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27 pages, 2385 KiB  
Review
Butyrate Produced by Gut Microbiota Regulates Atherosclerosis: A Narrative Review of the Latest Findings
by Leon M. T. Dicks
Int. J. Mol. Sci. 2025, 26(14), 6744; https://doi.org/10.3390/ijms26146744 - 14 Jul 2025
Viewed by 641
Abstract
Atherosclerosis (AS), a progressive inflammatory disease of coronary arteries, the aorta, and the internal carotid artery, is considered one of the main contributors to cardiovascular disorders. Blood flow is restricted by accumulating lipid-rich macrophages (foam cells), calcium, fibrin, and cellular debris into plaques [...] Read more.
Atherosclerosis (AS), a progressive inflammatory disease of coronary arteries, the aorta, and the internal carotid artery, is considered one of the main contributors to cardiovascular disorders. Blood flow is restricted by accumulating lipid-rich macrophages (foam cells), calcium, fibrin, and cellular debris into plaques on the intima of arterial walls. Butyrate maintains gut barrier integrity and modulates immune responses. Butyrate regulates G-protein-coupled receptor (GPCR) signaling and activates nuclear factor kappa-B (NF-κB), activator protein-1 (AP-1), and interferon regulatory factors (IFRs) involved in the production of proinflammatory cytokines. Depending on the inflammatory stimuli, butyrate may also inactivate NF-κB, resulting in the suppression of proinflammatory cytokines and the stimulation of anti-inflammatory cytokines. Butyrate modulates mitogen-activated protein kinase (MAPK) to promote or suppress macrophage inflammation, muscle cell growth, apoptosis, and the uptake of oxidized low-density lipoprotein (ox-LDL) in macrophages. Activation of the peroxisome proliferator-activated receptor γ (PPARγ) pathway plays a role in lipid metabolism, inflammation, and cell differentiation. Butyrate inhibits interferon γ (IFN-γ) signaling and suppresses NOD-, LRR-, and pyrin domain-containing protein 3 (NLRP3) involved in inflammation and scar tissue formation. The dual role of butyrate in AS is discussed by addressing the interactions between butyrate, intestinal epithelial cells (IECs), endothelial cells (ECs) of the main arteries, and immune cells. Signals generated from these interactions may be applied in the diagnosis and intervention of AS. Reporters to detect early AS is suggested. This narrative review covers the most recent findings published in PubMed and Crossref databases. Full article
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25 pages, 1297 KiB  
Review
Atherosclerosis and Insulin Resistance: Is There a Link Between Them?
by Alina Diduța Brie, Ruxandra Maria Christodorescu, Roxana Popescu, Ovidiu Adam, Alexandru Tîrziu and Daniel Miron Brie
Biomedicines 2025, 13(6), 1291; https://doi.org/10.3390/biomedicines13061291 - 23 May 2025
Viewed by 1320
Abstract
Cardiovascular disease remains the leading cause of morbidity and mortality worldwide, especially in regions like Eastern Europe, South Asia, and Latin America. A significant portion of these cases (80%) is linked to atherosclerosis, which can lead to severe conditions like ischemic heart disease [...] Read more.
Cardiovascular disease remains the leading cause of morbidity and mortality worldwide, especially in regions like Eastern Europe, South Asia, and Latin America. A significant portion of these cases (80%) is linked to atherosclerosis, which can lead to severe conditions like ischemic heart disease and stroke, with atherosclerosis (ATS) responsible for the majority of cases. This review explores the multifaceted relationship between insulin resistance (IR) and ATS, highlighting their roles as both independent and interrelated contributors to cardiovascular risk. ATS is characterized by lipid accumulation and chronic inflammation within arterial walls, driven by factors such as hypertension, dyslipidemia, and genetic predisposition, with endothelial dysfunction as a key early event. The early detection of subclinical ATS is critical and can be achieved through a combination of non-invasive imaging techniques—such as coronary artery calcium scoring and carotid ultrasound—and comprehensive risk profiling. IR, marked by impaired glucose uptake in liver, muscle, and adipose tissue, often precedes early diabetes and is associated with metabolic disturbances, including dyslipidemia and chronic inflammation. The diagnosis of IR relies on surrogate indices such as HOMA-IR, the QUICKI, and the TyG index, which facilitate screening in clinical practice. Compelling evidence indicates that IR independently predicts the progression of atherosclerotic plaques, even in non-diabetic individuals, and operates through both traditional risk factors and direct vascular effects. Understanding and targeting the IR–ATS axis is essential for the effective prevention and management of cardiovascular disease. Full article
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17 pages, 2405 KiB  
Case Report
Blurred by a “Puff of Smoke”—A Case-Based Review on the Challenging Recognition of Coexisting CNS Demyelinating Disease and Moyamoya Angiopathy
by Isabella Canavero, Nicola Rifino, Carlo Antozzi, Valentina Caldiera, Elena Colombo, Tatiana Carrozzini, Giuseppe Ganci, Paolo Ferroli, Francesco Acerbi, Benedetta Storti, Giorgio Battista Boncoraglio, Antonella Potenza, Giuliana Pollaci, Gemma Gorla, Elisa Ciceri, Patrizia De Marco, Laura Gatti and Anna Bersano
Int. J. Mol. Sci. 2025, 26(11), 5030; https://doi.org/10.3390/ijms26115030 - 23 May 2025
Cited by 1 | Viewed by 609
Abstract
Moyamoya angiopathy (MMA) is a cerebrovascular disease determining chronic progressive steno-occlusion of the supraclinoid internal carotid arteries and their main branches. The pathogenesis of MMA remains largely unknown. Multiple sclerosis (MS) is a chronic, inflammatory, demyelinating disease of the central nervous system characterized [...] Read more.
