etiology with Radiomics: A Retrospective Study
by Jacobo Porto-Álvarez, Antonio Jesús Mosqueira Martínez, Javier Martínez Fernández, José L. Taboada Arcos, Miguel Blanco Ulla, José M. Pumar, María Santamaría, Emilio Rodríguez Castro, Ramón Iglesias Rey, Pablo Hervella, Pedro Vieites Pérez, Manuel Taboada Muñiz, Roberto García-Figueiras and Miguel Souto Bayarri
Med. Sci. 2025, 13(3), 98; https://doi.org/10.3390/medsci13030098 - 26 Jul 2025
Viewed by 1071
Abstract
Background/Objectives: The composition of the thrombus is not taken into account in the etiology determination of patients with acute ischemic stroke (AIS); however, it varies depending on the origin of the thrombus, as atherothrombotic thrombi contain more red blood cells and cardioembolic [...] Read more.
Background/Objectives: The composition of the thrombus is not taken into account in the etiology determination of patients with acute ischemic stroke (AIS); however, it varies depending on the origin of the thrombus, as atherothrombotic thrombi contain more red blood cells and cardioembolic thrombi contain more fibrin and platelets. Radiomics has the potential to provide quantitative imaging data that may vary depending on the composition of thrombi. The aim of this study is to predict cardioembolic and atherothrombotic thrombi using radiomic features (RFs) from non-contrast computed tomography (NCCT) brain scans. Methods: A total of 845 RFs were extracted from each of the 41 patients included in the study. A predictive model was used to classify patients as either cardioembolic or atherothrombotic, and the results were compared with the TOAST criteria-based classification. Results: Ten RFs (one shape feature and nine texture features) were found to demonstrate a statistically significant correlation with cardioembolic or atherothrombotic origins. The predictive radiomics model achieved an area under the curve (AUC) of 0.842 and an accuracy of 0.902 (p < 0.001) in classifying stroke etiology. Conclusions: Radiomics based on NCCT can help to determine the etiology of AIS. Full article
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23 pages, 2285 KB  
Review
Embolic Stroke of Undetermined Source (ESUS): Exploring the Neurocardiological Axis and Its Clinical Implications
by Gabriela Dumachita Sargu, Roxana Covali, Cristiana Filip, Tudor Butureanu, Mona Akad, Ioana Păvăleanu, Andrei Ionuț Cucu, Amelian Mădălin Bobu, Laura Riscanu, Diana Lacatusu, Madalina Irina Smihor and Radu Popa
Medicina 2025, 61(7), 1252; https://doi.org/10.3390/medicina61071252 - 10 Jul 2025
Viewed by 2685
Abstract
Embolic stroke of undetermined source (ESUS) was proposed in 2014 as a clinical category to subgroup non-lacunar cryptogenic ischemic strokes that appear embolic but lack an identifiable cause despite thorough investigation. The initial hypothesis was that anticoagulation might offer superior secondary prevention compared [...] Read more.
Embolic stroke of undetermined source (ESUS) was proposed in 2014 as a clinical category to subgroup non-lacunar cryptogenic ischemic strokes that appear embolic but lack an identifiable cause despite thorough investigation. The initial hypothesis was that anticoagulation might offer superior secondary prevention compared to antiplatelet therapy, prompting several large clinical trials. This review synthesizes current knowledge on ESUS. ESUS represents about 17% of ischemic strokes and often affects younger patients with fewer traditional risk factors. Although these patients lack major cardioembolic sources (e.g., atrial fibrillation) or significant arterial stenosis, many have covert embolic substrates. Major trials—NAVIGATE ESUS, RE-SPECT ESUS, and the atrial cardiopathy-focused ARCADIA—found no benefit of anticoagulants over aspirin, challenging the original ESUS framework. These results highlight the heterogeneity within ESUS and underscore the need for individualized diagnostic and therapeutic strategies. Full article
(This article belongs to the Special Issue Recent Advances in Stroke Screening)
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18 pages, 2288 KB  
Article
Impact of Underwater Aging on the Volatile and Phenolic Compounds of Campania Wine-Based Liqueurs “Elixir Falernum”
by Andrea Balivo, Giovanni D’Auria, Pasquale Ferranti, Alessia Cepollaro, Salvatore Velotto, Raffaele Sacchi and Alessandro Genovese
Beverages 2025, 11(2), 43; https://doi.org/10.3390/beverages11020043 - 24 Mar 2025
Viewed by 2353
Abstract
Underwater aging of alcoholic beverages has gained growing interest in recent years as a novel strategy for product differentiation. This study investigated the effects of 12 months of underwater aging at 13 m depth on the chemical, volatile, and phenolic profiles of wine-based [...] Read more.
