Abstracts Publicaciones 2021
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Portal Revistas U. de Chile
Factores pronósticos de morbimortalidad cardiovascular en pacientes egresados con infarto agudo al miocardio seguidos por un año
Acute myocardial infarction is one of the main causes of death in the world, this occurs in the in-hospital period as well as in the follow-up. It has been much studied what occurs in the in-hospital period, but much less what occurs in the follow-up of patients with this pathology. The objective of this study was to follow patients discharged after myocardial infarction for 1 year and analyze predictors of cardiovascular events. 1174 patients were followed for 1 year, of which 17% presented some serious cardiovascular event, associated with the presence of male sex, older age, arterial hypertension, previous history of angina, hospital treatment only pharmacological, inclusion of positive inotropes in the initial treatment and use of calcium channel blockers, factors already shown by international literature but less analyzed in our country, and furthermore, the demonstration that invasive management with coronary angioplasty or bypass surgery are protective factors of the occurrence of events in this period, which reinforces the idea of a more intensive and invasive management in patients with this pathology.
Rev Hosp Clín Univ Chile 2019; 30: 223 - 30
Héctor Ugalde P., Ignacio Cifuentes R., Pablo Romero A., Ariel Castro L.
En Chile y el mundo las enfermedades cardiovasculares son la principal causa de muerte de la población(1,2), entre ellas está el infarto agudo al miocardio (IAM). Experiencias internacionales muestran que el riesgo cardiovascular aumenta en pacientes egresados por IAM, tanto en el corto plazo (período intrahospitalario)(3) como en el largo plazo (hasta un año post egreso)(4). Esto ha sido poco estudiado a nivel nacional. La ocurrencia de muerte por IAM o cualquier evento cardiovascular grave post alta depende de factores muy variados, los cuales pueden relacionarse con la historia clínica del paciente, las características del IAM o de su tratamiento tanto al ingreso como al alta(4). Así, resultaría útil conocer los elementos que se relacionan con nuevos eventos cardiovasculares graves y/o muerte al largo plazo en una cohorte de pacientes nacionales. Muchos de los trabajos realizados con objetivos similares fueron desarrollados en la “era preangioplastia”(5) donde el tratamiento para el IAM era esencialmente farmacológico, por lo que ante el avance de nuevas técnicas intervencionistas y farmacológicas surge la necesidad de reevaluar las incidencias de los diferentes eventos cardiovasculares durante el seguimiento y los factores que podrían asociarse a ellos, sobre todo considerando que la literatura internacional muestra que pese al desarrollo de nuevas terapias, las tasas de IAM recurrente continúan siendo altas(6).
Esto motiva este estudio, cuyo objetivo es determinar la incidencia y predictores de nuevos eventos cardiovasculares en pacientes egresados por IAM en un año plazo con la idea de obtener evidencia local actualizada que permita proponer medidas que puedan disminuir la incidencia de estos eventos.
Tabla 1. Total de variables analizadas
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)
MATERIALES Y MÉTODOS
El tipo de diseño corresponde a un estudio de cohorte, analítico, con secuencia temporal longitudinal y selección retrospectiva de datos. Primero, se generó un registro de todos los pacientes (P) egresados por IAM entre los años 1988 y 2009 del Departamento Cardiovascular del Hospital Clínico Universidad de Chile. Luego, se aplicó como criterio de inclusión la existencia de tener al menos un seguimiento de 12 meses post alta o de mortalidad dentro de este periodo, excluyéndose todos los P que no cumplieran este requisito. Posteriormente, se evaluó en cada P la presencia de 29 variables que se relacionaban con su historia clínica, características del IAM, tratamiento hospitalario y al alta (Tabla 1). Luego se registró en cada P la presencia o no de eventos cardiovasculares graves (muerte, re-IAM, insuficiencia cardiaca, síndrome coronario agudo, accidente vascular encefálico y/o necesidad de revascularización).
