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          "es" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Relaci&#243;n entre las diferentes comorbilidades cardiovasculares y los grupos GOLD 2017&#46;</p> <p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">ACV&#58; accidente cerebrovascular&#59; AP&#58; arteriopat&#237;a perif&#233;rica&#46; Arritmia cardiaca&#58; fibrilaci&#243;n auricular&#59; CI&#58; cardiopat&#237;a isqu&#233;mica&#59; DM&#58; diabetes mellitus tipo 2&#59; ERC&#58; enfermedad renal cr&#243;nica&#59; GOLD&#58; <span class="elsevierStyleItalic">Global Initiative for Chronic Obstructive Lung Disease</span>&#59; HTA&#58; hipertensi&#243;n arterial&#59; IC&#58; insuficiencia cardiaca&#59; SAHS&#58; apnea del sue&#241;o&#46;</p> <p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">El tama&#241;o de cada nodo es proporcional a la prevalencia de cada una de las comorbilidades representadas&#46; La anchura de los nexos es proporcional al valor al cuadrado del coeficiente phi&#46; El color azul representa un aumento en la probabilidad de aparici&#243;n conjunta de 2 comorbilidades en un paciente&#44; mientras que las l&#237;neas rojas representan una disminuci&#243;n en la probabilidad de aparici&#243;n conjunta de ambas comorbilidades &#40;RRij<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1&#41;&#46; Solo se representan asociaciones estad&#237;sticamente significativas entre 2 enfermedades&#46;</p>"
        ]
      ]
    ]
    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">Introducci&#243;n</span><p id="par0125" class="elsevierStylePara elsevierViewall">Diversos estudios han mostrado como entre el 60-90&#37; de los pacientes con enfermedad pulmonar obstructiva cr&#243;nica &#40;EPOC&#41; presentan alguna comorbilidad concomitante&#44; con una media de cuatro enfermedades cr&#243;nicas por paciente<a class="elsevierStyleCrossRefs" href="#bib0225"><span class="elsevierStyleSup">1&#44;2</span></a>&#59; los accidentes cerebrovasculares &#40;ACV&#41; y las enfermedades cardiacas &#40;insuficiencia cardiaca &#91;IC&#93;&#44; cardiopat&#237;a isqu&#233;mica &#91;CI&#93; y arritmia&#41; se encuentran entre las comorbilidades m&#225;s prevalentes &#40;1&#44;2&#41;&#44; siendo de las principales causa de muerte en estos pacientes incluso desde las fases m&#225;s precoces de la enfermedad<a class="elsevierStyleCrossRef" href="#bib0235"><span class="elsevierStyleSup">3</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">En trabajos realizados en poblaci&#243;n adulta ambulatoria se estima que los pacientes con EPOC tienen un riesgo ajustado entre 2 y 5 veces mayor de presentar CI frente a sujetos sin EPOC<a class="elsevierStyleCrossRef" href="#bib0240"><span class="elsevierStyleSup">4</span></a>&#46; La amplia evidencia cient&#237;fica demuestra que la dislipidemia &#40;DLP&#41; es uno de los principales factores de riesgo para el desarrollo de CI<a class="elsevierStyleCrossRef" href="#bib0245"><span class="elsevierStyleSup">5</span></a>&#44; con una prevalencia en pacientes con EPOC entre el 30&#37; y el 70&#37;<a class="elsevierStyleCrossRefs" href="#bib0225"><span class="elsevierStyleSup">1&#44;2&#44;6&#44;7</span></a>&#44; muy superior a la de la poblaci&#243;n general<a class="elsevierStyleCrossRefs" href="#bib0230"><span class="elsevierStyleSup">2&#44;4&#44;6</span></a>&#46; Divo et al&#46;<a class="elsevierStyleCrossRef" href="#bib0255"><span class="elsevierStyleSup">7</span></a> demostraron que comorbilidades como la CI&#44; la fibrilaci&#243;n auricular y la IC tienen un impacto negativo sobre el pron&#243;stico vital de estos pacientes&#44; siendo la DLP junto a la hipertensi&#243;n arterial &#40;HTA&#41; los factores de riesgo mas prevalentes&#46;</p><p id="par0130" class="elsevierStylePara elsevierViewall">Este hecho nos debe hacer reflexionar acerca de la importancia de su control&#46; Ser conocedores de c&#243;mo en un paciente con EPOC dichos factores de riesgo se relacionan con la existencia de enfermedad cardiovascular es un elemento clave a la hora de realizar una adecuada prevenci&#243;n en su aparici&#243;n y&#47;o un mejor control de la patolog&#237;a&#46;</p><p id="par0015" class="elsevierStylePara elsevierViewall">Los objetivos del presente estudio fueron&#58; 1&#41; evaluar la relaci&#243;n existente entre el diagn&#243;stico de DLP y las presencia de enfermedad cardiovascular&#44; y compararlo con otros factores conocidos de riesgo cardiovascular como son la HTA&#44; la obesidad&#44; la diabetes mellitus tipo 2 &#40;DMT2&#41; y el s&#237;ndrome de apnea-hipopnea del sue&#241;o &#40;SAHS&#41;&#44; y 2&#41; determinar la relaci&#243;n entre las distintas comorbilidades cardiovasculares y los grupos de gravedad seg&#250;n la clasificaci&#243;n <span class="elsevierStyleItalic">Global Initiative for Chronic Obstructive Lung Disease</span> &#40;GOLD&#41; 2017&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">M&#233;todos</span><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Fuente de datos</span><p id="par0020" class="elsevierStylePara elsevierViewall">Entre el 1 de enero de 2012 y el 31 de diciembre de 2014 se realiz&#243; un estudio observacional transversal con pacientes con EPOC seguidos en la consulta ambulatoria de Neumolog&#237;a del Hospital Universitario Nuestra Se&#241;ora de Candelaria&#46;</p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Poblaci&#243;n de pacientes</span><p id="par0025" class="elsevierStylePara elsevierViewall">Se incluy&#243; en el estudio un total de 454 pacientes&#46; Se establecieron los siguientes criterios de inclusi&#243;n&#58; edad<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>40 a&#241;os&#44; fumador activo o exfumador con un &#237;ndice paquetes-a&#241;o &#40;IPA&#41;<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>10 y una ratio volumen espiratorio forzado en el primer segundo &#40;FEV<span class="elsevierStyleInf">1</span>&#41;&#47;capacidad vital forzada &#40;FVC&#41; menor del 70&#37; tras la administraci&#243;n de 400<span class="elsevierStyleHsp" style=""></span>&#956;g de salbutamol&#44; as&#237; como un seguimiento previo por neumolog&#237;a durante al menos 6 meses&#46; Los criterios de exclusi&#243;n considerados fueron la presencia de enfermedad respiratoria cr&#243;nica distinta de la EPOC y la existencia de obstrucci&#243;n cr&#243;nica al flujo a&#233;reo sin exposici&#243;n a humo de tabaco o con un IPA inferior a 10&#46;</p></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Covariantes</span><p id="par0030" class="elsevierStylePara elsevierViewall">A trav&#233;s de la historia cl&#237;nica informatizada se recogieron de cada paciente los siguientes par&#225;metros en el momento de la inclusi&#243;n&#58; edad&#44; sexo&#44; &#237;ndice de masa corporal &#40;&#91;IMC&#93; calculado por el peso en kg&#47;altura en m<span class="elsevierStyleSup">2</span>&#41;&#44; h&#225;bito tab&#225;quico &#40;fumador activo si por lo menos hab&#237;a fumado un cigarrillo en los 6 &#250;ltimos meses&#59; exfumador si hab&#237;a mantenido una abstinencia continuada de al menos 6 meses&#41; e intensidad tab&#225;quica mediante el IPA &#40;&#91;n&#250;mero de cigarrillos al d&#237;a<span class="elsevierStyleHsp" style=""></span>&#215;<span class="elsevierStyleHsp" style=""></span>a&#241;os fumando&#93;&#47;20&#41;&#44; as&#237; como la disnea evaluada con la escala modificada del <span class="elsevierStyleItalic">Medical Research Council</span>&#46; En relaci&#243;n con las comorbilidades&#44; se recogi&#243; informaci&#243;n acerca de factores de riesgo cardiovascular&#58;&#58; HTA&#44; DMT2&#44; DLP&#44; SAHS &#40;definido como un &#237;ndice apnea-hipopnea &#62; 15&#41; y obesidad &#40;definida como un IMC<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>30&#41;&#59; presencia de enfermedad cardiovascular&#58; CI&#44; fibrilaci&#243;n auricular&#44; IC&#44; ACV&#44; arteriopat&#237;a perif&#233;rica &#40;AP&#41; y enfermedad renal cr&#243;nica &#40;ERC&#41;&#46; Estas comorbilidades fueron confirmadas en consulta y mediante la revisi&#243;n de la prescripci&#243;n farmacol&#243;gica&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">Se calcul&#243; el &#237;ndice de comorbilidad de Charlson para cada paciente<a class="elsevierStyleCrossRef" href="#bib0260"><span class="elsevierStyleSup">8</span></a>&#46; Tambi&#233;n se registraron los datos obtenidos de la espirometr&#237;a forzada como son el FEV<span class="elsevierStyleInf">1</span>&#44; el FVC y el cociente FEV1&#47;FVC&#46; Los pacientes se estratificaron conforme a los 4 grados de gravedad recogidos en la clasificaci&#243;n GOLD 2009<a class="elsevierStyleCrossRef" href="#bib0265"><span class="elsevierStyleSup">9</span></a> y GOLD 2017<a class="elsevierStyleCrossRef" href="#bib0270"><span class="elsevierStyleSup">10</span></a>&#46;</p></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">An&#225;lisis estad&#237;stico</span><p id="par0040" class="elsevierStylePara elsevierViewall">Dependiendo de la naturaleza de las variables se utilizaron estad&#237;sticas descriptivas distintas para las variables cuantitativas &#40;media&#44; desviaci&#243;n est&#225;ndar&#44; mediana e intercuartil&#41; y cualitativas &#40;&#37;&#41;&#46; La prevalencia puntual de comorbilidades se calcul&#243; estimando las proporciones conforme al m&#233;todo Clopper-Pearson del paquete binGroup<a class="elsevierStyleCrossRef" href="#bib0275"><span class="elsevierStyleSup">11</span></a>&#46; Dependiendo de qu&#233; condiciones se cumplieran&#44; el an&#225;lisis de la asociaci&#243;n entre comorbilidades se realiz&#243; mediante el test de Fisher o la prueba de Chi-cuadrado cuando no se cumplieran las condiciones para el anterior&#46; De acuerdo con lo propuesto por Hidalgo et al&#46;<a class="elsevierStyleCrossRef" href="#bib0280"><span class="elsevierStyleSup">12</span></a> el grado de asociaci&#243;n entre comorbilidades se cuantific&#243; por estimaci&#243;n del riesgo relativo &#40;RRij&#41;&#44; as&#237; como por el coeficiente de correlaci&#243;n phi &#40;&#632;&#41;&#46; Para calcular el RRij en el caso de 2 enfermedades en el mismo paciente&#44; se