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and wasting &#40;low body mass index &#91;BMI&#93; for age&#41;&#46; Other existing terms to describe prenatal malnutrition include&#58; small for gestational age &#40;SGA&#41;&#44; intrauterine growth restriction &#40;IUGR&#41;&#44; and placental insufficiency&#46; Traditionally&#44; the Battaglia and Lubchenco classification has been used to classify newborns &#40;NB&#41; into small&#44; adequate&#44; and large for gestational age &#40;GA&#41; in relation to the 10th and 90th percentiles regarding the weight variable&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">4</span></a> Information such as being born SGA is important from a clinical and social point of view because it shows a correlation with important outcomes&#44; such as neonatal and infant mortality&#44; low childhood growth&#44; and chronic diseases in adulthood&#46;<a class="elsevierStyleCrossRefs" href="#bib0170"><span class="elsevierStyleSup">5&#44;6</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">Neonatal reference curves have been published in some countries&#44; but none of them can be used as an international standard for growth&#46;<a class="elsevierStyleCrossRef" href="#bib0180"><span class="elsevierStyleSup">7</span></a> Currently&#44; the use of these curves is disputed&#44; because they were created to be used as references for a country&#44; aiming to compare the anthropometric characteristics of NB with those of the overall population&#44; <span class="elsevierStyleItalic">i&#46;e&#46;</span>&#44; without the prescriptive nature of a standard applicable to different populations&#46;<a class="elsevierStyleCrossRef" href="#bib0185"><span class="elsevierStyleSup">8</span></a></p><p id="par0015" class="elsevierStylePara elsevierViewall">The International Fetal and Newborn Growth Consortium for the 21st Century &#40;INTERGROWTH-21st&#41; is a cross-sectional&#44; multicenter&#44; and transcultural study of NB growth&#44; carried out with the same prescriptive approach and methodological design as that used for the creation of the World Health Organization &#40;WHO&#41; standard currently used for child and adolescent growth evaluation in Brazil&#46;<a class="elsevierStyleCrossRef" href="#bib0190"><span class="elsevierStyleSup">9</span></a> The INTERGROWTH-21st &#40;IG-21&#41;&#44; which allows the anthropometric analysis of NB&#44; was designed to be a &#8220;prescriptive&#8221; fetal growth pattern&#44; <span class="elsevierStyleItalic">i&#46;e&#46;</span>&#44; to be used as the basis for recommending how healthy fetuses born to healthy mothers in healthy settings &#8220;should&#8221; grow&#44; rather than a mere reference to how fetuses born in the same countries &#8220;actually grow&#8221;&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">10</span></a></p><p id="par0020" class="elsevierStylePara elsevierViewall">In this context&#44; the aims of the present study were&#58; &#40;a&#41; to compare the anthropometric data &#40;weight&#44; length&#44; and head circumference&#41; of the birth cohort of Ribeir&#227;o Preto 2010 &#40;BRISA-RP&#41; with the IG-21 standard&#44; and &#40;b&#41; to estimate NB phenotypes &#40;SGA&#44; large for gestational age &#91;LGA&#93;&#44; stunting&#44; and wasting&#41; according to gender and GA&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Methods</span><p id="par0025" class="elsevierStylePara elsevierViewall">This was a cross-sectional secondary analysis with a descriptive approach of data obtained from a cohort study &#40;Brazilian Ribeir&#227;o Preto and S&#227;o Lu&#237;s Birth Cohort Studies &#8211; BRISA&#41;&#44; whose objective was to find new risk factors for preterm birth&#46;<a class="elsevierStyleCrossRef" href="#bib0200"><span class="elsevierStyleSup">11</span></a> All newborns who were alive between 01&#47;01&#47;2010 and 12&#47;31&#47;2010 in the city of Ribeir&#227;o Preto &#40;PR&#41;&#44; S&#227;o Paulo&#44; Brazil were assessed&#46; During this period&#44; 7702 newborns were evaluated&#44; equivalent to 98&#37; of hospital deliveries in the municipality&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">Inclusion criteria were children born at hospitals&#44; to mothers living in RP&#44; whereas the exclusion criteria were twin births&#44; stillborn births&#44; those without GA defined by the adopted criteria&#44; those with no defined gender&#44; and NB who had birth weight values incompatible with gestational age<a class="elsevierStyleCrossRef" href="#bib0205"><span class="elsevierStyleSup">12</span></a> &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#41;&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0035" class="elsevierStylePara elsevierViewall">Data were obtained from an interview with the mothers after delivery and from information contained in the newborns&#8217; medical records&#46;</p><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Assessed variables</span><p id="par0040" class="elsevierStylePara elsevierViewall">Maternal age &#40;years&#41;&#44; ethnicity &#40;white or non-white&#41;&#44; level of schooling &#40;years&#41;&#44; marital status &#40;with or without partner&#41;&#44; occupation of the head of the family &#40;according to the classification proposed by Olsen and Frische<a class="elsevierStyleCrossRef" href="#bib0210"><span class="elsevierStyleSup">13</span></a>&#41;&#44; Brazilian economic classification criterion according to the Brazilian Association of Research Companies &#40;CCEB-ABEP&#41;&#44;<a class="elsevierStyleCrossRef" href="#bib0215"><span class="elsevierStyleSup">14</span></a> number of cigarettes smoked daily during pregnancy&#44; parity&#44; arterial hypertension &#40;prior or gestational&#41;&#44; diabetes &#40;previous or gestational&#41;&#44; body mass index &#40;BMI&#44; kg&#47;m<span class="elsevierStyleSup">2</span>&#41; before pregnancy &#40;categorized as low weight &#91;&#60;18&#46;5<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#93;&#44; adequate weight &#91;&#8805;18&#46;5<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span> and &#60;25<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#93;&#44; overweight &#91;&#8805;25<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span> and &#60;30<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#93;&#44; obesity &#91;&#8805;30<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#41;&#44; and prenatal care &#40;adequate<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>4 consultations&#41;&#46;</p><p id="par0045" class="elsevierStylePara elsevierViewall">The neonatal variables studied were gender&#44; birth weight &#40;BW&#41;&#44; birth length&#44; and head circumference &#40;HC&#41;&#46; Stunting was defined as length<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#44; wasting as BMI<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#44; SGA as birth weight<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#44; and LGA as birth weight<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>97th percentile of the IG-21 study&#46;<a class="elsevierStyleCrossRefs" href="#bib0195"><span class="elsevierStyleSup">10&#44;15</span></a></p><p id="par0050" class="elsevierStylePara elsevierViewall">GA was estimated based on date of the last menstrual period &#40;LMP&#41; and information from the earliest ultrasonography &#40;USG&#41; examination&#46; A margin of error of &#177;7 days was calculated for the date found of the first USG&#46;<a class="elsevierStyleCrossRef" href="#bib0225"><span class="elsevierStyleSup">16</span></a></p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Statistical analyses</span><p id="par0055" class="elsevierStylePara elsevierViewall">The descriptive statistics included the mean value&#44; proportion&#44; standard deviation &#40;SD&#41;&#44; and 95&#37; confidence interval &#40;95&#37; CI&#41;&#46; Fractional polynomials were used to fit the models of the three anthropometric measurements &#40;BW&#44; length&#44; and HC&#41;&#46; The generalized additive models for location&#44; scale&#44; and shape &#40;GAMLSS&#41; provide the option of different distributions other than normal &#40;bias distributions and kurtosis&#41;&#44; as well as the modeling of other parameters of a distribution that determines scale and shape by using fractional polynomials&#46;<a class="elsevierStyleCrossRef" href="#bib0230"><span class="elsevierStyleSup">17</span></a> In all cases&#44; the technique of fractional polynomial smoothing by gender was applied for the 3rd&#44; 50th&#44; and 97th percentiles&#46; For comparison of the curves with the IG-21 standard&#44; the lower limit of 33<span class="elsevierStyleSup">&#43;0</span> weeks was adopted&#44; given that the IG-21 has a very questionable curve below 33 weeks considering the small number of newborns included&#46;</p><p id="par0060" class="elsevierStylePara elsevierViewall">According to the IG-21 study&#44; the smoothed percentiles of weight&#44; length&#44; and HC for the newborns are shown at <span class="elsevierStyleItalic">exact</span> weeks of gestational age only to avoid the publication of long tables for each day of pregnancy&#46; For instance&#44; the exact GA for the 36th week value is 36 weeks plus 0 days&#46;<a class="elsevierStyleCrossRef" href="#bib0235"><span class="elsevierStyleSup">18</span></a> All models and goodness-of-fit evaluations were performed using the statistical software R &#40;R Foundation for Statistical Computing&#44; Vienna&#44; Austria&#41; using GAMLSS support&#46; All graphs were produced using R software&#46;</p><p id="par0065" class="elsevierStylePara elsevierViewall">The project was approved by the Research Ethics Committee of the HCFMRP &#40;process no&#46; 11157&#47;2008&#41;&#46; All mothers who agreed to participate in the study signed the informed consent&#46;</p></span></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Results</span><p id="par0070" class="elsevierStylePara elsevierViewall">The mean maternal age was 27 years &#40;SD<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>6&#46;2&#41;&#44; and the percentage of young and old mothers was similar&#46; Most of the population self-reported as white&#44; approximately half of the mothers had a level of schooling between 9 and 11 years&#44; and the vast majority of