<?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>0036-3634</journal-id>
<journal-title><![CDATA[Salud Pública de México]]></journal-title>
<abbrev-journal-title><![CDATA[Salud pública Méx]]></abbrev-journal-title>
<issn>0036-3634</issn>
<publisher>
<publisher-name><![CDATA[Instituto Nacional de Salud Pública]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0036-36342006000400003</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Triglycerides and high-density lipoprotein cholesterol are associated with insulinemia in adolescents]]></article-title>
<article-title xml:lang="es"><![CDATA[Triglicéridos y colesterol de lipóproteína de alta densidad asociados con insulina en adolescentes]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramírez-López]]></surname>
<given-names><![CDATA[Guadalupe]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González-Villalpando]]></surname>
<given-names><![CDATA[Clicerio]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Salmerón]]></surname>
<given-names><![CDATA[Jorge]]></given-names>
</name>
<xref ref-type="aff" rid="A04"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González-Ortiz]]></surname>
<given-names><![CDATA[Manuel]]></given-names>
</name>
<xref ref-type="aff" rid="A05"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Valles-Sánchez]]></surname>
<given-names><![CDATA[Victoria]]></given-names>
</name>
<xref ref-type="aff" rid="A06"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Instituto Mexicano del Seguro Social Unidad de Investigación Epidemiológica y en Servicios de Salud del Adolescente ]]></institution>
<addr-line><![CDATA[Guadalajara Jal.]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,American British Cowdray Medical Center Centro de Estudios en Diabetes AC ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="A03">
<institution><![CDATA[,Instituto Nacional de Salud Pública Centro de Investigación en Salud Poblacional ]]></institution>
<addr-line><![CDATA[México D.F. ]]></addr-line>
<country>México</country>
</aff>
<aff id="A04">
<institution><![CDATA[,IMSS Unidad de Investigación Epidemiológica y en Servicios de Salud ]]></institution>
<addr-line><![CDATA[Cuernavaca Mor.]]></addr-line>
<country>México</country>
</aff>
<aff id="A05">
<institution><![CDATA[,IMSS Unidad de Investigación en Epidemiología Clínica ]]></institution>
<addr-line><![CDATA[Guadalajara Jal.]]></addr-line>
<country>México</country>
</aff>
<aff id="A06">
<institution><![CDATA[,Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Departamento de Endocrinología ]]></institution>
<addr-line><![CDATA[México D.F. México]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>08</month>
<year>2006</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>08</month>
<year>2006</year>
</pub-date>
<volume>48</volume>
<numero>4</numero>
<fpage>293</fpage>
<lpage>299</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0036-36342006000400003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0036-36342006000400003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0036-36342006000400003&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[OBJECTIVE: The aim of this study was to evaluate the association between lipids and insulin concentration in adolescents. MATERIAL AND METHODS: A cross-sectional study of 350 adolescents aged 14-19 years old from a public high school in Guadalajara, in the state of Jalisco, Mexico, was conducted. Fasting insulin concentration was determined using microparticle enzyme immunoassay; total cholesterol and triglycerides were detected by standard enzymatic procedures; and low- and high-density lipoproteins were found using standard precipitation methods. Statistical analysis included linear multivariate regression. RESULTS: Serum triglycerides were associated positively with insulin fasting (beta= 0.003, p= 0.0001) and high-density lipoprotein cholesterol was negatively associated with insulin fasting in male adolescents 18-19 years old (beta= -0.03, p= 0.012). CONCLUSIONS: The relationships between triglycerides and insulin and between high-density lipoprotein cholesterol and insulin are already present in adolescence.