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<article article-type="research-article" dtd-version="1.1" specific-use="sps-1.9" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">rfmun</journal-id>
			<journal-title-group>
				<journal-title>Revista de la Facultad de Medicina</journal-title>
				<abbrev-journal-title abbrev-type="publisher">rev.fac.med.</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0120-0011</issn>
			<publisher>
				<publisher-name>Universidad Nacional de Colombia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15446/revfacmed.v71n4.102130</article-id>
                        <article-id pub-id-type="other">2</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Investigación original</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Age of pubertal height growth spurt in children and adolescents from Huila, Colombia</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Edad del estirón puberal en altura en niños, niñas y adolescentes de Huila, Colombia</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-7900-6872</contrib-id>
					<name>
						<surname>López-Laiseca</surname>
						<given-names>José David</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<xref ref-type="corresp" rid="c1"><sup>*</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0001-8786-3498</contrib-id>
					<name>
						<surname>Massuça</surname>
						<given-names>Luís Miguel</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
					<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>1</label>
				<institution content-type="original"> Universidade Lusófona - Faculty of Physical Education and Sports - Lisbon - Portugal.</institution>
				<institution content-type="normalized">Universidade Lusófona do Porto</institution>
				<institution content-type="orgname">Universidade Lusófona</institution>
				<institution content-type="orgdiv1">Faculty of Physical Education and Sports</institution>
				<addr-line>
					<city>Lisbon</city>
				</addr-line>
				<country country="PT">Portugal</country>
			</aff>
			<aff id="aff2">
				<label>2</label>
				<institution content-type="original"> Universidade Lusófona - Center for Research in Sports, Physical Education, Exercise and Health (CIDEFES) - Lisbon - Portugal.</institution>
				<institution content-type="normalized">Universidade Lusófona do Porto</institution>
				<institution content-type="orgname">Universidade Lusófona</institution>
				<institution content-type="orgdiv1">Center for Research in Sports, Physical Education</institution>
				<addr-line>
					<city>Lisbon</city>
				</addr-line>
				<country country="PT">Portugal</country>
			</aff>
			<aff id="aff3">
				<label>3</label>
				<institution content-type="original"> Instituto Superior de Ciências Policiais e Segurança Interna (ICPOL) - Lisbon - Portugal.</institution>
				<institution content-type="orgname">Instituto Superior de Ciências Policiais e Segurança Interna (ICPOL)</institution>
				<addr-line>
					<city>Lisbon</city>
				</addr-line>
				<country country="PT">Portugal</country>
			</aff>
			<author-notes>
				<corresp id="c1">
					<label>*</label><bold>Corresponding author:</bold> José David López-Laiseca. Faculdade de Educação Física e Desporto, Universidade Lusófona. Lisboa. Portugal. Email: <email>josedavidlpez01@yahoo.es</email>.</corresp>
				<fn fn-type="conflict" id="fn3">
					<label>Conflicts of interest</label>
					<p> None stated by the authors. </p>
				</fn>
			</author-notes>
			<pub-date date-type="pub" publication-format="electronic">
				<day>17</day>
				<month>07</month>
				<year>2024</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">
				<season>Oct-Dec</season>
				<year>2023</year>
			</pub-date>
			<volume>71</volume>
			<issue>4</issue>
			<elocation-id>102130</elocation-id>
			<history>
				<date date-type="received">
					<day>14</day>
					<month>04</month>
					<year>2022</year>
				</date>
				<date date-type="accepted">
					<day>22</day>
					<month>02</month>
					<year>2023</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title><italic>Abstract</italic></title>
				<sec>
					<title>Introduction: </title>
					<p>It has been reported that the height of children and adolescents (2-18 years) from Huila-Colombia is below the international reference values described by the Centers for Disease Control and Prevention (CDC) and the World Health Organization (WHO). However, information regarding the biological parameters of height growth spurt during puberty in this population is still limited. Objectives: To identify the age at minimal pre-spurt height velocity (AMHV), age at peak height velocity (APHV), and age at minimal pre-spurt height velocity return (AMHVR) in the population of Huila, Colombia, and to construct height velocity curves.</p>
				</sec>
				<sec>
					<title>Materials and methods: </title>
					<p>Cross-sectional analytical study conducted with data from 130 599 children and adolescents (males: n=65 467, females: n=65 132) registered between 2009 to 2016 in the Identification System of Potential Beneficiaries of Social Programs. Height growth velocity was calculated using the LMS method, and height growth velocity curves for each sex were created in the LMSchartmaker software. AMHV, APHV and AMHVR were compared with reference data reported by the CDC and the WHO. </p>
				</sec>
				<sec>
					<title>Results: </title>
					<p>AMHV, APHV and AMHVR occurs at the ages of 10, 12.9 and 15.1, respectively, in boys, and at the ages of 8.5, 10.5 and 12.6, respectively, in girls. Peak height velocity (PHV) was 7.1 and 6.6 cm/year, respectively. </p>
				</sec>
				<sec>
					<title>Conclusions: </title>
					<p>AMHV, AMHVR and APHV occurred first in girls than in boys. There was a marked difference in height growth patterns between sexes, and APHV was relatively early (in both sexes) compared to the reference values reported by the CDC and WHO.</p>