the mothers declared having a partner&#46; In most families the occupation of the head of the family was unskilled or semi-skilled manual worker&#46; The upper and intermediate social classes showed a similar representation &#40;Table 1&#44; Supplementary Material&#41;&#46;</p><p id="par0075" class="elsevierStylePara elsevierViewall">About 1&#47;3 of the mothers were overweight and obese&#44; slightly more than 10&#37; said they were smokers&#44; and about 13&#37; of the mothers were hypertensive and 6&#37; were diabetic&#46;Most of the mothers were primiparous and only 2 &#37; of pregnant women presented inadequate prenatal care &#40;Table 2&#44; Supplementary Material&#41;&#46; The distribution by gender was equivalent&#46; Preterm births represented 13&#37; and almost 8&#37; of infants had low birth weight&#46; The SGA rate was 2&#46;9&#37;&#44; while the LGA rate was 4&#46;3&#37;&#44; with an inverse association with GA&#46; Stunting affected 6&#46;5&#37; of the sample and wasting&#44; 1&#46;5&#37; &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#41;&#44; with a predominance of girls and full-term pregnancies&#59; both conditions were present in 0&#46;4&#37; of the sample&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0080" class="elsevierStylePara elsevierViewall">Fig&#46; 1 &#40;Supplementary Material&#41; shows the BRISA-RP histograms of birth weight according to gender&#46; The distributions are very similar&#44; although that of the girls shows greater kurtosis&#46;</p><p id="par0085" class="elsevierStylePara elsevierViewall">Distribution curves of BW&#44; length&#44; and HC of the BRISA-RP cohort were constructed&#44; according to GA and gender&#46; <a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a> shows the individual values &#40;observed values&#41; and the smoothed 3rd&#44; 50th&#44; and 97th percentiles &#40;estimated values&#41;&#44; using fractional polynomials&#46; Few outliers were observed after 37<span class="elsevierStyleSup">&#43;0</span> weeks of GA for BW and almost identical values were observed for length and HC at birth&#46;</p><elsevierMultimedia ident="fig0010"></elsevierMultimedia><p id="par0090" class="elsevierStylePara elsevierViewall">The curves of the 3rd&#44; 50th&#44; and 97th percentiles of the BRISA-RP cohort were compared with IG-21 by GA and gender&#46; For weight in both genders&#44; it was observed that between weeks 33<span class="elsevierStyleSup">&#43;0</span> and 39<span class="elsevierStyleSup">&#43;6</span>&#44; the 50th and 97th percentiles of the BRISA-RP cohort were higher than IG-21&#59; then both percentiles cross the IG-21 pattern and decrease up to week 42<span class="elsevierStyleSup">&#43;6</span>&#46; For the 3rd percentile&#44; the behavior is similar&#44; but smoother &#40;<a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#41;&#46; In numerical terms&#44; the divergence between BRISA-RP and IG-21 is more pronounced among preterm &#40;33&#8211;36 weeks&#41; NB&#44; in which the mean difference between the two populations is &#43;263<span class="elsevierStyleHsp" style=""></span>g for boys and &#43;270<span class="elsevierStyleHsp" style=""></span>g for girls&#59; in full-term infants &#40;37&#8211;40 weeks&#41;&#44; the mean difference was &#43;81<span class="elsevierStyleHsp" style=""></span>g for boys and &#43;52<span class="elsevierStyleHsp" style=""></span>g for girls&#59; and for post-term &#40;41 and 42 weeks&#41; NB&#44; the mean difference was &#8722;120<span class="elsevierStyleHsp" style=""></span>g for boys and &#8722;106<span class="elsevierStyleHsp" style=""></span>g for girls &#40;Table 3&#44; Supplementary Material&#41;&#46;</p><elsevierMultimedia ident="fig0015"></elsevierMultimedia><p id="par0095" class="elsevierStylePara elsevierViewall">Regarding length&#44; the growth curve &#40;50th and 97th percentiles&#41; increased steadily from 33 weeks gestation to 37&#8211;39 weeks in the BRISA-RP cohort and then crossed the IG-21 curve&#46; The 3rd percentile always remained below the standard &#40;<a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#41;&#46; Numerically&#44; the mean variation was always<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm in both boys and girls &#40;Table 4&#44; Supplementary Material&#41;&#46;</p><p id="par0100" class="elsevierStylePara elsevierViewall">Finally&#44; the HC for both genders showed a large gap between the 50th and 97th percentiles of the BRISA-PR Cohort and the IG-21 curve until reaching the post-term period&#59; however&#44; the 3rd percentile trajectory was parallel with the IG-21 standard until week 39&#44; when it crossed it &#40;<a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#41;&#46; Regarding the numerical differences&#44; it was observed that preterm NB showed a variation<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm &#40;1&#46;33<span class="elsevierStyleHsp" style=""></span>cm for boys and 1&#46;39<span class="elsevierStyleHsp" style=""></span>cm for girls&#41;&#44; while for full-term and post-term NB&#44; the variation was<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm &#40;Table 5&#44; Supplementary Material&#41;&#46;</p></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0091">Discussion</span><p id="par0105" class="elsevierStylePara elsevierViewall">To the best of the authors&#8217; knowledge&#44; this is the first Brazilian study that compared a cohort at birth with the international standard IG-21 regarding the size of the newborn for gestational age and gender&#46;</p><p id="par0110" class="elsevierStylePara elsevierViewall">Of the 7185 single live births&#44; those below the 3rd percentile &#40;SGA&#41; and above the 97th percentile &#40;LGA&#41; of the IG-21 standard for birth weight had detection rates of 2&#46;9&#37; and 4&#46;3&#37;&#44; respectively&#46; For stunting and wasting&#44; the values were 6&#46;5&#37; and 1&#46;5&#37;&#44; respectively&#46;</p><p id="par0115" class="elsevierStylePara elsevierViewall">Adjusted percentiles were calculated based on individual data from more than 7000 infants using fractional polynomial regression and data were reported according to full weeks of gestation as smoothed percentiles &#40;<a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a>&#41;&#44; which were consistent with the raw data&#44; increasing the confidence in the curves&#46; SGA was defined as birth weight for age and gender<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile &#40;instead of the more frequently used 10th percentile&#41;&#44; indicating a severe insult&#59; this eliminates the chance of erroneous inclusion of a normal newborn into the lowest birth weight distribution&#46;</p><p id="par0120" class="elsevierStylePara elsevierViewall">It is evident that the birth weight curves of the BRISA-RP cohort and the IG-21 standard&#44; although similar in the full-term period&#44; are very different at the earliest gestational ages&#46; While at the 40 weeks of GA there was no difference in the medians&#44; at 33 weeks gestation the median BRISA-RP was almost 300<span class="elsevierStyleHsp" style=""></span>g higher&#46; This makes the prevalence of SGA in preterm births higher in the BRISA-PR cohort than in the standard curve&#46; The probable reasons for a higher frequency of LGA in the BRISA-PR cohort were increases in the maternal pre-gestational body mass index&#44; parity&#44; weight gain&#44; and gestational diabetes&#44; as well as the reduction in maternal smoking&#44; which are associated with higher birth weight and preterm birth&#46;<a class="elsevierStyleCrossRef" href="#bib0240"><span class="elsevierStyleSup">19</span></a> These frequent factors in the BRISA-PR cohort &#40;Table 2&#44; Supplementary Material&#41; were exclusion criteria in the IG-21 study&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">10</span></a></p><p id="par0125" class="elsevierStylePara elsevierViewall">The scant birth weight divergence found in the curve of full-term pregnancies may suggest that women who reached full-term tend to be healthier and have a lower risk&#44; with a profile similar to those included in the IG-21 study&#46;</p><p id="par0130" class="elsevierStylePara elsevierViewall">Other possible explanations for the differences found between the BRISA-RP and IG-21 studies can be attributed to the prescriptive approach of IG-21 &#40;populations with low risk of fetal growth impairment&#59; the population was not selected in the BRISA-RP cohort&#41;&#59; gestational age estimate &#40;in the BRISA-RP cohort the GA was defined by a combination of clinical methods and estimated by the earliest USG examination&#59; in the IG-21 study&#44; GA was estimated early through the USG performed before the 14th week of gestation&#41;&#44; sample size &#40;the BRISA-RP cohort included 7702 mother-child pairs&#44; whereas the IG-21 evaluated 20&#44;486 NB&#41;&#46; Overall&#44; small samples affect the estimate of percentiles in extreme GA<a class="elsevierStyleCrossRef" href="#bib0245"><span class="elsevierStyleSup">20</span></a>&#59; this is reflected in <a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#44; where the greatest differences between the reference and the standard were observed in the extreme GA&#46; Moreover&#44; there was a difference in the frequency of preterm birth&#59; IG-21 had a very low rate &#40;5&#46;5&#37;&#41;&#44; consisting mainly of late preterm deliveries &#40;33&#8211;37 weeks gestation&#41; and full-term low birth weight infants &#40;3&#46;2&#37;&#41;&#44; probably due to their prescriptive approach&#46; In the BRISA-PR study&#44; preterm birth was 13&#46;2&#37;&#44; more than two-fold the IG-21&#44; although the rate of low birth weight in full-term infants was similar &#40;3&#46;3&#37;&#41;&#46;</p><p id="par0135" class="elsevierStylePara elsevierViewall">In Latin America&#44; there is no comparable data on the prevalence of nutritional phenotypes in newborns who were evaluated using IG-21&#44; except in a study carried out in Argentina&#44; where the prevalence of the SGA phenotype was 3&#46;6&#37; compared with a local reference and 2&#46;0&#37; with IG-21&#44; quite similar to that of the present study&#46;<a class="elsevierStyleCrossRef" href="#bib0250"><span class="elsevierStyleSup">21</span></a> A Peruvian study of newborns 