González-Juanatey Carlos, Anguita-Sánchez Manuel, Barrios Vivencio, Núñez-Gil Iván, Gómez-Doblas Juan José, García-Moll Xavier, Lafuente-Gormaz Carlos, Rollán-Gómez María Jesús, Peral-Disdier Vicente, Martínez-Dolz Luis, Rodríguez-Santamarta Miguel, Viñolas-Prat Xavier, Soriano-Colomé Toni, Muñoz-Aguilera Roberto, Plaza Ignacio, Curcio-Ruigómez Alejandro, Orts-Soler Ernesto, Segovia-Cubero Javier, Fanjul Víctor, Marín-Corral Judith, Cequier Ángel
Hospital Universitario Lucus Augusti, 27003 Lugo, Spain.
Instituto Maimonides de Investigación Biomédica de Córdoba (IMIBIC), Hospital Universitario Reina Sofía, Universidad de Córdoba, 14014 Cordoba, Spain.
J Clin Med. 2023 Aug 10;12(16):5218. doi: 10.3390/jcm12165218.
Patients with type 2 diabetes mellitus (T2DM) and coronary artery disease (CAD) without myocardial infarction (MI) or stroke are at high risk for major cardiovascular events (MACEs). We aimed to provide real-world data on age-related clinical characteristics, treatment management, and incidence of major cardiovascular outcomes in T2DM-CAD patients in Spain from 2014 to 2018. We used EHRead technology, which is based on natural language processing and machine learning, to extract unstructured clinical information from electronic health records (EHRs) from 12 hospitals. Of the 4072 included patients, 30.9% were younger than 65 years (66.3% male), 34.2% were aged 65-75 years (66.4% male), and 34.8% were older than 75 years (54.3% male). These older patients were more likely to have hypertension (OR 2.85), angina (OR 1.64), heart valve disease (OR 2.13), or peripheral vascular disease (OR 2.38) than those aged <65 years ( < 0.001 for all comparisons). In general, they were also more likely to receive pharmacological and interventional treatments. Moreover, these patients had a significantly higher risk of MACEs (HR 1.29; = 0.003) and ischemic stroke (HR 2.39; < 0.001). In summary, patients with T2DM-CAD in routine clinical practice tend to be older, have more comorbidities, are more heavily treated, and have a higher risk of developing MACE than is commonly assumed from clinical trial data.
患有2型糖尿病(T2DM)且无心肌梗死(MI)或中风的冠状动脉疾病(CAD)患者发生重大心血管事件(MACE)的风险很高。我们旨在提供2014年至2018年西班牙T2DM-CAD患者与年龄相关的临床特征、治疗管理及主要心血管结局发生率的真实世界数据。我们使用基于自然语言处理和机器学习的EHRead技术,从12家医院的电子健康记录(EHR)中提取非结构化临床信息。在纳入的4072例患者中,30.9%年龄小于65岁(男性占66.3%),34.2%年龄在65 - 75岁之间(男性占66.4%),34.8%年龄大于75岁(男性占54.3%)。与年龄小于65岁的患者相比,这些老年患者更易患高血压(比值比[OR] 2.85)、心绞痛(OR 1.64)、心脏瓣膜病(OR 2.13)或外周血管疾病(OR 2.38)(所有比较的P值均<0.001)。总体而言,他们也更有可能接受药物和介入治疗。此外,这些患者发生MACE的风险显著更高(风险比[HR] 1.29;P = 0.003)以及缺血性中风的风险更高(HR 2.39;P < 0.001)。总之,在常规临床实践中,T2DM-CAD患者往往年龄更大,合并症更多,接受的治疗更积极,且发生MACE的风险高于临床试验数据通常显示的情况。