				</sec>
			</abstract>
			<trans-abstract xml:lang="es">
				<title><italic>Resumen</italic></title>
				<sec>
					<title>Introducción. </title>
					<p>Se ha reportado que la altura de los niños y adolescentes (2-18 años) del departamento del Huila (Colombia) está por debajo de las referencias internacionales descritas por el Centro para el Control y la Prevención de Enfermedades (CDC) y la Organización Mundial de la Salud (OMS). Sin embargo, la información relativa a los parámetros biológicos del estirón puberal en la altura sigue siendo limitada en esta población. </p>
				</sec>
				<sec>
					<title>Objetivos. </title>
					<p>Identificar la edad en la velocidad mínima de crecimiento en altura pre-estirón (AMHV), la edad en la velocidad máxima de crecimiento en altura (APHV) y la edad en el retorno a la velocidad mínima de crecimiento en altura pre-estirón (AMHVR) en población del Huila, y construir curvas de velocidad de crecimiento en altura.</p>
				</sec>
				<sec>
					<title>Materiales y métodos. </title>
					<p>Estudio analítico transversal realizado con datos de 130 599 niños, niñas y adolescentes (varones, n=65 467, mujeres, n=65 132) registrados entre 2009 y 2016 en el Sistema de Identificación de Potenciales Beneficiarios de los Programas Sociales. La velocidad de crecimiento en altura se calculó utilizando el método LMS y las curvas de velocidad de crecimiento en altura para cada sexo se crearon en el programa LMS Chart Maker. La AMHV, la APHV y la AMHVR se compararon con los datos de referencia del CDC y la OMS. </p>
				</sec>
				<sec>
					<title>Resultados. </title>
					<p>La AMHV ocurre a los 10 y 8.5 años en niños y niñas, respectivamente; la APHV, a los 12.9 y 10.5 años; la AMHVR, a los 15.1 y 12.6 años, y el pico de velocidad de crecimiento en altura (PHV) fue de 7.1cm/año y 6.6cm/año.</p>
				</sec>
				<sec>
					<title>Conclusiones. </title>
					<p>La AMHV, la AMHVR y la APHV ocurrieron primero en las niñas que en los niños; hubo una marcada diferencia en los patrones de crecimiento en altura entre sexos, y la APHV fue relativamente temprana (en ambos sexos) en comparación con los valores de referencia reportados por el CDC y la OMS.</p>
				</sec>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Body Height</kwd>
				<kwd>Growth and Development</kwd>
				<kwd>Adolescent Development</kwd>
				<kwd>Growth charts (MeSH)</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>Altura corporal</kwd>
				<kwd>Crecimiento y desarrollo</kwd>
				<kwd>Desarrollo del adolescente</kwd>
				<kwd>Gráficos de crecimiento (DeCS)</kwd>
			</kwd-group>
			<counts>
				<fig-count count="5"/>
				<table-count count="4"/>
				<equation-count count="0"/>
				<ref-count count="52"/>
				<page-count count="0"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>Introduction</title>
			<p>Puberty is a stage during which substantial physical, biological, and psychological changes occur,<xref ref-type="bibr" rid="B1"><sup>1</sup></xref> so height growth patterns in this period are a key focus of adolescent health. <xref ref-type="bibr" rid="B2"><sup>2</sup></xref> Secular changes in the height of populations in different countries have been reported since the 1960s; <xref ref-type="bibr" rid="B3"><sup>3</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B4"><sup>4</sup></xref> however, this phenomenon has slowed or even stopped in many countries, so current studies on the growth and development of children and adolescents can serve as important tools in the clinical evaluation of this population. <xref ref-type="bibr" rid="B5"><sup>5</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B6"><sup>6</sup></xref>
			</p>
			<p>One of the hallmarks of puberty is the occurrence of a period of accelerated growth. In this regard, it has been observed that age at peak height velocity (APHV) provides an objective measure to determine the time at which puberty occurs. <xref ref-type="bibr" rid="B1"><sup>1</sup></xref> Therefore, it should be noted that the annual increases in which height velocity (HV) values rise sharply are key aspects to study the maturation status of children and adolescents and determine the onset of puberty.<xref ref-type="bibr" rid="B7"><sup>7</sup></xref> In fact, growth descriptions incorporating age at minimal pre-spurt height velocity (AMHV) and APHV have been increasingly used to study the growth spurt interval, which occurs approximately between the ages of 12 and 15 years, <xref ref-type="bibr" rid="B8"><sup>8</sup></xref><sup>-</sup><xref ref-type="bibr" rid="B11"><sup>11</sup></xref> and are particularly valuable to clinicians as references for expected growth. <sup>(</sup><xref ref-type="bibr" rid="B12"><sup>12</sup></xref>
			</p>
			<p>While international references such as those of the Centers for Disease Control and Prevention (CDC) <xref ref-type="bibr" rid="B13"><sup>13</sup></xref> and the World Health Organization (WHO) <xref ref-type="bibr" rid="B14"><sup>14</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B45"><sup>45</sup></xref> are useful for comparing growth between regions or countries, they may not be appropriate for clinical assessment of growth in populations of certain countries. <xref ref-type="bibr" rid="B16"><sup>16</sup></xref><sup>-</sup><xref ref-type="bibr" rid="B21"><sup>21</sup></xref> For this reason, it is necessary to conduct local studies on growth patterns to establish reference values that more accurately describe the physical development of children and adolescents in a given context.</p>