A continuación, se realizó un análisis estadístico bivariado, mediante test de chi cuadrado o t de student, con p<0.05 como significativo para cada una de las variables estudiadas con el objetivo de determinar cuáles tenían relación con la presencia o no de un nuevo evento cardiovascular grave durante el seguimiento. De esta forma, se calculó el odds ratio y un intervalo de confianza de un 95% para cada variable. A partir de todo esto, se seleccionaron aquellas variables con un valor de p significativo. Finalmente, para evaluar la significancia estadística de las relaciones causales establecidas entre variables y cada uno de los resultados, se realizó un análisis multivariado, generando un modelo de predicción con las variables seleccionadas como significativas mediante el análisis bivariado. La interpretación de este análisis se realiza según el valor del área bajo la curva ROC (ABC) obtenido, el cual nos indica la capacidad de predicción que tendría el modelo para encontrar a aquellos pacientes que podrían tener un nuevo evento cardiovascular o morir durante el seguimiento(7). El programa utilizado para todos los cálculos estadísticos fue Stata v12.1.
RESULTADOS
Se conformó una serie de 1.174 pacientes, correspondiente a todos aquellos con registro de 12 meses de seguimiento post alta por IAM. La edad promedio fue de 60,6 años, el 79% fueron hombres, 52% hipertensos, 19% diabéticos y un 10% contaba con un IAM previo dentro de sus antecedentes. Las características de base de los pacientes están descritas en la Tabla 2.
Tabla 2. Características de los pacientes
![](data:image/png;base64,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)
De los pacientes seguidos, 207 (17,4%) presentaron algún evento durante el seguimiento. Algunos presentaron más de uno; su distribución se muestra en la Tabla 3, siendo un total de 320 eventos durante el estudio. Los eventos ocurridos variaron entre nuevos eventos mórbidos cardiovasculares, necesidad de reintervención y muerte. La descripción de los eventos ocurridos se muestra en la Tabla 4. Finalmente se registraron las muertes durante el seguimiento, encontrándose que 51 pacientes fallecieron (las causas se detallan en la Tabla 5).
Tabla 3. Número de eventos ocurridos durante el seguimiento
![](data:image/png;base64,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)
Tabla 4. Descripción de los eventos ocurridos durante seguimiento
![](data:image/png;base64,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)
Tabla 5. Causas de muerte durante el seguimiento
![](data:image/png;base64,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)
Se evaluó, mediante análisis bivariado y multivariado (resultado en Tabla 6), la relación entre estas variables (relacionadas con las características de los pacientes, del infarto y del tratamiento recibido) con la ocurrencia o no ocurrencia de alguno de los eventos definidos. Así, se observó que determinadas variables correspondían a factores de riesgo de ocurrencia de nuevos eventos. Estas fueron: sexo masculino, edad, HTA, historia previa de angina, tratamiento hospitalario únicamente farmacológico, inclusión de inótropos positivos en el tratamiento inicial y uso de bloqueadores de los canales del calcio (Tabla 7). Mientras que otras correspondían a factores protectores: función ventricular normal, clase funcional killip 1, tratamiento quirúrgico, realización de angioplastia coronaria percutánea y uso de otro antiagregante al alta (Tabla 7). Al generar la curva ROC se obtuvo un valor de 0,7, lo cual se considera una habilidad discriminativa aceptable.
Tabla 6. Factores predictores de eventos según análisis multivariado
![](data:image/png;base64,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)
Tabla 7. Factores de riesgo y protectores para la ocurrencia de eventos
![](data:image/png;base64,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)
DISCUSIÓN
El tratamiento y pronóstico del IAM ha evolucionado con el tiempo. Los primeros estudios realizados en el tema fueron desarrollados en la “era preangioplastia”, donde el uso de angioplastia coronaria o cirugía coronaria eran realizadas en la minoría de los pacientes y donde pocos recibían aspirina al alta(4); sin embargo, con el avance tecnológico ha existido una implementación y establecimiento gradual de los nuevos tratamientos basados en la evidencia, existiendo mayor utilización de terapia de reperfusión, angioplastia coronaria percutánea, terapia antiagregante, estatinas, beta-bloqueadores y de IECA/ARAII(8). Estos cambios también ocurrieron en el tratamiento recibido por los pacientes del presente estudio, actualizándose las terapias acorde con los avances de la evidencia. Así, por ejemplo, se suspendió el uso de fármacos bloqueadores de canales de calcio en el tratamiento post IAM luego de que su uso dejó de ser recomendado(9). Todo esto ha provocado una disminución en las tasas de mortalidad y morbilidad en pacientes egresados por IAM8, las cuales, pese a esto, siguen siendo elevadas(6).