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[OBJETIVO: Evaluar la relación entre lípidos e insulina en adolescentes. MATERIAL Y MÉTODOS: Estudio transversal en 350 adolescentes de 14 a 19 años de preparatoria pública en Guadalajara, Jal., México. La insulina se midió por inmunoensayo enzimático de micropartícula, el colesterol total y triglicéridos por pruebas enzimáticas estándares, y las lipoproteínas de baja y alta densidad por métodos de precipitación. Se utilizó análisis de regresión lineal multivariada. RESULTADOS: Los triglicéridos se asociaron en forma positiva con insulina (beta= 0.003, p= 0.0001) y la lipoproteína de alta densidad se asoció en forma negativa con insulina en varones de 18-19 años de edad (beta= -0.03, p= 0.012). CONCLUSIONES: En los adolescentes, los triglicéridos y las lipoproteínas de alta densidad están asociados con la insulinemia.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[triglycerides]]></kwd>
<kwd lng="en"><![CDATA[high-density lipoprotein cholesterol]]></kwd>
<kwd lng="en"><![CDATA[lipids]]></kwd>
<kwd lng="en"><![CDATA[insulin]]></kwd>
<kwd lng="en"><![CDATA[obesity]]></kwd>
<kwd lng="en"><![CDATA[adolescents]]></kwd>
<kwd lng="en"><![CDATA[Mexico]]></kwd>
<kwd lng="es"><![CDATA[triglicéridos]]></kwd>
<kwd lng="es"><![CDATA[lipoproteínas de alta densidad]]></kwd>
<kwd lng="es"><![CDATA[lípidos]]></kwd>
<kwd lng="es"><![CDATA[insulina]]></kwd>
<kwd lng="es"><![CDATA[obesidad]]></kwd>
<kwd lng="es"><![CDATA[adolescentes]]></kwd>
<kwd lng="es"><![CDATA[México]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="right"><font size="2" face="Verdana"><b> ART&Iacute;CULO ORIGINAL</b></font></p>     <p>&nbsp;</p>     <p><font size="4" face="verdana"><b>Triglycerides and high-density lipoprotein    cholesterol are associated with insulinemia in adolescents </b></font></p>     <p>&nbsp;</p>     <p><font size="3" face="verdana"><b>Triglic&eacute;ridos y colesterol de lip&oacute;prote&iacute;na    de alta densidad asociados con insulina en adolescentes</b></font></p>     <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font size="2" face="Verdana"><b>Guadalupe Ram&iacute;rez-L&oacute;pez, MSc<SUP>I</SUP>;    Clicerio Gonz&aacute;lez-Villalpando, MD, FACP<SUP>II</SUP>; Jorge Salmer&oacute;n,    DSc<SUP>III</SUP>; Manuel Gonz&aacute;lez-Ortiz, PhD<SUP>IV</SUP>; Victoria    Valles-S&aacute;nchez, PhD<SUP>V</SUP></b></font></p>     <p><font size="2" face="Verdana"><sup>I</sup>Unidad de Investigaci&oacute;n Epidemiol&oacute;gica    y en Servicios de Salud del Adolescente, Instituto Mexicano del Seguro Social    (IMSS), Guadalajara, Jal., M&eacute;xico    <br>   <sup>II</sup>Centro de Estudios en Diabetes AC, American British Cowdray Medical    Center; Centro de Investigaci&oacute;n en Salud Poblacional, Instituto Nacional    de Salud P&uacute;blica, M&eacute;xico D.F., M&eacute;xico    ]]></body>
<body><![CDATA[<br>   <sup>III</sup>Unidad de Investigaci&oacute;n Epidemiol&oacute;gica y en Servicios    de Salud, IMSS, Cuernavaca, Mor., M&eacute;xico    <br>   <sup>IV</sup>Unidad de Investigaci&oacute;n en Epidemiolog&iacute;a Cl&iacute;nica,    IMSS, Guadalajara, Jal., M&eacute;xico    <br>   <sup>V</sup>Departamento de Endocrinolog&iacute;a, Instituto Nacional de Ciencias    M&eacute;dicas y Nutrici&oacute;n Salvador Zubir&aacute;n, M&eacute;xico D.F.,    M&eacute;xico</font></p>     <p>&nbsp;</p>     <p>&nbsp; </p> <hr size="1" noshade>     <p><font size="2" face="Verdana"><b>ABSTRACT</b></font></p>     <p><font size="2" face="Verdana"><B>OBJECTIVE:</B> The aim of this study was to    evaluate the association between lipids and insulin concentration in adolescents.    <br>   <B>MATERIAL AND METHODS:</B> A cross-sectional study of 350 adolescents aged    14-19 years old from a public high school in Guadalajara, in the state of Jalisco,    Mexico, was conducted. Fasting insulin concentration was determined using microparticle    enzyme immunoassay; total cholesterol and triglycerides were detected by standard    enzymatic procedures; and low- and high-density lipoproteins were found using    standard precipitation methods. Statistical analysis included linear multivariate    regression.    <br>   <B>RESULTS:</B> Serum triglycerides were associated positively with insulin    fasting (<font face="Symbol">b</font>= 0.003, <I>p</I>= 0.0001) and high-density    lipoprotein cholesterol was negatively associated with insulin fasting in male    adolescents 18-19 years old (<font face="Symbol">b</font>= -0.03, <I>p</I>=    0.012). <B>    <br>   CONCLUSIONS:</B> The relationships between triglycerides and insulin and between    high-density lipoprotein cholesterol and insulin are already present in adolescence.    </font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"><b>Key words:</b> triglycerides, high-density    lipoprotein cholesterol, lipids, insulin, obesity, adolescents, Mexico</font></p> <hr size="1" noshade>     <p><font size="2" face="Verdana"><b>RESUMEN</b></font></p>     <p><font size="2" face="Verdana"><B>OBJETIVO:</B> Evaluar la relaci&oacute;n entre    l&iacute;pidos e insulina en adolescentes.    <br>   <B>MATERIAL Y M&Eacute;TODOS:</B> Estudio transversal en 350 adolescentes de    14 a 19 a&ntilde;os de preparatoria p&uacute;blica en Guadalajara, Jal., M&eacute;xico.    La insulina se midi&oacute; por inmunoensayo enzim&aacute;tico de micropart&iacute;cula,    el colesterol total y triglic&eacute;ridos por pruebas enzim&aacute;ticas est&aacute;ndares,    y las lipoprote&iacute;nas de baja y alta densidad por m&eacute;todos de precipitaci&oacute;n.    Se utiliz&oacute; an&aacute;lisis de regresi&oacute;n lineal multivariada.    <br>   <B>RESULTADOS:</B> Los triglic&eacute;ridos se asociaron en forma positiva con    insulina (<font face="Symbol">b</font>= 0.003, <I>p</I>= 0.0001) y la lipoprote&iacute;na    de alta densidad se asoci&oacute; en forma negativa con insulina en varones    de 18-19 a&ntilde;os de edad (<font face="Symbol">b</font>= -0.03, <I>p</I>=    0.012).    <br>   <B>CONCLUSIONES:</B> En los adolescentes, los triglic&eacute;ridos y las lipoprote&iacute;nas    de alta densidad est&aacute;n asociados con la insulinemia. </font></p>     <p><font size="2" face="Verdana"><b>Palabras claves:</b> triglic&eacute;ridos;    lipoprote&iacute;nas de alta densidad; l&iacute;pidos; insulina; obesidad; adolescentes,    M&eacute;xico</font></p> <hr size="1" noshade>     <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font size="2" face="Verdana"> Type 2 diabetes and cardiovascular disease are    the leading causes of mortality in Mexico.<SUP>1</SUP> Both appear to begin    early in life.<SUP>2,3</SUP> Considering the recent findings of high incidence    of type 2 diabetes in the Mexican population, the problem is likely to reach    more serious proportions.<SUP>4</SUP> Moreover, it has been shown that type    2 diabetes incidence in adolescents has increased in recent years and a higher    prevalence of metabolic syndrome has been shown among Mexican-American adolescents.<SUP>5,6</SUP>    </font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"> Hyperinsulinemia is the strongest predictor    for type 2 diabetes and is associated with lipid-profile abnormalities.<SUP>7</SUP>    Obesity is related with hyperinsulinemia and altered lipid and lipoprotein concentrations    in adults, especially in those with abdominal fat distribution.<SUP>8</SUP>    Insulin, lipid, and lipoprotein concentrations might be altered by environmental    as well as genetic factors.<SUP>9</SUP> In adults, triglycerides, low-density    lipoprotein cholesterol (LDL), and very-low-density lipoprotein cholesterol    (VLDL) are positively associated with insulin resistance, while high-density    lipoprotein cholesterol (HDL) is negatively associated with insulin resistance.<SUP>6,10-12</SUP>    </font></p>     <p><font size="2" face="Verdana"> Hyperinsulinemia, obesity, and lipid and lipoprotein    metabolism abnormalities may be present during adolescence and may persist through    adulthood, at which time they contribute to the establishment of metabolic syndrome    and eventually influence the development of diabetes along with cardiovascular    risks later in life.<SUP>3,13</SUP> The higher concentrations of insulin, lipids,    and lipoproteins observed during early adolescence as compared with late adolescence    are explained mainly by pubertal growth spurt related insulin secretion increases.<SUP>14</SUP>    The association among insulin, lipids, and lipoproteins during this period of    life is not completely understood. There is controversy concerning this matter,    as some researchers have found that triglycerides are positively associated    with insulin, whereas others have also found associations with LDL, HDL, and    VLDL.<SUP>15-17</SUP> Total cholesterol has not been associated with insulin.<SUP>15-17</SUP>    Furthermore, the association between insulin, abdominal fat, blood lipids, and    lipoproteins in adolescents is not as clear as it is in adults.