On stethoscopes, patient records, artificial intelligence, and zettabytes: A glimpse into the future of digital medicine in Mexico / Sobre estetoscopios, expedientes clínicos, inteligencia artificial y zettabytes: una mirada al futuro de la medicina digital en México

Abstract Science and technology are modifying medicine at a dizzying pace. Although access in our country to the benefits of innovations in the area of devices, data storage and artificial intelligence are still very restricted, the advance of digital medicine offers the opportunity to solve some of the biggest problems faced by medical practice and public health in Mexico. The potential areas where digital medicine can be disruptive are accessibility to quality medical care, centralization of specialties in large cities, dehumanization of medical treatment, lack of resources to access evidence-supported treatments, and among others. This review presents some of the advances that are guiding the new revolution in medicine, discusses the potential barriers to implementation, and suggest crucial elements for the path of incorporation of digital medicine in Mexico.

Resumen La ciencia y la tecnología han modificado la medicina a un ritmo vertiginoso. Si bien el acceso en México a los beneficios de las innovaciones en el área de dispositivos, almacenamiento de datos e inteligencia artificial aún es muy restringido, el avance de la medicina digital ofrece la oportunidad de solventar algunos de los problemas más grandes que enfrenta la práctica médica y la salud pública en este país. Las potenciales áreas en las que la medicina digital puede resultar innovadora son la accesibilidad a cuidados médicos de calidad, la centralización de las especialidades en grandes urbes, la deshumanización del trato médico, la falta de recursos para acceder a tratamientos avalados por evidencia, entre otros. Esta revisión presenta algunos de los avances que guían la nueva revolución en la medicina, revisa el potencial y las posibles barreras para su aplicación, además de sugerir elementos cruciales para el trayecto de incorporación de la medicina digital en México.

QRS-fragmentation: Case report and review of the literature / Fragmentación del QRS: reporte de caso y revisión de la literatura

Abstract Fragmentation of QRS complex (QRSf) is an easily evaluable, non-invasive electrocardiographic parameter that represents depolarisation anomalies and has been associated with several adverse outcomes, such as sudden death, fibrosis, arrhythmic burden, and a worse prognosis in different conditions, including coronary artery disease (CAD). The case is presented of a 69-year old male referred due to symptoms of chronic stable angina. His electrocardiogram showed sinus rhythm, absence of Q waves, but the presence of QRSf in the inferior leads and V4-V6. A Tc-99 myocardial perfusion SPECT scan revealed a fixed perfusion defect in the inferolateral region, corresponding to the finding of QRSf. QRSf is an easily valuable electrocardiographic marker with relative sensitivity, but poor specificity. Its routine clinical application could contribute to an increase in the suspicion of coronary artery disease. Conclusion: The presence of fragmented QRS represents distortion of signal conduction and depolarisation, which is related to myocardial scar or myocardial fibrosis. © 2016 Instituto Nacional de Cardiología Ignacio Chávez. Published by Masson Doyma México S.A. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/).

Resumen La fragmentación del QRS (fQRS) es un parámetro electrocardiográfico fácilmente evaluable que representa anomalías de despolarización y que se ha asociado a varios resultados adversos como muerte súbita, fibrosis, carga arrítmica y peor pronóstico en diferentes afecciones, incluyendo la enfermedad arterial coronaria (EAC). Se presenta el caso de un hombre de 69 años referido para estudio por síntomas compatibles con angina de esfuerzo. El electrocardiograma mostró ritmo sinusal, sin ondas Q, pero con fQRS en la cara inferior y en V4-V6. Un SPECT cardiaco con Tecnecio-99 demostró fijo inferior e inferolateral, correspondiente al territorio electrocardiográfico de fQRS. La fQRS es un marcador electrocardiográfico fácilmente valorable, relativamente sensible, aunque poco específico, el cual puede contribuir en la práctica clínica a aumentar la probabilidad de sospecha de una enfermedad arterial coronaria. © 2016 Instituto Nacional de Cardiología Ignacio Chávez. Publicado por Masson Doyma México S.A. Este es un artículo Open Access bajo la licencia CC BY-NC-ND (https://creativecommons.org/licenses/by-nc-nd/4.0/).