Underwater aging of alcoholic beverages has gained growing interest in recent years as a novel strategy for product differentiation. This study investigated the effects of 12 months of underwater aging at 13 m depth on the chemical, volatile, and phenolic profiles of wine-based liqueurs, compared to traditional cellar aging. Individual bottles were analysed using an E-nose, achieving 96% correct classification in the cross-validated confusion matrix. Chemical analysis revealed no significant differences in pH, ethanol content, total and volatile acidity. Although total phenolic content did not differ significantly, underwater-aged liquors exhibited higher levels of anthocyanins, suggesting reduced degradation of phenolic compounds in the anaerobic underwater environment. This was supported by higher levels of free alpha-amino nitrogen and total proteins, suggesting slower oxidation. As a result, underwater-aged liquors showed a lower b* index (yellowness), likely due to the reduced oxidation of red colour compounds. Underwater aging induced some changes in the volatile profile, with a significant increase in certain furanones and pyranones, such as 5-hydroxymethylfurfural, 4-hydroxydihydro-2-(3H)-furanone and 3,5-dihydroxy-6-methyl-2,3-dihydro-4H-pyran-4-one, responsible for strawberry, toasted, and caramel notes. This increased production could be attributed to the unique underwater environment, characterised by oscillating vibrations, blue-green light, lower and more constant temperatures and reduced oxygen levels. Full article
(This article belongs to the Section Wine, Spirits and Oenological Products)
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14 pages, 964 KB  
Article
Predictive Value of Hyperintense Acute Reperfusion Marker in Transient Ischemic Attacks: Stroke Recurrence and TOAST Classification
by Sang-Hoon Han and Kyu-Sun Yum
Brain Sci. 2025, 15(2), 170; https://doi.org/10.3390/brainsci15020170 - 10 Feb 2025
Cited by 1 | Viewed by 1373
Abstract
Background: Transient ischemic attack (TIA) is a recognized precursor of stroke that also indicates a high risk of recurrence. The Hyperintense Acute Reperfusion Marker (HARM), which is linked to blood–brain barrier disruption, may serve as a novel imaging biomarker for TIA. Methods: A [...] Read more.
Background: Transient ischemic attack (TIA) is a recognized precursor of stroke that also indicates a high risk of recurrence. The Hyperintense Acute Reperfusion Marker (HARM), which is linked to blood–brain barrier disruption, may serve as a novel imaging biomarker for TIA. Methods: A retrospective cohort study of 715 patients with TIA evaluated the predictive value of HARM for stroke recurrence and its association with TOAST subtype. Imaging findings, including those of diffusion-weighted imaging, were analyzed using logistic regression. Results: HARM-positive patients had significantly higher recurrence rates at 3 months (20.9%; odds ratio [OR] = 5.3) and 1 year (30.2%; OR = 5.8) compared to HARM-negative patients, relative to other imaging markers (p < 0.001). HARM was significantly associated with the cardioembolic stroke (p < 0.001). Conclusions: HARM is a promising imaging biomarker for predicting stroke recurrence and etiology in patients experiencing TIA. Incorporating HARM into clinical frameworks may enhance diagnostic and prognostic accuracy. Full article
(This article belongs to the Section Neurotechnology and Neuroimaging)
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12 pages, 2072 KB  
Article
Cardiac CT in Large Vessel Occlusion Stroke for the Evaluation of Non-Thrombotic and Non-Atrial-Fibrillation-Related Embolic Causes
by Karim Mostafa, Cosima Wünsche, Sarah Krutmann, Carmen Wolf, Schekeb Aludin, Naomi Larsen, Alexander Seiler, Domagoj Schunk, Olav Jansen, Hatim Seoudy and Patrick Langguth
Neurol. Int. 2025, 17(2), 25; https://doi.org/10.3390/neurolint17020025 - 7 Feb 2025
Viewed by 2170
Abstract
Background: The purpose of this study is the evaluation of imaging findings of acute-phase cardiac CT (cCT) in stroke patients with large vessel occlusion (LVO) to identify potential cardioembolic sources (CES) in patients without intracardiac thrombi and atrial fibrillation (AF). Material and Methods: [...] Read more.