Moyamoya angiopathy (MMA) is a cerebrovascular disease determining chronic progressive steno-occlusion of the supraclinoid internal carotid arteries and their main branches. The pathogenesis of MMA remains largely unknown. Multiple sclerosis (MS) is a chronic, inflammatory, demyelinating disease of the central nervous system characterized by the progressive accumulation of focal demyelinating lesions, whose pathophysiology has been theorized but still incompletely understood. Beyond misdiagnoses due to mimicking features among the two disorders, MS coexisting with MMA have been previously, rarely, reported. Herein, we present two other cases of patients with MMA with a concomitant, previously missed, diagnosis of MS and discuss their overlapping features as a hint for a potentially shared pathophysiology. The finding of typical angiographic features enables MMA diagnosis, yet it does not allow us to rule out other potentially concomitant disorders affecting the CNS. The association may be easily missed if the clinical/neuroradiological picture is not carefully assessed. Cerebral spinal fluid analysis and spine neuroimaging should be suggested in all MMA patients with atypical MRI lesions. Full article
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21 pages, 3850 KiB  
Systematic Review
Thermography in Stroke—A Systematic Review
by Anna Podlasek, Ivo Petrov, Zoran Stankov, Kenneth Snyder, Carlos Alejandro Alvarez, Piotr Musialek and Iris Q. Grunwald
Medicina 2025, 61(5), 854; https://doi.org/10.3390/medicina61050854 - 6 May 2025
Viewed by 720
Abstract
Background and Objectives: Thermography is a non-invasive diagnostic technique that measures skin surface temperatures to reflect normal or abnormal physiology. This review explores the clinical utility of thermography in diagnosing and monitoring stroke, with an emphasis on its clinical applications. Materials and [...] Read more.
Background and Objectives: Thermography is a non-invasive diagnostic technique that measures skin surface temperatures to reflect normal or abnormal physiology. This review explores the clinical utility of thermography in diagnosing and monitoring stroke, with an emphasis on its clinical applications. Materials and Methods: This systematic review followed PRISMA guidelines, with a protocol published prior to analysis. Three databases were screened up to end of 2024. Article selection was conducted in two stages: title and abstract screening using Rayyan®, followed by full-text eligibility assessment. Discrepancies were resolved through consensus. Risk of bias assessment was performed with ROBINS-I. Narrative synthesis was planned in addition to descriptive statistics. Results: A total of 20 studies were included after screening 277 records. Thermography emerged as a promising tool for stroke patients in both the acute and chronic phases. In the acute phase, it demonstrated potential in detecting early signs of carotid occlusive disease by identifying temperature differences in the forehead or neck regions. Additionally, thermography contributed to the differential diagnosis of Wallenberg syndrome. In the chronic phase, it exhibited clinical utility in monitoring rehabilitation progress. Conclusions: Thermography shows promise as a non-invasive tool for stroke assessment and monitoring. While preliminary studies suggest physiological relevance, its clinical utility remains investigational and requires further validation. Full article
(This article belongs to the Special Issue Stroke: Diagnostic Approaches and Therapies: 2nd Edition)
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16 pages, 9363 KiB  
Article
Advanced Detection and Therapeutic Monitoring of Atherosclerotic Plaque Using CD36-Targeted Lipid Core Probe
by Tingting Gao, Siqi Gao, Maolin Qiao, Chuanlong Lu, Heng Wang, Hongjiu Zhang, Lizheng Li, Shule Wang, Ruijing Zhang and Honglin Dong
Pharmaceutics 2025, 17(4), 444; https://doi.org/10.3390/pharmaceutics17040444 - 30 Mar 2025
Viewed by 631
Abstract
Background: Atherosclerotic diseases, including coronary heart disease and cerebrovascular disease, are leading causes of morbidity and mortality worldwide. Atherosclerosis is a chronic vascular condition marked by the accumulation of lipid plaque within arterial walls. These plaques can become unstable and rupture, leading to [...] Read more.