			<p>In Colombia, some studies have been carried out on this subject. For example, in 2021, López-Laiseca &amp; Massuça<xref ref-type="bibr" rid="B22"><sup>22</sup></xref> conducted a systematic literature review (18 articles) that aimed to identify and summarize original research studies on basic body dimensions in children and adolescents aged 2 to 18 years, with emphasis on the Colombian population. Likewise, in 2023, these same authors published a study in which they established percentile growth references for height, weight and body mass index of children and adolescents between 2 and 18 years of age in the department of Huila (n=130 599), demonstrating that the height of this population is below the international references described by the CDC and WHO. <xref ref-type="bibr" rid="B23"><sup>23</sup></xref>
			</p>
			<p>In view of the above, authors such as Yoshii &amp; Tanaka<xref ref-type="bibr" rid="B24"><sup>24</sup></xref> point out that standard growth charts are essential for evaluating an individual's growth. However, the growth patterns underlying these observations remain limited as they have not been fully described, so their clinical significance is still unclear. Thus, it seems appropriate to respond to the needs of researchers and local physicians in Colombia by presenting a detailed description of the biological parameters of growth spurts during puberty in terms of height or stature (AMHV, APHV, and age at minimal pre-spurt height velocity return [AMHVR]), which would facilitate (and expand) the direct comparison of height growth in children and adolescents in the department of Huila with the CDC<xref ref-type="bibr" rid="B13"><sup>13</sup></xref> and WHO references. <xref ref-type="bibr" rid="B14"><sup>14</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B15"><sup>15</sup></xref>
			</p>
			<p>Considering the foregoing, the objectives of the present study were to identify AMHV, APHV and AMHVR in the population of Huila, and to construct height velocity curves.</p>
		</sec>
		<sec sec-type="materials|methods">
			<title>Materials and methods</title>
			<sec>
				<title>Study type</title>
				<p>Cross-sectional analytical study.</p>
			</sec>
			<sec>
				<title>Data analyzed</title>
				<p>The calculation of HV and the plotting of its curves were based on data collected from a total of 130 599 children and adolescents between 2 and 18 years of age (males: n=65 467; females: n=65 132) users of public health institutions in the 37 municipalities of the department of Huila. This sample consists of children and adolescents from rural and urban areas and from low- and middle-income households registered between 2009 and 2016 in the Identification System of Potential Beneficiaries of Social Programs. Data were provided by the Ministry of Health of the Department of Huila as reported in the letter of authorization to use the data under file No. 2017sal00002074-1 dated February 22, 2017. The distribution of participants by age group and sex is presented in <xref ref-type="table" rid="t1">Table 1</xref>.</p>
				<p>
					<table-wrap id="t1">
						<label>Table 1</label>
						<caption>
							<title>Distribution of the sample by age and sex.</title>
						</caption>
						<table>
							<colgroup>
								<col/>
								<col span="2"/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">Age (years)</th>
									<th align="center" colspan="2">Sex </th>
									<th align="center">Total</th>
								</tr>
								<tr>
									<th align="center"> </th>
									<th align="center">Male</th>
									<th align="center">Female</th>
									<th align="center"> </th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center">2.0</td>
									<td align="center">94</td>
									<td align="center">80</td>
									<td align="center">174</td>
								</tr>
								<tr>
									<td align="center">2.5</td>
									<td align="center">58</td>
									<td align="center">56</td>
									<td align="center">114</td>
								</tr>
								<tr>
									<td align="center">3.0</td>
									<td align="center">53</td>
									<td align="center">74</td>
									<td align="center">127</td>
								</tr>
								<tr>
									<td align="center">3.5</td>
									<td align="center">64</td>
									<td align="center">66</td>
									<td align="center">130</td>
								</tr>
								<tr>
									<td align="center">4.0</td>
									<td align="center">58</td>
									<td align="center">66</td>
									<td align="center">124</td>
								</tr>
								<tr>
									<td align="center">4.5</td>
									<td align="center">59</td>
									<td align="center">57</td>
									<td align="center">116</td>
								</tr>
								<tr>
									<td align="center">5.0</td>
									<td align="center">4 656</td>
									<td align="center">4 527</td>
									<td align="center">9 183</td>
								</tr>
								<tr>
									<td align="center">5.5</td>
									<td align="center">9 740</td>
									<td align="center">9 394</td>
									<td align="center">19 134</td>
								</tr>
								<tr>
									<td align="center">6.0</td>
									<td align="center">9 635</td>
									<td align="center">9 137</td>
									<td align="center">18 772</td>
								</tr>
								<tr>
									<td align="center">6.5</td>
									<td align="center">8 961</td>
									<td align="center">8 421</td>
									<td align="center">17 382</td>
								</tr>
								<tr>
									<td align="center">7.0</td>
									<td align="center">8 234</td>
									<td align="center">7 777</td>
									<td align="center">16 011</td>
								</tr>
								<tr>
									<td align="center">7.5</td>
									<td align="center">4 096</td>
									<td align="center">4 154</td>
									<td align="center">8 250</td>
								</tr>
								<tr>
									<td align="center">8.0</td>
									<td align="center">4 752</td>
									<td align="center">4 755</td>
									<td align="center">9 507</td>
								</tr>
								<tr>
									<td align="center">8.5</td>
									<td align="center">3 502</td>
									<td align="center">3 373</td>