Al analizar las características de los pacientes incluidos en el estudio se observa que presentan cifras elevadas de HTA, DM, angina previa e IAM previo, además de ser en su mayoría hombres mayores de 60 años. Esta muestra es concordante con la literatura en la presencia de “factores de riesgo clásicos”(10); sin embargo, vale la pena plantear la necesidad de encontrar nuevos indicadores y características de los pacientes egresados por IAM que permitan generar un mejor modelo de predicción para la ocurrencia de nuevos eventos cardiovasculares graves y disminuir la incidencia de estos.
La mayor cantidad de pacientes que sufrieron algún evento cardiovascular durante el seguimiento sufrió solo 1 evento, mientras que sólo 3 sufrieron 4 eventos. Esto puede deberse a la intensificación del cuidado luego de sufrir el evento, al posible desenlace fatal del evento o a otro factor desconocido.
Dentro de los eventos ocurridos, la mayor cantidad fueron síndromes coronarios agudos (SCA) lo cual posiblemente se deba a que la ocurrencia de un IAM representa un factor de riesgo importante para ello y a que el concepto de SCA incluye un espectro amplio de trastornos (SCA con y sin supradesnivel del segmento ST, y angina inestable(11)) por lo que su diagnóstico puede ser mayor. Por lo mismo, resulta lógico que las intervenciones realizadas aparezcan con menor frecuencia, ya que no todos los eventos requirieron de intervención. La presencia de accidente cerebro vascular (ACV) dentro de los eventos se debe a que este puede ser una complicación del IAM a corto y largo plazo, sobre todo en aquellos anteroapicales extensos y con presencia de trombos intracavitarios(12).
Entre las causas de muerte durante el seguimiento, la de mayor frecuencia fue muerte súbita, lo cual se condice con la literatura(5) y puede deberse a que este es un mecanismo de muerte frecuente en pacientes con enfermedad coronaria(13) y que muchas veces estos pacientes no son capaces de ser llevados para atención médica, por lo que son excluidos de ser clasificados en otras categorías de muerte. La presencia de re IAM e insuficiencia cardíaca como siguientes causas de muerte también es consistente con la literatura(5).
Al desarrollar el modelo de predicción para ocurrencia de eventos cardiovasculares graves en pacientes egresados por IAM durante un año de seguimiento, se encontraron como factores relacionados con mayor incidencia de eventos a factores relacionados con la historia de los pacientes como mayor edad, sexo masculino, HTA y angor previo, lo cual es concordante con experiencias internacionales(5,14) además de factores relacionados con el tratamiento de los pacientes como la inclusión de bloqueadores de canales de calcio, lo cual coincide con las más recientes actualizaciones acerca del efecto de estos medicamentos sobre el pronóstico de los pacientes(9) —recordar que su inclusión en el estudio responde a la extensión temporal del registro— y de inótropos positivos, lo cual tiene sentido al pensar que el uso de estos fármacos se ve en los pacientes con una condición más deteriorada. Por otro lado, como factores protectores asomaron elementos principalmente relacionados con un buena condición general de los pacientes (función ventricular normal y clase funcional killip 1) y con el tratamiento realizado: las medidas intervencionales (tanto angioplastia percutánea como resolución quirúrgica) se relacionan con una menor incidencia de nuevos eventos cardiovasculares en comparación con el uso de un tratamiento hospitalario únicamente farmacológico, lo cual es consistente con la literatura actual(15-19), pese a que la evidencia es mayor para la angioplastia por sobre el tratamiento quirúrgico. Conocidos estos factores, se debiese apuntar a modificar lo modificable dentro del tratamiento del IAM, de tal forma de potenciar los factores protectores en el tratamiento y además de poner mayor énfasis en el cuidado de aquellos pacientes que presentaran alguno de los factores de riesgo encontrados.
CONCLUSIÓN
Este estudio muestra en un grupo importante de pacientes a lo largo de un tiempo prolongado, que los factores asociados a eventos cardiovasculares graves y/o muerte son similares a los identificados en la literatura internacional, destacando la no aparición de diabetes como factor predictor negativo, pero a nuestro entender lo más significativo es la demostración de que la utilización de terapia invasiva como angioplastia coronaria o cirugía, son factores protectores de eventos a un año plazo, reforzando nuestra idea de proponer una actitud más invasiva en el manejo de este grave cuadro y así conseguir mejorar su pronóstico en el largo plazo.
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Correspondencia:
Dr. Héctor Ugalde Prieto
Departamento Cardiovascular Hospital Clínico Universidad de Chile
[email protected]
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