Evaluation of stenoses using AI video models applied to coronary angiography.

The coronary angiogram is the gold standard for evaluating the severity of coronary artery disease stenoses. Presently, the assessment is conducted visually by cardiologists, a method that lacks standardization. This study introduces DeepCoro, a ground-breaking AI-driven pipeline that integrates advanced vessel tracking and a video-based Swin3D model that was trained and validated on a dataset comprised of 182,418 coronary angiography videos spanning 5 years. DeepCoro achieved a notable precision of 71.89% in identifying coronary artery segments and demonstrated a mean absolute error of 20.15% (95% CI: 19.88-20.40) and a classification AUROC of 0.8294 (95% CI: 0.8215-0.8373) in stenosis percentage prediction compared to traditional cardiologist assessments. When compared to two expert interventional cardiologists, DeepCoro achieved lower variability than the clinical reports (19.09%; 95% CI: 18.55-19.58 vs 21.00%; 95% CI: 20.20-21.76, respectively). In addition, DeepCoro can be fine-tuned to a different modality type. When fine-tuned on quantitative coronary angiography assessments, DeepCoro attained an even lower mean absolute error of 7.75% (95% CI: 7.37-8.07), underscoring the reduced variability inherent to this method. This study establishes DeepCoro as an innovative video-based, adaptable tool in coronary artery disease analysis, significantly enhancing the precision and reliability of stenosis assessment.

Anomalous aortic origin of the left coronary artery / Origen aórtico anómalo de la arteria coronaria izquierda

Abstract We present an unusual case of an anomalous left coronary artery arising from the contralateral sinus of Valsalva: a 63-year-old male patient who consulted to our emergency department with 1-week history of progressive dyspnea on exertion with clinical signs of heart failure, associated with lung congestion on the chest X ray and elevated NT-proBNP levels (2000 pg/ml; normal value <150). Doppler echocardiography showed severe dilation of both left atrium and left ventricle, with severe deterioration of LV systolic function (Ejection fraction of 26%), global hypokinesia and a moderate mitral regurgitation with central jet. A cardiac cath eterization was performed, which evidenced an anomalous origin of the left main coronary artery from the right coronary sinus with a proximal lesion of nearly 50%. A coronary computed tomographic angiography confirmed the diagnosis of an anomalous origin with an intramyocardial path at the level of the interventricular septum, as sociated with moderate extrinsic compression. To determine the degree of functional ischemia presented by the left main coronary artery lesion we performed a fractional flow reserve evaluation, resulting in 0.75, which was ranked as significant. An angioplasty with implantation of a drug-eluting stent (with Everolimus) was performed successfully to the target lesion. The patient evolved favorably during hospitalization and was discharged from the medical center to continue outpatient follow-up. Patient remained asymptomatic at 1-month and 6 months, during clinical evaluation, without evidence of ischemia on noninvasive functional assessment.

Resumen Presentamos un raro caso de nacimiento anómalo de arteria coronaria izquierda en el seno de Valsalva contralateral. Se trata de un hombre de 63 años que consultó al servicio de emergencias de nuestro centro por disnea progresiva de una semana de evolución, con signos clínicos de insuficiencia cardíaca, aso ciado a signos de congestión en la radiografía de tórax, y valores de NT-proBNP elevados (2000 pg/ml; valor normal <150). El ecocardiograma Doppler evidenció dilatación grave de la aurícula y del ventrículo izquierdo, con deterioro grave de la función sistólica (fracción de eyección de 26%), hipoquinesia global e insuficiencia mitral moderada con jet central. Se realizó una cinecoronariografía que evidenció el nacimiento anómalo del tronco de arteria coronaria izquierda desde el seno coronario derecho, con una lesión cercana al 50%. Una angiotomografía coronaria confirmó el origen anómalo del vaso coronario, con trayecto intramiocárdico a nivel del septum interventricular asociado a compresión extrínseca moderada. Para determinar el grado de isquemia funcional que presentaba la lesión del tronco coronario izquierdo se evaluó la reserva de flujo fraccional, que arrojó un resultado de 0.75 el cual se consideró significativo, prosiguiendo a angioplastia con implante de stent liberador de droga (con Everolimus) a dicha lesión. El paciente evolucionó favorablemente durante la internación en el hospital, egresando de la institución para continuar seguimiento ambulatorio. Persistió asintomático en los controles realizados al mes y a los 6 meses, sin evidencia de isquemia en la evaluación funcional no invasiva.

Anomalous aortic origin of the left coronary artery.