3400<span class="elsevierStyleHsp" style=""></span>m above sea level found no significant differences with the IG-21 standard&#44; but the phenotypes were not evaluated&#46;<a class="elsevierStyleCrossRef" href="#bib0255"><span class="elsevierStyleSup">22</span></a> In a study carried out in New Zealand&#44; the proportions of SGA and LGA were 1&#46;06&#37; and 6&#46;2&#37;&#44; respectively&#46;<a class="elsevierStyleCrossRef" href="#bib0260"><span class="elsevierStyleSup">23</span></a></p><p id="par0140" class="elsevierStylePara elsevierViewall">The authors of the cross-sectional NB study IG-21 admitted that the use of a single cut-off point to define growth restriction has limitations&#44; and that assessment of the growth velocity or functional assessment of the newborn can provide better means to identify malnourished NB&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">10</span></a></p><p id="par0145" class="elsevierStylePara elsevierViewall">In this sense&#44; stunting constitutes a global indicator of child well-being&#44; reflecting social inequalities and describing specific outcomes of the neonatal period&#46;<a class="elsevierStyleCrossRef" href="#bib0265"><span class="elsevierStyleSup">24</span></a> Stunting can be related to organic conditions and is broadly considered a cumulative and long-term process&#44; analogous to chronic malnutrition in children&#44; which requires exposure to one or more risk factors for several months or during pregnancy&#46;<a class="elsevierStyleCrossRef" href="#bib0270"><span class="elsevierStyleSup">25</span></a> For this reason&#44; recently the evaluation of this indicator in newborns has gained prominence from the perspective of the first 1000 days of life&#46; This study incorporates&#44; for the first time in neonatal care routine&#44; a method for the early diagnosis of stunting that can be monitored during childhood&#44; using the corresponding WHO Child Growth Standards&#46;<a class="elsevierStyleCrossRef" href="#bib0190"><span class="elsevierStyleSup">9</span></a></p><p id="par0150" class="elsevierStylePara elsevierViewall">Alternatively&#44; it is likely that neonatal wasting reflects acute exposures in the weeks prior to delivery&#44; a time when fat deposition is more important&#46; Some authors&#44; however&#44; suggest that differences in severity&#44; rather than the time and duration of insults&#44; result in distinct fetal growth impairment phenotypes&#44; with wasting representing the most severe cases&#46;<a class="elsevierStyleCrossRef" href="#bib0275"><span class="elsevierStyleSup">26</span></a> In an earlier study&#44; stunting affected 3&#46;8&#37; and wasting 3&#46;4&#37; of a low-risk population&#46;<a class="elsevierStyleCrossRef" href="#bib0220"><span class="elsevierStyleSup">15</span></a></p><p id="par0155" class="elsevierStylePara elsevierViewall">The observed prevalence rates of newborn phenotypes were relatively low&#44; especially for SGA and waisting&#44; as they are also lower than the cut-off points&#44; with clinical significance suggested by the WHO&#46;<a class="elsevierStyleCrossRef" href="#bib0160"><span class="elsevierStyleSup">3</span></a> Stunting at birth seems to have a relatively low prevalence&#44; even in low-income countries&#44; but it increases with gestational age &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0280"><span class="elsevierStyleSup">27</span></a> A possible explanation for the lower waisting value observed in the present study &#40;1&#46;5&#37;&#41; would be elective pregnancy termination due to fetal growth restriction&#46; This is confirmed by the 17&#37; higher cesarean rate at 33&#8211;37 weeks than at 38&#8211;42 weeks &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#44; data not shown&#41;&#46;</p><p id="par0160" class="elsevierStylePara elsevierViewall">From the point of view of clinical practice&#44; the IG-21 standard could underestimate the frequency of full-term and post-term LGA newborns in the BRISA-RP cohort&#44; with implications for the decline of controls and biochemical tests&#46; On the other hand&#44; using IG-21 would reduce the diagnosis of SGA up to full-term&#46; Although the mean variation in length was always less than 1<span class="elsevierStyleHsp" style=""></span>cm&#44; using IG-21 would increase the diagnosis of stunting throughout pregnancy&#46;</p><p id="par0165" class="elsevierStylePara elsevierViewall">Finally&#44; whereas the trajectory of the 3rd percentile of the HC parallel up to week 40&#44; the preterm NB showed a variation<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm with the BRISA-RP reference&#44; which may influence an overestimation of microcephaly&#44; currently the first step in the diagnosis of Zika virus infection&#46;</p><p id="par0170" class="elsevierStylePara elsevierViewall">It is recommended that the reference curves of each country be compared graphically and numerically with a standard &#40;such as the IG-21&#41; to detect adverse perinatal outcomes &#40;such as the phenotypes used in this study&#41; and their long-term effects&#46;<a class="elsevierStyleCrossRefs" href="#bib0285"><span class="elsevierStyleSup">28&#44;29</span></a> As with any international standard&#44; local validation is required before implementation&#46;</p><p id="par0175" class="elsevierStylePara elsevierViewall">The main strength of the study is its sample size&#44; with relatively recent data collected from a cohort study &#40;BRISA-RP&#41; following stringent and standardized methods&#44; from an unselected population of postpartum women&#46; The study demonstrates the practical application of recommended international growth standards to estimate the prevalence of four phenotypes&#46; However&#44; it is limited to a single municipality&#44; which prevents its generalization&#46;</p><p id="par0180" class="elsevierStylePara elsevierViewall">Despite the importance of comparing local populations with standard curves&#44; the use of both reference and standard curves for epidemiological studies still requires their validation through indicators of morbidity and mortality in newborns&#44; as well as the occurrence of chronic non-communicable diseases throughout the life cycle&#46;</p><p id="par0185" class="elsevierStylePara elsevierViewall">The NB of the BRISA-RP study&#44; when compared to the IG-21 standard&#44; are heavier&#44; longer&#44; and have a larger HC until they reach full-term&#46;</p></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0096">Funding</span><p id="par0190" class="elsevierStylePara elsevierViewall"><span class="elsevierStyleGrantSponsor" id="gs1">Funda&#231;&#227;o de Amparo &#224; Pesquisa do Estado de S&#227;o Paulo &#40;FAPESP&#41;</span>&#58; Process No&#46; 08&#47;53593-0&#46; <span class="elsevierStyleGrantSponsor" id="gs2">Funda&#231;&#227;o de Apoio ao Ensino&#44; Pesquisa e Assist&#234;ncia do Hospital das Cl&#237;nicas da Faculdade de Medicina de Ribeir&#227;o Preto da Universidade de S&#227;o Paulo &#40;FAEPA&#41;</span>&#46; Institutional Scientific Initiation Grant from USP&#46;</p></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Conflicts of interest</span><p id="par0195" class="elsevierStylePara elsevierViewall">The authors declare no conflicts of interest&#46;</p></span></span>"
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          "titulo" => "Abstract"
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              "identificador" => "abst0005"
              "titulo" => "Objectives"
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              "titulo" => "Conclusions"
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          "identificador" => "xpalclavsec1266422"
          "titulo" => "Keywords"
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          "titulo" => "Resumo"
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              "titulo" => "M&#233;todo"
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            2 => array:2 [
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              "titulo" => "Resultados"
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              "titulo" => "Conclus&#245;es"
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          "titulo" => "Palavras-chave"
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          "titulo" => "Introduction"
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              "titulo" => "Assessed variables"
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              "titulo" => "Statistical analyses"
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          "titulo" => "Results"
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          "titulo" => "Conflicts of interest"
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    "fechaRecibido" => "2018-10-28"
    "fechaAceptado" => "2019-03-11"
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        0 => array:4 [
          "clase" => "keyword"
          "titulo" => "Keywords"
          "identificador" => "xpalclavsec1266422"
          "palabras" => array:5 [
            0 => "Newborns"
            1 => "Anthropometrics"
            2 => "Birth weight"
            3 => "Stunting"
            4 => "Wasting"
          ]
        ]
      ]
      "pt" => array:1 [
        0 => array:4 [
          "clase" => "keyword"
          "titulo" => "Palavras-chave"
          "identificador" => "xpalclavsec1266423"
          "palabras" => array:5 [
            0 => "Rec&#233;m-nascidos"
            1 => "Antropometria"
            2 => "Peso ao nascer"
            3 => "<span class="elsevierStyleItalic">Stunting</span>"
            4 => "<span class="elsevierStyleItalic">Waisting</span>"
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    "resumen" => array:2 [
      "en" => array:3 [
        "titulo" => "Abstract"
