<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1409-4142</journal-id>
<journal-title><![CDATA[Revista Costarricense de Cardiología]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. costarric. cardiol]]></abbrev-journal-title>
<issn>1409-4142</issn>
<publisher>
<publisher-name><![CDATA[Asociación Costarricense de Cardiología]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1409-41422000000300003</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Utilidad del análisis de la variabilidad de la frecuencia cardíaca en la valoración de neuropatía autonómica diabética]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gutiérrez]]></surname>
<given-names><![CDATA[Oswaldo]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Putvinsky]]></surname>
<given-names><![CDATA[Alexei]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Padilla]]></surname>
<given-names><![CDATA[Juan I]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramírez]]></surname>
<given-names><![CDATA[Catalina]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Mora]]></surname>
<given-names><![CDATA[Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad de Iberoamérica Cátedra de Fsiología ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad de Iberoamérica Cátedra de Medicina ]]></institution>
<addr-line><![CDATA[San José ]]></addr-line>
<country>Costa Rica</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2000</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2000</year>
</pub-date>
<volume>2</volume>
<numero>3</numero>
<fpage>4</fpage>
<lpage>12</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_arttext&amp;pid=S1409-41422000000300003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_abstract&amp;pid=S1409-41422000000300003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_pdf&amp;pid=S1409-41422000000300003&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Introducción. Una complicación de la Diabetes Mellitus es la neuropatía autonómica diabética (NAD), la cual tradicionalmente se diagnostica con criterios clínicos. El análisis de la variabilidad de la frecuencia cardíaca (VFC), consiste en el estudio de las variaciones de tiempo entre latido y latido consecutivos del corazón, reflejo de la influencia y que tiene importancia pronóstica. Objetivo. Determinar la utilidad del análisis de la VFC como método auxiliar para el diagnóstico y clasificación de los pacientes con NAD. Material y métodos. Se eligieron individuos con diagnóstico clínico de diabetes mellitus tipo 2 con NAD y como grupo control, diabéticos sin NAD; también se incluyó un grupo control de individuos sanos. Para el registro, se empleó un equipo PowerLab utilizando una derivación electrocardiográfica durante 5 minutos. Se estimaron variables en dominio de tiempo y de frecuencia y se compararon entre los grupos. Resultados. Se estudiaron 6 pacientes diabéticos con NAD, 3 sin NAD y 6 sujetos sanos. La diferencia más dramática se observó en el grupo de pacientes diabéticos con NAD. Al compararse valores promedio entre ambos grupos de diabéticos se observaron diferencias significativas tanto en variables de dominio de tiempo como de frecuencia: SDNN 26.799 vs 12.601, p=0.047, SDdNN 21.880 vs 9.953, p=0.031, RMSSD 21.841 vs 9.940, p=0.03), LF 125.937 vs 35.077, p=0.1 y HF 67.717 vs 14.472, p=0.02). No se encontró diferencias entre diabéticos sin NAD y controles sanos. Conclusión. El análisis de la VFC es útil en la valoración cuantitativa de la NAD, lo cual tiene importancia pronóstica.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Introduction. A recognized diabetes mellitus complication is autonomic neuropathy (DAN), that is usually diagnosed by clinical criteria. Heart rate variability analysis (HRV) consist in the study of time variations along consecutive heart beats, reflecting autonomic influence, with prognostic importance. Objetive. To determine usefullness of HRV analysis as ancilliary method for diagnosis and follow-up of patients with DAN. Materials y methods. We selected type 2 diabetic patients with clinical diagnosis of DAN and without DAN, as control group. Also we included healthy individuals. For data adquisition we used a PowerLab equipment with a single electrocardiographic lead, during 5 minutes. We calculate time domain and frequency domain variables and compared it between groups. Results. We studied 6 diabetic patients witn DAN, 3 without DAN and 6 normal subjects. The most dramatic difference ocurred in diabetics with DAN. Comparing mean values between both groups of diabetics we observed statistical differences in time domain and in frequency domain variables: SDNN 26.799 vs 12.601, p=0.047, SDdNN 21.880 vs 9.953, p=0.031, RMSSD 21.841 vs 9.940, p=0.03), LF 125.937 vs 35.077, p=0.1 and HF 67.717 vs 14.472, p=0.02). We did not found differences between diabetes without DAN and normal controls. Conclusion. HRV analysis is usefull in evaluating cuantitatively DAN, with prognosis information.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Variabilidad de la FC]]></kwd>
<kwd lng="es"><![CDATA[diabetes]]></kwd>
<kwd lng="en"><![CDATA[Heart rate variability]]></kwd>