Background: Atherosclerotic diseases, including coronary heart disease and cerebrovascular disease, are leading causes of morbidity and mortality worldwide. Atherosclerosis is a chronic vascular condition marked by the accumulation of lipid plaque within arterial walls. These plaques can become unstable and rupture, leading to thrombosis and subsequent cardiovascular events. Therefore, early identification of vulnerable plaque is critical for preventing such events. Objectives: This study aims to develop a novel imaging platform for atherosclerotic plaque by designing a molecular imaging probe based on fluorescent molecules that target lipid necrotic cores. The goal is to specifically detect high-risk plaque, enabling early diagnosis and intervention. Methods: Bioinformatic analysis and immunofluorescence were used to detect CD36 expression in human carotid plaque. CD36pep-ICG was synthesized using the Fmoc solid-phase peptide method. A series of experiments was conducted to characterize the probe’s properties. To assess imaging performance, probe concentration gradients were tested using FLI equipment. Ex vivo imaging was performed on atherosclerotic mice and treatment models to evaluate the probe’s targeting ability and effectiveness in monitoring disease progression. Results: The CD36 expression was significantly elevated in the core of plaque compared to distal regions. The CD36pep-ICG probe, specifically designed to target lipids, was successfully synthesized and exhibited excellent fluorescence properties. In animal models, FLI imaging demonstrated that the CD36pep-ICG probe selectively accumulated in atherosclerotic plaque, enabling precise plaque detection. Moreover, the probe was used to monitor the therapeutic efficacy of anti-atherosclerotic drugs. Conclusions: The CD36pep-ICG probe developed in this study is an effective molecular imaging tool for the specific identification of vulnerable atherosclerotic plaque, offering a novel approach for early diagnosis and treatment. Additionally, the probe shows promise in tracking the therapeutic effects of the drug, potentially advancing the precision treatment of cardiovascular diseases. Full article
(This article belongs to the Section Drug Targeting and Design)
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11 pages, 408 KiB  
Article
Results from Cardiovascular Examination Do Not Predict Cerebrovascular Macroangiopathy: Data from a Prospective, Bicentric Cohort Study
by Johanna Lepek, Michael Linnebank, Lars Bansemir and Axel Kloppe
J. Clin. Med. 2025, 14(7), 2366; https://doi.org/10.3390/jcm14072366 - 29 Mar 2025
Viewed by 543
Abstract
Background: There is a large overlap in the risk profiles and pathophysiologies of coronary artery disease (CAD) and cerebrovascular macroangiopathy. Therefore, this study aimed to analyse whether findings in CAD examination by coronary angiography or cardio-computer tomography (cardio-CT) are predictive of cerebrovascular macroangiopathy. [...] Read more.
