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Artificial Intelligence and Machine Learning for Evaluation of Abdominal Aortic Aneurysm Rupture Risk. 应用人工智能和机器学习评估腹主动脉瘤破裂风险。
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-23 DOI: 10.1177/00033197251404791
Kosmas I Paraskevas, Mahmoud B Malas, Marc L Schermerhorn
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引用次数: 0
Deep Learning Improves the MAGGIC Risk Score in Predicting Contrast-Induced Nephropathy in ST Elevation Myocardial Infraction Patients. 深度学习提高MAGGIC风险评分预测ST段抬高型心肌梗死患者造影剂肾病
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-23 DOI: 10.1177/00033197251399866
Remzi Sarıkaya, Faysal Şaylık, Ömer Kümet, Görkem Ayhan, Ahmet Ferhat Kaya, Veysi Can, Tufan Çınar, Koray Kalenderoğlu

Contrast-induced nephropathy (CIN) is a serious complication in ST-elevation myocardial infarction (STEMI) patients undergoing primary percutaneous coronary intervention (pPCI). Early identification of high-risk patients is essential to improve outcomes and reduce mortality. The Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) risk score was originally designed to predict mortality in heart failure patients, but its role in predicting CIN has not been fully explored. In the present retrospective study, 1403 STEMI patients treated with pPCI were analyzed. Those who developed CIN had higher mortality, longer hospital stays, and more comorbidities. The MAGGIC score and 21 clinical parameters were incorporated into deep learning (DL) models, including multilayer perceptrons, TabNet, TabTransformer, and Kolmogorov-Arnold Networks (KAN) and one machine learning algorithm such as logistic regression. The best-performing model, KAN, significantly improved CIN prediction with an area under curve (AUC) of 0.92. SHapley Additive exPlanations (SHAP) analysis revealed key predictors such as pain-to-balloon time, contrast volume, baseline creatinine, and MAGGIC score. Our findings demonstrate that combining MAGGIC risk scoring with DL substantially enhances CIN prediction in STEMI patients. This approach enables identification of at-risk individuals and supports implementation of nephroprotective strategies at an early stage. The web-based calculator may assist clinical decision making.

造影剂肾病(CIN)是st段抬高型心肌梗死(STEMI)患者接受原发性经皮冠状动脉介入治疗(pPCI)的严重并发症。早期识别高危患者对于改善预后和降低死亡率至关重要。荟萃分析全球慢性心力衰竭(MAGGIC)风险评分最初设计用于预测心力衰竭患者的死亡率,但其在预测CIN中的作用尚未得到充分探讨。在本回顾性研究中,分析了1403例经pPCI治疗的STEMI患者。发生CIN的患者死亡率更高,住院时间更长,合并症更多。将MAGGIC评分和21个临床参数纳入深度学习(DL)模型,包括多层感知器、TabNet、TabTransformer和Kolmogorov-Arnold Networks (KAN),以及一种机器学习算法,如逻辑回归。表现最好的模型KAN显著改善了CIN的预测,曲线下面积(AUC)为0.92。SHapley加性解释(SHAP)分析揭示了关键的预测因素,如疼痛到球囊时间、造影剂体积、基线肌酐和MAGGIC评分。我们的研究结果表明,将MAGGIC风险评分与DL相结合可以显著提高STEMI患者CIN的预测。这种方法能够识别有风险的个体,并支持在早期阶段实施肾保护策略。基于网络的计算器可以帮助临床决策。
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引用次数: 0
Prognostic Value of HALP Score in Predicting Contrast-Induced Acute Kidney Injury in Elderly STEMI Patients. HALP评分预测老年STEMI患者造影剂性急性肾损伤的预后价值。
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-12 DOI: 10.1177/00033197251395839
Macit Kalçık, Emrah Bayam, Regayip Zehir

Contrast-induced acute kidney injury (CI-AKI) is a common complication in patients with ST-segment elevation myocardial infarction (STEMI) undergoing primary percutaneous coronary intervention (pPCI), particularly in the elderly who are more vulnerable due to renal impairment, comorbidities, malnutrition, and chronic inflammation. The hemoglobin, albumin, lymphocyte, and platelet (HALP) score has been proposed as a biomarker reflecting nutritional and inflammatory status, but its role in predicting CI-AKI in elderly STEMI patients is unclear. This retrospective study included 588 elderly (≥65 years) STEMI patients treated with pPCI between August 2019 and December 2024. CI-AKI occurred in 70 patients (11.9%), who were older and had higher rates of diabetes mellitus (DM), hypertension, and chronic kidney disease, along with lower glomerular filtration rate (GFR), left ventricular ejection fraction (LVEF), and HALP score. The mean HALP score was significantly lower in patients with CI-AKI (2.68 [2.33-3.32] vs 3.85 [2.68-5.37], P < .001). In multivariate analysis, older age, DM, lower LVEF, higher contrast volume, and lower HALP score independently predicted CI-AKI. A HALP score <2.7 predicted CI-AKI with 75% sensitivity and 55% specificity (Area Under the Curve: 0.698). The HALP score provides an accessible, independent predictor of CI-AKI in elderly STEMI patients, enabling improved early risk stratification.