<kwd lng="en"><![CDATA[diabetes]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  &nbsp;     <br> <b><font face="Arial">TRABAJO ORIGINAL</font></b>     <br> &nbsp;     <center><b><font face="ARIAL"><font color="#000000">Utilidad del An&aacute;lisis de la Variabilidad de la Frecuencia Card&iacute;aca en la Valoraci&oacute;n de Neuropat&iacute;a Auton&oacute;mica Diab&eacute;tica</font></font></b></center>     <center>&nbsp;</center>     <center><b><font face="ARIAL"><font size="-1">Drs. Oswaldo Guti&eacute;rrez<a href="#*">*</a>,&nbsp;&nbsp; Alexei Putvinsky<a name="*a"></a><a href="#*">*</a>,&nbsp;&nbsp; Juan I. Padilla,&nbsp;&nbsp; Catalina Ram&iacute;rez<a href="#**">**</a>,&nbsp;&nbsp; Carlos Mora<a href="#**">**</a></font></font></b></center> &nbsp;     <br> &nbsp;     <br> <b><font face="ARIAL"><font size="-1">Resumen</font></font></b>     <p><font face="ARIAL"><font size="-1"><b>Introducci&oacute;n.</b> Una complicaci&oacute;n de la Diabetes Mellitus es la neuropat&iacute;a auton&oacute;mica diab&eacute;tica (NAD), la cual tradicionalmente se diagnostica con criterios cl&iacute;nicos. El an&aacute;lisis de la variabilidad de la frecuencia card&iacute;aca (VFC), consiste en el estudio de las variaciones de tiempo entre latido y latido consecutivos del coraz&oacute;n, reflejo de la influencia y que tiene importancia pron&oacute;stica.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><b>Objetivo.</b> Determinar la utilidad del an&aacute;lisis de la VFC como m&eacute;todo auxiliar para el diagn&oacute;stico y clasificaci&oacute;n de los pacientes con NAD.</font></font> </p>     ]]></body>
<body><![CDATA[<p><font face="ARIAL"><font size="-1"><b>Material y m&eacute;todos.</b> Se eligieron individuos con diagn&oacute;stico cl&iacute;nico de diabetes mellitus tipo 2 con NAD y como grupo control, diab&eacute;ticos sin NAD; tambi&eacute;n se incluy&oacute; un grupo control de individuos sanos. Para el registro, se emple&oacute; un equipo PowerLab utilizando una derivaci&oacute;n electrocardiogr&aacute;fica durante 5 minutos. Se estimaron variables en dominio de tiempo y de frecuencia y se compararon entre los grupos.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><b>Resultados.</b> Se estudiaron 6 pacientes diab&eacute;ticos con NAD, 3 sin NAD y 6 sujetos sanos. La diferencia m&aacute;s dram&aacute;tica se observ&oacute; en el grupo de pacientes diab&eacute;ticos con NAD. Al compararse valores promedio entre ambos grupos de diab&eacute;ticos se observaron diferencias significativas tanto en variables de dominio de tiempo como de frecuencia: SDNN 26.799 vs 12.601, p=0.047, SDdNN 21.880 vs 9.953, p=0.031, RMSSD 21.841 vs 9.940, p=0.03), LF 125.937 vs 35.077, p=0.1 y HF 67.717 vs 14.472, p=0.02). No se encontr&oacute; diferencias entre diab&eacute;ticos sin NAD y controles sanos.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><b>Conclusi&oacute;n.</b> El an&aacute;lisis de la VFC es &uacute;til en la valoraci&oacute;n cuantitativa de la NAD, lo cual tiene importancia pron&oacute;stica.</font></font> </p>     <p><b><font face="ARIAL"><font size="-1">Palabras Clave</font></font></b> </p>     <p><font face="ARIAL"><font size="-1">Variabilidad de la FC, diabetes.</font></font>     <br> &nbsp; </p>     <p><b><font face="ARIAL"><font size="-1">Summary</font></font></b> </p>     <p><font face="ARIAL"><font size="-1"><b>Introduction. </b>A recognized diabetes mellitus complication is autonomic neuropathy (DAN), that is usually diagnosed by clinical criteria. Heart rate variability analysis (HRV) consist in the study of time variations along consecutive heart beats, reflecting autonomic influence, with prognostic importance.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><b>Objetive. </b>To determine usefullness of HRV analysis as ancilliary method for diagnosis and follow-up of patients with DAN.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><b>Materials y methods. </b>We selected type 2 diabetic patients with clinical diagnosis of DAN and without DAN, as control group. Also we included healthy individuals. For data adquisition we used a PowerLab equipment with a single electrocardiographic lead, during 5 minutes. We calculate time domain and frequency domain variables and compared it between groups.</font></font> </p>     ]]></body>
<body><![CDATA[<p><font face="ARIAL"><font size="-1"><b>Results. </b>We studied 6 diabetic patients witn DAN, 3 without DAN and 6 normal subjects. The most dramatic difference ocurred in diabetics with DAN. Comparing mean values between both groups of diabetics we observed statistical differences in time domain and in frequency domain variables: SDNN 26.799 vs 12.601, p=0.047, SDdNN 21.880 vs 9.953, p=0.031, RMSSD 21.841 vs 9.940, p=0.03), LF 125.937 vs 35.077, p=0.1 and HF 67.717 vs 14.472, p=0.02). We did not found differences between diabetes without DAN and normal controls.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><b>Conclusion. </b>HRV analysis is usefull in evaluating cuantitatively DAN, with prognosis information.</font></font>     <br> &nbsp; </p>     <p><b><font face="ARIAL"><font size="-1">Key Words</font></font></b> </p>     <p><font face="ARIAL"><font size="-1">Heart rate variability, diabetes.</font></font>     <br> &nbsp; </p>     <p><b><font face="ARIAL"><font size="-1">Introducci&oacute;n</font></font></b> </p>     <p><font face="ARIAL"><font size="-1">Uno de los aspectos de la modulaci&oacute;n del sistema nervioso aut&oacute;nomo sobre el aparato cardiovascular es el balance entre el tono simp&aacute;tico y el parasimp&aacute;tico sobre la frecuencia card&iacute;aca. En condiciones patol&oacute;gicas, tal modulaci&oacute;n puede verse afectada, por ejemplo, en el infarto agudo de miocardio se produce un incremento del tono simp&aacute;tico de manera compensatoria ante la p&eacute;rdida de la geometr&iacute;a normal del ventr&iacute;culo izquierdo, gener&aacute;ndose as&iacute; un disbalance entre el tono simp&aacute;tico y parasimp&aacute;tico, hecho que se ha relacionado a mayor mortalidad en este grupo de enfermos(<a href="#1.">1</a>).</font></font> </p>     <p><font face="ARIAL"><font size="-1">Una complicaci&oacute;n conocida de la Diabetes Mellitus es la neuropat&iacute;a auton&oacute;mica diab&eacute;tica (NAD), la cual inicialmente cursa con disminuci&oacute;n de la velocidad de conducci&oacute;n nerviosa y resistencia a la conducci&oacute;n por da&ntilde;o isqu&eacute;mico; posteriormente, degeneraci&oacute;n axonal que progresa a todas la fibras nerviosas hasta producir desmielinizaci&oacute;n(<a href="#2.">2</a>). Como origen de esta disfunci&oacute;n se postulan alteraciones metab&oacute;licas (en la v&iacute;a del poliol y metabolismo anormal del inositol, formaci&oacute;n de productos terminales de la glicosilaci&oacute;n avanzada, incremento en las especies ox&iacute;geno reactivas y alteraciones en el metabolismo de los &aacute;cidos grasos esenciales) o hipoxia secundaria a anomal&iacute;as microvasculares que comprometen la irrigaci&oacute;n del nervio(<a  href="#2.">2</a>).