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Classification tree obtained by artificial intelligence for the prediction of heart failure after acute coronary syndromes 人工智能预测急性冠状动脉综合征后心力衰竭的分类树
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.01.038

Background

Coronary heart disease is the leading cause of heart failure (HF), and tools are needed to identify patients with a higher probability of developing HF after an acute coronary syndrome (ACS). Artificial intelligence (AI) has proven to be useful in identifying variables related to the development of cardiovascular complications.

Methods

We included all consecutive patients discharged after ACS in two Spanish centers between 2006 and 2017. Clinical data were collected and patients were followed up for a median of 53 months. Decision tree models were created by the model-based recursive partitioning algorithm.

Results

The cohort consisted of 7,097 patients with a median follow-up of 53 months (interquartile range 18–77). The readmission rate for HF was 13.6% (964 patients). Eight relevant variables were identified to predict HF hospitalization time: HF at index hospitalization, diabetes, atrial fibrillation, glomerular filtration rate, age, Charlson index, hemoglobin, and left ventricular ejection fraction. The decision tree model provided 15 clinical risk patterns with significantly different HF readmission rates.

Conclusions

The decision tree model, obtained by AI, identified 8 leading variables capable of predicting HF and generated 15 differentiated clinical patterns with respect to the probability of being hospitalized for HF. An electronic application was created and made available for free.

背景冠心病是心力衰竭(HF)的主要病因,因此需要一些工具来识别急性冠状动脉综合征(ACS)后发生心力衰竭概率较高的患者。人工智能(AI)已被证明有助于识别与心血管并发症发展相关的变量。方法我们纳入了 2006 年至 2017 年间在西班牙两家中心接受 ACS 治疗后出院的所有连续患者。我们收集了临床数据,并对患者进行了中位 53 个月的随访。通过基于模型的递归分区算法创建了决策树模型。结果队列由 7097 名患者组成,中位随访时间为 53 个月(四分位间范围为 18-77)。心房颤动再入院率为 13.6%(964 名患者)。研究发现了八个可预测心房颤动住院时间的相关变量:指数住院时的心房颤动、糖尿病、心房颤动、肾小球滤过率、年龄、查尔森指数、血红蛋白和左心室射血分数。结论通过人工智能获得的决策树模型确定了能够预测高血压的 8 个主要变量,并就因高血压住院的概率生成了 15 种不同的临床模式。创建了一个电子应用程序并免费提供。
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引用次数: 0
Retinal venous occlusion and its association with atherosclerotic vascular disease 视网膜静脉闭塞及其与动脉粥样硬化性血管疾病的关系
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.07.003

Retinal venous occlusion (RVO) is the second most frequent cause of decreased visual acuity due to retinal vascular involvement, after diabetic retinopathy. Its etiology is not completely clear. Current scientific evidence suggests that it is related to the atherosclerotic process based on the high number of cardiovascular risk factors and the higher incidence of cardiovascular events in these patients. In fact, RVO has a 45% increased risk of stroke, 26% of acute myocardial infarction and peripheral vascular disease, 53% of heart failure and a 36% increase in overall mortality, compared to the general population adjusted for age, sex and the different cardiovascular risk factors. However, no increase in cardiovascular mortality has been detected. Therefore, a multidisciplinary clinical approach to this entity is essential.

视网膜静脉闭塞(RVO)是继糖尿病视网膜病变之后,视网膜血管受累导致视力下降的第二大原因。其病因尚不完全清楚。目前的科学证据表明,它与动脉粥样硬化过程有关,因为这些患者存在大量心血管风险因素,而且心血管事件的发生率较高。事实上,与调整了年龄、性别和不同心血管风险因素的普通人群相比,RVO 患者的中风风险增加了 45%,急性心肌梗死和外周血管疾病风险增加了 26%,心力衰竭风险增加了 53%,总死亡率增加了 36%。然而,并未发现心血管疾病死亡率增加。因此,对这种疾病采取多学科临床方法至关重要。
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引用次数: 0
Prognostic value of electrical bioimpedance measured with a portable and wireless device in acute heart failure 使用便携式无线设备测量的生物电阻抗对急性心力衰竭的预后价值
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.02.014

Introduction and objectives

The current evaluation of acute heart failure (HF) does not allow an adequate prediction of its evolution. The electrical bioimpedance (BI) allows knowing the state of blood volume, until now only with fixed equipment. We have developed and validated a portable and wireless device to measure BI at the ankle (IVOL). The objective of the study is to know the long-term prognostic value of the point measurement of BI with IVOL in patients with acute HF.

Methods

A prospective cohort study of unselected patients admitted for acute HF in a tertiary hospital. The association between BI and different clinical, analytical and echocardiographic variables on admission and clinical evolution were analyzed.