Background: There is a large overlap in the risk profiles and pathophysiologies of coronary artery disease (CAD) and cerebrovascular macroangiopathy. Therefore, this study aimed to analyse whether findings in CAD examination by coronary angiography or cardio-computer tomography (cardio-CT) are predictive of cerebrovascular macroangiopathy. Methods: Our study was a prospective, bicentric, cross-sectional cohort study. A total of 191 patients without earlier CAD diagnosis who underwent a cardio-CT scan or coronary angiography for the screening of CAD during clinical routine were serially included. Two groups were formed based on the criterion of CAD (yes/no), and both were subsequently examined using sonography of the carotids. The CAD scores Syntax score I, Agatston equivalent score, and CAD-RADS score as well as AHA classification were determined. In cerebrovascular examinations, plaques and stenoses of the internal carotid artery (ICA) and the intima-media thickness (IMT) of the common carotid artery were analysed. Demographic and medical data such as the presence of arterial hypertension, diabetes mellitus, obesity, nicotine abuse, and dyslipidaemia were documented. The primary endpoint was the nominal association between CAD and ICA stenosis controlled for age and gender; secondary endpoints were correlations between ICA stenoses and CAD scores. Results: Of the 191 serially recruited patients (58% male, 65 ± 11 yrs.), 101 fulfilled CAD criteria; 90 did not. Of all patients, 137 had ICA plaques, and 11 thereof had an ICA stenosis ≥ 50%. No association was found between CAD and ICA stenosis (Wald = 0.24; p = 0.624). Accordingly, there was no association between IMT and Syntax score I (Wald = 0.38; p = 0.706), Agatston equivalent score (Wald = 0.89; p = 0.380), CAD-RADS score (Wald = 0.90; p = 0.377), or AHA classification (Wald = 0.21; p = 0.837). Common cardiovascular risk factors, i.e., arterial hypertension (Wald = 4.47; p = 0.034), diabetes mellitus (Wald = 7.61; p = 0.006), and nicotine abuse (Wald = 0.83; p = 0.028), were associated with newly diagnosed CAD but not with ICA plaques, stenosis, or increased IMT. Conclusions: In our cohort, newly diagnosed CAD was associated with typical risk factors. However, neither CAD nor these risk factors were associated with cerebrovascular disease. This suggests that in patients without prior CAD diagnosis, findings from CAD examinations might not be reliably predictive of cerebrovascular disease. Full article
(This article belongs to the Special Issue Advances in Coronary Artery Disease)
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18 pages, 7130 KiB  
Article
Improving Cerebrovascular Imaging with Deep Learning: Semantic Segmentation for Time-of-Flight Magnetic Resonance Angiography Maximum Intensity Projection Image Enhancement
by Tomonari Yamada, Takaaki Yoshimura, Shota Ichikawa and Hiroyuki Sugimori
Appl. Sci. 2025, 15(6), 3034; https://doi.org/10.3390/app15063034 - 11 Mar 2025
Viewed by 950
Abstract
Magnetic Resonance Angiography (MRA) is widely used for cerebrovascular assessment, with Time-of-Flight (TOF) MRA being a common non-contrast imaging technique. However, maximum intensity projection (MIP) images generated from TOF-MRA often include non-essential vascular structures such as external carotid branches, requiring manual editing for [...] Read more.
Magnetic Resonance Angiography (MRA) is widely used for cerebrovascular assessment, with Time-of-Flight (TOF) MRA being a common non-contrast imaging technique. However, maximum intensity projection (MIP) images generated from TOF-MRA often include non-essential vascular structures such as external carotid branches, requiring manual editing for accurate visualization of intracranial arteries. This study proposes a deep learning-based semantic segmentation approach to automate the removal of these structures, enhancing MIP image clarity while reducing manual workload. Using DeepLab v3+, a convolutional neural network model optimized for segmentation accuracy, the method achieved an average Dice Similarity Coefficient (DSC) of 0.9615 and an Intersection over Union (IoU) of 0.9261 across five-fold cross-validation. The developed system processed MRA datasets at an average speed of 16.61 frames per second, demonstrating real-time feasibility. A dedicated software tool was implemented to apply the segmentation model directly to DICOM images, enabling fully automated MIP image generation. While the model effectively removed most external carotid structures, further refinement is needed to improve venous structure suppression. These results indicate that deep learning can provide an efficient and reliable approach for automated cerebrovascular image processing, with potential applications in clinical workflows and neurovascular disease diagnosis. Full article
(This article belongs to the Special Issue MR-Based Neuroimaging)
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15 pages, 5447 KiB  
Review
Shear Wave Elastography for Carotid Artery Stiffness: Ready for Prime Time?
by Dimitrios Kavvadas, Vasileios Rafailidis, Sasan Partovi, Thomas Tegos, Zoi Kallia, Panagiotis Savvoulidis, Theodora Papamitsou and Panos Prassopoulos
Diagnostics 2025, 15(3), 303; https://doi.org/10.3390/diagnostics15030303 - 27 Jan 2025
Viewed by 1438
Abstract
Carotid artery stiffness is associated with aging and atherosclerotic disease, leading to cerebrovascular events. Shear Wave Elastography (SWE) is a novel ultrasound technique offering a direct, quantitative assessment of the arterial wall elasticity. The aim of this study is to validate the technical [...] Read more.