<SUP>18,19</SUP>    </font></p>     <p><font size="2" face="Verdana"> The aim of this study was to determine the relationship    among lipids, lipoprotein profile, and fasting insulin concentration, as well    as the relationships between lipids, lipoproteins, insulin, and abdominal obesity    in adolescents, as evaluated by waist circumference (WC) and waist-to-hip-ratio    (WHR). </font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>Material and Methods </b></font></p>     <p><font size="2" face="Verdana"><I>Subjects.</I> The relationship among lipids,    lipoprotein profile, insulin, and obesity in adolescents was investigated using    a cross-sectional study. Recruitment and data collection were carried out from    October 1998 to March 1999. Methods and procedures pertinent to this study have    been reported previously.<SUP>20</SUP> Briefly, 350 adolescents -113 boys and    237 girls- were randomly recruited from 10th to 12th-grade classes at a state-funded    Mexican high school in the Jalisco state capital of Guadalajara. Within the    sample, 45.4% of adolescents were classified as high socioeconomic status, 33.4%    as middle, and 21.1% as low. Adolescents who worked comprised 27.0% of the sample.    Both adolescents and parents gave written informed consent in accordance with    the Institutional Review Board of the Instituto Mexicano del Seguro Social (Mexican    Institute of Social Security) in Guadalajara. </font></p>     <p><font size="2" face="Verdana"><I>Main outcome measurements.</I> Fasting blood    samples were obtained for serum lipid, lipoprotein, and insulin determinations    after 12 h. Serum samples were stored frozen at -25°C until analyzed. Serum    insulin was determined based on microparticle enzyme immunoassay using anti-insulin    (mouse-monoclonal)-coated microplates.<SUP>21</SUP> Regarding lipids and lipoproteins,    total serum cholesterol and triglycerides were determined by standard enzymatic    procedures,<SUP>22,23</SUP> while LDL and HDL were determined using standard    precipitation methods with polyvinyl sulphate and phosphotungstic acid, respectively.<SUP>24,25</SUP>    A BM analyzer (Hitachi 705, Indianapolis, IN, USA) was used for all assays.    VLDL was estimated according to the following equation: VLDL= total cholesterol    -(HDL + LDL). Intra- and interassay variation coefficients were 4.0 and 6.2%    for insulin and &lt;2.7 and &lt;3.7% for all lipids, respectively. </font></p>     <p><font size="2" face="Verdana"> A systematic physical examination was performed    on all study participants, and body weight, height and waist and hip circumference    measurements were assessed according to standardized protocols.<SUP>26</SUP>    Overweight was defined as body mass index (BMI, kg/m<SUP>2</SUP>) for age <u>&gt;</u>85th    percentile. Unfavorable abdominal fat distribution was defined as a WHR <u>&gt;</u>0.85    for females and <u>&gt;</u>0.94 for males.<SUP>27</SUP> </font></p>     <p><font size="2" face="Verdana"> In addition, a validated 7-day physical-activity    recall questionnaire was administered by a trained dietitian.<SUP>28</SUP> Activities    were classified according to metabolic equivalents (METS) (ratio of working    metabolic rate/resting metabolic rate). Energy expenditure (EE) was estimated    as follows: kcal/day= <font face="Symbol">S</font> &#91;weight (kg)* METS *min/h)/7&#93;.<SUP>29</SUP>    To assess energy and lipid intake, a validated semi-quantitative food-frequency    questionnaire was administered containing 124 items.<SUP>30</SUP> Average daily    energy and lipid intake were derived using the System of Nutritional Habits    and Nutrients Intake (SNUT) evaluation program.