Background: The purpose of this study is the evaluation of imaging findings of acute-phase cardiac CT (cCT) in stroke patients with large vessel occlusion (LVO) to identify potential cardioembolic sources (CES) in patients without intracardiac thrombi and atrial fibrillation (AF). Material and Methods: This retrospective study included 315 patients with LVO who underwent cCT imaging in the acute stroke setting. The images were analysed for 15 imaging findings following the established minor and major cardioembolic risk factors. The final stroke aetiology was determined using the TOAST classification through interdisciplinary consensus following a thorough clinical evaluation. Multivariate regression analysis was performed to identify imaging findings associated with CES. Results: A cardioembolic aetiology was identified on cardiac CT in 211 cases (70%). After adjustment for AF and intracardiac thrombi, the multivariate regression analysis revealed significant associations with left ventricular dilation (adjusted odds-ratio (AOR) 32.4; 95% CI 3.0–349; p = 0.004), visible interatrial right-to-left shunt (AOR 30.8; 95% CI 2.7–341.3; p = 0.006), valve implants (AOR 24.5; 95% CI 2.2–270.9; p = 0.009), aortic arch atheroma grade > II (AOR 6.9; 95% CI 1.5–32.8; p = 0.015) and post-ischaemic myocardial scars (AOR 6.3, 95% CI 1.2–34.1; p = 0.032) as independent risk factors for a cardioembolic aetiology. The combined model achieved an area under the ROC curve of 0.83. Conclusions: In patients with LVO without AF and intracardiac thrombi as a cause, the presence of left ventricular dilatation, interatrial right-to-left shunts, valve implants, post-ischaemic myocardial scarring and advanced aortic arch atheroma (grade > 2) in particular is significantly associated with a cardioembolic cause of stroke and should be add-on evaluated in acute-phase cCT. Further investigations are warranted to confirm these associations. Full article
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15 pages, 477 KB  
Article
Stroke Demographics, Risk Factors, Subtypes, Syndromes, Mechanisms and Inter-Ethnic Differences between Chinese, Malays and Indians in Singapore—A Hospital-Based Study
by Narayanaswamy Venketasubramanian
J. Cardiovasc. Dev. Dis. 2024, 11(6), 180; https://doi.org/10.3390/jcdd11060180 - 12 Jun 2024
Cited by 4 | Viewed by 3303
Abstract
Disparities in stroke may be due to socioeconomics, demographics, risk factors (RF) and ethnicity. Asian data are scant. This retrospective hospital-based study aimed to explore demographics, RF, stroke subtypes and mechanisms among the Chinese, Malays and Indians in Singapore. Stroke was subtyped into [...] Read more.
Disparities in stroke may be due to socioeconomics, demographics, risk factors (RF) and ethnicity. Asian data are scant. This retrospective hospital-based study aimed to explore demographics, RF, stroke subtypes and mechanisms among the Chinese, Malays and Indians in Singapore. Stroke was subtyped into haemorrhagic stroke (HS) and ischaemic stroke (IS). For IS, the clinical syndrome was classified using the Oxfordshire Community Stroke Project (OCSP) classification while the stroke mechanism was categorised using the Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification. During the study period 1 June 2015 to 31 December 2023, data were collected on 1165 patients, with a mean age of 65.6 ± 12.9 yr; 47.4% were female, 83% were Chinese and hypertension (63.5%) and hyperlipidaemia (60.3%) were the most common RF. HS comprised 23.5% (95%CI 21.1–26.1%) (intracerebral 21.7%, subarachnoid 1.3%) of the patients, while IS comprised 76.5% (95%CI 73.9–78.9%) (small artery occlusion 29.0%, cardioembolism 13.3%, large artery atherosclerosis 9.4%, stroke of other determined aetiology 6.2%, stroke of undetermined aetiology 18.6%); 55% of patients had lacunar syndrome. A multivariable analysis showed that HS was associated with ethnicity (p = 0.044), diabetes mellitus (OR 0.27, 95%CI 0.18–0.41, p < 0.001) and smoking (OR 0.47, 95%CI 0.34–0.64, p < 0.001). There were no significant inter-ethnic differences by the OCSP (p = 0.31) or TOAST (p = 0.103) classification. While differences in stroke subtype in Asia may be due to RF, ethnicity has a role. More studies are needed to further explore this. Full article
(This article belongs to the Special Issue Stroke: Risk Factors, Mechanisms, Outcomes and Ethnicity)
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11 pages, 1444 KB  
Article
Association of the Neutrophil-to-Lymphocyte Ratio with 90-Day Functional Outcomes in Patients with Acute Ischemic Stroke
by Licong Chen, Lulu Zhang, Yidan Li, Quanquan Zhang, Qi Fang and Xiang Tang
Brain Sci. 2024, 14(3), 250; https://doi.org/10.3390/brainsci14030250 - 4 Mar 2024
Cited by 8 | Viewed by 3294
Abstract
The neutrophil-to-lymphocyte ratio (NLR), an inflammatory marker, plays an important role in the inflammatory mechanisms of the pathophysiology and progression of acute ischemic stroke (AIS). The aim of this study was to identify the potential factors associated with functional prognosis in AIS. A [...] Read more.