Carotid artery stiffness is associated with aging and atherosclerotic disease, leading to cerebrovascular events. Shear Wave Elastography (SWE) is a novel ultrasound technique offering a direct, quantitative assessment of the arterial wall elasticity. The aim of this study is to validate the technical feasibility of SWE in measuring carotid stiffness (CS). A literature search was performed across the PubMed and Scopus databases, with keywords including “carotid stiffness”, “Shear Wave Elastography”, “atherosclerosis”, and “vascular elasticity”. The findings reveal the potential of SWE in quantifying carotid Intima–Media Complex (IMC) stiffness, with implications for the early diagnosis of vascular disease, aiding in clinical decision making and prognostic assessment. Based on the findings of the literature search, a small pilot study was conducted involving 10 participants, using the Philips EPIQ Elite system for the SWE measurements. The technical analysis revealed optimizing the region of interest (ROI) size, probe positioning, and cine-loop analysis as crucial factors for obtaining accurate results. The results of the literature review and small pilot study demonstrate the potential of SWE as a non-invasive method for assessing carotid stiffness. Certain technical adjustments, such as smaller ROIs and careful probe placement, improved the accuracy and repeatability of carotid SWE measurements. Further studies are needed to assess and standardize carotid SWE across larger patient populations. Full article
(This article belongs to the Special Issue Current Perspectives and Advances in Ultrasound Imaging)
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11 pages, 5368 KiB  
Article
A Novel Method Combining Radial Projection with Simultaneous Multislice Imaging for Measuring Cerebrovascular Pulse Wave Velocity
by Jeong-Min Shim, Chang-Ki Kang and Young-Don Son
Appl. Sci. 2025, 15(2), 997; https://doi.org/10.3390/app15020997 - 20 Jan 2025
Viewed by 930
Abstract
Magnetic resonance imaging (MRI) using a simultaneous multislice technique can measure dynamic vascular elasticity over time. However, conventional k-space undersampling can cause signal interference, owing to vertical projection between blood vessels within the same hemisphere. Here, we proposed a radial projection method that [...] Read more.
Magnetic resonance imaging (MRI) using a simultaneous multislice technique can measure dynamic vascular elasticity over time. However, conventional k-space undersampling can cause signal interference, owing to vertical projection between blood vessels within the same hemisphere. Here, we proposed a radial projection method that can reduce signal interference between the blood vessels and aimed to verify the theoretical and practical effects of this method. A dataset from the internal and common carotid arteries (ICA and CCA) was used for both projection methods. Pulse wave velocity (PWV) was calculated using the ICA and CCA time series, and the methods were compared using the mean absolute error of PWV. The feasibility of the radial projection method in an actual MRI environment was also evaluated. PWVs of the radial projection method were statistically indistinguishable from the ground truth. And the radial projection method was less sensitive to background noise levels and showed similar results to the ground truth. This method could effectively avoid signal interference between vessels and was feasible for use in real MRI environments, maintaining high temporal resolution even with fewer sampling timepoints. Therefore, it can contribute to the early diagnosis and treatment of cerebrovascular diseases through accurate and dynamic PWV measurements. Full article
(This article belongs to the Special Issue MR-Based Neuroimaging)
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11 pages, 831 KiB  
Article
Arterial Stiffness as a New Predictor of Clinical Outcome in Patients with Polycythemia Vera
by Olga Mulas, Alessandro Sestu, Alessandro Costa, Salvatore Chessa, Carla Vargiu, Ludovica Corda, Francesca Pittau, Giorgio La Nasa, Giovanni Caocci and Angelo Scuteri
J. Clin. Med. 2024, 13(22), 6811; https://doi.org/10.3390/jcm13226811 - 13 Nov 2024
Viewed by 1435
Abstract
Background: Thrombotic adverse events and disease progression are crucial in Polycythemia Vera (PV), as it stands as the leading cause of mortality. The pulse wave velocity (PWV) is a valuable indicator of arterial aging and often plays a significant independent role in contributing [...] Read more.
