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Insight into human pubertal growth by applying the QEPS growth model
BACKGROUND: Computerized mathematical models describing absolute and relative individual growth during puberty in both cm and standard deviation (SD)-scores are lacking. The present study aimed to fill this gap, by applying the QEPS-model that delineates mathematically the specific pubertal function...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5395895/ https://www.ncbi.nlm.nih.gov/pubmed/28424059 http://dx.doi.org/10.1186/s12887-017-0857-1 |
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author | Holmgren, Anton Niklasson, Aimon Gelander, Lars Aronson, A. Stefan Nierop, Andreas F.M. Albertsson-Wikland, Kerstin |
author_facet | Holmgren, Anton Niklasson, Aimon Gelander, Lars Aronson, A. Stefan Nierop, Andreas F.M. Albertsson-Wikland, Kerstin |
author_sort | Holmgren, Anton |
collection | PubMed |
description | BACKGROUND: Computerized mathematical models describing absolute and relative individual growth during puberty in both cm and standard deviation (SD)-scores are lacking. The present study aimed to fill this gap, by applying the QEPS-model that delineates mathematically the specific pubertal functions of the total growth curve. METHODS: Study population used was the individual growth curves of the longitudinally followed cohort GrowUp1974 Gothenburg (n = 2280). The QEPS-model describes total height as (T)otal-function: a combination of four shape-invariant growth functions, modified by time-scale and height-scale parameters: a (Q)uadratic-function for the continuous growth from fetal life to adulthood; a negative (E)xponential-function adds the rapid, declining fetal/infancy growth; a (P)ubertal-function the specific pubertal growth spurt; a (S)top-function the declining growth until adult height. A constructed variable, MathSelect, was developed for assessing data-quality. CIs and SD-scores for growth estimates were calculated for each individual. QEPS-model estimates used for pubertal growth; from the T-function: onset of puberty as minimal height velocity (AgeT (ONSET)); mid-puberty as peak height velocity (AgeT (PHV)); end of puberty as height velocity decreased to 1 cm/year (AgeT (END)); duration of different intervals and gain (AgeT (ONSET–END) and Tpubgain); from the P-function: onset of puberty, estimated as growth at 1% or 5% (AgeP1 (,) AgeP5); mid-puberty as 50% (AgeP50) and PHV (AgeP (PHV)); end of pubertal growth at 95 or 99% (AgeP95, AgeP99); duration of different intervals and pubertal gain (Ppubgain; P (max)); from the QES-function: gain (QESpubgain) (.) RESULTS: Application of these mathematical estimates for onset, middle and end of puberty of P-function, QES-function, and T-function during puberty showed: the later the onset of puberty, the greater the adult height; pubertal gain due to the P-function growth was independent of age at onset of puberty; boys had higher total gain during puberty due to P-function growth than to QES-function growth; for girls it was reversed. CONCLUSIONS: QEPS is the first growth model to provide individualized estimates of both the specific pubertal growth function and the total growth during puberty, with accompanying SD-scores and Cis for each individual. These QEPS-derived estimates enable more in-depth analysis of different aspects of pubertal growth than previously possible. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12887-017-0857-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5395895 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-53958952017-04-20 Insight into human pubertal growth by applying the QEPS growth model Holmgren, Anton Niklasson, Aimon Gelander, Lars Aronson, A. Stefan Nierop, Andreas F.M. Albertsson-Wikland, Kerstin BMC Pediatr Research Article BACKGROUND: Computerized mathematical models describing absolute and relative individual growth during puberty in both cm and standard deviation (SD)-scores are lacking. The present study aimed to fill this gap, by applying the QEPS-model that delineates mathematically the specific pubertal functions of the total growth curve. METHODS: Study population used was the individual growth curves of the longitudinally followed cohort GrowUp1974 Gothenburg (n = 2280). The QEPS-model describes total height as (T)otal-function: a combination of four shape-invariant growth functions, modified by time-scale and height-scale parameters: a (Q)uadratic-function for the continuous growth from fetal life to adulthood; a negative (E)xponential-function adds the rapid, declining fetal/infancy growth; a (P)ubertal-function the specific pubertal growth spurt; a (S)top-function the declining growth until adult height. A constructed variable, MathSelect, was developed for assessing data-quality. CIs and SD-scores for growth estimates were calculated for each individual. QEPS-model estimates used for pubertal growth; from the T-function: onset of puberty as minimal height velocity (AgeT (ONSET)); mid-puberty as peak height velocity (AgeT (PHV)); end of puberty as height velocity decreased to 1 cm/year (AgeT (END)); duration of different intervals and gain (AgeT (ONSET–END) and Tpubgain); from the P-function: onset of puberty, estimated as growth at 1% or 5% (AgeP1 (,) AgeP5); mid-puberty as 50% (AgeP50) and PHV (AgeP (PHV)); end of pubertal growth at 95 or 99% (AgeP95, AgeP99); duration of different intervals and pubertal gain (Ppubgain; P (max)); from the QES-function: gain (QESpubgain) (.) RESULTS: Application of these mathematical estimates for onset, middle and end of puberty of P-function, QES-function, and T-function during puberty showed: the later the onset of puberty, the greater the adult height; pubertal gain due to the P-function growth was independent of age at onset of puberty; boys had higher total gain during puberty due to P-function growth than to QES-function growth; for girls it was reversed. CONCLUSIONS: QEPS is the first growth model to provide individualized estimates of both the specific pubertal growth function and the total growth during puberty, with accompanying SD-scores and Cis for each individual. These QEPS-derived estimates enable more in-depth analysis of different aspects of pubertal growth than previously possible. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12887-017-0857-1) contains supplementary material, which is available to authorized users. BioMed Central 2017-04-19 /pmc/articles/PMC5395895/ /pubmed/28424059 http://dx.doi.org/10.1186/s12887-017-0857-1 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Holmgren, Anton Niklasson, Aimon Gelander, Lars Aronson, A. Stefan Nierop, Andreas F.M. Albertsson-Wikland, Kerstin Insight into human pubertal growth by applying the QEPS growth model |
title | Insight into human pubertal growth by applying the QEPS growth model |
title_full | Insight into human pubertal growth by applying the QEPS growth model |
title_fullStr | Insight into human pubertal growth by applying the QEPS growth model |
title_full_unstemmed | Insight into human pubertal growth by applying the QEPS growth model |
title_short | Insight into human pubertal growth by applying the QEPS growth model |
title_sort | insight into human pubertal growth by applying the qeps growth model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5395895/ https://www.ncbi.nlm.nih.gov/pubmed/28424059 http://dx.doi.org/10.1186/s12887-017-0857-1 |
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