emple&#243; la siguiente ecuaci&#243;n&#58; RRij<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span> &#40;Cij<span class="elsevierStyleHsp" style=""></span>x<span class="elsevierStyleHsp" style=""></span>N&#41;&#47;&#40;Pi<span class="elsevierStyleHsp" style=""></span>&#215;<span class="elsevierStyleHsp" style=""></span>Pj&#41;&#44; donde Cij es el n&#250;mero de pacientes que sufren ambas enfermedades &#40;ij&#41;&#44; N el n&#250;mero total de pacientes y P el n&#250;mero de pacientes que presentan una de las 2 enfermedades&#46; La correlaci&#243;n phi &#40;&#632;&#41; se calcul&#243; mediante la funci&#243;n &#632; del paquete psych<a class="elsevierStyleCrossRef" href="#bib0285"><span class="elsevierStyleSup">13</span></a>&#46; Las asociaciones entre comorbilidades se representaron gr&#225;ficamente mediante nodos y enlaces&#44; donde el tama&#241;o de cada nodo es proporcional a la prevalencia de cada comorbilidad y la anchura de los enlaces al valor al cuadrado del coeficiente de &#632;&#46; As&#237;&#44; los bordes restantes representan las asociaciones estad&#237;sticamente significativas entre las 2 enfermedades&#46; Esta manera de presentaci&#243;n de los datos mejora la visi&#243;n general del patr&#243;n de comorbilidades&#46; Adem&#225;s&#44; en la gr&#225;fica se incluyeron los diferentes grupos seg&#250;n la GOLD 2017&#46;</p></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Aspectos &#233;ticos</span><p id="par0045" class="elsevierStylePara elsevierViewall">El estudio fue aprobado por el Comit&#233; de &#201;tica del Hospital Universitario Nuestra Se&#241;ora de la Candelaria&#46;</p></span></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Resultados</span><p id="par0050" class="elsevierStylePara elsevierViewall">La <a class="elsevierStyleCrossRef" href="#tbl0005">tabla 1</a> describe las caracter&#237;sticas de los 454 pacientes con EPOC&#46; La mayor&#237;a de ellos fueron hombres &#40;78&#37; vs&#46; 22&#37; mujeres&#41;&#44; con una media de edad de 69 a&#241;os&#44; un FEV<span class="elsevierStyleInf">1</span> predicho medio de 55 &#177; 20&#37;&#44; y m&#225;s de un tercio eran fumadores activos &#40;36&#37;&#41;&#46; De acuerdo con las categor&#237;as GOLD 2017&#44; 146 &#40;32&#37;&#41; pacientes se clasificaron como GOLD A&#44; 213 &#40;47&#37;&#41; como GOLD B&#44; 10 &#40;2&#37;&#41; como GOLD C y 85 &#40;19&#37;&#41; como GOLD D&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0055" class="elsevierStylePara elsevierViewall">Con respecto al perfil cardiovascular nuestros pacientes con EPOC presentan una alta tasa de DLP&#44; HTA&#44; DMT2 y obesidad&#46; En lo referente a la enfermedad cardiovascular&#44; se encontr&#243; una alta prevalencia de CI&#44; fibrilaci&#243;n auricular e IC &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">tabla 1</a>&#41;&#46;</p><p id="par0060" class="elsevierStylePara elsevierViewall">En cuanto a los factores de riesgo cardiovascular la DLP se relacion&#243; con la presencia de ACV &#40;RRij 1&#44;36&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0054&#41;&#44; ERC &#40;RRij 1&#44;34&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00023&#41;&#44; AP &#40;RRij 1&#44;38&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00015&#41;&#44; IC &#40;RRij 1&#44;22&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;012&#41;&#44; CI &#40;RRij 1&#44;22&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0055&#41; y fibrilaci&#243;n auricular &#40;RRij 1&#44;28&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0004&#41;&#46; Tanto la HTA como la DMT2 fueron relacionadas con estas mismas patolog&#237;as cardiovasculares&#46; Adem&#225;s&#44; la obesidad y el SAHS estaban significativamente relacionadas con presencia de IC y ERC &#40;<a class="elsevierStyleCrossRef" href="#tbl0010">tabla 2</a>&#44; <a class="elsevierStyleCrossRef" href="#fig0005">fig&#46; 1</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0065" class="elsevierStylePara elsevierViewall">A todo ello hay que a&#241;adir que la presencia de DLP estaba significativamente relacionada con los dem&#225;s factores de riesgo cardiovascular &#40;SAHS&#44; HTA&#44; DMT2 y obesidad&#41; &#40;<a class="elsevierStyleCrossRef" href="#tbl0015">tabla 3</a>&#44; <a class="elsevierStyleCrossRef" href="#fig0005">fig&#46; 1</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0015"></elsevierMultimedia><p id="par0070" class="elsevierStylePara elsevierViewall">En lo que respecta a la clasificaci&#243;n de la GOLD 2017&#44; el grupo B presenta una mayor relaci&#243;n con la comorbilidad cardiovascular respecto al resto de grupos &#40;<a class="elsevierStyleCrossRef" href="#tbl0020">tabla 4</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0020"></elsevierMultimedia></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Discusi&#243;n</span><p id="par0075" class="elsevierStylePara elsevierViewall">En nuestra muestra aproximadamente el 70&#37; de los pacientes con EPOC fueron dislipid&#233;micos&#46; Qued&#243; demostrado que la DLP de estos pacientes estaba significativamente relacionada con la presencia de enfermedad cardiovascular&#44; sobre todo con el ACV&#44; ERC y AP&#46; La HTA y la DMT2 fueron los factores de riesgo cardiovascular m&#225;s relacionados con la presencia de la enfermedad cardiovascular&#46; Adem&#225;s&#44; el grupo B de la clasificaci&#243;n GOLD 2017 mostr&#243; una marcada asociaci&#243;n con la comorbilidad cardiovascular&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">En nuestro estudio&#44; la existencia de DLP se relacionaba de forma significativa con la presencia de fibrilaci&#243;n auricular&#44; CI&#44; e IC&#44; adquiriendo especial relevancia en el ACV&#44; AP y ERC&#46; Este hecho nos orienta acerca de su relevante implicaci&#243;n en el desarrollo de la patolog&#237;a cardiovascular y la importancia en su prevenci&#243;n&#46; Aunque las enfermedades cardiovasculares son una comorbilidad habitual en los pacientes con EPOC<a class="elsevierStyleCrossRefs" href="#bib0225"><span class="elsevierStyleSup">1&#44;4&#44;6&#44;7</span></a>&#44; los estudios dirigidos a evaluar el papel de la DLP en esta enfermedad son escasos<a class="elsevierStyleCrossRefs" href="#bib0290"><span class="elsevierStyleSup">14&#8211;17</span></a> sin poder encontrar un perfil lip&#237;dico propio<a class="elsevierStyleCrossRefs" href="#bib0290"><span class="elsevierStyleSup">14&#8211;16</span></a>&#46; Un estudio realizado por nuestro grupo determin&#243; como los pacientes con EPOC mostraban 5 veces m&#225;s riesgo de presentar DLP &#40;OR&#58; 5&#44;04&#59; IC 95&#37;&#58; 2&#44;36-10&#44;74&#41; comparado con el grupo control tras corregir por variables de confusi&#243;n como son la edad&#44; el sexo y el &#237;ndice paquetes-a&#241;o<a class="elsevierStyleCrossRef" href="#bib0250"><span class="elsevierStyleSup">6</span></a>&#46; En este sentido&#44; diversos trabajos han descrito que en los pacientes con EPOC los niveles de colesterol total&#44; triglic&#233;ridos y lipoprote&#237;nas de baja densidad eran m&#225;s altos que los de la poblaci&#243;n control&#44; adem&#225;s de acompa&#241;arse de un descenso de los niveles lipoproteinas de alta densidad &#40;HDL&#41; y apolipoproteina &#40;Apo&#41; B-100&#44; lo que podr&#237;a estar influenciado por el grado de inflamaci&#243;n sist&#233;mica del paciente<a class="elsevierStyleCrossRef" href="#bib0295"><span class="elsevierStyleSup">15</span></a>&#46; En l&#237;nea con estos datos el estudio de Krakhmalova et al&#46;<a class="elsevierStyleCrossRef" href="#bib0300"><span class="elsevierStyleSup">16</span></a> describi&#243; que aquellos pacientes con EPOC con CI concomitante mostraban mayores niveles de LDL frente a pacientes sin afectaci&#243;n coronaria&#44; describi&#233;ndose una peor evoluci&#243;n del fen&#243;meno ateroescler&#243;tico especialmente en aquellos sujetos con hipoxemia cr&#243;nica&#44; un aspecto que podr&#237;a agravarse en aquellos sujetos con diagn&#243;stico de SAHS<a class="elsevierStyleCrossRef" href="#bib0310"><span class="elsevierStyleSup">18</span></a>&#46;</p><p id="par0085" class="elsevierStylePara elsevierViewall">Por el contrario&#44; la ERC parece promover cambios en el perfil lip&#237;dico<a class="elsevierStyleCrossRefs" href="#bib0315"><span class="elsevierStyleSup">19&#8211;21</span></a>&#46; Se han descrito niveles de LDL ligeramente elevados&#44; de HDL bajos&#44; de triglic&#233;ridos altos y de lipoprote&#237;na &#40;a&#41; aumentados&#46; Estas alteraciones est&#225;n relacionadas con el grado de afectaci&#243;n renal&#44; la etiolog&#237;a primaria de la ERC&#44; la presencia de s&#237;ndrome nefr&#243;tico y con la t&#233;cnica de di&#225;lisis empleada en la terapia de reemplazo renal<a class="elsevierStyleCrossRefs" href="#bib0320"><span class="elsevierStyleSup">20&#44;21</span></a>&#46; Los hechos m&#225;s arriba mencionados sugieren que tanto el estado inflamatorio subyacente en pacientes con EPOC como las comorbilidades asociadas podr&#237;an facilitar alteraciones en las fracciones lip&#237;dicas&#44; lo que puede explicar la ausencia de una relaci&#243;n clara entre el grado de obstrucci&#243;n del flujo a&#233;reo y los cambios en el perfil lip&#237;dico<a class="elsevierStyleCrossRefs" href="#bib0330"><span class="elsevierStyleSup">22&#44;23</span></a>&#46; Adem&#225;s&#44; el efecto a&#241;adido del tabaco as&#237; como la intensidad del consumo &#40;recordemos que existe una relaci&#243;n dosis-respuesta entre el n&#250;mero de cigarros consumidos y los cambios en el perfil lip&#237;dico&#41;<a class="elsevierStyleCrossRef" href="#bib0340"><span class="elsevierStyleSup">24</span></a>&#44; pueden incrementar paralelamente el grado de inflamaci&#243;n sist&#233;mica en estos pacientes&#44; lo que favorecer&#225; que encontremos variaciones en las fracciones lip&#237;dicas de estos enfermos&#46; Siendo conocedores de ello es razonable valorar la posibilidad de que en los pacientes con EPOC&#44; especialmente en aquellos con tabaquismo activo y&#47;o presencia de SAHS o ERC concomitante&#44; debamos aplicar una actitud terap&#233;utica &#8220;m&#225;s agresiva&#8221; tanto