        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Objectives</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">&#40;a&#41; To determine the 3rd&#44; 50th&#44; and 97th percentiles of weight&#44; length&#44; and head circumference of newborns from the Ribeir&#227;o Preto BRISA cohort&#44; according to gender and gestational age&#44; and compare them with the Intergrowth-21st standard&#59; &#40;b&#41; To estimate the small for gestational age &#40;<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#41;&#44; large for gestational age &#40;<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>97th percentile&#41;&#44; stunting &#40;length<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#41;&#44; and wasting &#40;body mass index<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#41;&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Methods</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">Observational study of a cohort of 7702 newborns between 01&#47;01&#47;2010 and 12&#47;31&#47;2010 in the city of Ribeir&#227;o Preto&#44; SP&#44; Brazil&#46; The 3rd&#44; 50th&#44; and 97th percentiles were determined for the anthropometric measurements using fractional polynomial regression&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Results</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">The weight difference between Ribeir&#227;o Preto and Intergrowth-21st was small&#44; being more pronounced in preterm infants &#40;mean difference between the two populations of &#43;266<span class="elsevierStyleHsp" style=""></span>g&#41;&#59; for full-term newborns&#44; there was a mean difference of &#43;66<span class="elsevierStyleHsp" style=""></span>g&#44; and for post-term infants&#44; of &#8722;113<span class="elsevierStyleHsp" style=""></span>g&#46; For length&#44; the mean variation was always &#60;1<span class="elsevierStyleHsp" style=""></span>cm&#59; whereas for head circumference&#44; preterm newborns showed a variation &#62;1<span class="elsevierStyleHsp" style=""></span>cm&#44; and full-term and post-term newborns showed a variation of &#60;1<span class="elsevierStyleHsp" style=""></span>cm&#46; The small and large for gestational age detection rates were 2&#46;9&#37; and 4&#46;3&#37;&#44; respectively&#46; Stunting affected 6&#46;5&#37; of all newborns and wasting&#44; 1&#46;5&#37;&#44; with a predominance in girls and in full-term pregnancies&#59; both conditions were present in 0&#46;4&#37; of the sample&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusions</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">Newborns from Ribeir&#227;o Preto&#44; when compared to the Intergrowth-21 standard&#44; are heavier&#44; longer&#44; and have a larger head circumference until they reach full-term&#46;</p></span>"
        "secciones" => array:4 [
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            "titulo" => "Objectives"
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          1 => array:2 [
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            "titulo" => "Methods"
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          2 => array:2 [
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            "titulo" => "Results"
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      "pt" => array:3 [
        "titulo" => "Resumo"
        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Objetivos</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">Determinar os percentis 3&#44; 50 e 97 de peso&#44; comprimento e per&#237;metro cef&#225;lico de rec&#233;m-nascidos da Coorte BRISA Ribeir&#227;o Preto&#44; segundo sexo e idade gestacional&#44; e comparar com o padr&#227;o Intergrowth-21st&#59; b&#41; Estimar os fen&#243;tipos pequeno para idade gestacional &#40; &#60; percentil 3&#41;&#44; grande para idade gestacional &#40; &#62; percentil 97&#41;&#44; <span class="elsevierStyleItalic">stunting</span> &#40;comprimento &#60; percentil 3&#41; e <span class="elsevierStyleItalic">waisting</span> &#40;&#237;ndice de massa corporal &#60; percentil 3&#41;&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">M&#233;todo</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">Estudo observacional de uma coorte de 7&#46;702 rec&#233;m-nascidos entre 01&#47;01 e 31&#47;12&#47;2010 na cidade de Ribeir&#227;o Preto&#44; SP&#44; Brasil&#46; Os percentis 3&#44; 50 e 97 para as medidas antropom&#233;tricas foram determinados com regress&#227;o polinomial fracion&#225;ria&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Resultados</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">A diferen&#231;a de peso entre Ribeir&#227;o Preto e Intergrowth-21st foi pequena&#44; mais acentuada nos rec&#233;m-nascidos pr&#233;-termo &#40;diferen&#231;a m&#233;dia entre as duas popula&#231;&#245;es foi de &#43; 266 gramas&#41;&#59; para os rec&#233;m-nascidos a termo a diferen&#231;a m&#233;dia foi de &#43; 66 gramas e para os p&#243;s-termo de -113 gramas&#46; Para comprimento&#44; a varia&#231;&#227;o m&#233;dia foi sempre &#60; 1<span class="elsevierStyleHsp" style=""></span>cm&#59; enquanto que para per&#237;metro cef&#225;lico os rec&#233;m-nascidos pr&#233;-termo apresentaram varia&#231;&#227;o &#62; 1<span class="elsevierStyleHsp" style=""></span>cm e os rec&#233;m-nascidos a termo e p&#243;s-termo tiveram varia&#231;&#227;o &#60; 1<span class="elsevierStyleHsp" style=""></span>cm&#46; As taxas de detec&#231;&#227;o de pequeno e grande para idade gestacional foram 2&#44;9&#37; e 4&#44;3&#37;&#44; respectivamente&#46; <span class="elsevierStyleItalic">Stunting</span> afetou 6&#44;5&#37; de todos os rec&#233;m-nascidos e <span class="elsevierStyleItalic">waisting</span> 1&#44;5&#37;&#44; com predom&#237;nio em meninas e em gesta&#231;&#245;es a termo&#59; ambas as condi&#231;&#245;es estavam presentes em 0&#44;4&#37; da amostra&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclus&#245;es</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">Os rec&#233;m-nascidos de Ribeir&#227;o Preto&#44; quando comparados com o padr&#227;o Intergrowth-21st&#44; apresentam-se mais pesados&#44; mais longos e com maior circunfer&#234;ncia craniana at&#233; chegarem a termo&#46;</p></span>"
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            "titulo" => "M&#233;todo"
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            "titulo" => "Resultados"
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        "etiqueta" => "&#9734;"
        "nota" => "<p class="elsevierStyleNotepara" id="npar0005">Please cite this article as&#58; Pimenta JR&#44; Grandi C&#44; Aragon DC&#44; Cardoso VC&#46; Comparison of birth weight&#44; length&#44; and head circumference between the BRISA-RP and Intergrowth-21st cohorts&#46; J Pediatr &#40;Rio J&#41;&#46; 2020&#59;96&#58;511&#8211;9&#46;</p>"
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      1 => array:2 [
        "etiqueta" => "&#9734;&#9734;"
        "nota" => "<p class="elsevierStyleNotepara" id="npar0010">Study conducted at Universidade de S&#227;o Paulo &#40;USP&#41;&#44; Faculdade de Medicina de Ribeir&#227;o Preto &#40;FMRP&#41;&#44; Ribeir&#227;o Preto&#44; SP&#44; Brazil&#46;</p>"
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            "apendice" => "<p id="par0305" class="elsevierStylePara elsevierViewall">The following are Supplementary data to this article&#58;<elsevierMultimedia ident="upi0005"></elsevierMultimedia></p>"
            "etiqueta" => "Appendix A"
            "titulo" => "Supplementary data"
            "identificador" => "sec0065"
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          "en" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Flowchart of the study population &#40;BRISA-RP cohort&#44; 2010&#41;&#46; GA&#44; gestational age&#59; NB&#44; newborn&#46;</p>"
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            "imagen" => "gr2.jpeg"
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          "en" => "<p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">The 3rd&#44; 50th&#44; and 97th smoothed percentiles curves &#40;blue lines&#41; for birth weight&#44; birth length&#44; and head circumference at birth according to gestational age&#46; Empirical values are shown for each gestational week &#40;red circles&#41; and the actual observations &#40;gray circles&#41;&#46; BRISA-RP Cohort&#44; 2010&#46;</p>"
        ]
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      2 => array:7 [
        "identificador" => "fig0015"
        "etiqueta" => "Figure 3"
        "tipo" => "MULTIMEDIAFIGURA"
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          "en" => "<p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">Comparison of the 3rd&#44; 50th&#44; and 97th percentile curves of the BRISA-RP cohort with IG-21 by gestational age and gender&#46;</p>"
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          "leyenda" => "<p id="spar0065" class="elsevierStyleSimplePara elsevierViewall">NB&#44; newborns&#46;</p><p id="spar0070" class="elsevierStyleSimplePara elsevierViewall">Stunting&#44; length<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile of IG-21&#46;</p><p id="spar0075" class="elsevierStyleSimplePara elsevierViewall">Wasting&#44; BMI<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile of IG-21&#46;</p><p id="spar0080" class="elsevierStyleSimplePara elsevierViewall">SGA &#40;small for gestational age&#41;&#58; birth weight<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile of IG-21&#46;</p><p id="spar0085" class="elsevierStyleSimplePara elsevierViewall">LGA &#40;large for gestational age&#41;&#58; birth weight<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>97th percentile of IG-21&#46;</p>"
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t  " colspan="4" align="left" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleBold">Per gestational age &#40;weeks&#41;</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span><span class="elsevierStyleHsp" style=""></span>Boys&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span><span class="elsevierStyleHsp" style=""></span>Boys&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">153&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span><span class="elsevierStyleHsp" style=""></span>Girls&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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Original article
Comparison of birth weight, length, and head circumference between the BRISA-RP and Intergrowth-21st cohorts
Comparação de peso, comprimento e perímetro cefálico ao nascer entre Coorte BRISA-RP e Intergrowth-21st
João Roberto R. Pimentaa, Carlos Grandib, Davi C. Aragonc, Viviane Cunha Cardosoc,
Corresponding author
vicuca@fmrp.usp.br

Corresponding author.
