Current and Future Use of Artificial Intelligence in Electrocardiography.

Artificial intelligence (AI) is increasingly used in electrocardiography (ECG) to assist in diagnosis, stratification, and management. AI algorithms can help clinicians in the following areas: (1) interpretation and detection of arrhythmias, ST-segment changes, QT prolongation, and other ECG abnormalities; (2) risk prediction integrated with or without clinical variables (to predict arrhythmias, sudden cardiac death, stroke, and other cardiovascular events); (3) monitoring ECG signals from cardiac implantable electronic devices and wearable devices in real time and alerting clinicians or patients when significant changes occur according to timing, duration, and situation; (4) signal processing, improving ECG quality and accuracy by removing noise/artifacts/interference, and extracting features not visible to the human eye (heart rate variability, beat-to-beat intervals, wavelet transforms, sample-level resolution, etc.); (5) therapy guidance, assisting in patient selection, optimizing treatments, improving symptom-to-treatment times, and cost effectiveness (earlier activation of code infarction in patients with ST-segment elevation, predicting the response to antiarrhythmic drugs or cardiac implantable devices therapies, reducing the risk of cardiac toxicity, etc.); (6) facilitating the integration of ECG data with other modalities (imaging, genomics, proteomics, biomarkers, etc.). In the future, AI is expected to play an increasingly important role in ECG diagnosis and management, as more data become available and more sophisticated algorithms are developed.Manuel Marina-Breysse has received funding from European Union’s Horizon 2020 research and innovation program under the grant agreement number 965286; Machine Learning and Artificial Intelligence for Early Detection of Stroke and Atrial Fibrillation, MAESTRIA Consortium; and EIT Health, a body of the European Union.S

Las órdenes de no reanimar. Historia y situación actual.

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Problemática actual en la implementación de la orden de no reanimar en el paciente cardiológico.

Las enfermedades cardiovasculares continúan siendo la causa más frecuente de muerte y la insuficiencia cardíaca la causa más frecuente de ingreso hospitalario en pacientes mayores de 65 años. Pese a ello, la importancia otorgada por la Cardiología a los cuidados al final de la vida es escasa. Además, la percepción que tienen los pacientes cardiológicos del pronóstico de su enfermedad y del resultado de una reanimación cardiopulmonar dista mucho de la realidad. La orden de no reanimar permite al paciente expresar anticipadamente su rechazo a una reanimación cardiopulmonar, evitando así sus posibles consecuencias negativas. Sin embargo, estas órdenes continúan siendo infrautilizadas y malinterpretadas en los pacientes cardiológicos. La mayoría no suele tener la oportunidad de mantener las necesarias conversaciones con su médico responsable sobre sus preferencias de reanimación. En la presente revisión hemos realizado un análisis de las causas que podrían justificar esta situación.pre-print1329 K

Ethical considerations in elderly patients with acute coronary syndrome

Acute coronary syndrome (ACS) is one of the main causes of mortality and morbidity in the elderly. The prevalence of ACS increases with age and patients with advanced age have some co-morbidities that require an individualized approach, which includes a comprehensive geriatric assessment. Ageism is a matter of great concern. In this scenario, some ethical conflicts may arise which should be anticipated, considered, and solved. Clinicians will need to prioritize and allocate resources, to avoid futility/proportionality, which is not always easy to assess in these patients. This review aims to summarize the evidence regarding ethical conflicts that may arise in the management of patients with ACS and advanced age. We will discuss how to choose the best option (which frequently is not the only one) with the lowest risk for harm, considering and respecting the patients' decision. The four basic principles of bioethics (beneficence, non-maleficence, autonomy, and justice) are thoroughly reviewed, and discussed, regarding their role in the decision making process

Do Elderly Patients with Heart Failure and Reduced Ejection Fraction Benefit from Pharmacological Strategies for Prevention of Arrhythmic Events?

Background Heart failure constitutes one of the leading causes of morbidity and mortality in Western countries, in which it is also the leading cause of hospitalization in elderly patients. The pharmacological therapy of patients with heart failure with reduced ejection fraction (HFrEF) has greatly improved during the last years. Summary The quadruple therapy (sacubitril/valsartan, beta-blockers, mineralocorticoid receptor antagonists, and sodium-glucose cotransporter 2 inhibitors) is nowadays the cornerstone of medical treatment since it associates lower risk of heart failure hospitalizations and mortality (also of arrhythmic origin). Cardiac arrhythmias, including sudden cardiac death, are common in patients with HFrEF, entailing worse prognosis. Previous studies addressing the role of blocking the renin-angiotensin-aldosterone system and beta-adrenergic receptors in HFrEF have suggested different beneficial effects on arrhythmia mechanisms. Therefore, the lower mortality associated with the use of the four pillars of HFrEF therapy depends, in part, on lower sudden (mostly arrhythmic) cardiac death. Key Messages In this review, we highlight and assess the role of the four pharmacological groups that constitute the central axis of the medical treatment of patients with HFrEF in clinical prognosis and prevention of arrhythmic events, with special focus on the elderly patient, since evidence supports most benefits provided are irrespective of age, but elderly HF patients receive less frequently guideline recommended medical treatment.12 página

Reply to G. Betts's letter referring to "Serum potassium dynamics during acute heart failure hospitalization".