en las recomendaciones diet&#233;ticas como en el uso de hipolipemiantes comparado con sujetos dislip&#233;micos sin EPOC&#46; No obstante&#44; son precisos estudios que avalen esta hip&#243;tesis&#46;</p><p id="par0090" class="elsevierStylePara elsevierViewall">Debemos a&#241;adir que en nuestra poblaci&#243;n tanto la DLP como la DMT2 y la HTA&#44; fueron factores relacionados con la presencia de AP&#46; Houben-Wilke et al&#46;<a class="elsevierStyleCrossRef" href="#bib0345"><span class="elsevierStyleSup">25</span></a> mostraron el impacto cl&#237;nico negativo de este hecho en los pacientes con EPOC&#44; en los que la capacidad funcional evaluada con la prueba de caminata de 6<span class="elsevierStyleHsp" style=""></span>minutos disminu&#237;a y empeoraba el estado de salud y la calidad de vida&#44; razones todas ellas por las que el control de dichos factores de riesgo cardiovascular es clave en su prevenci&#243;n y manejo<a class="elsevierStyleCrossRefs" href="#bib0350"><span class="elsevierStyleSup">26&#44;27</span></a>&#46;</p><p id="par0095" class="elsevierStylePara elsevierViewall">Adem&#225;s&#44; debemos destacar el hecho de que la HTA y la DMT2 fueron los factores de riesgo cardiovascular que mayor relaci&#243;n mostraron con la presencia de CI y de ACV&#44; lo que confirma la importancia del manejo correcto de estos factores de riesgo a fin de prevenir dichos eventos<a class="elsevierStyleCrossRefs" href="#bib0360"><span class="elsevierStyleSup">28&#44;29</span></a>&#46; Los principales factores de riesgo de accidente cerebrovascular&#44; que combinados representan el 88&#44;1&#37; de los riesgos atribuibles a la poblaci&#243;n&#44; incluyen antecedentes de HTA&#44; tabaquismo activo&#44; &#237;ndice cintura-cadera&#44; tipo de alimentaci&#243;n&#44; inactividad f&#237;sica&#44; diabetes mellitus&#44; ingesta de alcohol&#44; estr&#233;s psicosocial&#44; causas card&#237;acas y la proporci&#243;n de apolipoprote&#237;nas B a A1<a class="elsevierStyleCrossRef" href="#bib0370"><span class="elsevierStyleSup">30</span></a>&#46; Estos factores de riesgo tambi&#233;n se aplican a los pacientes con EPOC&#46; As&#237;&#44; el v&#237;nculo entre la EPOC e ictus puede presentar sesgo por un efecto de confusi&#243;n<a class="elsevierStyleCrossRef" href="#bib0375"><span class="elsevierStyleSup">31</span></a>&#46; Parece ser que las estatinas pudieran aportar un efecto beneficioso en la EPOC&#44; ya que se ha sugerido que reducen el riesgo de exacerbaci&#243;n de hasta un 30&#37; y del riesgo de mortalidad en un 21-78&#37;<a class="elsevierStyleCrossRefs" href="#bib0380"><span class="elsevierStyleSup">32&#44;33</span></a>&#46; Sin embargo&#44; los datos siguen siendo confusos&#44; y mientras que un metaan&#225;lisis reciente confirm&#243; la asociaci&#243;n de las estatinas con una reducci&#243;n significativa del riesgo de infarto de miocardio&#44; no pudo demostrar ning&#250;n beneficio en cuanto a la prevenci&#243;n del ictus<a class="elsevierStyleCrossRef" href="#bib0390"><span class="elsevierStyleSup">34</span></a>&#46;</p><p id="par0100" class="elsevierStylePara elsevierViewall">Para finalizar&#44; la obesidad se relacion&#243; con la presencia de DLP&#44; DMT2 y HTA lo que nos puede alertar acerca de la importancia de detectar a este tipo de pacientes por la alta probabilidad de padecer un s&#237;ndrome metab&#243;lico&#46; Este s&#237;ndrome es un problema complejo&#44; caracterizado por obesidad abdominal&#44; DLP aterog&#233;nica&#44; HTA y resistencia a la insulina-intolerancia a la glucosa&#44; las cuales se asocian con un estado protromb&#243;tico y proinflamatorio mayor&#46; Estos pacientes tienen un mayor IMC&#44; una funci&#243;n pulmonar m&#225;s conservada y un mayor grado de inflamaci&#243;n sist&#233;mica&#44; respecto a aquellos pacientes con EPOC sin s&#237;ndrome metab&#243;lico<a class="elsevierStyleCrossRef" href="#bib0395"><span class="elsevierStyleSup">35</span></a>&#46; A dicho aspecto se suma que en nuestros pacientes obesos se duplica el riesgo de padecer SAHS&#46; Soler et al&#46;<a class="elsevierStyleCrossRef" href="#bib0400"><span class="elsevierStyleSup">36</span></a> han establecido que hasta el 65&#37; de los pacientes con EPOC con obstrucci&#243;n al flujo a&#233;reo moderada-grave muestran un &#237;ndice de apnea-hipopnea superior a 5&#44; a lo que se a&#241;ade los resultados obtenidos por Raherinson et al&#46;<span class="elsevierStyleSup">37</span> en donde los grupo A y B de la GOLD 2011 eran los que mayor prevalencia de SAHS mostraban&#46; Es esencial un diagn&#243;stico precoz de esta enfermedad ya que dichos pacientes con s&#237;ndrome <span class="elsevierStyleItalic">overlap</span> muestran una mayor mortalidad si no son tratados correctamente con CPAP<a class="elsevierStyleCrossRef" href="#bib0410"><span class="elsevierStyleSup">38</span></a>&#46; Desde el punto del perfil lip&#237;dico&#44; un meta-an&#225;lisis publicado por Nadeem et al&#46;39 &#40;39&#41; determin&#243; como el uso de estos dispositivos en pacientes con SAHS disminuye los niveles de colesterol total y LDL as&#237; como incrementa los niveles de HDL</p><p id="par0105" class="elsevierStylePara elsevierViewall">En lo que respecta a los grupos de la GOLD 2017 y su relaci&#243;n con la comorbilidad cardiovascular&#44; vemos como el grupo A es el que menor relaci&#243;n presenta con la existencia de dichas patolog&#237;as&#44; siendo el grupo B el mayormente afectado&#46; Estos hallazgos refrendan lo publicado por diversos estudios en los que los pacientes con EPOC presentaron una mayor carga de comorbilidades&#44; en especial de tipo cardiovascular<a class="elsevierStyleCrossRefs" href="#bib0405"><span class="elsevierStyleSup">37&#8211;41</span></a>&#46; Sorprendentemente&#44; el grupo D&#44; un grupo de pacientes sintom&#225;ticos con riesgo elevado de exacerbaciones&#44; no mostr&#243; una asociaci&#243;n positiva con las distintas enfermedades analizadas&#46; Este hecho podr&#237;a explicarse bien por la falta de poder estad&#237;stico&#44; ya que el grupo D solo inclu&#237;a al 19&#37; de la muestra total&#44; bien por el hecho de que&#44; en estos pacientes&#44; tanto la sintomatolog&#237;a como las exacerbaciones proced&#237;an exclusivamente de la enfermedad respiratoria&#46; Podr&#237;a haber un sesgo de supervivencia&#44; donde los pacientes con estadios m&#225;s avanzados de la EPOC carecer&#237;an de factores predisponentes para desarrollar enfermedades cardiovasculares y&#44; por lo tanto&#44; lograr&#237;an estadios evolutivos m&#225;s avanzados<a class="elsevierStyleCrossRef" href="#bib0430"><span class="elsevierStyleSup">42</span></a>&#46;</p><p id="par0110" class="elsevierStylePara elsevierViewall">Nuestro estudio tiene algunas limitaciones&#44; la primera y m&#225;s importante&#44; su localismo y el tama&#241;o de la muestra&#46; Es obvio que una muestra mayor habr&#237;a revelado diferencias significativas no detectadas en nuestro estudio&#46; Tenemos que se&#241;alar la elevada prevalencia de la DLP en nuestra poblaci&#243;n&#44; mucho mayor que la media de otros estudios nacionales<a class="elsevierStyleCrossRef" href="#bib0435"><span class="elsevierStyleSup">43</span></a>&#59; esto podr&#237;a deberse a una condici&#243;n caracter&#237;stica de la poblaci&#243;n general de las Islas Canarias<a class="elsevierStyleCrossRef" href="#bib0440"><span class="elsevierStyleSup">44</span></a>&#46; En segundo lugar se podr&#237;a haber incurrido en un sesgo de informaci&#243;n debido a la recuperaci&#243;n de las variables a partir los registros cl&#237;nicos de los pacientes&#44; no obstante la estandarizaci&#243;n actual de los criterios diagn&#243;sticos minimiza las diferencias entre los estudios consultados&#46; En todos los pacientes se confirm&#243; el diagn&#243;stico de DLP&#44; basado en la revisi&#243;n de la medicaci&#243;n prescrita en la historia cl&#237;nica electr&#243;nica&#46; Tercero&#44; el registro de nuestros pacientes no se hizo conforme al CAT&#59; de esta manera las relaciones y proporciones de los grupos variar&#237;an con respecto a la clasificaci&#243;n basada en la escala modificada del <span class="elsevierStyleItalic">Medical Research Council</span><a class="elsevierStyleCrossRef" href="#bib0425"><span class="elsevierStyleSup">41</span></a>&#46; Tambi&#233;n debemos mencionar que las limitaciones derivadas de las caracter&#237;sticas del estudio &#40;transversal&#41;&#44; as&#237; como la falta de un grupo control no permiten determinar la causalidad&#46; Finalmente&#44; no podemos ignorar que no se pueden extraer conclusiones significativas relativas al grupo C debido a su peque&#241;o tama&#241;o&#46;</p></span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Conclusiones</span><p id="par0115" class="elsevierStylePara elsevierViewall">La DLP en el paciente con EPOC es una comorbilidad relevante con un importante nexo de uni&#243;n con la presencia de enfermedad cardiovascular&#46; La HTA y la DMT2 son las enfermedades que m&#225;s se relacionan con IC y ACV&#46; El grupo B de las categor&#237;as GOLD 2017 es el que mayor relaci&#243;n mostraba con la presencia de comorbilidad cardiovascular&#46;</p></span><span id="sec0055" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0115">Conflicto de intereses</span><p id="par0120" class="elsevierStylePara elsevierViewall">Los autores declaran no tener ning&#250;n conflicto de intereses&#46;</p></span></span>"
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              "titulo" => "Covariantes"
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            0 => "Enfermedad pulmonar obstructiva cr&#243;nica"
            1 => "Dislipidemia"
            2 => "Hipertensi&#243;n Arterial"
            3 => "Comorbilidades"
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            0 => "Chronic obstructive pulmonary disease"
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        "titulo" => "Resumen"