a Universidade de São Paulo (USP), Faculdade de Medicina de Ribeirão Preto (FMRP), Departamento de Farmacologia, Ribeirão Preto, SP, Brazil
b Sociedade Argentina de Pediatria, Comissão de Pesquisa, Buenos Aires, Argentina
c Universidade de São Paulo (USP), Faculdade de Medicina de Ribeirão Preto (FMRP), Departamento de Puericultura e Pediatria, Ribeirão Preto, SP, Brazil
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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">Introduction</span><p id="par0005" class="elsevierStylePara elsevierViewall">Intrauterine growth is understood as the result of several factors&#44; including the expression of genetic information&#44; maternal nutrition&#44;<a class="elsevierStyleCrossRef" href="#bib0150"><span class="elsevierStyleSup">1</span></a> maternal diseases such as preeclampsia&#44; socioeconomic factors&#44; and environmental factors&#44; such as hypoxia&#46;<a class="elsevierStyleCrossRef" href="#bib0155"><span class="elsevierStyleSup">2</span></a> The universally accepted indicator of fetal malnutrition is low birth weight &#40;&#60;2500<span class="elsevierStyleHsp" style=""></span>g&#41;&#44;<a class="elsevierStyleCrossRef" href="#bib0160"><span class="elsevierStyleSup">3</span></a> but it does not differentiate between stunting &#40;low length for age&#41; and wasting &#40;low body mass index &#91;BMI&#93; for age&#41;&#46; Other existing terms to describe prenatal malnutrition include&#58; small for gestational age &#40;SGA&#41;&#44; intrauterine growth restriction &#40;IUGR&#41;&#44; and placental insufficiency&#46; Traditionally&#44; the Battaglia and Lubchenco classification has been used to classify newborns &#40;NB&#41; into small&#44; adequate&#44; and large for gestational age &#40;GA&#41; in relation to the 10th and 90th percentiles regarding the weight variable&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">4</span></a> Information such as being born SGA is important from a clinical and social point of view because it shows a correlation with important outcomes&#44; such as neonatal and infant mortality&#44; low childhood growth&#44; and chronic diseases in adulthood&#46;<a class="elsevierStyleCrossRefs" href="#bib0170"><span class="elsevierStyleSup">5&#44;6</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">Neonatal reference curves have been published in some countries&#44; but none of them can be used as an international standard for growth&#46;<a class="elsevierStyleCrossRef" href="#bib0180"><span class="elsevierStyleSup">7</span></a> Currently&#44; the use of these curves is disputed&#44; because they were created to be used as references for a country&#44; aiming to compare the anthropometric characteristics of NB with those of the overall population&#44; <span class="elsevierStyleItalic">i&#46;e&#46;</span>&#44; without the prescriptive nature of a standard applicable to different populations&#46;<a class="elsevierStyleCrossRef" href="#bib0185"><span class="elsevierStyleSup">8</span></a></p><p id="par0015" class="elsevierStylePara elsevierViewall">The International Fetal and Newborn Growth Consortium for the 21st Century &#40;INTERGROWTH-21st&#41; is a cross-sectional&#44; multicenter&#44; and transcultural study of NB growth&#44; carried out with the same prescriptive approach and methodological design as that used for the creation of the World Health Organization &#40;WHO&#41; standard currently used for child and adolescent growth evaluation in Brazil&#46;<a class="elsevierStyleCrossRef" href="#bib0190"><span class="elsevierStyleSup">9</span></a> The INTERGROWTH-21st &#40;IG-21&#41;&#44; which allows the anthropometric analysis of NB&#44; was designed to be a &#8220;prescriptive&#8221; fetal growth pattern&#44; <span class="elsevierStyleItalic">i&#46;e&#46;</span>&#44; to be used as the basis for recommending how healthy fetuses born to healthy mothers in healthy settings &#8220;should&#8221; grow&#44; rather than a mere reference to how fetuses born in the same countries &#8220;actually grow&#8221;&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">10</span></a></p><p id="par0020" class="elsevierStylePara elsevierViewall">In this context&#44; the aims of the present study were&#58; &#40;a&#41; to compare the anthropometric data &#40;weight&#44; length&#44; and head circumference&#41; of the birth cohort of Ribeir&#227;o Preto 2010 &#40;BRISA-RP&#41; with the IG-21 standard&#44; and &#40;b&#41; to estimate NB phenotypes &#40;SGA&#44; large for gestational age &#91;LGA&#93;&#44; stunting&#44; and wasting&#41; according to gender and GA&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Methods</span><p id="par0025" class="elsevierStylePara elsevierViewall">This was a cross-sectional secondary analysis with a descriptive approach of data obtained from a cohort study &#40;Brazilian Ribeir&#227;o Preto and S&#227;o Lu&#237;s Birth Cohort Studies &#8211; BRISA&#41;&#44; whose objective was to find new risk factors for preterm birth&#46;<a class="elsevierStyleCrossRef" href="#bib0200"><span class="elsevierStyleSup">11</span></a> All newborns who were alive between 01&#47;01&#47;2010 and 12&#47;31&#47;2010 in the city of Ribeir&#227;o Preto &#40;PR&#41;&#44; S&#227;o Paulo&#44; Brazil were assessed&#46; During this period&#44; 7702 newborns were evaluated&#44; equivalent to 98&#37; of hospital deliveries in the municipality&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">Inclusion criteria were children born at hospitals&#44; to mothers living in RP&#44; whereas the exclusion criteria were twin births&#44; stillborn births&#44; those without GA defined by the adopted criteria&#44; those with no defined gender&#44; and NB who had birth weight values incompatible with gestational age<a class="elsevierStyleCrossRef" href="#bib0205"><span class="elsevierStyleSup">12</span></a> &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#41;&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0035" class="elsevierStylePara elsevierViewall">Data were obtained from an interview with the mothers after delivery and from information contained in the newborns&#8217; medical records&#46;</p><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Assessed variables</span><p id="par0040" class="elsevierStylePara elsevierViewall">Maternal age &#40;years&#41;&#44; ethnicity &#40;white or non-white&#41;&#44; level of schooling &#40;years&#41;&#44; marital status &#40;with or without partner&#41;&#44; occupation of the head of the family &#40;according to the classification proposed by Olsen and Frische<a class="elsevierStyleCrossRef" href="#bib0210"><span class="elsevierStyleSup">13</span></a>&#41;&#44; Brazilian economic classification criterion according to the Brazilian Association of Research Companies &#40;CCEB-ABEP&#41;&#44;<a class="elsevierStyleCrossRef" href="#bib0215"><span class="elsevierStyleSup">14</span></a> number of cigarettes smoked daily during pregnancy&#44; parity&#44; arterial hypertension &#40;prior or gestational&#41;&#44; diabetes &#40;previous or gestational&#41;&#44; body mass index &#40;BMI&#44; kg&#47;m<span class="elsevierStyleSup">2</span>&#41; before pregnancy &#40;categorized as low weight &#91;&#60;18&#46;5<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#93;&#44; adequate weight &#91;&#8805;18&#46;5<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span> and &#60;25<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#93;&#44; overweight &#91;&#8805;25<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span> and &#60;30<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#93;&#44; obesity &#91;&#8805;30<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#41;&#44; and prenatal care &#40;adequate<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>4 consultations&#41;&#46;</p><p id="par0045" class="elsevierStylePara elsevierViewall">The neonatal variables studied were gender&#44; birth weight &#40;BW&#41;&#44; birth length&#44; and head circumference &#40;HC&#41;&#46; Stunting was defined as length<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#44; wasting as BMI<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#44; SGA as birth weight<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#44; and LGA as birth weight<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>97th percentile of the IG-21 study&#46;<a class="elsevierStyleCrossRefs" href="#bib0195"><span class="elsevierStyleSup">10&#44;15</span></a></p><p id="par0050" class="elsevierStylePara elsevierViewall">GA was estimated based on date of the last menstrual period &#40;LMP&#41; and information from the earliest ultrasonography &#40;USG&#41; examination&#46; A margin of error of &#177;7 days was calculated for the date found of the first USG&#46;<a class="elsevierStyleCrossRef" href="#bib0225"><span class="elsevierStyleSup">16</span></a></p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Statistical analyses</span><p id="par0055" class="elsevierStylePara elsevierViewall">The descriptive statistics included the mean value&#44; proportion&#44; standard deviation &#40;SD&#41;&#44; and 95&#37; confidence interval &#40;95&#37; CI&#41;&#46; Fractional polynomials were used to fit the models of the three anthropometric measurements &#40;BW&#44; length&#44; and HC&#41;&#46; The generalized additive models for location&#44; scale&#44; and shape &#40;GAMLSS&#41; provide the option of different distributions other than normal &#40;bias distributions and kurtosis&#41;&#44; as well as the modeling of other parameters of a distribution that determines scale and shape by using fractional polynomials&#46;<a class="elsevierStyleCrossRef" href="#bib0230"><span class="elsevierStyleSup">17</span></a> In all cases&#44; the technique of fractional polynomial smoothing by gender was applied for the 3rd&#44; 50th&#44; and 97th percentiles&#46; For comparison of the curves with the IG-21 standard&#44; the lower