对比剂诱导的急性肾损伤(CI-AKI)是st段抬高型心肌梗死(STEMI)患者接受原发性经皮冠状动脉介入治疗(pPCI)的常见并发症,特别是在老年人中,由于肾脏损害、合并症、营养不良和慢性炎症更容易发生。血红蛋白、白蛋白、淋巴细胞和血小板(HALP)评分已被提出作为反映营养和炎症状态的生物标志物,但其在预测老年STEMI患者CI-AKI中的作用尚不清楚。该回顾性研究纳入了2019年8月至2024年12月期间接受pPCI治疗的588例老年(≥65岁)STEMI患者。CI-AKI发生在70例(11.9%)患者中,这些患者年龄较大,糖尿病(DM)、高血压和慢性肾脏疾病发生率较高,肾小球滤过率(GFR)、左心室射血分数(LVEF)和HALP评分均较低。CI-AKI患者的平均HALP评分显著低于前者(2.68 [2.33-3.32]vs . 3.85 [2.68-5.37], P
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引用次数: 0
Open Surgical Versus Endovascular Repair for Type B Aortic Dissection: Umbrella Review and Meta-Analysis. 开放手术与血管内修复治疗B型主动脉夹层:综述和荟萃分析。
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-12 DOI: 10.1177/00033197251392660
Hassan Al-Thani, Osamah Alrawi, Eman Elmenyar, Mashhood Naduvilekandy, Shams O Alkhateeb, Waqar Mogassabi, Lama Alkahlout, Ayman El-Menyar

This umbrella review (UR) synthesizes the current evidence comparing thoracic endovascular aortic repair (TEVAR) with open surgical repair (OSR) for the management of type B aortic dissection (TBAD), with a focus on both early and long-term outcomes. A systematic literature search was performed using PubMed, Embase, Cochrane Library, and Web of Science (2014-2025). Eleven systematic reviews met the inclusion criteria. Short-term mortality was lower with TEVAR, ranging from 2% to13.4%, while it was 4.5% to 19% with OSR. The meta-analysis showed a risk ratio (RR) of 0.51 (95% CI: 0.43-0.59; I2 = 64.6%) in favor of TEVAR. Long-term survival was comparable. TEVAR was associated with fewer complications, including cardiac events (odds ratio [OR]: 0.42-0.79), pulmonary events (OR: 0.51-0.57), renal failure (OR: 0.53-0.63), and bleeding (OR: 0.24 and RR: 0.44). For stroke, the UR showed mixed results (OR: 0.23-1.11), but the meta-analysis showed a lower risk with TEVAR (RR: 0.67; 95% CI: 0.54-0.82; I2 = 8.7%). Paraplegia rates were comparable (RR: 0.88; 95% CI: 0.53-1.47; I2 = 22.7%). Despite the observed moderate to high heterogeneity among most studies (I2 = 30%-64.6%), the overall trend favored TEVAR in terms of early outcomes. There was a need for further high-quality, longitudinal studies and randomized controlled trials.

本综述(UR)综合了目前比较胸廓血管内主动脉修复(TEVAR)和开放手术修复(OSR)治疗B型主动脉夹层(TBAD)的证据,重点关注早期和长期结果。使用PubMed、Embase、Cochrane Library和Web of Science(2014-2025)进行系统文献检索。11项系统评价符合纳入标准。TEVAR的短期死亡率较低,为2%至13.4%,而OSR的短期死亡率为4.5%至19%。meta分析显示TEVAR的风险比(RR)为0.51 (95% CI: 0.43-0.59; I2 = 64.6%)。长期生存率比较。TEVAR与较少的并发症相关,包括心脏事件(优势比[OR]: 0.42-0.79)、肺事件(优势比[OR]: 0.51-0.57)、肾功能衰竭(优势比:0.53-0.63)和出血(优势比:0.24,风险比:0.44)。对于卒中,UR显示混合结果(OR: 0.23-1.11),但荟萃分析显示TEVAR的风险较低(RR: 0.67; 95% CI: 0.54-0.82; I2 = 8.7%)。截瘫率具有可比性(RR: 0.88; 95% CI: 0.53-1.47; I2 = 22.7%)。尽管在大多数研究中观察到中度至高度异质性(I2 = 30%-64.6%),但就早期结果而言,总体趋势倾向于TEVAR。需要进一步进行高质量的纵向研究和随机对照试验。
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引用次数: 0
Prognostic Value of the Systemic Immune-Inflammation Index in Patients With Acute Myocardial Infarction: A Systematic Review and Meta-Analysis. 急性心肌梗死患者全身免疫炎症指数的预后价值:系统回顾和荟萃分析
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-12 DOI: 10.1177/00033197251392661
Yangmei Du, Xing Deng, Yanping Song, Jinhua Yan