        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Introducci&#243;n</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">La enfermedad cardiovascular tiene un impacto negativo en el pron&#243;stico vital de los pacientes con enfermedad pulmonar obstructiva cr&#243;nica &#40;EPOC&#41;&#44; siendo la dislipidemia &#40;DLP&#41; y la hipertensi&#243;n arterial &#40;HTA&#41; los factores de riesgo m&#225;s prevalentes&#46; El objetivo del estudio fue&#58; 1&#41; evaluar la relaci&#243;n existente entre el diagn&#243;stico de DLP y la presencia de enfermedad cardiovascular en pacientes con EPOC&#44; y compararlo con otros factores conocidos de riesgo cardiovascular&#59; y 2&#41; determinar la relaci&#243;n entre las diferentes comorbilidades cardiovasculares y los grupos de gravedad seg&#250;n la clasificaci&#243;n GOLD 2017&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">M&#233;todos</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">Estudio observacional transversal de 454 pacientes con EPOC en seguimiento ambulatorio&#46; Se calcul&#243; la prevalencia de cada una de las comorbilidades cardiovasculares y el riesgo de que cada uno de los factores de riesgo cardiovascular se presentase conjuntamente con una enfermedad vascular &#40;RR<span class="elsevierStyleInf">ij</span>&#41;<span class="elsevierStyleInf">&#46;</span></p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Resultados</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">El 66&#44;7&#37; de los pacientes eran dislipid&#233;micos&#46; La DLP mostr&#243; una mayor relaci&#243;n con la presencia de accidentes cerebrovasculares &#40;ACV&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;36&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0054&#41;&#44; enfermedad renal cr&#243;nica &#40;ERC&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;34&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00023&#41; y arteriopat&#237;a perif&#233;rica &#40;AP&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;38&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00015&#41;&#59; la HTA se relacion&#243; mayormente con ACV &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;41&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0014&#41; y ERC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;42&#59; p<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#59; la DMT2 con AP &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;90&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#44; insuficiencia cardiaca &#40;IC&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;74&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0002&#41; y ERC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;76&#59; p<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#59; la obesidad con IC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;60&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0009&#41; y ERC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;54&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusi&#243;n</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">La DLP se relacion&#243; con la presencia de ACV&#44; ERC y AP&#46; La HTA y DMT2 se relacionaban mayoritariamente con IC y ACV&#46;</p></span>"
        "secciones" => array:4 [
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        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Introduction</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">Cardiovascular disease has a negative impact on the vital prognosis of patients with chronic obstructive pulmonary disease &#40;COPD&#41;&#44; where dyslipidaemia &#40;DLP&#41; and arterial hypertension &#40;AHT&#41; are considered the most prevalent risk factors&#46; The objective of this study was 1&#41; to assess the relationship between diagnosed DLP and cardiovascular disease in COPD patients and compare it with other known cardiovascular risk factors and 2&#41; to determine the relationship between the different cardiovascular comorbidities and the severity groups according to the GOLD 2017 classification&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Methods</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">A cross-sectional&#44; observational study was performed in 454 outpatients with COPD during their follow up&#46; We calculated the prevalence of each of the cardiovascular comorbidities and the probability of each of the cardiovascular risk factors to occur jointly with a vascular disease &#40;RRij&#41;&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Results</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">A total of 66&#46;7&#37; of the patients had DLP&#44; whereby DLP was related to cerebrovascular accidents &#40;CVA&#41; &#40;RRij 1&#46;36&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0054&#41;&#44; chronic kidney disease &#40;CKD&#41; &#40;RRij 1&#46;34&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;00023&#41;&#44; and peripheral arterial disease &#40;PAD&#41; &#40;RRij 1&#46;38&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;00015&#41;&#46; AHT was mostly related to CVA &#40;RRij 1&#46;41&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0014&#41; and CKD &#40;RRij 1&#46;42&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#46; Type 2 diabetes mellitus &#40;T2DM&#41; correlated with PAD &#40;RRij 1&#46;90&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#44; heart failure &#40;HF&#41; &#40;RRij 1&#44;74&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0002&#41;&#44; and CKD &#40;RRij 1&#46;76&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#44; and obesity was associated with HF &#40;RRij 1&#46;60&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0009&#41; and CKD &#40;RRij 1&#46;54&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclusion</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">DLP was related to CVA&#44; CKD<span class="elsevierStyleBold">&#44;</span> and PAD&#46; AHT and T2DM are the conditions that mostly relate to HF and CVA&#46;</p></span>"
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          "es" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Relaci&#243;n entre las diferentes comorbilidades cardiovasculares y los grupos GOLD 2017&#46;</p> <p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">ACV&#58; accidente cerebrovascular&#59; AP&#58; arteriopat&#237;a perif&#233;rica&#46; Arritmia cardiaca&#58; fibrilaci&#243;n auricular&#59; CI&#58; cardiopat&#237;a isqu&#233;mica&#59; DM&#58; diabetes mellitus tipo 2&#59; ERC&#58; enfermedad renal cr&#243;nica&#59; GOLD&#58; <span class="elsevierStyleItalic">Global Initiative for Chronic Obstructive Lung Disease</span>&#59; HTA&#58; hipertensi&#243;n arterial&#59; IC&#58; insuficiencia cardiaca&#59; SAHS&#58; apnea del sue&#241;o&#46;</p> <p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">El tama&#241;o de cada nodo es proporcional a la prevalencia de cada una de las comorbilidades representadas&#46; La anchura de los nexos es proporcional al valor al cuadrado del coeficiente phi&#46; El color azul representa un aumento en la probabilidad de aparici&#243;n conjunta de 2 comorbilidades en un paciente&#44; mientras que las l&#237;neas rojas representan una disminuci&#243;n en la probabilidad de aparici&#243;n conjunta de ambas comorbilidades &#40;RRij<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1&#41;&#46; Solo se representan asociaciones estad&#237;sticamente significativas entre 2 enfermedades&#46;</p>"
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>DLP &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>HTA &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>IC &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">14&#44;1 &#91;11&#44;0&#59; 17&#44;6&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>CI &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">12&#44;4 &#91;9&#44;5&#59; 15&#44;8&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>AP &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">10&#44;8 &#91;8&#44;1&#59; 14&#44;0&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>ACV &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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          "leyenda" => "<p id="spar0075" class="elsevierStyleSimplePara elsevierViewall">ACV&#58; accidente cerebrovascular&#59; AP&#58; arteriopat&#237;a perif&#233;rica&#59; CI&#58; cardiopat&#237;a isqu&#233;mica&#59; DLP&#58; dislipidemia&#59; ERC&#58; enfermedad renal cr&#243;nica&#59; HTA&#58; hipertensi&#243;n arterial&#59; IC&#58; insuficiencia cardiaca&#59; DMT2&#58; diabetes mellitus tipo 2&#59; SAHS&#58; apnea del sue&#241;o&#46;</p>"
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                  \t\t\t\t\ttable-head\n
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                  \t\t\t\t\ttable-head\n
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                  \t\t\t\t">1&#44;34<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#44;39<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;42<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;32<a class="elsevierStyleCrossRef" href="#tblfn0010">&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;44<a class="elsevierStyleCrossRef" href="#tblfn0010">&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#44;54<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#44;74<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;89<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">Obesidad&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">---&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">---&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">p<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#44;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">---&nbsp;\t\t\t\t\t\t\n
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Original
Relación entre la dislipidemia y otros factores de riesgo cardiovasculares conocidos con la presencia de enfermedad cardiovascular en pacientes con enfermedad pulmonar obstructiva crónica de las Islas Canarias
Dyslipidaemia and other cardiovascular risk factors in relation to manifest cardiovascular disease in patients with chronic obstructive pulmonary disease in the Canary Islands
J.M. Figueira Gonçalvesa,
Autor para correspondencia
juanmarcofigueira@gmail.com

Autor para correspondencia.