									<td align="center">6 875</td>
								</tr>
								<tr>
									<td align="center">9.0</td>
									<td align="center">3 978</td>
									<td align="center">3 823</td>
									<td align="center">7 801</td>
								</tr>
								<tr>
									<td align="center">9.5</td>
									<td align="center">2 582</td>
									<td align="center">2 624</td>
									<td align="center">5 206</td>
								</tr>
								<tr>
									<td align="center">10.0</td>
									<td align="center">1 538</td>
									<td align="center">1 432</td>
									<td align="center">2 970</td>
								</tr>
								<tr>
									<td align="center">10.5</td>
									<td align="center">529</td>
									<td align="center">544</td>
									<td align="center">1 073</td>
								</tr>
								<tr>
									<td align="center">11.0</td>
									<td align="center">356</td>
									<td align="center">407</td>
									<td align="center">763</td>
								</tr>
								<tr>
									<td align="center">11.5</td>
									<td align="center">222</td>
									<td align="center">306</td>
									<td align="center">528</td>
								</tr>
								<tr>
									<td align="center">12.0</td>
									<td align="center">186</td>
									<td align="center">284</td>
									<td align="center">470</td>
								</tr>
								<tr>
									<td align="center">12.5</td>
									<td align="center">160</td>
									<td align="center">259</td>
									<td align="center">419</td>
								</tr>
								<tr>
									<td align="center">13.0</td>
									<td align="center">191</td>
									<td align="center">239</td>
									<td align="center">430</td>
								</tr>
								<tr>
									<td align="center">13.5</td>
									<td align="center">116</td>
									<td align="center">239</td>
									<td align="center">355</td>
								</tr>
								<tr>
									<td align="center">14.0</td>
									<td align="center">241</td>
									<td align="center">412</td>
									<td align="center">653</td>
								</tr>
								<tr>
									<td align="center">14.5</td>
									<td align="center">330</td>
									<td align="center">481</td>
									<td align="center">811</td>
								</tr>
								<tr>
									<td align="center">15.0</td>
									<td align="center">191</td>
									<td align="center">340</td>
									<td align="center">531</td>
								</tr>
								<tr>
									<td align="center">15.5</td>
									<td align="center">132</td>
									<td align="center">312</td>
									<td align="center">444</td>
								</tr>
								<tr>
									<td align="center">16.0</td>
									<td align="center">157</td>
									<td align="center">282</td>
									<td align="center">439</td>
								</tr>
								<tr>
									<td align="center">16.5</td>
									<td align="center">129</td>
									<td align="center">266</td>
									<td align="center">395</td>
								</tr>
								<tr>
									<td align="center">17.0</td>
									<td align="center">180</td>
									<td align="center">350</td>
									<td align="center">530</td>
								</tr>
								<tr>
									<td align="center">17.5</td>
									<td align="center">199</td>
									<td align="center">375</td>
									<td align="center">574</td>
								</tr>
								<tr>
									<td align="center">18.0</td>
									<td align="center">88</td>
									<td align="center">220</td>
									<td align="center">308</td>
								</tr>
								<tr>
									<td align="center">Total</td>
									<td align="center">65 467</td>
									<td align="center">65 132</td>
									<td align="center">130 599</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN1">
								<p>Source: Own elaboration.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>Geographic distribution of the population</title>
				<p>The department of Huila is located in southern Colombia and comprises 37 municipalities grouped into 4 regions: center, north, west, and south (<xref ref-type="fig" rid="f1">Figure 1</xref>). Huila is characterized by its diverse climates and the temperature varies depending on altitude. According to the 2005 census conducted by the National Administrative Department of Statistics (DANE by its acronym in Spanish), <xref ref-type="bibr" rid="B25"><sup>25</sup></xref> the census population in Huila was 1 001 476 inhabitants (adjusted population as of June 30, 2005, 1 011 418 inhabitants), of which 600 801 lived in the municipal seats and 400 675 in the rest of the territory. Ethnically, the population is divided into mestizos (97.8%), Afro-descendants (1.2%), and indigenous people (1.0%).</p>
				<p>
					<fig id="f1">
						<label>Figure 1</label>
						<caption>
							<title>Geographic characterization of the department of Huila, Colombia.</title>
						</caption>
						<graphic xlink:href="0120-0011-rfmun-71-04-102130-gf1.png"/>
						<attrib>Source: Own elaboration.</attrib>
					</fig>
				</p>
			</sec>
			<sec>
				<title>Age at peak height velocity</title>
				<p>HV was defined as the difference between heights at two age points, one year apart, and peak height velocity (PHV) as the maximum HV value. APHV was determined by calculating the difference between PHV and HV during the year before/after PHV age using the formula x-[y<sup>2</sup>/(y<sup>1+</sup>y<sup>2</sup>)], where x, y1 and y2 are defined as the age at PHV, the absolute value of the difference between PHV and HV one year before the age at PHV, and the absolute value of the difference between PHV and HV one year after the age at PHV, respectively<xref ref-type="bibr" rid="B24"><sup>24</sup></xref> (<xref ref-type="fig" rid="f2">Figure 2</xref>).</p>
				<p>
					<fig id="f2">
						<label>Figure 2</label>
						<caption>
							<title>Method for estimating age at peak height velocity.</title>
						</caption>
						<graphic xlink:href="0120-0011-rfmun-71-04-102130-gf2.png"/>