Results

76 patients were included (mean age 66.1 years, 71.1% men, 68.4% hypertensive, 34.2% diabetic, mean NT-ProBNP: 7,103 pg/ml). Of these, 52.6% with non-preserved left ventricular ejection fraction (LVEF) (<50%) and 56.6% with right ventricular (RV) dysfunction. 26.3% died during a mean follow-up of 35.8 months. Survival in patients with BI ≤ 21,8 Ω was lower, globally and in the subgroups of patients without preserved LVEF and with RV dysfunction, p < 0.008). In the multivariate analysis, a BI ≥ 21.8 Ω was an independent survival factor (HR 0.242, 95% CI:0.86−0.681, p = 0.007).

Conclusions

BI values ​​measured with IVOL may be an independent predictor of long-term mortality in patients hospitalized for acute HF. This prognostic value is maintained in patients without preserved LVEF function and with RV dysfunction.

导言和目的目前对急性心力衰竭(HF)的评估无法充分预测其演变过程。通过生物电阻抗(BI)可以了解血容量状况,但目前只能通过固定设备进行测量。我们开发并验证了一种测量脚踝处生物阻抗的便携式无线设备(IVOL)。这项研究的目的是了解用 IVOL 点测急性高血压患者 BI 的长期预后价值。结果 共纳入 76 名患者(平均年龄 66.1 岁,71.1% 为男性,68.4% 为高血压患者,34.2% 为糖尿病患者,平均 NT-ProBNP 为 7,103 pg/ml)。其中,52.6%的患者左心室射血分数(LVEF)未保住(50%),56.6%的患者右心室(RV)功能障碍。26.3%的患者在平均35.8个月的随访期间死亡。BI≤21.8Ω的患者存活率较低,总体而言如此,在LVEF未保留和RV功能障碍的患者亚组中也是如此,P< 0.008)。在多变量分析中,BI ≥ 21.8 Ω 是一个独立的生存因素(HR 0.242,95% CI:0.86-0.681,P = 0.007)。结论 IVOL 测量的BI 值可能是急性心房颤动住院患者长期死亡率的独立预测指标,在 LVEF 功能未受保护和 RV 功能障碍的患者中,这一预测价值依然存在。
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引用次数: 0
The challenge of artificial intelligence in medical writing and editing 人工智能在医学写作和编辑中的挑战
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.01.037
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引用次数: 0
Migraine treatment consensus document of the Spanish Society of Neurology (SEN), Spanish Society of Family and Community Medicine (SEMFYC), Society of Primary Care Medicine (SEMERGEN) and Spanish Association of Migraine and Headache (AEMICE) on migraine treatment 西班牙神经病学学会 (SEN)、西班牙家庭和社区医学学会 (SEMFYC)、初级保健医学学会 (SEMERGEN) 和西班牙偏头痛和头痛协会 (AEMICE) 关于偏头痛治疗的共识文件
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.02.011

Migraine is a disease with a high prevalence and incidence, in addition to being highly disabling, causing a great impact on the patient’s quality of life at a personal, family and work level, but also social, given its high expense due to its direct (care) and indirect (presenteeism and work absenteeism) costs.

The multiple and recent developments in its pathophysiological knowledge and in its therapy require updating and, therefore, in this article the Spanish scientific societies most involved in its study and treatment (SEN, SEMFYC and SEMERGEN), together with the Association Spanish Association for Patients with Migraine and other Headaches (AEMICE), we have developed these updated care recommendations.

We reviewed the treatment of migraine attacks, which consisted mainly of the use of NSAIDs and triptans, to which ditans and gepants have been added. We also discuss preventive treatment consisting of oral preventive drugs, botulinum toxin, and treatments that block the action of calcitonin-related peptide (CGRP).

Finally, we emphasize that pharmacological treatments must be complementary to carrying out general measures consisting of identifying and managing/deletion the precipitating factors of the attacks and the chronicizing factors, controlling the comorbidities of migraine and eliminating analgesic overuse.

偏头痛是一种流行率和发病率都很高的疾病,不仅致残率高,对患者个人、家庭和工作的生活质量造成极大影响,而且由于其直接(护理)和间接(缺勤和旷工)成本高昂,社会成本也很高。偏头痛的病理生理学知识和治疗方法的多种最新进展需要更新,因此,在本文中,参与偏头痛研究和治疗最多的西班牙科学协会(SEN、SEMFYC 和 SEMERGEN)与西班牙偏头痛和其他头痛患者协会(AEMICE)共同制定了这些最新的护理建议。我们还讨论了预防性治疗,包括口服预防药物、肉毒杆菌毒素和阻断降钙素相关肽(CGRP)作用的治疗方法。最后,我们强调,药物治疗必须与一般措施相辅相成,包括识别和管理/消除发作诱因和慢性化因素、控制偏头痛并发症和避免过度使用镇痛药。
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引用次数: 0
Update on the treatment of tuberculosis 结核病治疗的最新情况
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.02.016