</font></font> </p>     <p><font face="ARIAL"><font size="-1">Sus manifestaciones cl&iacute;nicas incluyen hipotensi&oacute;n ortost&aacute;tica, impotencia, disfunci&oacute;n gastrointestinal (p.ej. diarrea cr&oacute;nica), retenci&oacute;n urinaria o alteraciones en la termorregulaci&oacute;n como sudoraci&oacute;n inmotivada o anhidrosis en las extremidades inferiores. Otras complicaciones relacionadas son la neuropat&iacute;a sensomotora distal sim&eacute;trica, la amiotrofia y la mononeuritis m&uacute;ltiple.</font></font> </p>     ]]></body>
<body><![CDATA[<p><font face="ARIAL"><font size="-1">Tradicionalmente se han utilizado diversos s&iacute;ntomas y signos para el diagn&oacute;stico de la NAD tales como registrar la presi&oacute;n arterial en dec&uacute;bito y de pie o la frecuencia card&iacute;aca con inspiraci&oacute;n profunda, maniobra de valsalva(<a  href="#3.">3</a>) y pre y post ejercicio f&iacute;sico(<a href="#2.">2</a>). En los &uacute;ltimos a&ntilde;os se viene utilizando el an&aacute;lisis de la variabilidad de la frecuencia card&iacute;aca (VFC), como marcador de la funci&oacute;n auton&oacute;mica(<a href="#4.">4</a>) y por ende del equilibrio simp&aacute;tico/parasimp&aacute;tico. Este consiste en el an&aacute;lisis de las variaciones en la duraci&oacute;n del intervalo de tiempo que transcurre entre latido y latido consecutivos del coraz&oacute;n (los intervalos RR). Este m&eacute;todo se ha aplicado desde hace varias d&eacute;cadas en obstetricia: ciertos patrones en las variaciones de la frecuencia card&iacute;aca fetal durante las contracciones uterinas del trabajo de parto predicen sufrimiento fetal agudo. Recientemente, este m&eacute;todo ha devenido como marcador pron&oacute;stico en los pacientes con cardiopat&iacute;a isqu&eacute;mica(<a href="#1.">1</a>,<a  href="#5.">5</a>), insuficiencia card&iacute;aca(<a href="#6.">6</a>), miocarditis Chag&aacute;sica(<a href="#7.">7</a>,) s&iacute;ncope(<a href="#8.">8</a>) o en los que han sido sometidos a trasplante card&iacute;aco(<a href="#9.">9</a>). Otros m&eacute;todos auxiliares que tambi&eacute;n se han utilizado en la evaluaci&oacute;n del sistema nervioso aut&oacute;nomo incluyen variabilidad de la presi&oacute;n arterial(<a  href="#10.">10</a>), sensibilidad barorefleja(<a href="#11.">11</a>), velocidad de onda de pulso(<a href="#12.">12</a>,<a href="#13.">13</a>), variabilidad del intervalo QT(14), respuesta simp&aacute;tica cut&aacute;nea(<a href="#15.">15</a>) o m&eacute;todos por im&aacute;genes como la gamagraf&iacute;a mioc&aacute;rdica de SPECT con I231-Meta-iodobenzilguanina &#8211;MIBG(<a href="#16.">16</a>).</font></font> </p>     <p><font face="ARIAL"><font size="-1">La presente investigaci&oacute;n tuvo como objetivo determinar la utilidad del an&aacute;lisis de la VFC como m&eacute;todo auxiliar para el diagn&oacute;stico y clasificaci&oacute;n de los pacientes con NAD.</font></font>     <br> &nbsp;     <br> <b><font face="ARIAL"><font size="-1">Materiales y m&eacute;todos</font></font></b> </p>     <p><font face="ARIAL"><font size="-1"><u>Pacientes.</u> Fueron elegidos para el estudio, individuos con diagn&oacute;stico cl&iacute;nico de diabetes mellitus tipo 2 con neuropat&iacute;a auton&oacute;mica diab&eacute;tica. Se utilizaron los siguientes criterios para el diagn&oacute;stico cl&iacute;nico de NAD:</font></font> </p>     <p><font face="ARIAL"><font size="-1">1.-Presencia de taquicardia sinusal de reposo mayor de 100 latidos/minuto</font></font> </p>     <p><font face="ARIAL"><font size="-1">2.-Pobre incremento de la frecuencia card&iacute;aca con la posici&oacute;n de pie [cociente(<a href="#17.">17</a>) frecuencia card&iacute;aca en decubito/frecuencia card&iacute;aca de pie <u>&lt;</u> 1</font></font> </p>     <p><font face="ARIAL"><font size="-1">3.-Ca&iacute;da de la presi&oacute;n arterial con la posici&oacute;n de pie <u>&gt;</u> 10 mmHg</font></font> </p>     <p><font face="ARIAL"><font size="-1">Se consider&oacute; por lo menos uno de estos tres criterios y por lo menos un s&iacute;ntoma t&iacute;pico para establecer el diagn&oacute;stico cl&iacute;nico de NAD.</font></font> </p>     <p><font face="ARIAL"><font size="-1">Como grupo control se eligieron pacientes diab&eacute;ticos con caracter&iacute;sticas similares en cuanto a edad, tipo de diabetes y comorbilidad, pero sin los criterios para NAD mencionados. No se consider&oacute; el tiempo de evoluci&oacute;n de la diabetes como criterio de inclusi&oacute;n o exclusi&oacute;n ya que la aparici&oacute;n de NAD se correlaciona en forma directa con ella.</font></font> </p>     ]]></body>