, M.A. García Bellob, M.D. Martín Martínezc, I. García-Talaveraa, J. Mesa Fumerod, S. García Hernándeza, N. Bethencourt Martína, D. Díaz Péreza, A. Afonso Díaze
a Servicio de Neumología y Cirugía Torácica, Hospital Universitario Nuestra Señora de la Candelaria, Santa Cruz de Tenerife, España
b División de Epidemiología Clínica y Bioestadística, Unidad de Investigación, Hospital Universitario Nuestra Señora de la Candelaria y Gerencia de Atención Primaria, Santa Cruz de Tenerife, España
c Servicio de Análisis Clínico, Hospital Universitario Nuestra Señora de la Candelaria, Santa Cruz de Tenerife, España
d Servicio de Cardiología, Hospital Universitario Nuestra Señora de la Candelaria, Santa Cruz de Tenerife, España
e Servicio de Medicina Interna, Hospital Universitario Nuestra Señora de la Candelaria, Santa Cruz de Tenerife, España
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          "es" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Relaci&#243;n entre las diferentes comorbilidades cardiovasculares y los grupos GOLD 2017&#46;</p> <p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">ACV&#58; accidente cerebrovascular&#59; AP&#58; arteriopat&#237;a perif&#233;rica&#46; Arritmia cardiaca&#58; fibrilaci&#243;n auricular&#59; CI&#58; cardiopat&#237;a isqu&#233;mica&#59; DM&#58; diabetes mellitus tipo 2&#59; ERC&#58; enfermedad renal cr&#243;nica&#59; GOLD&#58; <span class="elsevierStyleItalic">Global Initiative for Chronic Obstructive Lung Disease</span>&#59; HTA&#58; hipertensi&#243;n arterial&#59; IC&#58; insuficiencia cardiaca&#59; SAHS&#58; apnea del sue&#241;o&#46;</p> <p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">El tama&#241;o de cada nodo es proporcional a la prevalencia de cada una de las comorbilidades representadas&#46; La anchura de los nexos es proporcional al valor al cuadrado del coeficiente phi&#46; El color azul representa un aumento en la probabilidad de aparici&#243;n conjunta de 2 comorbilidades en un paciente&#44; mientras que las l&#237;neas rojas representan una disminuci&#243;n en la probabilidad de aparici&#243;n conjunta de ambas comorbilidades &#40;RRij<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1&#41;&#46; Solo se representan asociaciones estad&#237;sticamente significativas entre 2 enfermedades&#46;</p>"
        ]
      ]
    ]
    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">Introducci&#243;n</span><p id="par0125" class="elsevierStylePara elsevierViewall">Diversos estudios han mostrado como entre el 60-90&#37; de los pacientes con enfermedad pulmonar obstructiva cr&#243;nica &#40;EPOC&#41; presentan alguna comorbilidad concomitante&#44; con una media de cuatro enfermedades cr&#243;nicas por paciente<a class="elsevierStyleCrossRefs" href="#bib0225"><span class="elsevierStyleSup">1&#44;2</span></a>&#59; los accidentes cerebrovasculares &#40;ACV&#41; y las enfermedades cardiacas &#40;insuficiencia cardiaca &#91;IC&#93;&#44; cardiopat&#237;a isqu&#233;mica &#91;CI&#93; y arritmia&#41; se encuentran entre las comorbilidades m&#225;s prevalentes &#40;1&#44;2&#41;&#44; siendo de las principales causa de muerte en estos pacientes incluso desde las fases m&#225;s precoces de la enfermedad<a class="elsevierStyleCrossRef" href="#bib0235"><span class="elsevierStyleSup">3</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">En trabajos realizados en poblaci&#243;n adulta ambulatoria se estima que los pacientes con EPOC tienen un riesgo ajustado entre 2 y 5 veces mayor de presentar CI frente a sujetos sin EPOC<a class="elsevierStyleCrossRef" href="#bib0240"><span class="elsevierStyleSup">4</span></a>&#46; La amplia evidencia cient&#237;fica demuestra que la dislipidemia &#40;DLP&#41; es uno de los principales factores de riesgo para el desarrollo de CI<a class="elsevierStyleCrossRef" href="#bib0245"><span class="elsevierStyleSup">5</span></a>&#44; con una prevalencia en pacientes con EPOC entre el 30&#37; y el 70&#37;<a class="elsevierStyleCrossRefs" href="#bib0225"><span class="elsevierStyleSup">1&#44;2&#44;6&#44;7</span></a>&#44; muy superior a la de la poblaci&#243;n general<a class="elsevierStyleCrossRefs" href="#bib0230"><span class="elsevierStyleSup">2&#44;4&#44;6</span></a>&#46; Divo et al&#46;<a class="elsevierStyleCrossRef" href="#bib0255"><span class="elsevierStyleSup">7</span></a> demostraron que comorbilidades como la CI&#44; la fibrilaci&#243;n auricular y la IC tienen un impacto negativo sobre el pron&#243;stico vital de estos pacientes&#44; siendo la DLP junto a la hipertensi&#243;n arterial &#40;HTA&#41; los factores de riesgo mas prevalentes&#46;</p><p id="par0130" class="elsevierStylePara elsevierViewall">Este hecho nos debe hacer reflexionar acerca de la importancia de su control&#46; Ser conocedores de c&#243;mo en un paciente con EPOC dichos factores de riesgo se relacionan con la existencia de enfermedad cardiovascular es un elemento clave a la hora de realizar una adecuada prevenci&#243;n en su aparici&#243;n y&#47;o un mejor control de la patolog&#237;a&#46;</p><p id="par0015" class="elsevierStylePara elsevierViewall">Los objetivos del presente estudio fueron&#58; 1&#41; evaluar la relaci&#243;n existente entre el diagn&#243;stico de DLP y las presencia de enfermedad cardiovascular&#44; y compararlo con otros factores conocidos de riesgo cardiovascular como son la HTA&#44; la obesidad&#44; la diabetes mellitus tipo 2 &#40;DMT2&#41; y el s&#237;ndrome de apnea-hipopnea del sue&#241;o &#40;SAHS&#41;&#44; y 2&#41; determinar la relaci&#243;n entre las distintas comorbilidades cardiovasculares y los grupos de gravedad seg&#250;n la clasificaci&#243;n <span class="elsevierStyleItalic">Global Initiative for Chronic Obstructive Lung Disease</span> &#40;GOLD&#41; 2017&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">M&#233;todos</span><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Fuente de datos</span><p id="par0020" class="elsevierStylePara elsevierViewall">Entre el 1 de enero de 2012 y el 31 de diciembre de 2014 se realiz&#243; un estudio observacional transversal con pacientes con EPOC seguidos en la consulta ambulatoria de Neumolog&#237;a del Hospital Universitario Nuestra Se&#241;ora de Candelaria&#46;</p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Poblaci&#243;n de pacientes</span><p id="par0025" class="elsevierStylePara elsevierViewall">Se incluy&#243; en el estudio un total de 454 pacientes&#46; Se establecieron los siguientes criterios de inclusi&#243;n&#58; edad<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>40 a&#241;os&#44; fumador activo o exfumador con un &#237;ndice paquetes-a&#241;o &#40;IPA&#41;<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>10 y una ratio volumen espiratorio forzado en el primer segundo &#40;FEV<span class="elsevierStyleInf">1</span>&#41;&#47;capacidad vital forzada &#40;FVC&#41; menor del 70&#37; tras la administraci&#243;n de 400<span class="elsevierStyleHsp" style=""></span>&#956;g de salbutamol&#44; as&#237; como un seguimiento previo por neumolog&#237;a durante al menos 6 meses&#46; Los criterios de exclusi&#243;n considerados fueron la presencia de enfermedad respiratoria cr&#243;nica distinta de la EPOC y la existencia de obstrucci&#243;n cr&#243;nica al flujo a&#233;reo sin exposici&#243;n a humo de tabaco o con un IPA inferior a 10&#46;</p></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Covariantes</span><p id="par0030" class="elsevierStylePara elsevierViewall">A trav&#233;s de la historia cl&#237;nica informatizada se recogieron de cada paciente los siguientes par&#225;metros en el momento de la inclusi&#243;n&#58; edad&#44; sexo&#44; &#237;ndice de masa corporal &#40;&#91;IMC&#93; calculado por el peso en kg&#47;altura en m<span class="elsevierStyleSup">2</span>&#41;&#44; h&#225;bito tab&#225;quico &#40;fumador activo si por lo menos hab&#237;a fumado un cigarrillo en los 6 &#250;ltimos meses&#59; exfumador si hab&#237;a mantenido una abstinencia continuada de al menos 6 meses&#41; e intensidad tab&#225;quica mediante el IPA &#40;&#91;n&#250;mero de cigarrillos al d&#237;a<span class="elsevierStyleHsp" style=""></span>&#215;<span class="elsevierStyleHsp" style=""></span>a&#241;os fumando&#93;&#47;20&#41;&#44; as&#237; como la disnea evaluada con la escala modificada del <span class="elsevierStyleItalic">Medical Research Council</span>&#46; En relaci&#243;n con las comorbilidades&#44; se recogi&#243; informaci&#243;n acerca de factores de riesgo cardiovascular&#58;&#58; HTA&#44; DMT2&#44; DLP&#44; SAHS &#40;definido como un &#237;ndice apnea-hipopnea &#62; 15&#41; y obesidad &#40;definida como un IMC<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>30&#41;&#59; presencia de enfermedad cardiovascular&#58; CI&#44; fibrilaci&#243;n auricular&#44; IC&#44; ACV&#44; arteriopat&#237;a perif&#233;rica &#40;AP&#41; y enfermedad renal cr&#243;nica &#40;ERC&#41;&#46; Estas comorbilidades fueron confirmadas en consulta y mediante la revisi&#243;n de la prescripci&#243;n farmacol&#243;gica&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">Se calcul&#243; el &#237;ndice de comorbilidad de Charlson para cada paciente<a class="elsevierStyleCrossRef" href="#bib0260"><span class="elsevierStyleSup">8</span></a>&#46; Tambi&#233;n se registraron los datos obtenidos de la espirometr&#237;a forzada como son el FEV<span class="elsevierStyleInf">1</span>&#44; el FVC y el cociente FEV1&#47;FVC&#46; Los pacientes se estratificaron conforme a los 4 grados de gravedad recogidos en la clasificaci&#243;n GOLD 2009<a class="elsevierStyleCrossRef" href="#bib0265"><span class="elsevierStyleSup">9</span></a> y GOLD 2017<a class="elsevierStyleCrossRef" href="#bib0270"><span class="elsevierStyleSup">10</span></a>&#46;</p></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">An&#225;lisis estad&#237;stico</span><p id="par0040" class="elsevierStylePara elsevierViewall">Dependiendo de la naturaleza de las variables se utilizaron estad&#237;sticas descriptivas distintas para las variables cuantitativas &#40;media&#44; desviaci&#243;n est&#225;ndar&#44; mediana e intercuartil&#41; y cualitativas &#40;&#37;&#41;&#46; La prevalencia puntual de comorbilidades se calcul&#243; estimando las proporciones conforme al m&#233;todo Clopper-Pearson del paquete binGroup<a class="elsevierStyleCrossRef" href="#bib0275"><span class="elsevierStyleSup">11</span></a>&#46; Dependiendo