The present review and meta-analysis evaluated the prognostic value of the Systemic Immune-Inflammation Index (SII) for patients with acute myocardial infarction (AMI) based on a search of PubMed, Embase, Cochrane Library, and Web of Science up to May 2024. Predefined inclusion and exclusion criteria were applied, with sensitivity and subgroup analyses performed to evaluate heterogeneity and assess the robustness of the findings. A total of 21 studies, including 13 771 patients with either ST-segment elevation myocardial infarction (STEMI) or non-ST-segment elevation myocardial infarction (NSTEMI), were analyzed. Higher SII levels were consistently associated with an increased risk of major adverse cardiovascular events (MACE) in AMI patients (odds ratio [OR]: 1.09; 95% confidence interval [CI]: 1.04-1.13; P < .0001) across various study designs, regions, and sample sizes. Elevated SII was significantly linked to MACE in STEMI patients, though not in NSTEMI patients. Additionally, high SII levels correlated AMI is divided into high SII group and low SII group. There is a significant correlation between the incidence of no-reflow in the high SII group with increased risks of no-reflow post-percutaneous coronary intervention (PCI), left ventricular adverse remodeling, and all-cause mortality, regardless of study factors (ie, research type, population characteristics, region, and sample size). Elevated SII is a significant predictor of adverse outcomes in AMI patients, especially for forecasting MACE in STEMI cases.

本综述和荟萃分析基于PubMed、Embase、Cochrane图书馆和Web of Science截至2024年5月的检索,评估了系统性免疫炎症指数(SII)对急性心肌梗死(AMI)患者的预后价值。采用预定义的纳入和排除标准,并进行敏感性和亚组分析,以评估异质性和评估研究结果的稳健性。共分析了21项研究,包括13771例st段抬高型心肌梗死(STEMI)或非st段抬高型心肌梗死(NSTEMI)患者。较高的SII水平始终与AMI患者主要不良心血管事件(MACE)风险增加相关(优势比[OR]: 1.09; 95%可信区间[CI]: 1.04-1.13; P
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引用次数: 0
Sex-Specific Trends and Differences in Clinical Outcomes Among Young Patients With Ischemic Stroke. 年轻缺血性脑卒中患者临床结局的性别差异趋势和差异
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-08 DOI: 10.1177/00033197251392666
Song Peng Ang, Jia Ee Chia, Jose Iglesias, Chayakrit Krittanawong, Jonathan A Tangsrivimol, Umair Khalid, Debabrata Mukherjee

Stroke in young adults poses significant public health challenges, with an increasing incidence globally. This study examines sex-specific trends, clinical outcomes, and healthcare resource utilization in young adults with ischemic stroke in the United States. Using the National Inpatient Sample from 2016 to 2021, we identified ischemic stroke hospitalizations in adults aged 18 to 44 years. We compared baseline characteristics, comorbidities, and outcomes between sexes, assessing trends with weighted regression and multivariate logistic regression to adjust for confounders; 168 310 hospitalizations were analyzed: 86 705 (51.5%) men and 81 605 (48.5%) women. Men had a higher prevalence of cardiovascular comorbidities, including hypertension, hyperlipidemia, and smoking while women had higher rates of diabetes, hypothyroidism, and anemia. Women had a lower adjusted odds ratio (aOR) for mortality (0.84, 95% CI: 0.75-0.94, P = .001) and acute kidney injury (0.50, 95% CI: 0.47-0.54, P < .001). The incidence of ischemic stroke/100 000 hospitalizations increased steadily over 6 years for both sexes, though men consistently showed higher rates. This study highlights sex-specific differences in ischemic stroke among young adults, with women showing better outcomes despite unique risk profiles. Targeted interventions addressing modifiable risk factors are needed to reduce stroke burden, particularly in young men.