<body><![CDATA[<p><font face="ARIAL"><font size="-1">Fueron exclu&iacute;dos pacientes diab&eacute;ticos que tuvieran antecedentes de enfermedades cardiovasculares como infarto de miocardio, isquemia mioc&aacute;rdica sintom&aacute;tica, hipertensi&oacute;n arterial descompensada o insuficiencia card&iacute;aca en CF II-IV (de la New York Heart Association) o bien de ingesta de medicamentos o sustancias que pudieran afectar los resultados (p.ej. betabloqueantes).</font></font> </p>     <p><font face="ARIAL"><font size="-1">Tambi&eacute;n se incluy&oacute; un grupo control de individuos adultos conocidos sanos, asintom&aacute;ticos, con un interrogatorio y examen f&iacute;sico que no evidenci&oacute; hallazgos patol&oacute;gicos.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><u>Dise&ntilde;o del estudio.</u> Se utiliz&oacute; como regla de oro los signos y s&iacute;ntomas de NAD para establecer la utilidad del an&aacute;lisis de la VFC en confirmar el diagn&oacute;stico cl&iacute;nico y secundariamente para clasificar y estratificar a los pacientes con NAD. Las variables analizadas en el grupo de diab&eacute;ticos con NAD se compararon con el grupo de diab&eacute;ticos sin NAD cl&iacute;nica. Tambi&eacute;n se compararon los valores promedio de los diab&eacute;ticos sin NAD cl&iacute;nica con los de los sujetos sanos del grupo control, para corroborar que los pacientes sin NAD cl&iacute;nica no fueran portadores de cualquier anomal&iacute;a en este tipo de an&aacute;lisis.</font></font> </p>     <p><font size="-1"><font face="Arial,Helvetica"><u>Adquisici&oacute;n y an&aacute;lisis de los datos.</u>&nbsp; </font><font face="ARIAL">Para la adquisici&oacute;n de datos se emple&oacute; un equipo digital de registro PowerLab ADInstruments utilizando una derivaci&oacute;n electrocardiogr&aacute;fica est&aacute;ndar DI &oacute; DII, durante 5 minutos en dec&uacute;bito supino. La frecuencia de adquisici&oacute;n fue de 1 KHz y se filtr&oacute; la se&ntilde;al en el rango 20-250 Hz. Antes de iniciar el registro, se constat&oacute; que el sujeto estuviese de previo en reposo y en posici&oacute;n adecuada.</font></font> </p>     <p><font face="ARIAL"><font size="-1">El an&aacute;lisis y presentaci&oacute;n gr&aacute;fica de los datos se realiz&oacute; con la extensi&oacute;n "heart rate variability", determin&aacute;ndose variables tanto en Dominio de Tiempo como en Dominio de Frecuencia.</font></font> </p>     <p><font face="ARIAL"><font size="-1">Las variables en dominio de tiempo se obtuvieron utilizando mediciones directas o c&aacute;lculos aritm&eacute;ticos e incluyeron:</font></font>     <br> &nbsp;     <br> &nbsp;     <br> &nbsp; </p>     <center> <table border="0" cellspacing="0" cellpadding="0" width="92%">   <tbody>     <tr>       <td><u><font face="ARIAL"><font size="-1">Variables simples</font></font></u>&nbsp;           ]]></body>
<body><![CDATA[<br>       <font face="ARIAL"><font size="-1">(en ms):</font></font></td>       <td><font face="ARIAL"><font size="-1">-RR m&aacute;ximo</font></font>&nbsp;           <br>       <font face="ARIAL"><font size="-1">-RR m&iacute;mimo</font></font>&nbsp;           <br>       <font face="ARIAL"><font size="-1">-Rango (diferencia entre RR m&aacute;ximo y m&iacute;nimo)</font></font>&nbsp;           <br>       <font face="ARIAL"><font size="-1">-RR promedio</font></font>&nbsp;           <br>       <font face="ARIAL"><font size="-1">-RR mediana</font></font>&nbsp;           <br>       <font face="ARIAL"><font size="-1">-Frecuencia card&iacute;aca promedio (latidos/min)</font></font></td>     </tr>     <tr>       <td>&nbsp;</td>       <td>&nbsp;</td>     </tr>     <tr>       <td><u><font face="ARIAL"><font size="-1">M&eacute;todos estad&iacute;sticos</font></font></u>&nbsp;           <br>       <font face="ARIAL"><font size="-1">(en ms):</font></font></td>       <td><font face="ARIAL"><font size="-1">-Desviaci&oacute;n est&aacute;ndar de los RR (o llamados NN, deriva de "normal to normal"), el <b>SDNN</b></font></font>&nbsp;           <br>       <font size="-1"><font face="ARIAL">-Desviaci&oacute;n est&aacute;ndar de las diferencias entre</font> <font face="ARIAL">latidos consecutivos, el <b>SDDeltaRR</b></font></font>&nbsp;           <br>       <font face="ARIAL"><font size="-1">-Ra&iacute;z cuadrada del promedio de as&iacute; dife- rencias entre intervalos sucesivos elevadas al cuadrado, el <b>RMSSD</b></font></font>&nbsp;           <br>       <font face="ARIAL"><font size="-1">-N&uacute;mero de diferencias entre intervalos RR sucesivos mayores de 50 ms, el <b>NN50</b></font></font>&nbsp;           ]]></body>
<body><![CDATA[<br>       <font face="ARIAL"><font size="-1">-N&uacute;mero de diferencias entre intervalos RR sucesivos mayores de 50 ms divididos por el n&uacute;mero total de RR sucesivos, expresado en porcentaje</font></font></td>     </tr>   </tbody> </table> </center> &nbsp;     <br> <font face="ARIAL"><font size="-1"><b>M&eacute;todos Geom&eacute;tricos:</b> Se emple&oacute; el Ploteo de Poincar&eacute; de los NN (ver presentaci&oacute;n gr&aacute;fica m&aacute;s adelante).</font></font>     <p><font face="ARIAL"><font size="-1">Para calcular los par&aacute;metros en dominio de frecuencia, es necesario desdoblar la se&ntilde;al sinusoidal (el tacograma de intervalos RR, ver m&aacute;s adelante) en los m&uacute;ltiples componentes de distinta frecuencia que lo componen, mediante m&eacute;todos matem&aacute;ticos; en este estudio se utiliz&oacute; el de Transformaci&oacute;n r&aacute;pida de Fourier. Se establecieron los rangos convencionales(<a  href="#18.">18</a>,<a href="#19.">19</a>) de alta y baja frecuencia y se calcul&oacute; el poder de los mismos. Los par&aacute;metros utilizados fueron:</font></font> </p>     <p><font face="ARIAL"><font size="-1">-Poder del rango baja frecuencia (rango 0.04 &#8211; 0.15 Hz), <b>Lf</b>, en ms(<a href="#2.">2</a>)</font></font> </p>     <p><font face="ARIAL"><font size="-1">-Poder del rango alta frecuencia (rango 0.15 &#8211; 0.4 Hz), HF, en ms(<a href="#2.">2</a>)</font></font> </p>     <p><font face="ARIAL"><font size="-1">-Relaci&oacute;n LF/HF</font></font> </p>     <p><font face="ARIAL"><font size="-1">Para establecer si las diferencias entre grupos eran estad&iacute;sticamente significativas se utiliz&oacute; el m&eacute;todo t de student del programa Systat 6.0.1 for Windows, considerando una diferencia como significativa si el valor de p era &lt; 0.05.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><u>Presentaci&oacute;n de los datos.</u> La presentacion gr&aacute;fica de los datos en ejes de coordenadas incluy&oacute; (<a href="#fig1">figura 1</a>):    <br> </font></font></p>     <center><a name="fig1"></a><img src="/img/fbpe/rcc/v2n3/0493i5.GIF"  height="425" width="529"></center>     