de qu&#233; condiciones se cumplieran&#44; el an&#225;lisis de la asociaci&#243;n entre comorbilidades se realiz&#243; mediante el test de Fisher o la prueba de Chi-cuadrado cuando no se cumplieran las condiciones para el anterior&#46; De acuerdo con lo propuesto por Hidalgo et al&#46;<a class="elsevierStyleCrossRef" href="#bib0280"><span class="elsevierStyleSup">12</span></a> el grado de asociaci&#243;n entre comorbilidades se cuantific&#243; por estimaci&#243;n del riesgo relativo &#40;RRij&#41;&#44; as&#237; como por el coeficiente de correlaci&#243;n phi &#40;&#632;&#41;&#46; Para calcular el RRij en el caso de 2 enfermedades en el mismo paciente&#44; se emple&#243; la siguiente ecuaci&#243;n&#58; RRij<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span> &#40;Cij<span class="elsevierStyleHsp" style=""></span>x<span class="elsevierStyleHsp" style=""></span>N&#41;&#47;&#40;Pi<span class="elsevierStyleHsp" style=""></span>&#215;<span class="elsevierStyleHsp" style=""></span>Pj&#41;&#44; donde Cij es el n&#250;mero de pacientes que sufren ambas enfermedades &#40;ij&#41;&#44; N el n&#250;mero total de pacientes y P el n&#250;mero de pacientes que presentan una de las 2 enfermedades&#46; La correlaci&#243;n phi &#40;&#632;&#41; se calcul&#243; mediante la funci&#243;n &#632; del paquete psych<a class="elsevierStyleCrossRef" href="#bib0285"><span class="elsevierStyleSup">13</span></a>&#46; Las asociaciones entre comorbilidades se representaron gr&#225;ficamente mediante nodos y enlaces&#44; donde el tama&#241;o de cada nodo es proporcional a la prevalencia de cada comorbilidad y la anchura de los enlaces al valor al cuadrado del coeficiente de &#632;&#46; As&#237;&#44; los bordes restantes representan las asociaciones estad&#237;sticamente significativas entre las 2 enfermedades&#46; Esta manera de presentaci&#243;n de los datos mejora la visi&#243;n general del patr&#243;n de comorbilidades&#46; Adem&#225;s&#44; en la gr&#225;fica se incluyeron los diferentes grupos seg&#250;n la GOLD 2017&#46;</p></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Aspectos &#233;ticos</span><p id="par0045" class="elsevierStylePara elsevierViewall">El estudio fue aprobado por el Comit&#233; de &#201;tica del Hospital Universitario Nuestra Se&#241;ora de la Candelaria&#46;</p></span></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Resultados</span><p id="par0050" class="elsevierStylePara elsevierViewall">La <a class="elsevierStyleCrossRef" href="#tbl0005">tabla 1</a> describe las caracter&#237;sticas de los 454 pacientes con EPOC&#46; La mayor&#237;a de ellos fueron hombres &#40;78&#37; vs&#46; 22&#37; mujeres&#41;&#44; con una media de edad de 69 a&#241;os&#44; un FEV<span class="elsevierStyleInf">1</span> predicho medio de 55 &#177; 20&#37;&#44; y m&#225;s de un tercio eran fumadores activos &#40;36&#37;&#41;&#46; De acuerdo con las categor&#237;as GOLD 2017&#44; 146 &#40;32&#37;&#41; pacientes se clasificaron como GOLD A&#44; 213 &#40;47&#37;&#41; como GOLD B&#44; 10 &#40;2&#37;&#41; como GOLD C y 85 &#40;19&#37;&#41; como GOLD D&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0055" class="elsevierStylePara elsevierViewall">Con respecto al perfil cardiovascular nuestros pacientes con EPOC presentan una alta tasa de DLP&#44; HTA&#44; DMT2 y obesidad&#46; En lo referente a la enfermedad cardiovascular&#44; se encontr&#243; una alta prevalencia de CI&#44; fibrilaci&#243;n auricular e IC &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">tabla 1</a>&#41;&#46;</p><p id="par0060" class="elsevierStylePara elsevierViewall">En cuanto a los factores de riesgo cardiovascular la DLP se relacion&#243; con la presencia de ACV &#40;RRij 1&#44;36&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0054&#41;&#44; ERC &#40;RRij 1&#44;34&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00023&#41;&#44; AP &#40;RRij 1&#44;38&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00015&#41;&#44; IC &#40;RRij 1&#44;22&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;012&#41;&#44; CI &#40;RRij 1&#44;22&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0055&#41; y fibrilaci&#243;n auricular &#40;RRij 1&#44;28&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0004&#41;&#46; Tanto la HTA como la DMT2 fueron relacionadas con estas mismas patolog&#237;as cardiovasculares&#46; Adem&#225;s&#44; la obesidad y el SAHS estaban significativamente relacionadas con presencia de IC y ERC &#40;<a class="elsevierStyleCrossRef" href="#tbl0010">tabla 2</a>&#44; <a class="elsevierStyleCrossRef" href="#fig0005">fig&#46; 1</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0065" class="elsevierStylePara elsevierViewall">A todo ello hay que a&#241;adir que la presencia de DLP estaba significativamente relacionada con los dem&#225;s factores de riesgo cardiovascular &#40;SAHS&#44; HTA&#44; DMT2 y obesidad&#41; &#40;<a class="elsevierStyleCrossRef" href="#tbl0015">tabla 3</a>&#44; <a class="elsevierStyleCrossRef" href="#fig0005">fig&#46; 1</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0015"></elsevierMultimedia><p id="par0070" class="elsevierStylePara elsevierViewall">En lo que respecta a la clasificaci&#243;n de la GOLD 2017&#44; el grupo B presenta una mayor relaci&#243;n con la comorbilidad cardiovascular respecto al resto de grupos &#40;<a class="elsevierStyleCrossRef" href="#tbl0020">tabla 4</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0020"></elsevierMultimedia></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Discusi&#243;n</span><p id="par0075" class="elsevierStylePara elsevierViewall">En nuestra muestra aproximadamente el 70&#37; de los pacientes con EPOC fueron dislipid&#233;micos&#46; Qued&#243; demostrado que la DLP de estos pacientes estaba significativamente relacionada con la presencia de enfermedad cardiovascular&#44; sobre todo con el ACV&#44; ERC y AP&#46; La HTA y la DMT2 fueron los factores de riesgo cardiovascular m&#225;s relacionados con la presencia de la enfermedad cardiovascular&#46; Adem&#225;s&#44; el grupo B de la clasificaci&#243;n GOLD 2017 mostr&#243; una marcada asociaci&#243;n con la comorbilidad cardiovascular&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">En nuestro estudio&#44; la existencia de DLP se relacionaba de forma significativa con la presencia de fibrilaci&#243;n auricular&#44; CI&#44; e IC&#44; adquiriendo especial relevancia en el ACV&#44; AP y ERC&#46; Este hecho nos orienta acerca de su relevante implicaci&#243;n en el desarrollo de la patolog&#237;a cardiovascular y la importancia en su prevenci&#243;n&#46; Aunque las enfermedades cardiovasculares son una comorbilidad habitual en los pacientes con EPOC<a class="elsevierStyleCrossRefs" href="#bib0225"><span class="elsevierStyleSup">1&#44;4&#44;6&#44;7</span></a>&#44; los estudios dirigidos a evaluar el papel de la DLP en esta enfermedad son escasos<a class="elsevierStyleCrossRefs" href="#bib0290"><span class="elsevierStyleSup">14&#8211;17</span></a> sin poder encontrar un perfil lip&#237;dico propio<a class="elsevierStyleCrossRefs" href="#bib0290"><span class="elsevierStyleSup">14&#8211;16</span></a>&#46; Un estudio realizado por nuestro grupo determin&#243; como los pacientes con EPOC mostraban 5 veces m&#225;s riesgo de presentar DLP &#40;OR&#58; 5&#44;04&#59; IC 95&#37;&#58; 2&#44;36-10&#44;74&#41; comparado con el grupo control tras corregir por variables de confusi&#243;n como son la edad&#44; el sexo y el &#237;ndice paquetes-a&#241;o<a class="elsevierStyleCrossRef" href="#bib0250"><span class="elsevierStyleSup">6</span></a>&#46; En este sentido&#44; diversos trabajos han descrito que en los pacientes con EPOC los niveles de colesterol total&#44; triglic&#233;ridos y lipoprote&#237;nas de baja densidad eran m&#225;s altos que los de la poblaci&#243;n control&#44; adem&#225;s de acompa&#241;arse de un descenso de los niveles lipoproteinas de alta densidad &#40;HDL&#41; y apolipoproteina &#40;Apo&#41; B-100&#44; lo que podr&#237;a estar influenciado por el grado de inflamaci&#243;n sist&#233;mica del paciente<a class="elsevierStyleCrossRef" href="#bib0295"><span class="elsevierStyleSup">15</span></a>&#46; En l&#237;nea con estos datos el estudio de Krakhmalova et al&#46;<a class="elsevierStyleCrossRef" href="#bib0300"><span class="elsevierStyleSup">16</span></a> describi&#243; que aquellos pacientes con EPOC con CI concomitante mostraban mayores niveles de LDL frente a pacientes sin afectaci&#243;n coronaria&#44; describi&#233;ndose una peor evoluci&#243;n del fen&#243;meno ateroescler&#243;tico especialmente en aquellos sujetos con hipoxemia cr&#243;nica&#44; un aspecto que podr&#237;a agravarse en aquellos sujetos con diagn&#243;stico de SAHS<a class="elsevierStyleCrossRef" href="#bib0310"><span class="elsevierStyleSup">18</span></a>&#46;</p><p id="par0085" class="elsevierStylePara elsevierViewall">Por el contrario&#44; la ERC parece promover cambios en el perfil lip&#237;dico<a class="elsevierStyleCrossRefs" href="#bib0315"><span class="elsevierStyleSup">19&#8211;21</span></a>&#46; Se han descrito niveles de LDL ligeramente elevados&#44; de HDL bajos&#44; de triglic&#233;ridos altos y de lipoprote&#237;na &#40;a&#41; aumentados&#46; Estas alteraciones est&#225;n relacionadas con el grado de afectaci&#243;n renal&#44; la etiolog&#237;a primaria de la ERC&#44; la presencia de s&#237;ndrome nefr&#243;tico y con la t&#233;cnica de di&#225;lisis empleada en la terapia de reemplazo renal<a class="elsevierStyleCrossRefs" href="#bib0320"><span class="elsevierStyleSup">20&#44;21</span></a>&#46; Los hechos m&#225;s arriba mencionados sugieren que tanto el estado inflamatorio subyacente en pacientes con EPOC como las comorbilidades asociadas podr&#237;an facilitar alteraciones en las fracciones lip&#237;dicas&#44; lo que puede explicar la ausencia de una relaci&#243;n clara entre el grado de obstrucci&#243;n del flujo a&#233;reo y los cambios en el perfil lip&#237;dico<a class="elsevierStyleCrossRefs" href="#bib0330"><span class="elsevierStyleSup">22&#44;23</span></a>&#46; Adem&#225;s&#44; el efecto a&#241;adido del tabaco as&#237; como la intensidad del consumo &#40;recordemos que existe una relaci&#243;n dosis-respuesta entre el n&#250;mero de cigarros consumidos y los cambios en el perfil lip&#237;dico&#41;<a class="elsevierStyleCrossRef" href="#bib0340"><span