						<attrib>Note: The solid line represents the assumed height growth velocity curve.</attrib>
						<attrib>Source: Own elaboration.</attrib>
					</fig>
				</p>
			</sec>
			<sec>
				<title>Growth spurt</title>
				<p>After estimating the APHV, the following parameters were calculated and/or determined: (i) AMHV, defined as the age at the beginning of the growth spurt; (ii) AMHVR, defined as the age at which the end of the growth spurt occurs and represents a measure of its duration; (iii) height at 4 years of age (H4); (iv) height at minimal pre-spurt height velocity (HMHV); (v) height at peak height velocity (HPHV); (vi) height at minimal pre-spurt height velocity return (HMHVR), defined as height at the end of the growth spurt; (vii) height at 18 years of age (H18); (viii) prepubertal height velocity at age 4-6 (PV), defined as the average annual increase between the ages of 4 and 6 years.; (ix) minimal pre-spurt height velocity (MHV), which represents the beginning of accelerated growth; (x) PHV; (xi) peak height (PH), which is defined as the increase in height growth velocity during the growth spurt and is determined by the formula PHV-MHV; (xii) peak basis (PB), which is calculated using the formula AM-HVR-AMHV and is a measure of the duration of the spurt; and (xiii) peak area (PAR), which is estimated with the formula PHxPB and is a measure of the intensity of the growth spurt.<xref ref-type="bibr" rid="B26"><sup>26</sup></xref> Furthermore, the age at which the last increase in height growth occurred was determined. <xref ref-type="bibr" rid="B26"><sup>26</sup></xref>
					<xref ref-type="fig" rid="f3">Figure 3</xref> presents the parameters considered in the height growth increment analysis.</p>
				<p>
					<fig id="f3">
						<label>Figure 3</label>
						<caption>
							<title>Parameters considered in the analysis of growth spurt.</title>
						</caption>
						<graphic xlink:href="0120-0011-rfmun-71-04-102130-gf3.png"/>
						<attrib>AMHV: age at minimal pre-spurt height velocity (years); AMHVR: age at minimal pre-spurt height velocity return (years); APHV: age at peak height velocity (years); H4: height at 4 years of age (cm); HMHV: height at minimal pre-spurt height velocity (cm); HMHVR: age at minimal pre-spurt height velocity return (cm); HPHV: height at peak height velocity (cm); MHV: minimal pre-spurt height velocity (cm/year); MHVR: minimal pre-spurt height velocity return (cm/ year); PAR: peak area (cm<sup>2</sup>); PB: peak basis (years); PH: peak height (cm/ year); PHV: peak height velocity (cm/year); PV: prepubertal height velocity at age 4-6 (cm/year). </attrib>
						<attrib>Source: Own elaboration.</attrib>
					</fig>
				</p>
			</sec>
			<sec>
				<title>Statistical analysis</title>
				<p>HV was calculated using the least median of squares (LMS) method. In addition, Box-Cox transformations were used to fit the data to a normal distribution.<xref ref-type="bibr" rid="B27"><sup>27</sup></xref> L, M, and S values were smoothed for each age and sex range. <xref ref-type="bibr" rid="B28"><sup>28</sup></xref> Sex-specific HV reference ranges were constructed using the LMS method and LMSchartmaker Pro version 2.54 (Medical Research Council, London, UK) <xref ref-type="bibr" rid="B29"><sup>29</sup></xref> with three curves representing skewness (L-curve), median (M-curve), and coefficient of variation (S-curve).</p>
				<p>The distance curves for height and HV were constructed based on the work of López-Laiseca &amp; Massuça<xref ref-type="bibr" rid="B23"><sup>23</sup></xref> and Yoshii &amp; Tanaka. <xref ref-type="bibr" rid="B24"><sup>24</sup></xref> The following parameters were considered in the analysis of HV curves: AMHV, APHV, AMHVR, H4, HMHV, HPHV, HMHVR, H18, PV, MHV, PHV, PH, PH, PB, and PAR <xref ref-type="fig" rid="f3">Figure 3</xref> and <xref ref-type="table" rid="t2">Table 2</xref>). <xref ref-type="bibr" rid="B26"><sup>26</sup></xref> In addition, the AMHV, APHV and AMHVR parameters were compared with CDC<xref ref-type="bibr" rid="B13"><sup>13</sup></xref> and WHO reference data, <xref ref-type="bibr" rid="B14"><sup>14</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B15"><sup>15</sup></xref> and the age at which the last increase in height growth occurred was determined.</p>
			</sec>
			<sec>
				<title>Ethical considerations</title>
				<p>The study followed the ethical principles for biomedical research involving human subjects established in the Declaration of Helsinki<xref ref-type="bibr" rid="B30"><sup>30</sup></xref> and the scientific, technical and administrative standards for health research of Resolution 8430 of 1993 issued by the Colombian Ministry of Health. <xref ref-type="bibr" rid="B31"><sup>31</sup></xref> Furthermore, it was approved by the Research Ethics Committee of the Caribbean Foundation for Biomedical Research BIOS by means of minutes No. 0127 of July 31, 2015.</p>
			</sec>
		</sec>
		<sec sec-type="results">
			<title>Results</title>
			<p>Of the 130 599 children and adolescents, 50.13% were boys and the following observations were made. In boys, HV started at age 10 (AMHV) and ended at age 15.1 (AMHVR), the maximum height growth velocity occurred at age 12.9 (APHV; PHV=7.1cm/year), and the last increase in height occurred at age 17.5. In girls, the age of growth spurt onset was 8.5 years (AMHV) and ended at 12.6 years (AMHVR), the maximum height growth velocity occurred at 10.5 years (APHV; PHV=6.6cm/year), and the last increase in height occurred at 16.9 years.</p>
			<p>The height growth patterns of boys and girls reveal that: (i) AMHV in girls occurred 1.5 years earlier than in boys; (ii) APHV in girls occurred 2.4 years earlier than in boys (PHV=6.6cm/year); (iii) AMHVR in girls was 2.5 years earlier than in boys (15.1 years); (iv) PB was 0.9 years longer in boys than in girls (2.9 years and 2.0 years, respectively); and (v) PH was higher in boys (+1.1cm/year; boys: 2.3cm/year, girls: 1.2cm/year).</p>