This work was funded by the Instituto de Salud Carlos III (Ministry of Economy, Industry and Competitiveness) and cofunded by the European Regional Development Fund, through the CIBER in cardiovascular diseases (CB16/11/00502).S

Prognosis Impact of Diabetes in Elderly Women and Men with Non-ST Elevation Acute Coronary Syndrome

Ancià; Síndromes coronàries agudes; DonesAnciano; Síndromes coronarios agudos; MujeresElderly; Acute coronary syndromes; WomenFew studies have addressed to date the interaction between sex and diabetes mellitus (DM) in the prognosis of elderly patients with non-ST-segment elevation acute coronary syndrome (NSTEACS). Our aim was to address the role of DM in the prognosis of non-selected elderly patients with NSTEACS according to sex. A retrospective analysis from 11 Spanish NSTEACS registries was conducted, including patients aged ≥70 years. The primary end point was one-year all-cause mortality. A total of 7211 patients were included, 2,770 (38.4%) were women, and 39.9% had DM. Compared with the men, the women were older (79.95 ± 5.75 vs. 78.45 ± 5.43 years, p < 0.001) and more often had a history of hypertension (77% vs. 83.1%, p < 0.01). Anemia and chronic kidney disease were both more common in women. On the other hand, they less frequently had a prior history of arteriosclerotic cardiovascular disease or comorbidities such as peripheral artery disease and chronic pulmonary disease. Women showed a worse clinical profile on admission, though an invasive approach and in-hospital revascularization were both more often performed in men (p < 0.001). At a one-year follow-up, 1090 patients (15%) had died, without a difference between sexes. Male sex was an independent predictor of mortality (HR = 1.15, 95% CI 1.01 to 1.32, p = 0.035), and there was a significant interaction between sex and DM (p = 0.002). DM was strongly associated with mortality in women (HR: 1.45, 95% CI = 1.18–1.78; p < 0.001), but not in men (HR: 0.98, 95% CI = 0.84–1.14; p = 0.787). In conclusion, DM is associated with mortality in older women with NSTEACS, but not in men.This work was supported by grants from the Spanish Ministry of Economy and Competitiveness through the Carlos III Health Institute: CIBER-CV 16/11/00420, Madrid, Spain

Síndrome de Bayés, accidente cerebrovascular y demencia

Bayés’s síndrome is a clinical entity based on the association between advanced interatrial block and the development of supraventricular tachyarrhythmia, being atrial fibrillation (AF), most frequent. This association was discovered by Prof. Antoni Bayés de Luna in the’80s. Further studies by other groups found a strong relationship between Bayés’s syndrome and thromboembolic phenomena, being stroke the most serious. Moreover, patients with this syndrome has an increased incidence of cognitive impairment and dementia. This observation triggered the question about whether the use of an anticoagulation therapy prior to the documentation of AF could prevent A-IAB associated thromboembolic events. There are ongoing studies in different phases of development aiming to compare the efficacy of anticoagulation in patients with A-IAB with no prior documentation of AF. The outcomes of these studies will allow determining the efficacy of this early therapeutic intervention, and help deciding the role of anticoagulation in patients with A-IAB and no demonstrated AF.El síndrome de Bayés es una entidad clínica que se define como la asociación entre la presencia de bloqueo interauricular avanzado (BIA-A), y el desarrollo de taquiarritmias supraventriculares (TSV), siendo la fibrilación auricular (FA), la más frecuente. Esta asociación salió a la luz con los estudios del Prof. Antoni Bayés de Luna en los años ‘80. Estudios realizados posteriormente por otros grupos encontraron una fuerte asociación entre este síndrome y la ocurrencia de fenómenos tromboembólicos, siendo el accidente cerebrovascular (ACV) el más grave.&nbsp; Del mismo modo, se documentó una asociación con deterioro cognitivo y demencia. Esto generó la pregunta acerca de si la terapia de anticoagulación previa a la documentación de FA podría prevenir la ocurrencia de tromboembolismos asociados al BIA-A y de esta manera preservar el estado cognitivo. Esta pregunta permanece, aún hoy, sin respuesta definitiva. Existen estudios en diferentes estadios de su desarrollo cuyo objetivo es comparar la efectividad de la anticoagulación en pacientes con BIA-A y sin FA documentada. Los resultados de los mismos permitirán establecer la efectividad de esta opción terapéutica temprana y, de manera conclusiva, definir si, para decidir anticoagular un paciente, la FA tiene que ser previamente documentada o no