limit of 33<span class="elsevierStyleSup">&#43;0</span> weeks was adopted&#44; given that the IG-21 has a very questionable curve below 33 weeks considering the small number of newborns included&#46;</p><p id="par0060" class="elsevierStylePara elsevierViewall">According to the IG-21 study&#44; the smoothed percentiles of weight&#44; length&#44; and HC for the newborns are shown at <span class="elsevierStyleItalic">exact</span> weeks of gestational age only to avoid the publication of long tables for each day of pregnancy&#46; For instance&#44; the exact GA for the 36th week value is 36 weeks plus 0 days&#46;<a class="elsevierStyleCrossRef" href="#bib0235"><span class="elsevierStyleSup">18</span></a> All models and goodness-of-fit evaluations were performed using the statistical software R &#40;R Foundation for Statistical Computing&#44; Vienna&#44; Austria&#41; using GAMLSS support&#46; All graphs were produced using R software&#46;</p><p id="par0065" class="elsevierStylePara elsevierViewall">The project was approved by the Research Ethics Committee of the HCFMRP &#40;process no&#46; 11157&#47;2008&#41;&#46; All mothers who agreed to participate in the study signed the informed consent&#46;</p></span></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Results</span><p id="par0070" class="elsevierStylePara elsevierViewall">The mean maternal age was 27 years &#40;SD<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>6&#46;2&#41;&#44; and the percentage of young and old mothers was similar&#46; Most of the population self-reported as white&#44; approximately half of the mothers had a level of schooling between 9 and 11 years&#44; and the vast majority of the mothers declared having a partner&#46; In most families the occupation of the head of the family was unskilled or semi-skilled manual worker&#46; The upper and intermediate social classes showed a similar representation &#40;Table 1&#44; Supplementary Material&#41;&#46;</p><p id="par0075" class="elsevierStylePara elsevierViewall">About 1&#47;3 of the mothers were overweight and obese&#44; slightly more than 10&#37; said they were smokers&#44; and about 13&#37; of the mothers were hypertensive and 6&#37; were diabetic&#46;Most of the mothers were primiparous and only 2 &#37; of pregnant women presented inadequate prenatal care &#40;Table 2&#44; Supplementary Material&#41;&#46; The distribution by gender was equivalent&#46; Preterm births represented 13&#37; and almost 8&#37; of infants had low birth weight&#46; The SGA rate was 2&#46;9&#37;&#44; while the LGA rate was 4&#46;3&#37;&#44; with an inverse association with GA&#46; Stunting affected 6&#46;5&#37; of the sample and wasting&#44; 1&#46;5&#37; &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#41;&#44; with a predominance of girls and full-term pregnancies&#59; both conditions were present in 0&#46;4&#37; of the sample&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0080" class="elsevierStylePara elsevierViewall">Fig&#46; 1 &#40;Supplementary Material&#41; shows the BRISA-RP histograms of birth weight according to gender&#46; The distributions are very similar&#44; although that of the girls shows greater kurtosis&#46;</p><p id="par0085" class="elsevierStylePara elsevierViewall">Distribution curves of BW&#44; length&#44; and HC of the BRISA-RP cohort were constructed&#44; according to GA and gender&#46; <a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a> shows the individual values &#40;observed values&#41; and the smoothed 3rd&#44; 50th&#44; and 97th percentiles &#40;estimated values&#41;&#44; using fractional polynomials&#46; Few outliers were observed after 37<span class="elsevierStyleSup">&#43;0</span> weeks of GA for BW and almost identical values were observed for length and HC at birth&#46;</p><elsevierMultimedia ident="fig0010"></elsevierMultimedia><p id="par0090" class="elsevierStylePara elsevierViewall">The curves of the 3rd&#44; 50th&#44; and 97th percentiles of the BRISA-RP cohort were compared with IG-21 by GA and gender&#46; For weight in both genders&#44; it was observed that between weeks 33<span class="elsevierStyleSup">&#43;0</span> and 39<span class="elsevierStyleSup">&#43;6</span>&#44; the 50th and 97th percentiles of the BRISA-RP cohort were higher than IG-21&#59; then both percentiles cross the IG-21 pattern and decrease up to week 42<span class="elsevierStyleSup">&#43;6</span>&#46; For the 3rd percentile&#44; the behavior is similar&#44; but smoother &#40;<a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#41;&#46; In numerical terms&#44; the divergence between BRISA-RP and IG-21 is more pronounced among preterm &#40;33&#8211;36 weeks&#41; NB&#44; in which the mean difference between the two populations is &#43;263<span class="elsevierStyleHsp" style=""></span>g for boys and &#43;270<span class="elsevierStyleHsp" style=""></span>g for girls&#59; in full-term infants &#40;37&#8211;40 weeks&#41;&#44; the mean difference was &#43;81<span class="elsevierStyleHsp" style=""></span>g for boys and &#43;52<span class="elsevierStyleHsp" style=""></span>g for girls&#59; and for post-term &#40;41 and 42 weeks&#41; NB&#44; the mean difference was &#8722;120<span class="elsevierStyleHsp" style=""></span>g for boys and &#8722;106<span class="elsevierStyleHsp" style=""></span>g for girls &#40;Table 3&#44; Supplementary Material&#41;&#46;</p><elsevierMultimedia ident="fig0015"></elsevierMultimedia><p id="par0095" class="elsevierStylePara elsevierViewall">Regarding length&#44; the growth curve &#40;50th and 97th percentiles&#41; increased steadily from 33 weeks gestation to 37&#8211;39 weeks in the BRISA-RP cohort and then crossed the IG-21 curve&#46; The 3rd percentile always remained below the standard &#40;<a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#41;&#46; Numerically&#44; the mean variation was always<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm in both boys and girls &#40;Table 4&#44; Supplementary Material&#41;&#46;</p><p id="par0100" class="elsevierStylePara elsevierViewall">Finally&#44; the HC for both genders showed a large gap between the 50th and 97th percentiles of the BRISA-PR Cohort and the IG-21 curve until reaching the post-term period&#59; however&#44; the 3rd percentile trajectory was parallel with the IG-21 standard until week 39&#44; when it crossed it &#40;<a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#41;&#46; Regarding the numerical differences&#44; it was observed that preterm NB showed a variation<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm &#40;1&#46;33<span class="elsevierStyleHsp" style=""></span>cm for boys and 1&#46;39<span class="elsevierStyleHsp" style=""></span>cm for girls&#41;&#44; while for full-term and post-term NB&#44; the variation was<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm &#40;Table 5&#44; Supplementary Material&#41;&#46;</p></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0091">Discussion</span><p id="par0105" class="elsevierStylePara elsevierViewall">To the best of the authors&#8217; knowledge&#44; this is the first Brazilian study that compared a cohort at birth with the international standard IG-21 regarding the size of the newborn for gestational age and gender&#46;</p><p id="par0110" class="elsevierStylePara elsevierViewall">Of the 7185 single live births&#44; those below the 3rd percentile &#40;SGA&#41; and above the 97th percentile &#40;LGA&#41; of the IG-21 standard for birth weight had detection rates of 2&#46;9&#37; and 4&#46;3&#37;&#44; respectively&#46; For stunting and wasting&#44; the values were 6&#46;5&#37; and 1&#46;5&#37;&#44; respectively&#46;</p><p id="par0115" class="elsevierStylePara elsevierViewall">Adjusted percentiles were calculated based on individual data from more than 7000 infants using fractional polynomial regression and data were reported according to full weeks of gestation as smoothed percentiles &#40;<a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a>&#41;&#44; which were consistent with the raw data&#44; increasing the confidence in the curves&#46; SGA was defined as birth weight for age and gender<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile &#40;instead of the more frequently used 10th percentile&#41;&#44; indicating a severe insult&#59; this eliminates the chance of erroneous inclusion of a normal newborn into the lowest birth weight distribution&#46;</p><p id="par0120" class="elsevierStylePara elsevierViewall">It is evident that the birth weight curves of the BRISA-RP cohort and the IG-21 standard&#44; although similar in the full-term period&#44; are very different at the earliest gestational ages&#46; While at the 40 weeks of GA there was no difference in the medians&#44; at 33 weeks gestation the median BRISA-RP was almost 300<span class="elsevierStyleHsp" style=""></span>g higher&#46; This makes the prevalence of SGA in preterm births higher in the BRISA-PR cohort than in the standard curve&#46; The probable reasons for a higher frequency of LGA in the BRISA-PR cohort were increases in the maternal pre-gestational body mass index&#44; parity&#44; weight gain&#44; and gestational diabetes&#44; as well as the reduction in maternal smoking&#44; which are associated with higher birth weight and preterm birth&#46;<a class="elsevierStyleCrossRef" href="#bib0240"><span class="elsevierStyleSup">19</span></a> These frequent factors in the BRISA-PR cohort &#40;Table 2&#44; Supplementary Material&#41; were exclusion criteria in the IG-21 study&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">10</span></a></p><p id="par0125" class="elsevierStylePara elsevierViewall">The scant birth weight divergence found in the curve of full-term pregnancies may suggest that women who reached full-term tend to be healthier and have a lower risk&#44; with a profile similar to those included in the IG-21 study&#46;</p><p id="par0130" class="elsevierStylePara elsevierViewall">Other possible explanations