			<p>The height spurt increment parameters are summarized in <xref ref-type="table" rid="t2">Table 2</xref>.</p>
			<p>
				<table-wrap id="t2">
					<label>Table 2</label>
					<caption>
						<title>Height growth spurt parameters of children and adolescents in Huila, Colombia.</title>
					</caption>
					<graphic xlink:href="0120-0011-rfmun-71-04-102130-gt2.jpg"/>
					<table-wrap-foot>
						<fn id="TFN2">
							<p>Source: Own elaboration.</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>Reference values for height and HV curves aligned according to the distance from APHV are presented in <xref ref-type="table" rid="t3">Table 3</xref> and <xref ref-type="fig" rid="f4">Figure 4</xref>, respectively.</p>
			<p>
				<fig id="f4">
					<label>Figure 4</label>
					<caption>
						<title>Height growth velocity curves aligned according to the distance from the age at peak height velocity in boys, girls and adolescents of Huila, Colombia.</title>
					</caption>
					<graphic xlink:href="0120-0011-rfmun-71-04-102130-gf4.png"/>
					<attrib>Blue: male; Pink: female.</attrib>
					<attrib>Source: Own elaboration.</attrib>
					<attrib>Note: Distance curves for height (left y-axis) indicate the height attained at a given age, and velocity curves (right y-axis) indicate the growth rate at a given age. </attrib>
				</fig>
			</p>
			<p>
				<table-wrap id="t3">
					<label>Table 3</label>
					<caption>
						<title>Reference values for height (cm) of children and adolescents in Huila, Colombia, according to the distance from age at peak height velocity.</title>
					</caption>
					<graphic xlink:href="0120-0011-rfmun-71-04-102130-gt3.jpg"/>
					<table-wrap-foot>
						<fn id="TFN3">
							<p>L: skewness; M: median; S: coefficient of variation; P50: 50<sup>th</sup> percentile. </p>
						</fn>
						<fn id="TFN4">
							<p>Source: Own elaboration.</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>The height growth curve shows that, in the 50<sup>th</sup> percentile, the height of girls increased before that of boys (<xref ref-type="fig" rid="f5">Figure 5</xref>). Likewise, it can be observed that girls entered the growth spurt earlier and have a higher height growth rate than boys in the same period, with their height being higher than that of boys from the age of 8.5 years (first point of intersection). However, as boys began to enter the growth spurt, the height growth rate accelerated, with boys' height surpassing that of girls at age 13.5 years (APHV), creating the second point of intersection. From this age on, the gap between the height of boys and girls continued to widen until the age of 18 (168.6cm and 157.5cm).</p>
			<p>
				<fig id="f5">
					<label>Figure 5</label>
					<caption>
						<title>Distance and growth velocity curves for height of children and adolescents in Huila, Colombia.</title>
					</caption>
					<graphic xlink:href="0120-0011-rfmun-71-04-102130-gf5.jpg"/>
					<attrib>Source: Own elaboration.</attrib>
				</fig>
			</p>
		</sec>
		<sec sec-type="discussion">
			<title>Discussion</title>
			<p>The present study found that in boys: (i) HV begins at 10 years of age (AMHV) and ends at 15.1 years of age (AMHVR), (ii) APHV occurs at 12.9 years of age (PHV=7.1cm/year), and (iii) the last increase in height occurs at 17.5 years of age. In turn, in girls, it was found that: (i) HV begins at 8.5 years of age (AMHV) and ends at 12.6 years of age (AMHVR), (ii) APHV occurs at 10.5 years of age (PHV=6.6cm/year), and (iii) the last increase in height occurs at 16.9 years of age. Thus, it should be noted that: (i) AMHV, APHV and AMHVR in girls occur 1.5, 2.4 and 2.5 years earlier than in boys, respectively, and (ii) PHV in boys is longer (PB: +0.9 years) and more intense (PAR: +1.1 cm/year) than in girls.</p>
			<p>In this regard, marked sex differences were observed, with AMHV and APHV in girls occurring earlier than in boys. This is consistent with what has been described in the literature, as Malina <italic>
 <italic>et al.</italic>
</italic><xref ref-type="bibr" rid="B32"><sup>32</sup></xref> had already reported that girls start their period of adolescence two years earlier than boys on average and that, therefore, they reach the peak of growth earlier.</p>
			<p>In fact, in the HV curve presented in <xref ref-type="fig" rid="f5">Figure 5</xref>, it is observed that: (i) PHV occurred earlier in girls, because girls entered their growth spurt earlier and their height growth velocity was higher than that of boys in the same period; (ii) girls began to have greater increases in growth (height) and surpassed boys at 8.5 years of age (first point of intersection); (iii) as boys began to enter the growth spurt, the height growth velocity accelerated, while PB duration and PHV were higher than those of girls, causing the height of boys to exceed that of girls at 13.5 years of age (second point of intersection), and (iv) after that, the height gap between boys and girls continued to widen until age 18 (boys are +10.8cm taller than girls).</p>
			<p>The APVH findings (12.9 years in boys and 10.5 years in girls) are in agreement with those reported by Marín <italic>
 <italic>et</italic> 
</italic> al. <xref ref-type="bibr" rid="B33"><sup>33</sup></xref> in a study conducted in 156 boys and 152 girls aged 8, 12, 14 and 17 years in the Aburrá Valley (Colombia), where it was found that the greatest increase in height occurred between the ages of 8 and 12 in girls and 8 and 14 in boys. Furthermore, in the present study, APHV occurred 2 and 2.9 years after AMHV in girls and boys, respectively, which is consistent with reports by the CDC<xref ref-type="bibr" rid="B13"><sup>13</sup></xref> (2.3 years in girls and 2.9 years in boys) and WHO<xref ref-type="bibr" rid="B14"><sup>14</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B15"><sup>15</sup></xref> (3 years in girls and 3.4 years in boys) (<xref ref-type="table" rid="t4">Table 4</xref>).</p>