Tuberculosis (TB) affects more than 10 million people each year. We have contested this burden with a paradoxically slow development of treatments, as compared to other infectious diseases. This review aims to update health care professionals on the last developments for the management of TB. The combination of drugs established more than 40 years ago is still adequate to cure most people affected by TB. However, with the generalisation of regimens based on rifampicin and isoniazid for (only) 6 months, resistance emerged. Resistant cases needed long tratments based on injectable drugs. Now, after an exciting decade of research, we can treat resistant TB with oral regimens based on bedaquiline, nitroimidazoles, and linezolid for (only) 6 months, and we may soon break the 6-month barrier for treatment duration. However, these improvements are not enough to end TB without an engagement of people affected and their communities to achieve adherence to treatment, transmission control, and improve socioeconomic determinants of health.

结核病(TB)每年影响着 1 000 多万人。与其他传染病相比,结核病的治疗发展缓慢,而我们却在与这一负担作斗争。本综述旨在向医护人员介绍结核病治疗的最新进展。40 多年前确立的药物组合仍然足以治愈大多数结核病患者。然而,随着基于利福平和异烟肼(仅)6 个月治疗方案的普及,耐药性出现了。耐药病例需要使用注射药物进行长期治疗。现在,经过令人振奋的十年研究,我们可以使用基于贝达喹啉、硝基咪唑类和利奈唑胺的口服方案治疗耐药结核病,疗程(仅)为 6 个月,而且我们可能很快就会突破 6 个月疗程的障碍。然而,如果没有患者及其社区的参与,实现坚持治疗、传播控制和改善健康的社会经济决定因素,这些改进还不足以终结结核病。
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引用次数: 0
Code of Medical Deontology: Challenges and deontological updating 医学伦理守则》:挑战与道义更新
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.07.006
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引用次数: 0
Intestinal pseudo-obstruction secondary to IgG4-related disease 继发于 IgG4 相关疾病的肠假性梗阻
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.07.001
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引用次数: 0
Degos disease: A rare disease with a fatal outcome 德戈斯病一种致命的罕见疾病
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.01.040
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引用次数: 0
Cost-effectiveness and safety of mediastinal transbronchial cryobiopsy guided by endobronchial ultrasonography (CRYO-EBUS) in 110 cases 110 例支气管内超声引导下纵隔经支气管冷冻活组织检查(CRYO-EBUS)的成本效益和安全性
Pub Date : 2024-08-30 DOI: 10.1016/j.medcle.2024.03.010

Introduction

Transbronchial needle aspiration guided by endobronchial ultrasonography (EBUSTBNA) has the disadvantage of sometimes offering samples of an unsuitable size for an accurate histo-molecular diagnosis. Transbronchial mediastinal cryobiopsy (CRYOEBUS) is a very novel and additional technique to EBUS-TBNA that allows us to obtain larger and quality samples, improving diagnostic performance.

Material and methods

Descriptive study of 110 patients with lesions and/or mediastinal lymphadenopathy who underwent EBUS-TBNA and CRYO-EBUS in a single procedure. Our objective was to analyze the diagnostic profitability and safety of the technique.

Results

CRYO-EBUS obtained samples of 0.42 cm on average compared to 0.14 cm obtained by EBUS-TBNA. The overall diagnostic performance of the techniques was 60% for EBUS-TBNA and 94.5% for CRYO-EBUS. Furthermore, the latter was more sensitive for the diagnosis of both malignant and benign diseases. With a very high security profile.

Conclusions

The CRYO-EBUS technique is cost-effective and safe, and is superior to EBUS-TBNA. Future studies may confirm our findings.

导言支气管内超声引导下的经支气管针吸术(EBUSTBNA)的缺点是有时提供的样本大小不适合进行准确的组织分子诊断。经支气管纵隔低温生物切片检查(CRYOEBUS)是 EBUS-TBNA 的一种非常新颖的附加技术,它能让我们获得更大、更高质量的样本,从而提高诊断效果。材料和方法对 110 例病变和/或纵隔淋巴结病患者进行的描述性研究,这些患者在一次手术中接受了 EBUS-TBNA 和 CRYO-EBUS。结果CRYO-EBUS获得的样本平均为0.42厘米,而EBUS-TBNA获得的样本为0.14厘米。EBUS-TBNA 的总体诊断率为 60%,CRYO-EBUS 为 94.5%。此外,后者对恶性和良性疾病的诊断更为敏感。结论 CRYO-EBUS 技术经济、安全,优于 EBUS-TBNA。未来的研究可能会证实我们的发现。
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Medicina clinica (English ed.)
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