]]></body>
<body><![CDATA[<p><font face="ARIAL"><font size="-1"><b>Figura 1.</b> Tacograma, Histograma de los intervalos RR y de sus diferencias, ploteo de Poincar&eacute; y espectro de un individuo sano. V&eacute;ase m&aacute;s detalles en el texto</font></font> </p>     <p></p>     <p><font face="ARIAL"><font size="-1"><u>El tacograma</u> de los intervalos RR. Consiste en graficar en las ordenadas la duraci&oacute;n de cada uno de los intervalos RR consecutivos (en las abcisas).</font></font> </p>     <p><font face="ARIAL"><font size="-1"><u>El histograma</u> de los intervalos RR. Es un gr&aacute;fico de barras que presenta el n&uacute;mero de intervalos RR (ordenadas) y la duraci&oacute;n RR (abcisas) en intervalos (barras) que difieren 10 ms entre s&iacute; en orden tanto creciente como decreciente.</font></font> </p>     <p><font face="ARIAL"><font size="-1">El histograma de las diferencias RR (Delta RR) es un gr&aacute;fico de barras que presenta el n&uacute;mero diferencias entre RR y RR consecutivos (ordenadas) y la duraci&oacute;n de tales diferencias (abcisas) en intervalos (barras) que difieren 10 ms entre s&iacute; en orden tanto creciente como decreciente.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><u>El ploteo de Poincar&eacute;</u> que muestra la duraci&oacute;n de cada intervalo RR en ms (ordenadas) versus la duraci&oacute;n del RR inmediatamente precedente (abcisas), el llamado "mapa de retorno". Se utiliz&oacute; la clasificaci&oacute;n modificada de Woo et al(<a href="#20.">20</a>) para el an&aacute;lisis de los patrones obtenidos desde la distribuci&oacute;n de los RR el delta RR.</font></font> </p>     <p><font face="ARIAL"><font size="-1"><u>El espectro</u> representa las bandas de frecuencia (en Hz, abcisas) y su respectivo poder (ordenadas) en ms.</font></font> &nbsp;&nbsp;     <br> </p> <b><font face="ARIAL"><font size="-1">Resultados</font></font></b>     <p><font face="ARIAL"><font size="-1">Se estudiaron 6 pacientes diab&eacute;ticos con diagn&oacute;stico cl&iacute;nico de NAD. Como grupo control de incluyeron 3 pacientes diab&eacute;ticos sin evidencia cl&iacute;nica de NAD y 6 sujetos sanos.</font></font> </p>     <p><font face="ARIAL"><font size="-1">El tiempo de enfermedad en el grupo de diab&eacute;ticos con NAD fue en promedio 18 a&ntilde;os (R: 7 a 35) mientras que en grupo de diab&eacute;ticos sin NAD, 30 d&iacute;as (de realizado el diagn&oacute;stico). En otras variables como edad. sexo, raza, comorbilidad, etc., ambos grupos son similares.</font></font> </p>     ]]></body>
<body><![CDATA[<p><font face="ARIAL"><font size="-1">La diferencia m&aacute;s dram&aacute;tica en los diversos par&aacute;metros del an&aacute;lsis de la VFC se observ&oacute; en el grupo de pacientes diab&eacute;ticos con NAD versus los que no ten&iacute;an NAD (comp&aacute;rese las <a href="#fig1">figuras 1</a> y <a  href="#fig2">2</a>), halllazgo estad&iacute;sticamente significativo.    <br> </font></font></p>     <center><a name="fig2"></a><img src="/img/fbpe/rcc/v2n3/0493i6.GIF"  height="425" width="553"></center> <font face="ARIAL"><font size="-1"><b>Figura 2.</b> Tacograma, Histograma de los intervalos RR y de sus diferencias, ploteo de Poincar&eacute; y espectro de un paciente diab&eacute;tico con NAD. Obs&eacute;rvese la pobre variabilidad y bajo poder espectral.</font></font>    
<br>     <br>     <p></p>     <p><font face="ARIAL"><font size="-1">Los valores promedio obtenidos para las diferentes variables de VFC se muestran en la <a href="#tabla1">tabla I</a>. Al compararse entre ambos grupos puede observarse una clara diferencia tanto en variables de dominio de tiempo como de frecuencia (<a  href="#tabla2">tablas II</a> y <a href="#tabla3">III</a>). Destacan las variables estad&iacute;sticas (SDNN 26.799 vs 12.601, p=0.047, SDdNN 21.880 vs 9.953, p=0.031, RMSSD 21.841 vs 9.940, p=0.03) y las de dominio de frecuencia (LF 125.937 vs 35.077, p=0.1 y HF 67.717 vs 14.472, p=0.02) respectivamente.    <br>     <br> </font></font></p>     <center><a name="tabla1"></a><b><font face="Arial,Helvetica"><font  size="-1"><a href="file:///C:/img/fbpe/rcc/v2n3/0493i1.JPG"><img  src="/img/fbpe/rcc/v2n3/0493i1.JPG" title="" alt=""  style="width: 580px; height: 510px;"></a></font></font></b></center> &nbsp; <font face="ARIAL"><font size="-1">RRx: RR m&aacute;ximo; RRm: RR m&iacute;nimo; PROM: promedio; MEDIA: mediana; FcD: frecuencia card&iacute;aca promedio; SDNN: desviaci&oacute;n est&aacute;ndar de los RR SDdRR: desviaci&oacute;n est&aacute;ndar de las diferencias entre latidos consecutivos; , RMSSD: Ra&iacute;z cuadrada del promedio de las diferencias entre intervalos sucesivos elevadas al cuadrado NN50-N&uacute;mero de diferencias entre intervalos RR sucesivos mayores de 50 ms; %: N&uacute;mero de diferencias entre intervalos RR sucesivos mayores de 50 ms divididos por el n&uacute;mero de RR sucesivos, expresado en porcentaje. P: promedio    
]]></body>
<body><![CDATA[<br>     <br> </font></font>     <center><a name="tabla2"></a><img  src="/img/fbpe/rcc/v2n3/0493i2.GIF" border="0" height="349"  width="517"></center>     
<div style="text-align: center;"><font face="ARIAL"><font size="-1">NDA: neuropat&iacute;a auton&oacute;mica diab&eacute;tica; LF: poder del rango baja frecuencia; HF: poder</font></font>     <br> </div>     <div style="text-align: center;"><font face="ARIAL"><font size="-1">del rango alta frecuencia; LF/HF: relaci&oacute;n entre poder de baja y alta frecuencia; P: promedio    <br>     <br> </font></font>     <center><a name="tabla3"></a><img  src="/img/fbpe/rcc/v2n3/0493i3.JPG" height="401" width="641"></center> <font face="ARIAL"><font size="-1">Abreviaturas igual que las de la tabla I; p: valor de p seg&uacute;n t test.    