Reperfusion therapy of myocardial infarction in Mexico: A challenge for modern cardiology / La reperfusión en el infarto del miocardio en México: un reto para la cardiología moderna

Abstract: Mexico has been positioned as the country with the highest mortality attributed to myocardial infarction among the members of the Organization for Economic Cooperation and Development. This rate responds to multiple factors, including a low rate of reperfusion therapy and the absence of a coordinated system of care. Primary angioplasty is the reperfusion method recommended by the guidelines, but requires multiple conditions that are not reached at all times. Early pharmacological reperfusion of the culprit coronary artery and early coronary angiography (pharmacoinvasive strategy) can be the solution to the logistical problem that primary angioplasty rises. Several studies have demonstrated pharmacoinvasive strategy as effective and safe as primary angioplasty ST-elevation myocardial infarction, which is postulated as the choice to follow in communities where access to PPCI is limited. The Mexico City Government together with the National Institute of Cardiology have developed a pharmaco-invasive reperfusion treatment program to ensure effective and timely reperfusion in STEMI. The model comprises a network of care at all three levels of health, including a system for early pharmacological reperfusion in primary care centers, a digital telemedicine system, an inter-hospital transport network to ensure primary angioplasty or early percutaneous coronary intervention after fibrinolysis and a training program with certification of the health care personal. This program intends to reduce morbidity and mortality associated with myocardial infarction.

Resumen: México se ha posicionado como el país con mayor mortalidad atribuible al infarto del miocardio entre los países de la Organización de Cooperación y Desarrollo Económico. Esta tasa responde a múltiples factores, incluyendo una baja tasa de reperfusión y la ausencia de un sistema único y coordinado para la atención del infarto. Aun cuando la angioplastia es el método de reperfusión recomendado, requiere un sistema coordinado con personal entrenado y recursos materiales, condiciones que no siempre pueden ser alcanzadas. La reperfusión farmacológica temprana, seguida de angiografía coronaria temprana (estrategia farmacoinvasiva) es la solución al problema logístico que representa la angioplastia primaria. Múltiples estudios han demostrado que la estrategia farmacoinvasiva es tan segura y efectiva como la angioplastia primaria en el infarto agudo del miocardio con elevación del segmento ST, y se plantea como la estrategia de elección en comunidades donde el acceso a angioplastia está limitado por factores económicos, geográficos o socioculturales. El gobierno de la Ciudad de México en conjunto con el Instituto Nacional de Cardiología ha desarrollado un programa de estrategia farmacoinvasiva para asegurar la reperfusión temprana en el infarto del miocardio. El modelo comprende una red de atención en los 3 niveles, incluyendo un sistema de reperfusión farmacológica en centros de primer contacto, transferencia de electrocardiogramas mediante telemedicina entre el primer nivel y el Instituto Nacional de Cardiología, una red de transporte interhospitalario y un programa de entrenamiento y educación continua. El objetivo de este programa es reducir la morbilidad y la mortalidad asociadas al infarto del miocardio.

Efecto del tratamiento combinado con metformina/glimepirida sobre la función endotelial en pacientes con diabetes mellitus tipo 2 evaluados mediante PET / Effects of the combined treatment with Metformin/Glimepiride on endothelial function of patients with type 2 diabetes mellitus: a positron emission tomography (PET) evaluation study

The purpose of this study was to determine the effect of treatment, with Metformin alone or with the combination of Glimepiride/Metformin, on coronary endothelial function in asymptomatic patients with recently diagnosed type 2 diabetes mellitus (DM) Methods: 16 asymptomatic patients with type DM2 and 15 healthy controls (HC) were studied. At baseline and after treatment, myocardial blood flow (MBF) was measured with 13N-ammonia Possitron Emission Tomography (PET) at rest, during cold pressor testing (CPT) and during pharmacologic stress with adenosine. The endothelial dependent vasodilation index (EDVI), myocardial flow reserve (MFR) and the percentage of the change between rest MBF and CPT MBF (%deltaMBF) were calculated as markers of endothelial function. MBF was normalized to the rate pressure product (RPP). RESULTS: EDVI and %deltaMBF were significantly lower in diabetic patients before treatment in comparison with HC demonstrating endothelial dysfunction in the former. Treatment with Glimepiride/Metformin significantly increased EDVI and %deltaMBF in diabetic patients from baseline, thus showing an improvement in coronary endothelial function.