<SUP>31</SUP> Socioeconomic status,    family history of type 2 diabetes, and smoking status were assessed using a    standardized questionnaire. </font></p>     <p><font size="2" face="Verdana"><I>Statistical analysis</I>. Descriptive analysis    was performed to estimate the study population's clinical and anthropometric    characteristics; results are expressed as mean ± standard deviation (<img src="/img/revistas/spm/v48n4/x_barra.gif" align="absmiddle">    ± SD) or as percentages. Differences between means were obtained with the    Student <I>t</I> test for continuous variables and proportions were compared    using a <font face="Symbol">c</font><SUP>2</SUP> test. Partial correlation coefficients    were computed to determine any correlation among serum lipids, lipoproteins,    and insulin, adjusted for age and sex. Adjusted blood lipids and lipoprotein    means were obtained across anthropometric variables (BMI, WC, and WHR). Confounders    included age, sex, BMI, WC, EE, caloric intake, and smoking status. Linear trend    was tested with multivariate analysis. Adjusted means of lipid and lipoprotein    concentrations according to insulin quartiles were also obtained and tested    for linear trend after performing multivariate analysis. Due to the skewed distribution    of insulin, this was log-transformed for analysis. The association among fasting    lipid, lipoprotein, and insulin concentration was assessed using multiple linear    regression analysis. A model was built for each lipid and lipoprotein, with    insulin as the dependent variable. The inflation factor was analyzed in order    to evaluate possible multicollinearity among studied variables. Data were analyzed    with Stata version 7.0 software (Stata Corp., TX, USA). Differences were regarded    as statistically significant if corresponding <I>p</I> values were <u>&lt;</u>0.05.    </font></p>     ]]></body>
<body><![CDATA[<p>&nbsp;</p>     <p><font size="3" face="verdana"><b>Results </b></font></p>     <p><font size="2" face="Verdana">The study population consisted of 350 adolescents,    68% female, with a mean age of 16 ± 1.19 years (range, 14-19 years old).    Nineteen percent of all adolescents were overweight, 3% had unfavorable abdominal    fat distribution, 22% were current smokers, and 8.3% had a family history of    type 2 diabetes. Mean fasting serum insulin concentration was 54.8 ± 29.4    pmol/l; triglycerides, 100.3 ± 35.4 mg/dl; total cholesterol (CHOL), 157.2    ± 27.0 mg/dl; LDL, 95.2 ± 26.3 mg/dl; VLDL, 18.5 ± 7.3 mg/dl;    and HDL, 43.5 ± 8.9 mg/dl. Lipid and lipoprotein profile distribution by    sex and socioeconomic status in this population has been reported elsewhere.<SUP>32</SUP>    </font></p>     <p><font size="2" face="Verdana"> Under partial correlation analysis adjusting    for age and sex, fasting insulin concentration correlated positively with lipids    and lipoproteins, except VLDL, and correlated negatively with HDL. BMI and WC    correlated positively with insulin, lipids, and lipoproteins, and negatively    with HDL. BMI showed strongest correlations for nearly all parameters, WHR also    correlated positively with all these parameters except total cholesterol and    LDL, and WC showed stronger correlations with these parameters in comparison    with WHR (<a href="#tab01">Table I</a>). </font></p>     <p><a name="tab01"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/spm/v48n4/a03tab01.gif"></p>     <p>&nbsp;</p>     <p><font size="2" face="Verdana"> Linear trend results of lipids and lipoproteins    across anthropometric parameters demonstrated that total cholesterol, triglycerides,    and LDL increased from the lowest to the highest BMI quartile (147.7-168.5 mg/dl,    <I>p</I>= 0.02, 91.2-118.4 mg/dl, <I>p</I>= 0.008, and 85.2-105.6 mg/dl, <I>p</I>=    0.02, respectively). Triglycerides increased from the lowest to the highest    WC quartile (97.6-114.5 mg/dl, <I>p</I>= 0.046), while HDL decreased from the    lowest to the highest WHR quartile (47.1-39.9 mg/dl, <I>p</I> &lt;0.001). </font></p>     <p><font size="2" face="Verdana"> <a href="#tab02">Table II</a> shows median values    of fasting lipid and lipoprotein concentrations according to insulin quartiles    after adjustment for known confounders. After conducting multivariate regression    analysis as well as a trend test run for each lipid and lipoprotein, only triglycerides    were found to increase across insulin quartiles from lowest to highest (93.1    mg/dl-110.4 mg/dl, <I>p</I>= 0.043). </font></p>     ]]></body>