The neutrophil-to-lymphocyte ratio (NLR), an inflammatory marker, plays an important role in the inflammatory mechanisms of the pathophysiology and progression of acute ischemic stroke (AIS). The aim of this study was to identify the potential factors associated with functional prognosis in AIS. A total of 303 AIS patients were enrolled in this study; baseline information of each participant, including demographic characteristics, medical history, laboratory data, and 90-day functional outcome, was collected. Multivariate logistic regression analysis revealed that NLR, systolic blood pressure (SBP) and National Institutes of Health Stroke Scale (NIHSS) score were found to be independent factors for poor functional outcomes. Receiver operating characteristic (ROC) curve analysis was performed to estimate the predictive value of the NLR for 90-day functional outcome, with the best predictive cutoff value being 3.06. In the multivariate logistic regression analysis, three models were constructed: Model 1, adjusted for age, sex, SBP, and TOAST classification (AUC = 0.694); Model 2, further adjusted for the NIHSS score at admission (AUC = 0.826); and Model 3, additionally adjusted for the NLR (AUC = 0.829). The NLR at admission was an independent predictor of 90-day prognosis in patients with AIS. The risk factors related to poor 90-day functional outcomes were higher SBP, higher NLR, and a greater NIHSS score. Full article
(This article belongs to the Special Issue Post-stroke Rehabilitation)
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17 pages, 1283 KB  
Review
A Narrative Review of Stroke of Cortical Hand Knob Area
by Jamir Pitton Rissardo, Vishnu Vardhan Byroju, Sushni Mukkamalla and Ana Letícia Fornari Caprara
Medicina 2024, 60(2), 318; https://doi.org/10.3390/medicina60020318 - 13 Feb 2024
Cited by 4 | Viewed by 10096
Abstract
The cortical hand knob region of the brain is a knob-like segment of the precentral gyrus, projecting into the middle genu of the central sulcus. This anatomic landmark is responsible for intricate control of hand motor movements and has often been implicated in [...] Read more.
The cortical hand knob region of the brain is a knob-like segment of the precentral gyrus, projecting into the middle genu of the central sulcus. This anatomic landmark is responsible for intricate control of hand motor movements and has often been implicated in motor weakness following stroke. In some instances, damage to this area has been mistaken for peripheral causes of hand weakness. Our article aims to consolidate clinically relevant information on the cortical hand knob area in a comprehensive review to guide clinicians regarding diagnosis and treatment strategies. We conducted a systematic search within the Medline/PubMed database for reports of strokes in the cortical hand knob region. All studies were published electronically up until December 2023. The search was conducted using the keyword “hand knob”. A total of 24 reports containing 150 patients were found. The mean and median ages were 65 and 67 years, respectively. Sixty-two percent of the individuals were male. According to the TOAST criteria for the classification of the stroke, 59 individuals had a stroke due to large-artery atherosclerosis, 8 had small-vessel occlusion, 20 had cardioembolism, 25 were determined, and 38 were undetermined. The most common etiologies for stroke in the hand knob area can be attributed to large vessel occlusions, small vessel occlusions, or cardioembolism. Presentations following damage to this area can mimic ulnar, median, or radial neuropathy as well. Our comprehensive review serves as a resource for recognizing and managing stroke in the cortical hand knob area. Full article
(This article belongs to the Section Neurology)
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19 pages, 750 KB  
Review
Artificial Intelligence in Acute Ischemic Stroke Subtypes According to Toast Classification: A Comprehensive Narrative Review
by Giuseppe Miceli, Maria Grazia Basso, Giuliana Rizzo, Chiara Pintus, Elena Cocciola, Andrea Roberta Pennacchio and Antonino Tuttolomondo
Biomedicines 2023, 11(4), 1138; https://doi.org/10.3390/biomedicines11041138 - 10 Apr 2023
Cited by 31 | Viewed by 9104
Abstract
The correct recognition of the etiology of ischemic stroke (IS) allows tempestive interventions in therapy with the aim of treating the cause and preventing a new cerebral ischemic event. Nevertheless, the identification of the cause is often challenging and is based on clinical [...] Read more.