<br>     ]]></body>
<body><![CDATA[<br> </font></font>     <center><a name="fig4"></a><img src="/img/fbpe/rcc/v2n3/0493i4.JPG"  height="417" width="615"></center>     
<br> </div> <font face="ARIAL"><font size="-1">    <br> </font></font>     <p></p>     <p><font face="ARIAL"><font size="-1">Es de notar que en el grupo de diab&eacute;ticos con NAD, resalta el No. 6 (<a href="#tabla1">tabla I</a>) quien presenta valores de las variables estad&iacute;sticas m&aacute;s cercanos o incluso mayores al promedio de los valores del grupo sin NAD: SDNN 29.1 vs 26.799, SDdNN 23.792 vs 21.88, RMSSD 23.74 vs 21.847, NN50 10 vs 5 y %NN50 2.6 vs 1.5 lo que podr&iacute;a sugerir que el diagn&oacute;stico cl&iacute;nico no necesariamente refleja la presencia de disfunci&oacute;n auton&oacute;mica objetiva, seg&uacute;n esta metodolog&iacute;a. Si este paciente se excluyera del an&aacute;lsis, los valores de p se incrementan a&uacute;n m&aacute;s, en especial para LF (p=0.03).</font></font> </p>     <p><font face="ARIAL"><font size="-1">Finalmente, se compar&oacute; al grupo de pacientes diab&eacute;ticos sin NAD con un grupo de individuos sanos (<a href="#fig4">tabla IV</a>) sin encontrarse diferencias, lo que nos indica que ninguno de estos pacientes podr&iacute;a ser portador de una anomal&iacute;a seg&uacute;n este tipo de an&aacute;lisis.</font></font>     <br> &nbsp; </p>     <p><b><font face="ARIAL"><font size="-1">Discusi&oacute;n</font></font></b>     <br> &nbsp; </p>     ]]></body>
<body><![CDATA[<p><font face="ARIAL"><font size="-1">El an&aacute;lisis de la VFC ha sido previamente descrito como un ex&aacute;men &uacute;til para el diagn&oacute;stico de neuropat&iacute;a diab&eacute;tica tanto con variables de dominio de tiempo como de frecuencia(<a href="#21.">21</a>,<a href="#22.">22</a>) en registros breves(<a href="#23.">23</a>,<a href="#24.">24</a>) como prolongados(<a href="#25.">25</a>) e incluso, para la detecci&oacute;n de la misma antes de la aparici&oacute;n de s&iacute;ntomas y signos t&iacute;picos de la afecci&oacute;n(<a  href="#26.">26</a>,<a href="#27.">27</a>) para lo cual de utilizan maniobras que la desenmascaren tales como stress mental(<a href="#28.">28</a>) ortostatismo(<a href="#29.">29</a>,<a  href="#30.">30</a>,<a href="#31.">31</a>,<a href="#32.">32</a>,<a  href="#33.">33</a>), inspiraci&oacute;n profunda(<a href="#32.">32</a>), durante el sue&ntilde;o(<a href="#31.">31</a>) o maniobra de Valsalva(<a href="#32.">32</a>). Se ha demostrado adem&aacute;s que dichos hallazgos son reproducibles en el tiempo(<a href="#34.">34</a>).</font></font> </p>     <p><font face="ARIAL"><font size="-1">En este estudio se utiliz&oacute; como regla de oro a las manifestaciones cl&iacute;nicas de la NAD, pues se trataba de pacientes con un cuadro cl&iacute;nico t&iacute;pico y con diabetes de larga evoluci&oacute;n. Nuestros resultados confirman que este an&aacute;lisis es de utilidad como ex&aacute;men auxiliar para el diagn&oacute;stico, detecci&oacute;n de casos oligosintom&aacute;ticos y clasificaci&oacute;n y cuantificaci&oacute;n de la gravedad de la NAD puesto que encontramos una correlaci&oacute;n directa entre los signos y s&iacute;ntomas y las anomal&iacute;as en el an&aacute;lsis de la VFC.</font></font> </p>     <p><font face="ARIAL"><font size="-1">Aunque en este estudio se utiliz&oacute; una metodolog&iacute;a convencional, existen otros m&eacute;todos de an&aacute;lisis de la VFC que inluyen m&eacute;todos geom&eacute;tricos como el ploteo de recurrencia(<a href="#35.">35</a>), en dominio de frecuencia, el modelo autoregresivo(<a href="#22.">22</a>,<a href="#23.">23</a>,<a href="#36.">36</a>) o los llamados m&eacute;todos basados en fen&oacute;menos no lineares como tono-entrop&iacute;a(<a href="#37.">37</a>), dimensi&oacute;n fractal(<a  href="#11.">11</a>), demodulaci&oacute;n compleja(38) y encarrilamiento postural(<a  href="#38.">38</a>).</font></font> </p>     <p><font face="ARIAL"><font size="-1">La importancia de detectar y clasificar la presencia y gravedad de la neuropat&iacute;a auton&oacute;mica radica principalmente en la posibilidad de modificar el pron&oacute;stico del paciente ya que la presencia de NAD se ha relacionado a mayor mortalidad(<a href="#39.">39</a>), muerte s&uacute;bita card&iacute;aca(<a href="#40.">40</a>), prolongaci&oacute;n del QT y subsecuente aparici&oacute;n de arritmias letales(<a  href="#41.">41</a>) isquemia mioc&aacute;rdica silente(<a href="#42.">42</a>) y otras complicaciones como micro-albuminuria(<a href="#43.">43</a>). En Costa Rica el diagn&oacute;stico tradi-cionalmente se ha hecho sobre bases cl&iacute;nicas y &eacute;sta metodolog&iacute;a aporta mayor sensibilidad, monitoreo de la evoluci&oacute;n y probablemente, de la respuesta al tratamiento farmacol&oacute;gico.</font></font>     <br> &nbsp;     <br> <b><font face="ARIAL"><font size="-1">Conclusi&oacute;n</font></font></b> </p>     <p><font face="ARIAL"><font size="-1">El an&aacute;lisis de la VFC es un m&eacute;todo diagn&oacute;stico &uacute;til en la valoraci&oacute;n y estratificaci&oacute;n de los pacientes diab&eacute;ticos con NAD, cuya detecci&oacute;n es de importancia pron&oacute;stica.</font></font>     <br> &nbsp;</p>     <p><b><font face="ARIAL"><font size="-1">Referencias</font></font></b> </p>     <!-- ref --><p><a name="1."></a><font face="ARIAL"><font size="-1"><b>1.</b> Jimenez RA, Myerburg RJ. Sudden Cardiac Death: Magnitude of the problem, Substrate/Trigger Interaction, and Populations at Risk. En: Crawford MH, ed. Cardiology Clinics. Cardiac Arrhythmias and related Sindromes: Current Diagnosis and Management. Philadelphia WB Saunders; 1993; 11: 1-10</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717508&pid=S1409-4142200000030000300001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="2."></a><font face="ARIAL"><font size="-1"><b>2.</b> Buolton, ASM. Diabetic Neuropathy. 1&deg; Ed. UK : Marius Press ;1997. p. 63 - 145.</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717509&pid=S1409-4142200000030000300002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="3."></a><font face="ARIAL"><font size="-1"><b>3.</b> Bennet T, Farquhar IK; Hosking DJ, Hampton JR. Assessment of methods for estimating autonomic nervous control of the heart in patients with diabetes mellitus. Diabetes 1978; 27:1167-1174</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717510&pid=S1409-4142200000030000300003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="4."></a><font face="ARIAL"><font size="-1"><b>4.</b> Le Heuzey JY. La Variabilit&eacute; sinusales: int&eacute;r&ecirc;t en rythmologie. Arch Mal Coeur Vaiss1992; 85(IV): 37-43</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717511&pid=S1409-4142200000030000300004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="5."></a><font face="ARIAL"><font size="-1"><b>5.</b> Kleiger RE, Miller JP, Bigger JT, Moss AJ and the Multicenter Post-Infarction Research Group: Decreased Heart Rate Variability and its Association with increased Mortality After Acute Myocardial Infarction. Am J Cardiol 1987; 59: 256</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717512&pid=S1409-4142200000030000300005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="6."></a><font face="ARIAL"><font size="-1"><b>6.