			<p>
				<table-wrap id="t4">
					<label>Table 4</label>
					<caption>
						<title>Growth velocity parameters from the Centers for Disease Control and Prevention and the World Health Organization and from the present study (children and adolescents from Huila, Colombia).</title>
					</caption>
					<table>
						<colgroup>
							<col/>
							<col span="3"/>
							<col span="3"/>
						</colgroup>
						<thead>
							<tr>
								<th align="center">Parameters</th>
								<th align="center" colspan="3">Boys </th>
								<th align="center" colspan="3">Girls </th>
							</tr>
							<tr>
								<th align="center"> </th>
								<th align="center">Huila</th>
								<th align="center">CDC</th>
								<th align="center">WHO</th>
								<th align="center">Huila</th>
								<th align="center">CDC</th>
								<th align="center">WHO</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">AMHV (years)</td>
								<td align="center">10.0</td>
								<td align="center">10.4</td>
								<td align="center">9.7</td>
								<td align="center">8.5</td>
								<td align="center">9.3</td>
								<td align="center">8.0</td>
							</tr>
							<tr>
								<td align="left">APHV (years)</td>
								<td align="center">12.9</td>
								<td align="center">13.3</td>
								<td align="center">13.1</td>
								<td align="center">10.5</td>
								<td align="center">11.6</td>
								<td align="center">11.0</td>
							</tr>
							<tr>
								<td align="left">AMHVR (years)</td>
								<td align="center">15.1</td>
								<td align="center">15.0</td>
								<td align="center">14.8</td>
								<td align="center">12.6</td>
								<td align="center">12.9</td>
								<td align="center">12.2</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn id="TFN5">
							<p>CDC: Centers for Disease Control and Prevention; WHO: World Health Organization; AMHV: age at minimal pre-spurt height velocity; APHV: age at peak height velocity; AMHVR: age at minimal pre-spurt height velocity return. </p>
						</fn>
						<fn id="TFN6">
							<p>Source: Elaborated based on Kuczmarski <italic>
 <italic>et al.,</italic>
</italic><xref ref-type="bibr" rid="B13"><sup>13</sup></xref> de Onis <italic>
 <italic>et al.,</italic>
</italic><xref ref-type="bibr" rid="B14"><sup>14</sup></xref> and WHO Multicentre Growth Reference Study Group. <xref ref-type="bibr" rid="B15"><sup>15</sup></xref>
							</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>In relation to what has been described in international studies, the APHV of children in Huila (12.9 years) is found to be: (i) between 0.8 and 1.4 years below that reported for this population in the United States (13.8 and 13.70 years), <xref ref-type="bibr" rid="B34"><sup>34</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B35"><sup>35</sup></xref> Canada (13.9 years), <xref ref-type="bibr" rid="B36"><sup>36</sup></xref> India (14.3 years), <xref ref-type="bibr" rid="B37"><sup>37</sup></xref> Switzerland (13.9 years), <xref ref-type="bibr" rid="B38"><sup>38</sup></xref> England (14.12 and 13.91 years), <xref ref-type="bibr" rid="B39"><sup>39</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B40"><sup>40</sup></xref> and Brazil (13.9 years); <xref ref-type="bibr" rid="B41"><sup>41</sup></xref> (ii) between 0.1 and 0.5 years below that reported in Canadian (13.4 years), <xref ref-type="bibr" rid="B42"><sup>42</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B43"><sup>43</sup></xref> Brazilian (13.4 years), <xref ref-type="bibr" rid="B36"><sup>36</sup></xref> Portuguese (13.0 and 13.4 years), <xref ref-type="bibr" rid="B43"><sup>43</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B44"><sup>44</sup></xref> and Japanese (13.0 years) children; <xref ref-type="bibr" rid="B45"><sup>45</sup></xref> and (iii) between 0.4 and 0.7 years above that reported in Brazilian (12.5 years) <xref ref-type="bibr" rid="B46"><sup>46</sup></xref> and Japanese (12.2 years) children. <xref ref-type="bibr" rid="B47"><sup>47</sup></xref>
			</p>
			<p>In the case of girls, APVH (10.5 years) is found to be: (i) between 1.5 and 2.0 years below that reported for this population in the United States (12.5 years), <xref ref-type="bibr" rid="B34"><sup>34</sup></xref> India (12.4 years), <xref ref-type="bibr" rid="B37"><sup>37</sup></xref> Switzerland (12.2 years), <xref ref-type="bibr" rid="B48"><sup>48</sup></xref> and England (11.99 years); <xref ref-type="bibr" rid="B39"><sup>39</sup></xref> (ii) between 0.7 and 1.4 years below that reported for girls in England (12 years), <xref ref-type="bibr" rid="B40"><sup>40</sup></xref> Canada (11.8 and 11.7 years), <xref ref-type="bibr" rid="B42"><sup>42</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B43"><sup>43</sup></xref> United States (11.6 years), <xref ref-type="bibr" rid="B35"><sup>35</sup></xref> Japan (11.2 years), <xref ref-type="bibr" rid="B45"><sup>45</sup></xref> Brazil (11.6 years), <xref ref-type="bibr" rid="B41"><sup>41</sup></xref> and Poland (11.9 years); <xref ref-type="bibr" rid="B9"><sup>9</sup></xref> (iii) 0.2 years above that of Japanese girls (10.3 years); <xref ref-type="bibr" rid="B47"><sup>47</sup></xref> and (iv) similar to that reported for Brazilian girls (10.5 years). <xref ref-type="bibr" rid="B46"><sup>46</sup></xref>
			</p>