<body><![CDATA[<p><a name="tab02"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/spm/v48n4/a03tab02.gif"></p>     <p>&nbsp;</p>     <p><font size="2" face="Verdana"> Total cholesterol, triglycerides, LDL, VLDL,    and HDL, and total CHOL/HDL ratio were associated with insulin after adjustment    for age and sex. However, the relationship among insulin and total cholesterol,    LDL, VLDL, and HDL was not statistically significant when BMI was included in    the model. Moreover, when WC was included triglycerides and CHOL/LDL ratio remained    independently associated with insulin concentration. Finally, when EE was included    in the model only triglycerides were associated with insulin concentration (<a href="#tab03">Table    III</a>). </font></p>     <p><a name="tab03"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/spm/v48n4/a03tab03.gif"></p>     <p>&nbsp;</p>     <p><font size="2" face="Verdana"> When no significance was found in the model    adjusted by age, sex, BMI, WC, and EE, additional multiple linear analyses were    performed by age group (14-15, 16-17, and 18-19 years) and sex (male and female).    These analyses demonstrated a significant relationship between insulin and HDL    in males 18-19 years old when BMI (<font face="Symbol">b</font>= -0.03, <I>p</I>=    0.012), WC (<font face="Symbol">b</font>= -0.03, <I>p</I>= 0.009), and EE (<font face="Symbol">b</font>=    -0.03, <I>p</I>= 0.02) were included. The variance inflation     factor was 3.8 and no problems were detected for multicollinearity. These associations    were not statistically significant in younger adolescents. </font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"> <a href="#tab04">Table IV</a> shows the relationship    between serum triglycerides and insulin, adjusted for socioeconomic and environmental    factors. Triglycerides were associated with fasting insulin concentration (<font face="Symbol">b</font>=    0.003, <I>p</I>&lt;0.01). BMI and WC were positively associated with fasting    insulin concentration (<font face="Symbol">b</font>= 0.076, <I>p</I>&lt;0.01    and <font face="Symbol">b</font>= 0.016, <I>p</I>= 0.04, respectively). This    model explained 41% of the plasma fasting insulin concentration variability.    The variance inflation factor was 4.2 and no problems were detected for multicollinearity.    </font></p>     <p><a name="tab04"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/spm/v48n4/a03tab04.gif"></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>Discussion </b></font></p>     <p><font size="2" face="Verdana">The findings of this study suggest that insulin    resistance syndrome factors are already present in adolescence and, as demonstrated    in adult studies, triglyceridemia, HDL, and obesity are related with insulinemia    independently of other relevant factors. The results show that hyperinsulinemia    correlates negatively with HDL and positively with total cholesterol, triglycerides,    LDL, and the CHOL/HDL ratio, after age and sex adjustments. A further adjustment    including BMI, WC, EE and smoking status was carried out. With the exception    of triglycerides and HDL in 18-19-year-old male adolescents, associations among    insulin, lipids, and lipoproteins disappeared. These results are similar to    those reported by Bonora et al.,<SUP>15</SUP> except that those authors found    no association with HDL. Other studies have found that insulin resistance is    also related with LDL and VLDL,<SUP>16,17</SUP> but these associations may have    been confounded because BMI, WC, and EE were not controlled. Moreover, adolescents    in those studies were younger than adolescent participants in the study presented    here, which also may have contributed to the differences. Although only triglycerides    and HDL in males aged 18-19 years were significantly associated with insulin    in this study, it is important to point out the tendency toward higher fasting    insulin with adverse lipid or lipoprotein concentration, as observed in <a href="#tab02">Table    II</a>. Although some metabolic alterations persist from adolescence to young    adulthood,<SUP>33</SUP> the possible biological implications for late adulthood    of tendencies observed in the adolescents representative of this study are yet    to be established. </font></p>     <p><font size="2" face="Verdana"> During adolescence, insulin, lipid, and lipoprotein    concentrations change according to sex and puberty.<SUP>14,33-34</SUP> Although    puberty was not evaluated in this study, it is assumed that adolescents are    mainly at Tanner stages 4 and 5, because in other series it has been found that    56% of 14- to 19-year-old adolescents from Guadalajara were at Tanner stage    4 and 42% at Tanner stage 5 (unpublished data). Total cholesterol and LDL were    not associated with insulin probably because of total cholesterol decreases    during Tanner stages 4 and 5,<SUP>34,35</SUP> possibly due to the effect of    steroid hormone increases. For example, in this study, total cholesterol values    fell from 165.5 in 14-15 years old to 157.6 mg/dl in 18-19 years old females.    