Background: Thrombotic adverse events and disease progression are crucial in Polycythemia Vera (PV), as it stands as the leading cause of mortality. The pulse wave velocity (PWV) is a valuable indicator of arterial aging and often plays a significant independent role in contributing to cardiovascular adverse events (CV-AEs). The aim of this study was to examine the relationship between PWV and critical vascular function parameters, with the goal of identifying new predictive factors of vascular damage and exploring a potential connection with disease progression. Methods: Non-invasive aortic stiffness was assessed through carotid–femoral PWV measurement. PWV was measured using the SphygmoCor device. History of arterial or venous thrombosis (TAEs) or other CV-AEs was collected at baseline. PWV measurements were repeated at baseline, at 6 and at 12 months. Results: The study involved 28 PV patients aged 27 to 77 years, with 57.1% being male. Fourteen patients (50%) reported a high-risk thrombotic score at diagnosis, and 60.7% had at least one comorbidity. Multivariable regression models showed that hemoglobin levels were independently associated with PWV (β: 0.68, SE 0.24, p < 0.01). During the follow-up period (median duration 21.3 months, range 6–33), a total of 13 events were documented. Specifically, two patients exhibited a loss of response to treatment, four patients presented an increase in spleen diameters, three patients displayed an escalation of systemic symptoms, and three patients had a clear progression to secondary myelofibrosis. PWV (per 1 m/s: OR 1.70, 95% CI 1.00–2.91, p = 0.047) and leukocyte count (per 1 × 103/μL: OR 1.47, 95% CI: 1.04–2.09, p = 0.043) were significant predictors of events, independently of waist circumference, blood pressure, treatment, and hematocrit. Conclusions: PWV has demonstrated its potential as an effective tool for monitoring PV patients. It stands as a clinical parameter that can predict the risk of progression in PV patients. Further investigation is essential to fully explore this potential. If successful, it could offer clinicians a valuable resource for effectively managing PV patients. Full article
(This article belongs to the Section Hematology)
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21 pages, 12112 KiB  
Article
Transcriptome Sequencing-Based Screening of Key Melatonin-Related Genes in Ischemic Stroke
by Tianzhi Li, Hongyan Li, Sijie Zhang, Yihan Wang, Jinshan He and Jingsong Kang
Int. J. Mol. Sci. 2024, 25(21), 11620; https://doi.org/10.3390/ijms252111620 - 29 Oct 2024
Viewed by 1747
Abstract
Ischemic stroke (IS) is a complex syndrome of neurological deficits due to stenosis or occlusion of the carotid and vertebral arteries for which there is still no effective treatment. Melatonin, a hormone secreted by the pineal gland, has multiple biological effects, such as [...] Read more.
Ischemic stroke (IS) is a complex syndrome of neurological deficits due to stenosis or occlusion of the carotid and vertebral arteries for which there is still no effective treatment. Melatonin, a hormone secreted by the pineal gland, has multiple biological effects, such as antioxidant and anti-inflammatory properties, circadian rhythm regulation, and tissue regeneration, demonstrating potential applications in the treatment of IS. The aim of this study was to investigate key melatonin-regulated genes associated with IS using transcriptome sequencing and bioinformatics analyses and to explore their potential mechanisms of action in the disease process. We obtained gene expression data related to ischemic stroke (IS) from the Gene Expression Omnibus (GEO) database and identified candidate genes using machine learning algorithms. We then assessed the predictive power of these genes using PPI network analysis and diagnostic models. Finally, a series of enrichment analyses identified four key genes: ADM, PTGS2, MMP9, and VCAN. In addition, we determined the mRNA levels of these four key genes in an IS rat model using qPCR and found that all of these genes were significantly upregulated in the IS model compared to the control group, which is consistent with the results of previous analyses. Meanwhile, these genes have biological functions such as regulating vascular tone, participating in the inflammatory response, influencing tissue remodeling, and regulating cell adhesion and proliferation, playing key roles in the pathogenesis of IS. Therefore, we suggest that these four key genes may serve as prospective biomarkers for IS and help predict the risk of developing IS. In conclusion, this study elucidates for the first time the potential role of melatonin in the pathogenesis of IS and lays the foundation for in-depth studies on the functions of these key genes in the pathophysiology of IS and their potential applications in clinical diagnosis and treatment. Full article
(This article belongs to the Section Molecular Pathology, Diagnostics, and Therapeutics)
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9 pages, 608 KiB  
Article
Foot Sole Temperature Correlates with Ankle–Brachial Index, Pulse Wave Velocity, and Arterial Age in Diabetic Patients Without Diagnosis of Peripheral Arterial Disease
by Blanca Estela Ríos-González, Liliana López-Barragán, Ana Miriam Saldaña-Cruz, Sergio Gabriel Gallardo-Moya, Aniel Jessica Leticia Brambila-Tapia, Carlos Eduardo Soto-Ramirez and Elida Berenice Garcia-Calvario
J. Clin. Med. 2024, 13(21), 6383; https://doi.org/10.3390/jcm13216383 - 25 Oct 2024
Cited by 1 | Viewed by 1205
Abstract
Background/Objectives: Some vascular alterations such as peripheral arterial disease (PAD) or arterial stiffness can alter perfusion of the limbs, so we wondered if this is reflected in the temperature of the soles of the feet of diabetic patients who did not have [...] Read more.