			<p>Furthermore, PHV was 7.1cm/year in boys and 6.6cm/year in girls. Even though this value for children is consistent with that found in international studies where a PHV between 7.3cm/year and 10.4cm/year is reported (i.e., 7.3cm/year in Japan, <xref ref-type="bibr" rid="B41"><sup>41</sup></xref> 8.17cm/year in Portugal, <xref ref-type="bibr" rid="B36"><sup>36</sup></xref> 8.49cm/year in Brazil, <xref ref-type="bibr" rid="B36"><sup>36</sup></xref> 9.92cm/year in Canada, <xref ref-type="bibr" rid="B36"><sup>36</sup></xref> 9.79cm/year in England, <xref ref-type="bibr" rid="B39"><sup>39</sup></xref> and 10.4cm/year in Canada<xref ref-type="bibr" rid="B42"><sup>42</sup></xref>, it is lower in girls, as the values reported for this population worldwide vary between 7.1cm/year and 9.0cm/year (i.e., 8.1cm/year in England, <xref ref-type="bibr" rid="B40"><sup>40</sup></xref> 8.6cm/year in Canada, <xref ref-type="bibr" rid="B42"><sup>42</sup></xref> and 9.02cm/year in Japan). <xref ref-type="bibr" rid="B47"><sup>47</sup></xref>
			</p>
			<p>Considering the foregoing, it can be stated that the APHV and PHV of children and adolescents in Huila are lower (earlier maturation) than the APHV and PHV described in most of the previously mentioned international studies. Reasons that may account (directly or indirectly) for variability in height growth and pubertal maturation include: sex, genetics, nutrition, endocrine regulation, physical activity, and ethnicity; <xref ref-type="bibr" rid="B49"><sup>49</sup></xref> urbanization of area of residence, health networks, and access to primary health care, <xref ref-type="bibr" rid="B50"><sup>50</sup></xref><sup>,</sup><xref ref-type="bibr" rid="B51"><sup>51</sup></xref> and/or secular trend. <xref ref-type="bibr" rid="B52"><sup>52</sup></xref> Thus, the study of the variables listed above and the regular review of the growth charts are relevant contributions to improve the understanding of the variation in child development. <xref ref-type="bibr" rid="B49"><sup>49</sup></xref>
			</p>
			<p>The main strengths of the present study are: (i) the large sample size; (ii) the use of the LMS method, which allows to create growth curves for height with normalized data by adjusting the skewness of the data that could be involved in the height variable (since the variation in HV is not constant as age and pubertal status change), and (iii) being the first and largest study that shows the height growth patterns during puberty for boys, girls, and adolescents in Huila. However, this study has some weaknesses, namely that only cross-sectional growth data were included due to its design and that etiological factors were not considered in the analysis (e.g., altitude of the region, or ethnic and racial populations).</p>
			<p>Accordingly, and given that knowledge of the biological parameters of height growth during puberty allows us to understand the variation in child development (with an impact on health, education, sports practice, among other areas, in this population), we propose to conduct a large-scale longitudinal study to confirm these findings and study the (complex) effect of etiological factors.</p>
		</sec>
		<sec sec-type="conclusions">
			<title>Conclusion</title>
			<p>The following are the findings of the present study: (i) AMHV, AMHVR and APHV occurred earlier in girls than in boys; (ii) there is a marked difference in height growth patterns between sexes; and (iii) APHV occurred relatively early (in both sexes) compared to the reference values reported by the CDC and WHO. Finally, the reference values established here may be useful for assessing height growth patterns during puberty in this population.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>Acknowledgments</title>
			<p>To the Ministry of Health of the municipality of Neiva and the Department of Huila for providing the data for the study.</p>
		</ack>
		<ref-list>
			<title>References</title>
			<ref id="B1">
				<label>1</label>
				<mixed-citation>1. Frysz M, Howe LD, Tobias JH, Paternoster L. Using SITAR (SuperImposition by Translation and Rotation) to estimate age at peak height velocity in Avon Longitudinal Study of Parents and Children. Wellcome Open Res. 2018;3:90. <ext-link ext-link-type="uri" xlink:href="https://doi.org/gqz2k2">https://doi.org/gqz2k2</ext-link>.</mixed-citation>
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							<surname>Howe</surname>
							<given-names>LD</given-names>
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							<surname>Paternoster</surname>
							<given-names>L</given-names>
						</name>
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					<article-title>Ecological analysis of secular trends in low birth weight births and adult height in Japan</article-title>
					<source>J Epidemiol Community Health</source>
					<year>2017</year>
					<volume>71</volume>
					<issue>10</issue>
					<fpage>1014</fpage>
					<lpage>1018</lpage>
					<ext-link ext-link-type="uri" xlink:href="https://doi.org/mf5f">https://doi.org/mf5f</ext-link>
				</element-citation>
			</ref>
		</ref-list>
		<fn-group>
			<fn fn-type="other" id="fn1">
				<label>How to cite:</label>
				<p> López-Laiseca JD, Massuça LM. Age of pubertal height growth spurt in children and adolescents from Huila, Colombia. Rev. Fac. Med. 2023;71(4):e102130. English. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.15446/revfacmed.v71n4.102130">https://doi.org/10.15446/revfacmed.v71n4.102130</ext-link>.</p>
			</fn>
			<fn fn-type="other" id="fn2">
				<label>Cómo citar:</label>
				<p> López-Laiseca JD, Massuça LM. [Edad del estirón puberal en altura en niños, niñas y adolescentes de Huila, Colombia]. Rev. Fac. Med. 2023;71(4):e102130. English. doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.15446/revfacmed.v71n4.102130">https://doi.org/10.15446/revfacmed.v71n4.102130</ext-link>.</p>
			</fn>
		</fn-group>
		<fn-group>
			<fn fn-type="financial-disclosure" id="fn4">
				<label>Funding</label>
				<p> Fellow of the Red Euroamericana de Física Actividad y Educación y Salud (REAFES) and of the Faculdade de Educação Física e Deporto of the University of Lusófona, Lisbon, Portugal.</p>
			</fn>
		</fn-group>
	</back>
</article>