The correct recognition of the etiology of ischemic stroke (IS) allows tempestive interventions in therapy with the aim of treating the cause and preventing a new cerebral ischemic event. Nevertheless, the identification of the cause is often challenging and is based on clinical features and data obtained by imaging techniques and other diagnostic exams. TOAST classification system describes the different etiologies of ischemic stroke and includes five subtypes: LAAS (large-artery atherosclerosis), CEI (cardio embolism), SVD (small vessel disease), ODE (stroke of other determined etiology), and UDE (stroke of undetermined etiology). AI models, providing computational methodologies for quantitative and objective evaluations, seem to increase the sensitivity of main IS causes, such as tomographic diagnosis of carotid stenosis, electrocardiographic recognition of atrial fibrillation, and identification of small vessel disease in magnetic resonance images. The aim of this review is to provide overall knowledge about the most effective AI models used in the differential diagnosis of ischemic stroke etiology according to the TOAST classification. According to our results, AI has proven to be a useful tool for identifying predictive factors capable of subtyping acute stroke patients in large heterogeneous populations and, in particular, clarifying the etiology of UDE IS especially detecting cardioembolic sources. Full article
(This article belongs to the Special Issue Artificial Intelligence in the Detection of Diseases)
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27 pages, 1143 KB  
Review
Artificial Intelligence in Symptomatic Carotid Plaque Detection: A Narrative Review
by Giuseppe Miceli, Giuliana Rizzo, Maria Grazia Basso, Elena Cocciola, Andrea Roberta Pennacchio, Chiara Pintus and Antonino Tuttolomondo
Appl. Sci. 2023, 13(7), 4321; https://doi.org/10.3390/app13074321 - 29 Mar 2023
Cited by 17 | Viewed by 7453
Abstract
Identifying atherosclerotic disease is the mainstay for the correct diagnosis of the large artery atherosclerosis ischemic stroke subtype and for choosing the right therapeutic strategy in acute ischemic stroke. Classification into symptomatic and asymptomatic plaque and estimation of the cardiovascular risk are essential [...] Read more.
Identifying atherosclerotic disease is the mainstay for the correct diagnosis of the large artery atherosclerosis ischemic stroke subtype and for choosing the right therapeutic strategy in acute ischemic stroke. Classification into symptomatic and asymptomatic plaque and estimation of the cardiovascular risk are essential to select patients eligible for pharmacological and/or surgical therapy in order to prevent future cerebral ischemic events. The difficulties in a “vulnerability” definition and the methodical issues concerning its detectability and quantification are still subjects of debate. Non-invasive imaging studies commonly used to detect arterial plaque are computed tomographic angiography, magnetic resonance imaging, and ultrasound. Characterization of a carotid plaque type using the abovementioned imaging modalities represents the basis for carotid atherosclerosis management. Classification into symptomatic and asymptomatic plaque and estimation of the cardiovascular risk are essential to select patients eligible for pharmacological and/or surgical therapy in order to prevent future cerebral ischemic events. In this setting, artificial intelligence (AI) can offer suggestive solutions for tissue characterization and classification concerning carotid artery plaque imaging by analyzing complex data and using automated algorithms to obtain a final output. The aim of this review is to provide overall knowledge about the role of AI models applied to non-invasive imaging studies for the detection of symptomatic and vulnerable carotid plaques. Full article
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13 pages, 831 KB  
Article
Collateral Circulation and BNP in Predicting Outcome of Acute Ischemic Stroke Patients with Atherosclerotic versus Cardioembolic Cerebral Large-Vessel Occlusion Who Underwent Endovascular Treatment
by Ruoyao Cao, Yao Lu, Peng Qi, Yanyan Wang, Hailong Hu, Yun Jiang, Min Chen and Juan Chen
Brain Sci. 2023, 13(4), 539; https://doi.org/10.3390/brainsci13040539 - 24 Mar 2023
Cited by 7 | Viewed by 2681
Abstract
Purpose: The aim of this study was to verify the value of collateral circulation and B-type natriuretic peptide (BNP) in predicting clinical outcomes of patients with acute ischemic stroke (AIS) and their biomarker value for stroke subtypes before endovascular treatment (EVT). Patients and [...] Read more.