Background/Objectives: Some vascular alterations such as peripheral arterial disease (PAD) or arterial stiffness can alter perfusion of the limbs, so we wondered if this is reflected in the temperature of the soles of the feet of diabetic patients who did not have a diagnosis of peripheral arterial disease. Foot sole temperature was correlated with the ankle–brachial index (ABI), carotid—femoral pulse wave velocity (cfPWV), brachial–ankle pulse wave velocity (baPWV), and arterial age. Methods: A total of 175 patients with type 2 diabetes mellitus, without a previous diagnosis of PAD, were recruited. Comorbidities, anthropometry, biochemical analysis results, temperature, ABI, cfPWV, baPWV, and arterial age were recorded. Forty-two temperature records were obtained from the sole of the foot with an FLIR T865 thermal imaging camera. ABI, cfPWV, baPWV, and arterial age were obtained using plethysmographic and oscillometric methods. Statistical analysis was performed with SPSS v.29.0 (correlations and multiple linear regression models). Results: All temperature points analyzed correlated negatively with ABI (p < 0.001) and rho values ranged from −0.168 to −0.210. Likewise, cfPWV, baPWV, and arterial age had similar results, since most temperature records showed low rho values and a negative correlation with these parameters. Four models were developed to explain the variables of interest. Temperature was involved in all of them. The temperature of the first toe was included in the prediction of cfPWV, baPWV, and arterial age. Conclusions: There is an inversely proportional relationship between temperature and ABI, cfPWV, baPWV, and arterial age in diabetic patients without a previous diagnosis of arterial disease. Temperature can be a predictor of these hemodynamic variables. Full article
(This article belongs to the Section Cardiovascular Medicine)
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9 pages, 253 KiB  
Article
A Study of the Relationship Between Objective Tests to Diagnose Erectile Dysfunction and Markers of Cardiovascular Disease
by Maurizio De Rocco Ponce, Claudia Fabiana Quintian Schwieters, Juliette Meziere, Josvany Rene Sanchez Curbelo, Guillem Abad Carratalá, Eden Troka, Lluis Bassas Arnau, Eduard Ruiz Castañé, Maria José Martinez Barcina and Osvaldo Rajmil
J. Clin. Med. 2024, 13(21), 6321; https://doi.org/10.3390/jcm13216321 - 23 Oct 2024
Viewed by 1339
Abstract
Background: Erectile dysfunction (ED) can stem from various organic and functional causes but is often linked to vascular health and cardiovascular disease. Limited data exist on how cardiovascular disease markers correlate with objective ED tests like the Nocturnal Penile Tumescence and Rigidity (NPTR) [...] Read more.
Background: Erectile dysfunction (ED) can stem from various organic and functional causes but is often linked to vascular health and cardiovascular disease. Limited data exist on how cardiovascular disease markers correlate with objective ED tests like the Nocturnal Penile Tumescence and Rigidity (NPTR) test and Penile Color Doppler Ultrasound (PCDU). Methods: A prospective observational study was performed, and 58 men with ED were assessed using the International Index of Erectile Function-15 (IIEF-15), NPTR test, and PCDU. Peripheral vascular health was evaluated through carotid intima-media thickness (cIMT) and brachial flow-mediated dilation (FMD). Results: Out of the participants, 44 had normal NPTR results, while 14 had abnormal results. The group with abnormal NPTR results was significantly older and had higher rates of hypertension and diabetes. Although the IIEF-15 scores were similar between the two groups, those with abnormal NPTR results had a lower peak systolic velocity (PSV) and a higher prevalence of impaired PSV. Correlations between the IIEF, NPTR, PCDU, and peripheral vascular markers lost significance after the age adjustment. Conclusions: This study suggests that abnormal NPTR results, combined with cardiovascular risk factors, may signal vascular ED and generalized vasculopathy, highlighting the need for cardiovascular assessment. An accurate ED diagnosis should integrate clinical evaluation with multiple tests while considering aging as a key risk factor. Full article
23 pages, 966 KiB  
Article
Super Learner Algorithm for Carotid Artery Disease Diagnosis: A Machine Learning Approach Leveraging Craniocervical CT Angiography
by Halil İbrahim Özdemir, Kazım Gökhan Atman, Hüseyin Şirin, Abdullah Engin Çalık, Ibrahim Senturk, Metin Bilge, İsmail Oran, Duygu Bilge and Celal Çınar
Tomography 2024, 10(10), 1622-1644; https://doi.org/10.3390/tomography10100120 - 9 Oct 2024
Cited by 1 | Viewed by 1623
Abstract
This study introduces a machine learning (ML) approach to diagnosing carotid artery diseases, including stenosis, aneurysm, and dissection, by leveraging craniocervical computed tomography angiography (CTA) data. A meticulously curated, balanced dataset of 122 patient cases was used, ensuring reproducibility and data quality, and [...] Read more.