class="elsevierStyleSup">24</span></a>&#44; pueden incrementar paralelamente el grado de inflamaci&#243;n sist&#233;mica en estos pacientes&#44; lo que favorecer&#225; que encontremos variaciones en las fracciones lip&#237;dicas de estos enfermos&#46; Siendo conocedores de ello es razonable valorar la posibilidad de que en los pacientes con EPOC&#44; especialmente en aquellos con tabaquismo activo y&#47;o presencia de SAHS o ERC concomitante&#44; debamos aplicar una actitud terap&#233;utica &#8220;m&#225;s agresiva&#8221; tanto en las recomendaciones diet&#233;ticas como en el uso de hipolipemiantes comparado con sujetos dislip&#233;micos sin EPOC&#46; No obstante&#44; son precisos estudios que avalen esta hip&#243;tesis&#46;</p><p id="par0090" class="elsevierStylePara elsevierViewall">Debemos a&#241;adir que en nuestra poblaci&#243;n tanto la DLP como la DMT2 y la HTA&#44; fueron factores relacionados con la presencia de AP&#46; Houben-Wilke et al&#46;<a class="elsevierStyleCrossRef" href="#bib0345"><span class="elsevierStyleSup">25</span></a> mostraron el impacto cl&#237;nico negativo de este hecho en los pacientes con EPOC&#44; en los que la capacidad funcional evaluada con la prueba de caminata de 6<span class="elsevierStyleHsp" style=""></span>minutos disminu&#237;a y empeoraba el estado de salud y la calidad de vida&#44; razones todas ellas por las que el control de dichos factores de riesgo cardiovascular es clave en su prevenci&#243;n y manejo<a class="elsevierStyleCrossRefs" href="#bib0350"><span class="elsevierStyleSup">26&#44;27</span></a>&#46;</p><p id="par0095" class="elsevierStylePara elsevierViewall">Adem&#225;s&#44; debemos destacar el hecho de que la HTA y la DMT2 fueron los factores de riesgo cardiovascular que mayor relaci&#243;n mostraron con la presencia de CI y de ACV&#44; lo que confirma la importancia del manejo correcto de estos factores de riesgo a fin de prevenir dichos eventos<a class="elsevierStyleCrossRefs" href="#bib0360"><span class="elsevierStyleSup">28&#44;29</span></a>&#46; Los principales factores de riesgo de accidente cerebrovascular&#44; que combinados representan el 88&#44;1&#37; de los riesgos atribuibles a la poblaci&#243;n&#44; incluyen antecedentes de HTA&#44; tabaquismo activo&#44; &#237;ndice cintura-cadera&#44; tipo de alimentaci&#243;n&#44; inactividad f&#237;sica&#44; diabetes mellitus&#44; ingesta de alcohol&#44; estr&#233;s psicosocial&#44; causas card&#237;acas y la proporci&#243;n de apolipoprote&#237;nas B a A1<a class="elsevierStyleCrossRef" href="#bib0370"><span class="elsevierStyleSup">30</span></a>&#46; Estos factores de riesgo tambi&#233;n se aplican a los pacientes con EPOC&#46; As&#237;&#44; el v&#237;nculo entre la EPOC e ictus puede presentar sesgo por un efecto de confusi&#243;n<a class="elsevierStyleCrossRef" href="#bib0375"><span class="elsevierStyleSup">31</span></a>&#46; Parece ser que las estatinas pudieran aportar un efecto beneficioso en la EPOC&#44; ya que se ha sugerido que reducen el riesgo de exacerbaci&#243;n de hasta un 30&#37; y del riesgo de mortalidad en un 21-78&#37;<a class="elsevierStyleCrossRefs" href="#bib0380"><span class="elsevierStyleSup">32&#44;33</span></a>&#46; Sin embargo&#44; los datos siguen siendo confusos&#44; y mientras que un metaan&#225;lisis reciente confirm&#243; la asociaci&#243;n de las estatinas con una reducci&#243;n significativa del riesgo de infarto de miocardio&#44; no pudo demostrar ning&#250;n beneficio en cuanto a la prevenci&#243;n del ictus<a class="elsevierStyleCrossRef" href="#bib0390"><span class="elsevierStyleSup">34</span></a>&#46;</p><p id="par0100" class="elsevierStylePara elsevierViewall">Para finalizar&#44; la obesidad se relacion&#243; con la presencia de DLP&#44; DMT2 y HTA lo que nos puede alertar acerca de la importancia de detectar a este tipo de pacientes por la alta probabilidad de padecer un s&#237;ndrome metab&#243;lico&#46; Este s&#237;ndrome es un problema complejo&#44; caracterizado por obesidad abdominal&#44; DLP aterog&#233;nica&#44; HTA y resistencia a la insulina-intolerancia a la glucosa&#44; las cuales se asocian con un estado protromb&#243;tico y proinflamatorio mayor&#46; Estos pacientes tienen un mayor IMC&#44; una funci&#243;n pulmonar m&#225;s conservada y un mayor grado de inflamaci&#243;n sist&#233;mica&#44; respecto a aquellos pacientes con EPOC sin s&#237;ndrome metab&#243;lico<a class="elsevierStyleCrossRef" href="#bib0395"><span class="elsevierStyleSup">35</span></a>&#46; A dicho aspecto se suma que en nuestros pacientes obesos se duplica el riesgo de padecer SAHS&#46; Soler et al&#46;<a class="elsevierStyleCrossRef" href="#bib0400"><span class="elsevierStyleSup">36</span></a> han establecido que hasta el 65&#37; de los pacientes con EPOC con obstrucci&#243;n al flujo a&#233;reo moderada-grave muestran un &#237;ndice de apnea-hipopnea superior a 5&#44; a lo que se a&#241;ade los resultados obtenidos por Raherinson et al&#46;<span class="elsevierStyleSup">37</span> en donde los grupo A y B de la GOLD 2011 eran los que mayor prevalencia de SAHS mostraban&#46; Es esencial un diagn&#243;stico precoz de esta enfermedad ya que dichos pacientes con s&#237;ndrome <span class="elsevierStyleItalic">overlap</span> muestran una mayor mortalidad si no son tratados correctamente con CPAP<a class="elsevierStyleCrossRef" href="#bib0410"><span class="elsevierStyleSup">38</span></a>&#46; Desde el punto del perfil lip&#237;dico&#44; un meta-an&#225;lisis publicado por Nadeem et al&#46;39 &#40;39&#41; determin&#243; como el uso de estos dispositivos en pacientes con SAHS disminuye los niveles de colesterol total y LDL as&#237; como incrementa los niveles de HDL</p><p id="par0105" class="elsevierStylePara elsevierViewall">En lo que respecta a los grupos de la GOLD 2017 y su relaci&#243;n con la comorbilidad cardiovascular&#44; vemos como el grupo A es el que menor relaci&#243;n presenta con la existencia de dichas patolog&#237;as&#44; siendo el grupo B el mayormente afectado&#46; Estos hallazgos refrendan lo publicado por diversos estudios en los que los pacientes con EPOC presentaron una mayor carga de comorbilidades&#44; en especial de tipo cardiovascular<a class="elsevierStyleCrossRefs" href="#bib0405"><span class="elsevierStyleSup">37&#8211;41</span></a>&#46; Sorprendentemente&#44; el grupo D&#44; un grupo de pacientes sintom&#225;ticos con riesgo elevado de exacerbaciones&#44; no mostr&#243; una asociaci&#243;n positiva con las distintas enfermedades analizadas&#46; Este hecho podr&#237;a explicarse bien por la falta de poder estad&#237;stico&#44; ya que el grupo D solo inclu&#237;a al 19&#37; de la muestra total&#44; bien por el hecho de que&#44; en estos pacientes&#44; tanto la sintomatolog&#237;a como las exacerbaciones proced&#237;an exclusivamente de la enfermedad respiratoria&#46; Podr&#237;a haber un sesgo de supervivencia&#44; donde los pacientes con estadios m&#225;s avanzados de la EPOC carecer&#237;an de factores predisponentes para desarrollar enfermedades cardiovasculares y&#44; por lo tanto&#44; lograr&#237;an estadios evolutivos m&#225;s avanzados<a class="elsevierStyleCrossRef" href="#bib0430"><span class="elsevierStyleSup">42</span></a>&#46;</p><p id="par0110" class="elsevierStylePara elsevierViewall">Nuestro estudio tiene algunas limitaciones&#44; la primera y m&#225;s importante&#44; su localismo y el tama&#241;o de la muestra&#46; Es obvio que una muestra mayor habr&#237;a revelado diferencias significativas no detectadas en nuestro estudio&#46; Tenemos que se&#241;alar la elevada prevalencia de la DLP en nuestra poblaci&#243;n&#44; mucho mayor que la media de otros estudios nacionales<a class="elsevierStyleCrossRef" href="#bib0435"><span class="elsevierStyleSup">43</span></a>&#59; esto podr&#237;a deberse a una condici&#243;n caracter&#237;stica de la poblaci&#243;n general de las Islas Canarias<a class="elsevierStyleCrossRef" href="#bib0440"><span class="elsevierStyleSup">44</span></a>&#46; En segundo lugar se podr&#237;a haber incurrido en un sesgo de informaci&#243;n debido a la recuperaci&#243;n de las variables a partir los registros cl&#237;nicos de los pacientes&#44; no obstante la estandarizaci&#243;n actual de los criterios diagn&#243;sticos minimiza las diferencias entre los estudios consultados&#46; En todos los pacientes se confirm&#243; el diagn&#243;stico de DLP&#44; basado en la revisi&#243;n de la medicaci&#243;n prescrita en la historia cl&#237;nica electr&#243;nica&#46; Tercero&#44; el registro de nuestros pacientes no se hizo conforme al CAT&#59; de esta manera las relaciones y proporciones de los grupos variar&#237;an con respecto a la clasificaci&#243;n basada en la escala modificada del <span class="elsevierStyleItalic">Medical Research Council</span><a class="elsevierStyleCrossRef" href="#bib0425"><span class="elsevierStyleSup">41</span></a>&#46; Tambi&#233;n debemos mencionar que las limitaciones derivadas de las caracter&#237;sticas del estudio &#40;transversal&#41;&#44; as&#237; como la falta de un grupo control no permiten determinar la causalidad&#46; Finalmente&#44; no podemos ignorar que no se pueden extraer conclusiones significativas relativas al grupo C debido a su peque&#241;o tama&#241;o&#46;</p></span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Conclusiones</span><p id="par0115" class="elsevierStylePara elsevierViewall">La DLP en el paciente con EPOC es una comorbilidad relevante con un importante nexo de uni&#243;n con la presencia de enfermedad cardiovascular&#46; La HTA y la DMT2 son las enfermedades que m&#225;s se relacionan con IC y ACV&#46; El grupo B de las categor&#237;as GOLD 2017 es el que mayor relaci&#243;n mostraba con la presencia de comorbilidad cardiovascular&#46;</p></span><span id="sec0055" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0115">Conflicto de intereses</span><p id="par0120" class="elsevierStylePara elsevierViewall">Los autores declaran no tener ning&#250;n conflicto de intereses&#46;</p></span></span>"
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              "titulo" => "Covariantes"
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            0 => "Enfermedad pulmonar obstructiva cr&#243;nica"
            1 => "Dislipidemia"
            2 => "Hipertensi&#243;n Arterial"
            3 => "Comorbilidades"