for the differences found between the BRISA-RP and IG-21 studies can be attributed to the prescriptive approach of IG-21 &#40;populations with low risk of fetal growth impairment&#59; the population was not selected in the BRISA-RP cohort&#41;&#59; gestational age estimate &#40;in the BRISA-RP cohort the GA was defined by a combination of clinical methods and estimated by the earliest USG examination&#59; in the IG-21 study&#44; GA was estimated early through the USG performed before the 14th week of gestation&#41;&#44; sample size &#40;the BRISA-RP cohort included 7702 mother-child pairs&#44; whereas the IG-21 evaluated 20&#44;486 NB&#41;&#46; Overall&#44; small samples affect the estimate of percentiles in extreme GA<a class="elsevierStyleCrossRef" href="#bib0245"><span class="elsevierStyleSup">20</span></a>&#59; this is reflected in <a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#44; where the greatest differences between the reference and the standard were observed in the extreme GA&#46; Moreover&#44; there was a difference in the frequency of preterm birth&#59; IG-21 had a very low rate &#40;5&#46;5&#37;&#41;&#44; consisting mainly of late preterm deliveries &#40;33&#8211;37 weeks gestation&#41; and full-term low birth weight infants &#40;3&#46;2&#37;&#41;&#44; probably due to their prescriptive approach&#46; In the BRISA-PR study&#44; preterm birth was 13&#46;2&#37;&#44; more than two-fold the IG-21&#44; although the rate of low birth weight in full-term infants was similar &#40;3&#46;3&#37;&#41;&#46;</p><p id="par0135" class="elsevierStylePara elsevierViewall">In Latin America&#44; there is no comparable data on the prevalence of nutritional phenotypes in newborns who were evaluated using IG-21&#44; except in a study carried out in Argentina&#44; where the prevalence of the SGA phenotype was 3&#46;6&#37; compared with a local reference and 2&#46;0&#37; with IG-21&#44; quite similar to that of the present study&#46;<a class="elsevierStyleCrossRef" href="#bib0250"><span class="elsevierStyleSup">21</span></a> A Peruvian study of newborns 3400<span class="elsevierStyleHsp" style=""></span>m above sea level found no significant differences with the IG-21 standard&#44; but the phenotypes were not evaluated&#46;<a class="elsevierStyleCrossRef" href="#bib0255"><span class="elsevierStyleSup">22</span></a> In a study carried out in New Zealand&#44; the proportions of SGA and LGA were 1&#46;06&#37; and 6&#46;2&#37;&#44; respectively&#46;<a class="elsevierStyleCrossRef" href="#bib0260"><span class="elsevierStyleSup">23</span></a></p><p id="par0140" class="elsevierStylePara elsevierViewall">The authors of the cross-sectional NB study IG-21 admitted that the use of a single cut-off point to define growth restriction has limitations&#44; and that assessment of the growth velocity or functional assessment of the newborn can provide better means to identify malnourished NB&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">10</span></a></p><p id="par0145" class="elsevierStylePara elsevierViewall">In this sense&#44; stunting constitutes a global indicator of child well-being&#44; reflecting social inequalities and describing specific outcomes of the neonatal period&#46;<a class="elsevierStyleCrossRef" href="#bib0265"><span class="elsevierStyleSup">24</span></a> Stunting can be related to organic conditions and is broadly considered a cumulative and long-term process&#44; analogous to chronic malnutrition in children&#44; which requires exposure to one or more risk factors for several months or during pregnancy&#46;<a class="elsevierStyleCrossRef" href="#bib0270"><span class="elsevierStyleSup">25</span></a> For this reason&#44; recently the evaluation of this indicator in newborns has gained prominence from the perspective of the first 1000 days of life&#46; This study incorporates&#44; for the first time in neonatal care routine&#44; a method for the early diagnosis of stunting that can be monitored during childhood&#44; using the corresponding WHO Child Growth Standards&#46;<a class="elsevierStyleCrossRef" href="#bib0190"><span class="elsevierStyleSup">9</span></a></p><p id="par0150" class="elsevierStylePara elsevierViewall">Alternatively&#44; it is likely that neonatal wasting reflects acute exposures in the weeks prior to delivery&#44; a time when fat deposition is more important&#46; Some authors&#44; however&#44; suggest that differences in severity&#44; rather than the time and duration of insults&#44; result in distinct fetal growth impairment phenotypes&#44; with wasting representing the most severe cases&#46;<a class="elsevierStyleCrossRef" href="#bib0275"><span class="elsevierStyleSup">26</span></a> In an earlier study&#44; stunting affected 3&#46;8&#37; and wasting 3&#46;4&#37; of a low-risk population&#46;<a class="elsevierStyleCrossRef" href="#bib0220"><span class="elsevierStyleSup">15</span></a></p><p id="par0155" class="elsevierStylePara elsevierViewall">The observed prevalence rates of newborn phenotypes were relatively low&#44; especially for SGA and waisting&#44; as they are also lower than the cut-off points&#44; with clinical significance suggested by the WHO&#46;<a class="elsevierStyleCrossRef" href="#bib0160"><span class="elsevierStyleSup">3</span></a> Stunting at birth seems to have a relatively low prevalence&#44; even in low-income countries&#44; but it increases with gestational age &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0280"><span class="elsevierStyleSup">27</span></a> A possible explanation for the lower waisting value observed in the present study &#40;1&#46;5&#37;&#41; would be elective pregnancy termination due to fetal growth restriction&#46; This is confirmed by the 17&#37; higher cesarean rate at 33&#8211;37 weeks than at 38&#8211;42 weeks &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#44; data not shown&#41;&#46;</p><p id="par0160" class="elsevierStylePara elsevierViewall">From the point of view of clinical practice&#44; the IG-21 standard could underestimate the frequency of full-term and post-term LGA newborns in the BRISA-RP cohort&#44; with implications for the decline of controls and biochemical tests&#46; On the other hand&#44; using IG-21 would reduce the diagnosis of SGA up to full-term&#46; Although the mean variation in length was always less than 1<span class="elsevierStyleHsp" style=""></span>cm&#44; using IG-21 would increase the diagnosis of stunting throughout pregnancy&#46;</p><p id="par0165" class="elsevierStylePara elsevierViewall">Finally&#44; whereas the trajectory of the 3rd percentile of the HC parallel up to week 40&#44; the preterm NB showed a variation<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>1<span class="elsevierStyleHsp" style=""></span>cm with the BRISA-RP reference&#44; which may influence an overestimation of microcephaly&#44; currently the first step in the diagnosis of Zika virus infection&#46;</p><p id="par0170" class="elsevierStylePara elsevierViewall">It is recommended that the reference curves of each country be compared graphically and numerically with a standard &#40;such as the IG-21&#41; to detect adverse perinatal outcomes &#40;such as the phenotypes used in this study&#41; and their long-term effects&#46;<a class="elsevierStyleCrossRefs" href="#bib0285"><span class="elsevierStyleSup">28&#44;29</span></a> As with any international standard&#44; local validation is required before implementation&#46;</p><p id="par0175" class="elsevierStylePara elsevierViewall">The main strength of the study is its sample size&#44; with relatively recent data collected from a cohort study &#40;BRISA-RP&#41; following stringent and standardized methods&#44; from an unselected population of postpartum women&#46; The study demonstrates the practical application of recommended international growth standards to estimate the prevalence of four phenotypes&#46; However&#44; it is limited to a single municipality&#44; which prevents its generalization&#46;</p><p id="par0180" class="elsevierStylePara elsevierViewall">Despite the importance of comparing local populations with standard curves&#44; the use of both reference and standard curves for epidemiological studies still requires their validation through indicators of morbidity and mortality in newborns&#44; as well as the occurrence of chronic non-communicable diseases throughout the life cycle&#46;</p><p id="par0185" class="elsevierStylePara elsevierViewall">The NB of the BRISA-RP study&#44; when compared to the IG-21 standard&#44; are heavier&#44; longer&#44; and have a larger HC until they reach full-term&#46;</p></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0096">Funding</span><p id="par0190" class="elsevierStylePara elsevierViewall"><span class="elsevierStyleGrantSponsor" id="gs1">Funda&#231;&#227;o de Amparo &#224; Pesquisa do Estado de S&#227;o Paulo &#40;FAPESP&#41;</span>&#58; Process No&#46; 08&#47;53593-0&#46; <span class="elsevierStyleGrantSponsor" id="gs2">Funda&#231;&#227;o de Apoio ao Ensino&#44; Pesquisa e Assist&#234;ncia do Hospital das Cl&#237;nicas da Faculdade de Medicina de Ribeir&#227;o Preto da Universidade de S&#227;o Paulo &#40;FAEPA&#41;</span>&#46; Institutional Scientific Initiation Grant from USP&#46;</p></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Conflicts of interest</span><p id="par0195" class="elsevierStylePara elsevierViewall">The authors declare no conflicts of interest&#46;</p></span></span>"