This study introduces a machine learning (ML) approach to diagnosing carotid artery diseases, including stenosis, aneurysm, and dissection, by leveraging craniocervical computed tomography angiography (CTA) data. A meticulously curated, balanced dataset of 122 patient cases was used, ensuring reproducibility and data quality, and this is publicly accessible at (insert dataset location). The proposed method integrates a super learner model which combines adaptive boosting, gradient boosting, and random forests algorithms, achieving an accuracy of 90%. To enhance model robustness and generalization, techniques such as k-fold cross-validation, bootstrapping, data augmentation, and the synthetic minority oversampling technique (SMOTE) were applied, expanding the dataset to 1000 instances and significantly improving performance for minority classes like aneurysm and dissection. The results highlight the pivotal role of blood vessel structural analysis in diagnosing carotid artery diseases and demonstrate the superior performance of the super learner model in comparison with state-of-the-art (SOTA) methods in terms of both accuracy and robustness. This manuscript outlines the methodology, compares the results with state-of-the-art approaches, and provides insights for future research directions in applying machine learning to medical diagnostics. Full article
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11 pages, 3864 KiB  
Interesting Images
Angioinvasive Rhino-Orbital-Cerebral Mucormycosis in a Patient with Type 2 Diabetes Mellitus: A Complex and Lethal Cause of Stroke
by Nadine Weissert, Annerose Mengel, Katharina Bader, Florian Hennersdorf and Katharina Feil
Diagnostics 2024, 14(19), 2246; https://doi.org/10.3390/diagnostics14192246 - 8 Oct 2024
Cited by 1 | Viewed by 1853
Abstract
Rhino-orbital-cerebral mucormycosis is a rapidly progressive and often fatal fungal infection caused by molds of the order Mucorales, particularly affecting immunocompromised individuals. This infection is notorious for its angioinvasive properties, enabling the fungi to invade blood vessels and leading to tissue necrosis. [...] Read more.
Rhino-orbital-cerebral mucormycosis is a rapidly progressive and often fatal fungal infection caused by molds of the order Mucorales, particularly affecting immunocompromised individuals. This infection is notorious for its angioinvasive properties, enabling the fungi to invade blood vessels and leading to tissue necrosis. We report the clinical course of a 59-year-old Caucasian man with poorly controlled type 2 diabetes (HbA1c 16.8%) who presented with unilateral headache, left-sided facial numbness, and incomplete left ocular motor paresis. Initial presentation raised suspicion of orbital phlegmon, leading to antibiotic and later corticosteroid pulse therapy, which worsened the patient’s condition. Subsequent imaging demonstrated extensive inflammatory changes, including wall irregularities of the left intracranial internal carotid artery, accompanied by ocular protrusion and periorbital enhancement. New palatal lesions indicated mucormycosis, which was confirmed by molecular analysis of a palatal biopsy, leading to Amphotericin B treatment. Pre-surgery imaging revealed a malignant middle cerebral artery infarction, and the patient died 16 days after symptom onset and 12 days after initial presentation under palliative care due to a poor prognosis. This case of angioinvasive mucormycosis underscores the severe and often fatal course of rhino-orbital-cerebral mucormycosis in an immunocompromised individual. The rapid progression from initially vague and unspecific symptoms to extensive vascular involvement and stroke highlights the critical need for early and accurate diagnosis, as well as prompt intervention to prevent further disease progression. Additionally, this case also illustrates the potential risks associated with corticosteroid therapy in the presence of undiagnosed fungal infections, which can exacerbate the condition and lead to serious complications. Clinicians should maintain a high index of suspicion for mucormycosis in similar clinical scenarios, prioritizing adequate antifungal treatment and careful monitoring to improve patient outcomes. Early interdisciplinary collaboration is essential for the effective management of such complex cases. Full article
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