</b> Soejima K, Akaishi M, Suzuki Y, Meguro T, Yoshikawa T, Mitamura H, Handa S, Ogawa S. Age-corrected heart rate variability as an index of the severity of heart failure in patients with left ventricular dysfunction. Eur Heart J 1994; 15 (suppl): 326</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717513&pid=S1409-4142200000030000300006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="7."></a><font face="ARIAL"><font size="-1"><b>7.</b>Gunzzetti S, Iosa D, Pescis M et al. Effects of Simpathetic Activation on Heart Rate Variability in Chagas' patients. J Autonom Nerv Syst 1990; 30: 79</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717514&pid=S1409-4142200000030000300007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="8."></a><font face="ARIAL"><font size="-1"><b>8. </b>Bigger JT. Heart Rate Variabilility Analisys . J Amb Monit 1994;7: 84</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717515&pid=S1409-4142200000030000300008&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="9."></a><font face="ARIAL"><font size="-1"><b>9.</b> Dubner S, Bozovich G, Guti&eacute;rrez O, Perrone S, Favaloro R. Evaluaci&oacute;n de la Variabilidad de la Frecuencia Card&iacute;aca en Receptores de Trasplante Card&iacute;aco Ortot&oacute;pico. Su Comparaci&oacute;n con Normales Diagn&oacute;stico. Buenos Aires, 1993; 11:743-748</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717516&pid=S1409-4142200000030000300009&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="10."></a><font face="ARIAL"><font size="-1"><b>10.</b> Herpin D, Raud-Rayier P, Rosenberg T, Fieuzal S, Marechand R, Dermange J. Average level and varibility of 24 hour blood pressure in the normotensive insuline-dependent diabetic patient. Ach Mal Coeur Vaiss 1991; 84: 1091-1095</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717517&pid=S1409-4142200000030000300010&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="11."></a><font face="ARIAL"><font size="-1"><b>11.</b> Ducher M, Cerutti C, Gustin MP, Abou-Amara S, Thivolet C, Laville M, Paultre CZ, Fauvel JP. Noninvasive exploration of cardiac autonomic neuropathy. Four reliable methods for diabetes? Diabetes care 1999; 22: 388-393</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717518&pid=S1409-4142200000030000300011&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="12."></a><font face="ARIAL"><font size="-1"><b>12.</b> Matsuto T, Inano K, Miida T, Okada M. Assessment of diabetic cardiovascular autonomic neuropathy by heart rate variability and pulse wave velocity. Rinsho Byori 1998; 46: 1037-1042</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717519&pid=S1409-4142200000030000300012&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="13."></a><font face="ARIAL"><font size="-1"><b>13.</b> Okada M, Matsuto T, Sugita O, Yamada T. Use of heart rate varibility and pulse wave velocity for diagnosing cardiovascular autonomic neuropathy. Rinsho Byori (Abstract)1992; 40: 655-9</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717520&pid=S1409-4142200000030000300013&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="14."></a><font face="ARIAL"><font size="-1"><b>14.</b> Ong JJ, Sarma JS, Venkataramn K, Levin SR, Singh BN. Circadian rithmicity of heart rate and QTc interval in diabetic autonomic neuropathy: implications for the machanism of sudden death. Am Heart J 1993; 125: 744-752</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717521&pid=S1409-4142200000030000300014&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="15."></a><font face="ARIAL"><font size="-1"><b>15.</b> Chassande B, Charpentier G, Budy I, Willer JC, Lille F. Sympathetic skin responses and variability of the RR interval: correlation with the severety stages of diabetic polyneuropathy. Rev Neurol (Paris)1996; 152: 623-9</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717522&pid=S1409-4142200000030000300015&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="16."></a><font face="ARIAL"><font size="-1"><b>16.</b> Murata K, Sumida Y, Murashima S, Matsumura K, Takeda H, Nakagawa T, Shima T. A novel methos for assessment of autonomic neuropathy in type 2 diabetic patients: a comparative evaluation of I123-MIBG myocardial scintigraphy and power spectral analysis of heart rate variability. Diabet Med 1996; 13: 266-272</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717523&pid=S1409-4142200000030000300016&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="17."></a><font face="ARIAL"><font size="-1"><b>17.</b> Tattersall, Robert. Diabetes : Cl&iacute;nica y Tratamiento. 1&deg; Ed. Churchill, Livinstone. Espa&ntilde;a. 1993. pp. 373 &#8211; 389</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717524&pid=S1409-4142200000030000300017&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="18."></a><font face="ARIAL"><font size="-1"><b>18. </b>Task force Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology: Heart Rate Variability: Standard of Measurement, Physiological Interpretation and Clinical Use. Circulation 1996; 93:1043-1065)</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717525&pid=S1409-4142200000030000300018&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="19."></a><font face="ARIAL"><font size="-1"><b>19.</b> Guti&eacute;rrez O. Variabilidad de la frecuencia card&iacute;aca en individuos sanos costarricenses. Rev Costarr Cardiol 2000, 2:1-12</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717526&pid=S1409-4142200000030000300019&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="20."></a><font face="ARIAL"><font size="-1"><b>20.</b> Kamen PW, Tonkin AM. Application of the Poincar&eacute; plot to Heart Rate Variability: A New Measure of Functional Status in Heart Failure. Aust NZ J Med 1995; 25: 18-26</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717527&pid=S1409-4142200000030000300020&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="21."></a><font face="ARIAL"><font size="-1"><b>21.</b> Pagani M, Malfatto, G, Pierini S, Casati R, Masu AM, Poli M, Guzzetti S, Lombardi F, Cerutti S, Malliani A. Spectral analisys of heart rate variability in the assessment of autonomic diabetic neuropathy. J Auton Nerv Syst 1988; 23: 143-153</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717528&pid=S1409-4142200000030000300021&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="22."></a><font face="ARIAL"><font size="-1"><b>22.</b> Bellavere F, Balzani I, Da Msi G, et al. Power spectral analysis of heart rate variations improves assessment of diabetic cardiac autonomic neuropathy. Diabetes 1992; 41: 633 - 40.</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717529&pid=S1409-4142200000030000300022&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="23."></a><font face="ARIAL"><font size="-1"><b>23.</b> Comi G, Sora MG, Bianchi A, Bontempi B, Gianoglio P, Cerutti S, Micossi P, Canal N. Spectral analysis of short-term heart rate variability in diabetic patients. J Auton Nerv Syst 1990; 30: Suppl S45-49</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717530&pid=S1409-4142200000030000300023&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="24."></a><font face="ARIAL"><font size="-1"><b>24.