The same pattern occurred with LDL which decreased from 102.4-92.4 mg/dl in    14-15 years old to 92.4 mg/dl in 18-19 years old.<SUP>32</SUP> </font></p>     <p><font size="2" face="Verdana"> One interesting finding in this study comprised    the negative association between HDL and insulin, particularly in 18-19-year-old    males compared with younger males or females. These results differ from the    results of a study of 18-year-old healthy young men in Italy in which HDL was    not associated negatively with insulin. However, HDL concentration was higher    in adolescents in that study than in those in the study presented here (53.7    <I>vs</I>. 36.3 mg/dl).<SUP>15</SUP> This is probably due to the Italian adolescents'    diet, which was rich in monosaturated fat. The present finding may suggest that    atherogenesis development could be triggered at this young age, which warrants    further investigation. </font></p>     <p><font size="2" face="Verdana"> High abdominal fat may increase free fatty acid    flux to the liver, thereby increasing its oxidation, modifying glucose disposal    to extra-hepatic tissues, and increasing insulin resistance.<SUP>36</SUP> This    high free fatty acid flow to hepatocytes may modify the number of insulin receptors,    alter receptor function, and modify insulin internalization and degradation.    These effects may account for altered hepatic insulin extraction and sensitivity.<SUP>37</SUP>    It was expected that BMI, WC, and WHR would be independent predictors of serum    insulin, as had been published,<SUP>17,19</SUP> nevertheless, as demonstrated    elsewhere<SUP>15</SUP> this study found that only BMI and WC were independently    associated. This study controlled for potential confounders, which might explain    these discrepancies. Furthermore, lack of an association might be explained    by the early development of abdominal fat deposits at this stage of life, or    because WHR does not really capture visceral adiposity as it does in adults,    in whom it was shown to be an important risk factor for insulin and lipid concentrations.    </font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"> The relationship between serum insulin concentration    and lipid and lipoprotein profile is better understood in adults than in adolescents.    Perhaps there is a critical time-frame that could enable identification of an    evolving dysfunctional metabolism. Improved understanding of several factors,    including the genetics and physiology of puberty, would explain associations    between lipids and insulin in adolescents. Due to the cross-sectional design    of this study, no causal relationship between triglycerides and insulin or between    HDL and insulin can be established. However, the data in this study support    the hypothesis that high triglyceride concentration, low HDL concentration,    obesity, and abdominal fat may be independently associated with hyperinsulinemia.    Future cohort studies and interventions in adolescents would be useful to establish    causality between triglycerides and insulin, and HDL and insulin. Meanwhile,    the results of this study suggest that it is important to initiate primary prevention    programs to reduce, in adolescence, these risk factors for chronic diseases,    such as type 2 diabetes mellitus. </font></p>     <p><font size="2" face="Verdana"><b>Acknowledgements </b></font></p>     <p><font size="2" face="Verdana">We thank Dr. Caridad Leal (Surgery Research Division,    CIBO, IMSS) for her laboratory assistance, and staff, pupils, and parents of    the Preparatoria School 5 of the Universidad de Guadalajara, M&eacute;xico,    without whom this study would not have been possible. </font></p>     <p><font size="2" face="Verdana"> This research was supported by grants SIMORELOS    970302017; IMSS-FP-0038/213; and CONACyT 96600. </font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>References </b></font></p>     <!-- ref --><p><font size="2" face="Verdana">1. 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