年轻人中风对公共卫生构成重大挑战,全球发病率不断上升。本研究考察了美国年轻人缺血性卒中的性别特异性趋势、临床结果和医疗资源利用情况。使用2016年至2021年的全国住院患者样本,我们确定了18至44岁成年人的缺血性卒中住院情况。我们比较了两性之间的基线特征、合并症和结局,用加权回归和多变量逻辑回归评估趋势,以调整混杂因素;分析了168 310例住院病例:男性86 705例(51.5%),女性81 605例(48.5%)。男性患心血管合并症的比例更高,包括高血压、高脂血症和吸烟,而女性患糖尿病、甲状腺功能减退和贫血的比例更高。女性死亡率的调整优势比(aOR)较低(0.84,95% CI: 0.75-0.94, P =。001)和急性肾损伤(0.50,95% CI: 0.47-0.54, P
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引用次数: 0
Letter: Reply to "Carotid Disease and Cerebrovascular Risk Following TAVI: Insights and Remaining Questions". 回复“TAVI后颈动脉疾病和脑血管风险:见解和遗留问题”。
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-04 DOI: 10.1177/00033197251405926
Bulic Marko, Schahab Nadjib
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引用次数: 0
NLRC5 and NF-κB Signaling: Implications for Atherosclerotic Plaque Formation in Acute Coronary Syndromes. NLRC5和NF-κB信号:急性冠状动脉综合征中动脉粥样硬化斑块形成的意义
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-04 DOI: 10.1177/00033197251392646
Hua Yang, Pan Xiong, Hongfei Song, Yanqin Deng

This study assessed the role of nucleotide-binding domain and leucine-rich repeat containing receptor, caspase recruitment domain containing 5 (NLRC5) in macrophages in atherosclerotic plaque formation in acute coronary syndromes (ACS) by modulating the nuclear factor-kappaB (NF-κB) cascade. Peripheral blood was obtained from ACS patients and matched controls, and NLRC5 expression and DNA methylation were analyzed. In vitro, peripheral blood mononuclear cells from donors were induced into macrophage-derived foam cells and transfected with small interfering RNA negative control (si-NC) or si-NLRC5 plasmids to assess foam cell formation and cytokine release. In vivo, ApoE-/- mice fed a high-fat diet and subjected to NLRC5 silencing were used as an ACS model. Peritoneal macrophage phagocytosis, aortic lipid accumulation, plaque size, and collagen fiber content were evaluated, while lipid metabolism- and inflammation-related genes were measured in foam cells and aortas. NLRC5 was highly expressed and hypomethylated in ACS patients. NLRC5 knockdown suppressed foam cell formation and inflammation in vitro. In ACS mice, silencing NLRC5 reduced lipid levels and cytokines, inhibited lipid deposition, decreased plaque size, and enhanced collagen fiber content through NF-κB pathway inhibition. These findings suggest that NLRC5 silencing may protect against atherosclerosis in ACS by regulating macrophage function and inflammatory signaling.

本研究通过调节核因子-κB (NF-κB)级联,评估巨噬细胞中核苷酸结合结构域和富含亮氨酸重复序列的受体,caspase募集结构域5 (NLRC5)在急性冠脉综合征(ACS)动脉粥样硬化斑块形成中的作用。获取ACS患者和匹配对照的外周血,分析NLRC5表达和DNA甲基化。在体外,将供体外周血单核细胞诱导成巨噬细胞来源的泡沫细胞,并用小干扰RNA阴性对照(si-NC)或si-NLRC5质粒转染,以评估泡沫细胞的形成和细胞因子的释放。在体内,ApoE-/-小鼠喂食高脂肪饮食并进行NLRC5沉默作为ACS模型。评估腹腔巨噬细胞吞噬、主动脉脂质积累、斑块大小和胶原纤维含量,同时测量泡沫细胞和主动脉中的脂质代谢和炎症相关基因。NLRC5在ACS患者中高表达和低甲基化。NLRC5敲低抑制泡沫细胞的形成和体外炎症。在ACS小鼠中,沉默NLRC5可通过抑制NF-κB通路降低脂质水平和细胞因子,抑制脂质沉积,减小斑块大小,增强胶原纤维含量。这些发现表明NLRC5沉默可能通过调节巨噬细胞功能和炎症信号传导来保护ACS的动脉粥样硬化。
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引用次数: 0
Letter: Predictors of Mortality After Endovascular Intervention in Patients With Peripheral Artery Disease. 信:外周动脉疾病患者血管内干预后死亡率的预测因素。
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-04 DOI: 10.1177/00033197251405929
Mesut Engin, Orhan Guvenc, Hasan Arı
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引用次数: 0
Letter: Effect of Systemic Inflammation on Carotid Artery Disease. 全身性炎症对颈动脉疾病的影响。
IF 2.2 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-04 DOI: 10.1177/00033197251404776
Yesim Eylev Akboga, Mehmet Kadri Akboga
{"title":"Letter: Effect of Systemic Inflammation on Carotid Artery Disease.","authors":"Yesim Eylev Akboga, Mehmet Kadri Akboga","doi":"10.1177/00033197251404776","DOIUrl":"https://doi.org/10.1177/00033197251404776","url":null,"abstract":"","PeriodicalId":8264,"journal":{"name":"Angiology","volume":" ","pages":"33197251404776"},"PeriodicalIF":2.2,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145666721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Angiology
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