Tomografía computada multidetector de arterias coronarias: estado del arte. Parte I: aspectos técnicos / Computer multidetector tomography of coronary arteries: state-of-the-art. Part 1: technical aspects

The study of atherosclerotic disease in coronary arteries is fundamental since it is the first cause of death in the Western hemisphere. The gold standard for its diagnosis is invasive angiography, but it contributes to an increase in costs for this group of patients. Nowadays fourth generation computed tomography (CT) equipments can construct acquisition data of up to 256 images in only 400 milliseconds (ms), which is 900 to 1000 times faster than first generation apparatus. CT multidetector (CTMD) is the noninvasive choice diagnosis method for a vascular evaluation of the thorax. Its role in the study of the heart was limited, but today it is possible to obtain three-dimensional heart and whole body images in only seconds. CTMD is a fast, low-cost, noninvasive method that generates cardiac and extra cardiac images without adjacent structure interference. The higher temporal resolution due to an increase of the gantry's rotation and new reconstruction algorithms, as well as its higher spatial resolution and elevated time acquisition due to the presence of more detectors, have permitted CTMD to give significantly better and precise diagnosis of coronary arteries.

Estudio de la viabilidad miocárdica: Comparación de tomografía por emisión de positrones y resonancia magnética / Study of myocardial viability: Comparison of PET and MRI

Introducción: En los últimos años se han desarrollado diversos métodos que permiten evaluar zonas de miocardio viable. Actualmente el estándar de oro para este propósito es la Tomografía por Emisión de Positrones (PET). Recientemente, con el advenimiento y expansión de la resonancia magnética cardiovascular (RMCV), se han buscado diferentes índices y marcadores de viabilidad en este método de imagen; encontrándose hasta ahora que el reforzamiento tardío es uno de los marcadores más precisos para este fin. En este trabajo se busca correlacionar los datos obtenidos en PET con aquellos que muestra la RMCV en el estudio de la viabilidad miocárdica. Método: Se estudiaron 17 pacientes con diagnóstico de infarto del miocardio, a los cuales se les practicó una determinación de viabilidad miocárdica con Fluoro-18-deoxiglucosa.(PET-FDG) y un estudio para detección de viabilidad miocárdica mediante resonancia magnética. El periodo de tiempo entre ambos estudios fue en todos los casos menor a una semana. Los resultados fueron interpretados por expertos. Se utilizó el modelo de 17 segmentos de la American Heart Association. El patrón de reforzamiento tardío observado en el estudio de resonancia magnética fue comparado con la movilidad segmentaria. Se obtuvo sensibilidad, especificidad y factores predictivos tanto positivo como negativo de la RMCV en el diagnóstico de viabilidad. Los resultados de ambas técnicas fueron comparados utilizando el programa SPSS v. 10. Resultados: Se estudiaron 289 segmentos miocárdicos, PET detectó 239 (82.7%) segmentos viables y 50 (17.3%) segmentos no viables, con RMCV se encontraron 210 (72.6%) segmentos viables y 79 (27.4%) segmentos no viables. Ambas técnicas coincidieron el 75% de las veces y al analizarlo por territorio coronario específico la correlación fue muy buena. Conclusiones: La RMCV es una técnica adecuada para la evaluación de viabilidad miocardica. Este estudio es el primero en Latinoamérica que utiliza la RMCV y el PET de forma conjunta.

Background: In the last years, few methods for the assessment of myocardial viability have been developed. Now a days the gold standard test forthis purpose is the Positron Emission Tomography (PET). Recently, the expansion of Cardiovascular Magnetic Resonance imaging (MRI) has promoted the research for indexes or scores than can predict myocardial viability; so far, the late enhancement has proved to be one of the most accurate scores. The purpose of this study is to establish a correlation between the information of PET with the results of MRI in the assessment of myocardial viability. Late enhancement patterns and segmental mobility were compared. Sensitivity, specificity and positive and negative predictive values were calculated. SPSS v. 10 program was used forthe statistic analysis. Methods: 17 patients with diagnosis of myocardial infarction were enrolled. All of them underwent into a myocardial viability detection PET study and into a cardiovascular magnetic resonance study using a late enhancement technique. Results were interpreted by experts. The 17 segments model of The American Heart Association was used. Results: A total of 289 myocardial segments were analyzed, by PET 239 (82%) viable segments and 50 (17.3%) of non viable segments were detected, meanwhile by MRI 210 (72.6%) and 79 (27.4%) of viable and non viable myocardial segments respectively were found. Both techniques correlate 75% of the times and when vascular territories were analyzed, a good correlation was also established. Conclusions: MRI is an adequate technique to determine viability since it has good correlation with PET. This is the first study realized in Latin America that compares PET and MRI in the diagnosis of myocardial viability.