We present an unusual case of an anomalous left coronary artery arising from the contralateral sinus of Valsalva: a 63-year-old male patient who consulted to our emergency department with 1-week history of progressive dyspnea on exertion with clinical signs of heart failure, associated with lung congestion on the chest X ray and elevated NT-proBNP levels (2000 pg/ml; normal value <150). Doppler echocardiography showed severe dilation of both left atrium and left ventricle, with severe deterioration of LV systolic function (Ejection fraction of 26%), global hypokinesia and a moderate mitral regurgitation with central jet. A cardiac catheterization was performed, which evidenced an anomalous origin of the left main coronary artery from the right coronary sinus with a proximal lesion of nearly 50%. A coronary computed tomographic angiography confirmed the diagnosis of an anomalous origin with an intramyocardial path at the level of the interventricular septum, associated with moderate extrinsic compression. To determine the degree of functional ischemia presented by the left main coronary artery lesion we performed a fractional flow reserve evaluation, resulting in 0.75, which was ranked as significant. An angioplasty with implantation of a drug-eluting stent (with Everolimus) was performed successfully to the target lesion. The patient evolved favorably during hospitalization and was discharged from the medical center to continue outpatient follow-up. Patient remained asymptomatic at 1-month and 6 months, during clinical evaluation, without evidence of ischemia on noninvasive functional assessment.

Presentamos un raro caso de nacimiento anómalo de arteria coronaria izquierda en el seno de Valsalva contralateral. Se trata de un hombre de 63 años que consultó al servicio de emergencias de nuestro centro por disnea progresiva de una semana de evolución, con signos clínicos de insuficiencia cardíaca, asociado a signos de congestión en la radiografía de tórax, y valores de NT-proBNP elevados (2000 pg/ml; valor normal <150). El ecocardiograma Doppler evidenció dilatación grave de la aurícula y del ventrículo izquierdo, con deterioro grave de la función sistólica (fracción de eyección de 26%), hipoquinesia global e insuficiencia mitral moderada con jet central. Se realizó una cinecoronariografía que evidenció el nacimiento anómalo del tronco de arteria coronaria izquierda desde el seno coronario derecho, con una lesión cercana al 50%. Una angiotomografía coronaria confirmó el origen anómalo del vaso coronario, con trayecto intramiocárdico a nivel del septum interventricular asociado a compresión extrínseca moderada. Para determinar el grado de isquemia funcional que presentaba la lesión del tronco coronario izquierdo se evaluó la reserva de flujo fraccional, que arrojó un resultado de 0.75 el cual se consideró significativo, prosiguiendo a angioplastia con implante de stent liberador de droga (con Everolimus) a dicha lesión. El paciente evolucionó favorablemente durante la internación en el hospital, egresando de la institución para continuar seguimiento ambulatorio. Persistió asintomático en los controles realizados al mes y a los 6 meses, sin evidencia de isquemia en la evaluación funcional no invasiva.

Drug-induced QT Interval Prolongation in the Intensive Care Unit.

BACKGROUND: The most common acquired cause of Long QT syndrome (LQTS) is drug induced QT interval prolongation. It is an electrophysiological entity, which is characterized by an extended duration of the ventricular repolarization. Reflected as a prolonged QT interval in a surface ECG, this syndrome increases the risk for polymorphic ventricular tachycardia (Torsade de Pointes) and sudden death. METHOD: Bibliographic databases as MEDLINE and EMBASE, reports and drug alerts from several regulatory agencies (FDA, EMEA, ANMAT) and drug safety guides (ICH S7B, ICH E14) were consulted to prepare this article. The keywords used were: polymorphic ventricular tachycardia, adverse drug events, prolonged QT, arrhythmias, intensive care unit and Torsade de Pointes. Such research involved materials produced up to December 2017. RESULTS: Because of their mechanism of action, antiarrhythmic drugs such as amiodarone, sotalol, quinidine, procainamide, verapamil and diltiazem are associated to the prolongation of the QTc interval. For this reason, they require constant monitoring when administered. Other noncardiovascular drugs that are widely used in the Intensive Care Unit (ICU), such as ondansetron, macrolide and fluoroquinolone antibiotics, typical and atypical antipsychotics agents such as haloperidol, thioridazine, and sertindole are also frequently associated with the prolongation of the QTc interval. As a consequence, critical patients should be closely followed and evaluated. CONCLUSION: ICU patients are particularly prone to experience a QTc interval prolongation mainly for two reasons. In the first place, they are exposed to certain drugs that can prolong the repolarization phase, either by their mechanism of action or through the interaction with other drugs. In the second place, the risk factors for TdP are prevalent clinical conditions among critically ill patients. As a consequence, the attending physician is expected to perform preventive monitoring and ECG checks to control the QTc interval.