Purpose: The aim of this study was to verify the value of collateral circulation and B-type natriuretic peptide (BNP) in predicting clinical outcomes of patients with acute ischemic stroke (AIS) and their biomarker value for stroke subtypes before endovascular treatment (EVT). Patients and Methods: In this retrospective study, 182 patients who underwent EVT for unilateral anterior circulation large-vessel occlusion between March 2016 and January 2022 were analyzed. The modified collateral circulation scoring system on four-dimensional computed tomography angiography (4D CTA-CS) was used to assess collateral status, and stroke subtypes were determined according to the TOAST classification criteria. Patients were divided into good (mRS ≤ 2) and poor outcome (mRS > 2) groups based on their modified Rankin Scale (mRS) score at 3 months. Results: 4D CTA-CS was an independent predictor of the clinical outcome for all AIS patients (odds ratio = 0.253; 95% CI, 0.147–0.437; p < 0.001), CE stroke patients (odds ratio = 0.513; 95% CI, 0.280–0.939; p = 0.030), and LAA stroke patients (odds ratio = 0.148; 95% CI, 0.049–0.447; p = 0.001). The BNP was a biomarker for clinical outcome prediction in CE (odds ratio = 1.004; 95% CI, 1.001–1.008; p = 0.005) but not in LAA patients. Combined with BNP, 4D CTA-CS improved predictive values for clinical outcomes (p < 0.05). Conclusion: Collateral status and BNP could be used as independent predictors of clinical outcomes in AIS patients and could determine stroke subtypes (CE stroke or LAA stroke). In addition, the model of 4D CTA-CS combined with BNP was the most effective in predicting clinical outcomes compared with collateral status or BNP alone. Full article
(This article belongs to the Topic Diagnosis and Management of Acute Ischemic Stroke)
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20 pages, 2878 KB  
Article
Characterisation of Refined Marc Distillates with Alternative Oak Products Using Different Analytical Approaches
by Maurizio Petrozziello, Laura Rosso, Chiara Portesi, Andriani Asproudi, Federica Bonello, Tiziana Nardi, Andrea Mario Rossi, Consolato Schiavone, Stefano Scuppa, Simone Cantamessa, Matteo Pollon and Pier Mario Chiarabaglio
Appl. Sci. 2022, 12(17), 8444; https://doi.org/10.3390/app12178444 - 24 Aug 2022
Cited by 4 | Viewed by 2578
Abstract
The use of oak barrel alternatives, including oak chips, oak staves and oak powder, is quite common in the production of spirits obtained from the distillation of vegetal fermented products such as grape pomace. This work explored the use of unconventional wood formats [...] Read more.
The use of oak barrel alternatives, including oak chips, oak staves and oak powder, is quite common in the production of spirits obtained from the distillation of vegetal fermented products such as grape pomace. This work explored the use of unconventional wood formats such as peeled and sliced wood. The use of poplar wood was also evaluated to verify its technological uses to produce aged spirits. To this aim, GC-MS analyses were carried out to obtain an aromatic characterisation of experimental distillates treated with these products. Moreover, the same spirits were studied for classification purposes using NMR, NIR and e-nose. A significant change in the original composition of grape pomace distillate due to sorption phenomena was observed; the intensity of this effect was greater for poplar wood. The release of aroma compounds from wood depended both on the toasting level and wood assortment. Higher levels of xylovolatiles, namely, whisky lactone, were measured in samples aged using sliced woods. Both the NIR and NMR analyses highlighted similarities among samples refined with oak tablets, differentiating them from the other wood types. Finally, E-nose seemed to be a promising alternative to spectroscopic methods both for the simplicity of sample preparation and method portability. Full article
(This article belongs to the Special Issue Novel Analytical Methods Applied to Food and Environment)
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