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        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Objectives</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">&#40;a&#41; To determine the 3rd&#44; 50th&#44; and 97th percentiles of weight&#44; length&#44; and head circumference of newborns from the Ribeir&#227;o Preto BRISA cohort&#44; according to gender and gestational age&#44; and compare them with the Intergrowth-21st standard&#59; &#40;b&#41; To estimate the small for gestational age &#40;<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#41;&#44; large for gestational age &#40;<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>97th percentile&#41;&#44; stunting &#40;length<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#41;&#44; and wasting &#40;body mass index<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>3rd percentile&#41;&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Methods</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">Observational study of a cohort of 7702 newborns between 01&#47;01&#47;2010 and 12&#47;31&#47;2010 in the city of Ribeir&#227;o Preto&#44; SP&#44; Brazil&#46; The 3rd&#44; 50th&#44; and 97th percentiles were determined for the anthropometric measurements using fractional polynomial regression&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Results</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">The weight difference between Ribeir&#227;o Preto and Intergrowth-21st was small&#44; being more pronounced in preterm infants &#40;mean difference between the two populations of &#43;266<span class="elsevierStyleHsp" style=""></span>g&#41;&#59; for full-term newborns&#44; there was a mean difference of &#43;66<span class="elsevierStyleHsp" style=""></span>g&#44; and for post-term infants&#44; of &#8722;113<span class="elsevierStyleHsp" style=""></span>g&#46; For length&#44; the mean variation was always &#60;1<span class="elsevierStyleHsp" style=""></span>cm&#59; whereas for head circumference&#44; preterm newborns showed a variation &#62;1<span class="elsevierStyleHsp" style=""></span>cm&#44; and full-term and post-term newborns showed a variation of &#60;1<span class="elsevierStyleHsp" style=""></span>cm&#46; The small and large for gestational age detection rates were 2&#46;9&#37; and 4&#46;3&#37;&#44; respectively&#46; Stunting affected 6&#46;5&#37; of all newborns and wasting&#44; 1&#46;5&#37;&#44; with a predominance in girls and in full-term pregnancies&#59; both conditions were present in 0&#46;4&#37; of the sample&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusions</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">Newborns from Ribeir&#227;o Preto&#44; when compared to the Intergrowth-21 standard&#44; are heavier&#44; longer&#44; and have a larger head circumference until they reach full-term&#46;</p></span>"
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      "pt" => array:3 [
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        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Objetivos</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">Determinar os percentis 3&#44; 50 e 97 de peso&#44; comprimento e per&#237;metro cef&#225;lico de rec&#233;m-nascidos da Coorte BRISA Ribeir&#227;o Preto&#44; segundo sexo e idade gestacional&#44; e comparar com o padr&#227;o Intergrowth-21st&#59; b&#41; Estimar os fen&#243;tipos pequeno para idade gestacional &#40; &#60; percentil 3&#41;&#44; grande para idade gestacional &#40; &#62; percentil 97&#41;&#44; <span class="elsevierStyleItalic">stunting</span> &#40;comprimento &#60; percentil 3&#41; e <span class="elsevierStyleItalic">waisting</span> &#40;&#237;ndice de massa corporal &#60; percentil 3&#41;&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">M&#233;todo</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">Estudo observacional de uma coorte de 7&#46;702 rec&#233;m-nascidos entre 01&#47;01 e 31&#47;12&#47;2010 na cidade de Ribeir&#227;o Preto&#44; SP&#44; Brasil&#46; Os percentis 3&#44; 50 e 97 para as medidas antropom&#233;tricas foram determinados com regress&#227;o polinomial fracion&#225;ria&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Resultados</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">A diferen&#231;a de peso entre Ribeir&#227;o Preto e Intergrowth-21st foi pequena&#44; mais acentuada nos rec&#233;m-nascidos pr&#233;-termo &#40;diferen&#231;a m&#233;dia entre as duas popula&#231;&#245;es foi de &#43; 266 gramas&#41;&#59; para os rec&#233;m-nascidos a termo a diferen&#231;a m&#233;dia foi de &#43; 66 gramas e para os p&#243;s-termo de -113 gramas&#46; Para comprimento&#44; a varia&#231;&#227;o m&#233;dia foi sempre &#60; 1<span class="elsevierStyleHsp" style=""></span>cm&#59; enquanto que para per&#237;metro cef&#225;lico os rec&#233;m-nascidos pr&#233;-termo apresentaram varia&#231;&#227;o &#62; 1<span class="elsevierStyleHsp" style=""></span>cm e os rec&#233;m-nascidos a termo e p&#243;s-termo tiveram varia&#231;&#227;o &#60; 1<span class="elsevierStyleHsp" style=""></span>cm&#46; As taxas de detec&#231;&#227;o de pequeno e grande para idade gestacional foram 2&#44;9&#37; e 4&#44;3&#37;&#44; respectivamente&#46; <span class="elsevierStyleItalic">Stunting</span> afetou 6&#44;5&#37; de todos os rec&#233;m-nascidos e <span class="elsevierStyleItalic">waisting</span> 1&#44;5&#37;&#44; com predom&#237;nio em meninas e em gesta&#231;&#245;es a termo&#59; ambas as condi&#231;&#245;es estavam presentes em 0&#44;4&#37; da amostra&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclus&#245;es</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">Os rec&#233;m-nascidos de Ribeir&#227;o Preto&#44; quando comparados com o padr&#227;o Intergrowth-21st&#44; apresentam-se mais pesados&#44; mais longos e com maior circunfer&#234;ncia craniana at&#233; chegarem a termo&#46;</p></span>"
        "secciones" => array:4 [
          0 => array:2 [
            "identificador" => "abst0025"
            "titulo" => "Objetivos"
          ]
          1 => array:2 [
            "identificador" => "abst0030"
            "titulo" => "M&#233;todo"
          ]
          2 => array:2 [
            "identificador" => "abst0035"
            "titulo" => "Resultados"
          ]
          3 => array:2 [
            "identificador" => "abst0040"
            "titulo" => "Conclus&#245;es"
          ]
        ]
      ]
    ]
    "NotaPie" => array:2 [
      0 => array:2 [
        "etiqueta" => "&#9734;"
        "nota" => "<p class="elsevierStyleNotepara" id="npar0005">Please cite this article as&#58; Pimenta JR&#44; Grandi C&#44; Aragon DC&#44; Cardoso VC&#46; Comparison of birth weight&#44; length&#44; and head circumference between the BRISA-RP and Intergrowth-21st cohorts&#46; J Pediatr &#40;Rio J&#41;&#46; 2020&#59;96&#58;511&#8211;9&#46;</p>"
      ]
      1 => array:2 [
        "etiqueta" => "&#9734;&#9734;"
        "nota" => "<p class="elsevierStyleNotepara" id="npar0010">Study conducted at Universidade de S&#227;o Paulo &#40;USP&#41;&#44; Faculdade de Medicina de Ribeir&#227;o Preto &#40;FMRP&#41;&#44; Ribeir&#227;o Preto&#44; SP&#44; Brazil&#46;</p>"
      ]
    ]
    "apendice" => array:1 [
      0 => array:1 [
        "seccion" => array:1 [
          0 => array:4 [
            "apendice" => "<p id="par0305" class="elsevierStylePara elsevierViewall">The following are Supplementary data to this article&#58;<elsevierMultimedia ident="upi0005"></elsevierMultimedia></p>"
            "etiqueta" => "Appendix A"
            "titulo" => "Supplementary data"
            "identificador" => "sec0065"
          ]
        ]
      ]
    ]
    "multimedia" => array:5 [
      0 => array:7 [
        "identificador" => "fig0005"
        "etiqueta" => "Figure 1"
        "tipo" => "MULTIMEDIAFIGURA"
        "mostrarFloat" => true
        "mostrarDisplay" => false
        "figura" => array:1 [
          0 => array:4 [
            "imagen" => "gr1.jpeg"
            "Alto" => 4087
            "Ancho" => 1500
            "Tamanyo" => 174211
          ]
        ]
        "descripcion" => array:1 [
          "en" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Flowchart of the study population &#40;BRISA-RP cohort&#44; 2010&#41;&#46; GA&#44; gestational age&#59; NB&#44; newborn&#46;</p>"
        ]
      ]
      1 => array:7 [
        "identificador" => "fig0010"
        "etiqueta" => "Figure 2"
        "tipo" => "MULTIMEDIAFIGURA"
        "mostrarFloat" => true
        "mostrarDisplay" => false
        "figura" => array:1 [
          0 => array:4 [
            "imagen" => "gr2.jpeg"
            "Alto" => 3665
            "Ancho" => 2935
            "Tamanyo" => 771650
          ]
        ]
        "descripcion" => array:1 [
          "en" => "<p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">The 3rd&#44; 50th&#44; and 97th smoothed percentiles curves &#40;blue lines&#41; for birth weight&#44; birth length&#44; and head circumference at birth according to gestational age&#46; Empirical values are shown for each gestational week &#40;red circles&#41; and the actual observations &#40;gray circles&#41;&#46; BRISA-RP Cohort&#44; 2010&#46;</p>"
        ]
      ]
      2 => array:7 [
        "identificador" => "fig0015"
        "etiqueta" => "Figure 3"
        "tipo" => "MULTIMEDIAFIGURA"
        "mostrarFloat" => true
        "mostrarDisplay" => false
        "figura" => array:1 [
          0 => array:4 [
            "imagen" => "gr3.jpeg"
            "Alto" => 3659
            "Ancho" => 2917
            "Tamanyo" => 689861
          ]
        ]
        "descripcion" => array:1 [
          "en" => "<p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">Comparison of the 3rd&#44; 50th&#44; and 97th percentile curves of the BRISA-RP cohort with IG-21 by gestational age and gender&#46;</p>"
        ]
      ]
      3 => array:8 [
        "identificador" => "tbl0005"
        "etiqueta" => "Table 1"
        "tipo" => "MULTIMEDIATABLA"
        "mostrarFloat" => true
        "mostrarDisplay" => false
        "detalles" => array:1 [
          0 => array:3 [
            "identificador" => "at1"
            "detalle" => "Table "
            "rol" => "short"
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        ]
        "tabla" => array:2 [
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Article information
ISSN: 00217557
Original language: English
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