</b> Roithinger FX, Allinger S, Knoflach P, Punzengruber C, Pachinger O. Short-term frequency and time domain analysis of heart rate variability in type I diabetes subjects. Wien Klin Wochenschr 1996; 108:133-136</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717531&pid=S1409-4142200000030000300024&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="25."></a><font face="ARIAL"><font size="-1"><b>25.</b> Malpas SC, Maling TJ. Heart-rate variability and acardiac autonomic function in diabetes. Diabetes 1990; 39: 1177-1181</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717532&pid=S1409-4142200000030000300025&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="26."></a><font face="ARIAL"><font size="-1"><b>26.</b> Weston PJ, James MA, Panerai RB, McNally PG, Potter JF, Thurston H. Evidence of defective cardiovascular regulation in insulin-dependent diabetic patients without clinical autonomic disfunction. Diabetes Res Clin Pract 1998; 42:141-148</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717533&pid=S1409-4142200000030000300026&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="27."></a><font face="ARIAL"><font size="-1"><b>27.</b> Yamasaki Y, Ueda N, Kishimoto M, Tani A, Ishida Y, Kawamori R, Kamada T. Assessment of early stage autonomic nerve dysfunction in diabetic subjetcs-application of power spectral analysis of heart rate variability. Diabetes Res 1991; 17: 73-80</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717534&pid=S1409-4142200000030000300027&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="28."></a><font face="ARIAL"><font size="-1"><b>28.</b> Laederach-Hofmann k, Mussgay I; Winter A, Klinkenberg N, Ruddel H. Early dysfunction in patients with diabetes mellitus assessed by spectral analysis of heart rate and boold pressure variability. Clin Physiol 1999; 19: 97-106</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717535&pid=S1409-4142200000030000300028&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="29."></a><font face="ARIAL"><font size="-1"><b>29.</b> Weise F, Heydenreich F. A non-invasive approach to cardiac autonomic neuropathy in patients with diabetes mellitus. Clin Physiol 1990; 10:137-145</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717536&pid=S1409-4142200000030000300029&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="30."></a><font face="ARIAL"><font size="-1"><b>30.</b> Weise F, Heydenreich F. Age-related changes of heart rate power spectra in diabetic man during orthostasis. Diabetes Res Clin Pract 1991; 11: 23-32</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717537&pid=S1409-4142200000030000300030&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="31."></a><font face="ARIAL"><font size="-1"><b>31.</b> Ewing DJ, Neilson JM, Shapiro CM, Stewart JA; Reid W. Twenty four hour heart rate variability: effects of posture, sleep and time of day in healthy controls and comparision with bedside tests of autonomic function in diabetic patients. Br Heart J 1991; 65; 239-244</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717538&pid=S1409-4142200000030000300031&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="32."></a><font face="ARIAL"><font size="-1"><b>32.</b> Naliboff BD, Gilmore SL, Rosenthal MJ. Acute autonomic responses to postural change, valsalva maneuver and paced breathing in older type II diabetic man. J Am Geriatr Soc 1993; 41: 648-653</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717539&pid=S1409-4142200000030000300032&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="33."></a><font face="ARIAL"><font size="-1"><b>33.</b> Moriguchi A, Otsuka A, Kohara K, Mikami H, Ogihara T. Evaluation of orthostatic hypotension using power spectral analysis. Am J Hypertens 1993; 6: 198-203</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717540&pid=S1409-4142200000030000300033&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="34."></a><font face="ARIAL"><font size="-1"><b>34.</b> Burger AJ, Charlamb M, Weinrauch LA, D&#8217;Elia JA. Short- and long-term reproducibility of heart rate varibilityin patients with long-standing type I diabetes mellitus. Am J Cardiol 1997; 80: 1198-1202</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717541&pid=S1409-4142200000030000300034&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="35."></a><font face="ARIAL"><font size="-1"><b>35.</b> Mestivier D, Chan NP, Channudet X, Bauducean B, Larroque P. Realtionship between diabetic autonomis disfunction and heart rate variability assessed by recurrence plot. Am J Physiol 1997; 272:H1094-9</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717542&pid=S1409-4142200000030000300035&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="36."></a><font face="ARIAL"><font size="-1"><b>36. </b>Jeffe RS, Aoki TT, rohatsch PL, Disbrow EA, Fung DL. Predicting cardiac autonomic neuropathy in type I (insulin-dependent) diabetes mellitus. Clin Auton Res 1995; 5: 155-158</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717543&pid=S1409-4142200000030000300036&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="37."></a><font face="ARIAL"><font size="-1"><b>37.</b> Oida E, Kannagi T, Moritani T, Yamori Y. Diabetic alteration of cardiac vago-sympathetic modulation assessed with tone-entropy analysis. Acta Physiol Scand 1999; 165: 129-134</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717544&pid=S1409-4142200000030000300037&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="38."></a><font face="ARIAL"><font size="-1"><b>38.</b> Kamal A. Assessment of autonomic function using complex demodulation and posture entrainment techniques: an application to normal subjects and diabetic patients. Fornt Med Biol Eng 1996; 7: 1-10</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717545&pid=S1409-4142200000030000300038&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="39."></a><font face="ARIAL"><font size="-1"><b>39. </b>Tsuji H, Larson MG, Venditti FJ, Manders ES, Evans JC, Feldman CL, Levy D. Impact of reduced heart rate variability on risk for cardiac events. The Framingham Heart Study. Circulation 1996; 94: 2850-5</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717546&pid=S1409-4142200000030000300039&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="40."></a><font face="ARIAL"><font size="-1"><b>40.</b> Weston PJ, James MA; Panerai R, McNally PG, Potter JF, Thurston H, Swales JD. Abnormal baroreceptor-cardiac reflex sensitivity is not detected by conventional test of autonomic function in patients with insulin-dependent diabetes mellitus. Clin Sci 1996; 91: 59-64</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717547&pid=S1409-4142200000030000300040&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="41."></a><font face="ARIAL"><font size="-1"><b>41. </b>Veglio M, Borra M, Stevens LK, Fuller JH, Perin PC The EURODIAB IDDM Complication Study Group. The relation between QTc interval prolongation and diabetic complications. 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J Am Coll Cardiol 1993; 126: 108-114</font></font> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=717549&pid=S1409-4142200000030000300042&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><a name="43."></a><font face="ARIAL"><font size="-1"><b>43.</b> Rutter MK, McComb JM, Brady S, Marshall SM. Autonomic neuropathy in asymptomatic subjects with non- insulin-dependent diabetes mellitus and microalbuminuria. 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