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            0 => "Chronic obstructive pulmonary disease"
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        "titulo" => "Resumen"
        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Introducci&#243;n</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">La enfermedad cardiovascular tiene un impacto negativo en el pron&#243;stico vital de los pacientes con enfermedad pulmonar obstructiva cr&#243;nica &#40;EPOC&#41;&#44; siendo la dislipidemia &#40;DLP&#41; y la hipertensi&#243;n arterial &#40;HTA&#41; los factores de riesgo m&#225;s prevalentes&#46; El objetivo del estudio fue&#58; 1&#41; evaluar la relaci&#243;n existente entre el diagn&#243;stico de DLP y la presencia de enfermedad cardiovascular en pacientes con EPOC&#44; y compararlo con otros factores conocidos de riesgo cardiovascular&#59; y 2&#41; determinar la relaci&#243;n entre las diferentes comorbilidades cardiovasculares y los grupos de gravedad seg&#250;n la clasificaci&#243;n GOLD 2017&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">M&#233;todos</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">Estudio observacional transversal de 454 pacientes con EPOC en seguimiento ambulatorio&#46; Se calcul&#243; la prevalencia de cada una de las comorbilidades cardiovasculares y el riesgo de que cada uno de los factores de riesgo cardiovascular se presentase conjuntamente con una enfermedad vascular &#40;RR<span class="elsevierStyleInf">ij</span>&#41;<span class="elsevierStyleInf">&#46;</span></p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Resultados</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">El 66&#44;7&#37; de los pacientes eran dislipid&#233;micos&#46; La DLP mostr&#243; una mayor relaci&#243;n con la presencia de accidentes cerebrovasculares &#40;ACV&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;36&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0054&#41;&#44; enfermedad renal cr&#243;nica &#40;ERC&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;34&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00023&#41; y arteriopat&#237;a perif&#233;rica &#40;AP&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;38&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;00015&#41;&#59; la HTA se relacion&#243; mayormente con ACV &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;41&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0014&#41; y ERC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;42&#59; p<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#59; la DMT2 con AP &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;90&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#44; insuficiencia cardiaca &#40;IC&#41; &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;74&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0002&#41; y ERC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;76&#59; p<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#59; la obesidad con IC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#44;60&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0009&#41; y ERC &#40;RR<span class="elsevierStyleInf">ij</span> 1&#46;54&#59; p<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#44;0001&#41;&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusi&#243;n</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">La DLP se relacion&#243; con la presencia de ACV&#44; ERC y AP&#46; La HTA y DMT2 se relacionaban mayoritariamente con IC y ACV&#46;</p></span>"
        "secciones" => array:4 [
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        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Introduction</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">Cardiovascular disease has a negative impact on the vital prognosis of patients with chronic obstructive pulmonary disease &#40;COPD&#41;&#44; where dyslipidaemia &#40;DLP&#41; and arterial hypertension &#40;AHT&#41; are considered the most prevalent risk factors&#46; The objective of this study was 1&#41; to assess the relationship between diagnosed DLP and cardiovascular disease in COPD patients and compare it with other known cardiovascular risk factors and 2&#41; to determine the relationship between the different cardiovascular comorbidities and the severity groups according to the GOLD 2017 classification&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Methods</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">A cross-sectional&#44; observational study was performed in 454 outpatients with COPD during their follow up&#46; We calculated the prevalence of each of the cardiovascular comorbidities and the probability of each of the cardiovascular risk factors to occur jointly with a vascular disease &#40;RRij&#41;&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Results</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">A total of 66&#46;7&#37; of the patients had DLP&#44; whereby DLP was related to cerebrovascular accidents &#40;CVA&#41; &#40;RRij 1&#46;36&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0054&#41;&#44; chronic kidney disease &#40;CKD&#41; &#40;RRij 1&#46;34&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;00023&#41;&#44; and peripheral arterial disease &#40;PAD&#41; &#40;RRij 1&#46;38&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;00015&#41;&#46; AHT was mostly related to CVA &#40;RRij 1&#46;41&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0014&#41; and CKD &#40;RRij 1&#46;42&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#46; Type 2 diabetes mellitus &#40;T2DM&#41; correlated with PAD &#40;RRij 1&#46;90&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#44; heart failure &#40;HF&#41; &#40;RRij 1&#44;74&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0002&#41;&#44; and CKD &#40;RRij 1&#46;76&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#44; and obesity was associated with HF &#40;RRij 1&#46;60&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0009&#41; and CKD &#40;RRij 1&#46;54&#44; <span class="elsevierStyleItalic">P</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;0001&#41;&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclusion</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">DLP was related to CVA&#44; CKD<span class="elsevierStyleBold">&#44;</span> and PAD&#46; AHT and T2DM are the conditions that mostly relate to HF and CVA&#46;</p></span>"
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          "es" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Relaci&#243;n entre las diferentes comorbilidades cardiovasculares y los grupos GOLD 2017&#46;</p> <p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">ACV&#58; accidente cerebrovascular&#59; AP&#58; arteriopat&#237;a perif&#233;rica&#46; Arritmia cardiaca&#58; fibrilaci&#243;n auricular&#59; CI&#58; cardiopat&#237;a isqu&#233;mica&#59; DM&#58; diabetes mellitus tipo 2&#59; ERC&#58; enfermedad renal cr&#243;nica&#59; GOLD&#58; <span class="elsevierStyleItalic">Global Initiative for Chronic Obstructive Lung Disease</span>&#59; HTA&#58; hipertensi&#243;n arterial&#59; IC&#58; insuficiencia cardiaca&#59; SAHS&#58; apnea del sue&#241;o&#46;</p> <p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">El tama&#241;o de cada nodo es proporcional a la prevalencia de cada una de las comorbilidades representadas&#46; La anchura de los nexos es proporcional al valor al cuadrado del coeficiente phi&#46; El color azul representa un aumento en la probabilidad de aparici&#243;n conjunta de 2 comorbilidades en un paciente&#44; mientras que las l&#237;neas rojas representan una disminuci&#243;n en la probabilidad de aparici&#243;n conjunta de ambas comorbilidades &#40;RRij<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1&#41;&#46; Solo se representan asociaciones estad&#237;sticamente significativas entre 2 enfermedades&#46;</p>"
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>DLP &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>HTA &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>IC &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">14&#44;1 &#91;11&#44;0&#59; 17&#44;6&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>CI &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">12&#44;4 &#91;9&#44;5&#59; 15&#44;8&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>AP &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">10&#44;8 &#91;8&#44;1&#59; 14&#44;0&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>ACV &#37; &#91;IC 95&#37;&#93;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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          "leyenda" => "<p id="spar0075" class="elsevierStyleSimplePara elsevierViewall">ACV&#58; accidente cerebrovascular&#59; AP&#58; arteriopat&#237;a perif&#233;rica&#59; CI&#58; cardiopat&#237;a isqu&#233;mica&#59; DLP&#58; dislipidemia&#59; ERC&#58; enfermedad renal cr&#243;nica&#59; HTA&#58; hipertensi&#243;n arterial&#59; IC&#58; insuficiencia cardiaca&#59; DMT2&#58; diabetes mellitus tipo 2&#59; SAHS&#58; apnea del sue&#241;o&#46;</p>"
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                  \t\t\t\t\ttable-head\n
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                  \t\t\t\t\ttable-head\n
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                  \t\t\t\t">1&#44;34<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#44;39<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;42<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;32<a class="elsevierStyleCrossRef" href="#tblfn0010">&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;44<a class="elsevierStyleCrossRef" href="#tblfn0010">&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#44;54<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">1&#44;74<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">1&#44;89<a class="elsevierStyleCrossRef" href="#tblfn0015">&#42;&#42;&#42;</a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">Obesidad&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">---&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">---&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">p<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#44;001&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">---&nbsp;\t\t\t\t\t\t\n
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