Establishing Body Mass Index growth charts for Pakistani children and adolescents using the lambda-mu-sigma (LMS) and quantile regression method.

IF 2.6 4区 医学 Q2 Medicine
Minerva pediatrica Pub Date : 2023-12-01 Epub Date: 2020-06-05 DOI:10.23736/S2724-5276.20.05745-X
Muhammad Asif, Muhammad Aslam, Justyna Wyszyńska, Saima Altaf
{"title":"Establishing Body Mass Index growth charts for Pakistani children and adolescents using the lambda-mu-sigma (LMS) and quantile regression method.","authors":"Muhammad Asif, Muhammad Aslam, Justyna Wyszyńska, Saima Altaf","doi":"10.23736/S2724-5276.20.05745-X","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Assessment of growth and nutritional status is an essential part of clinical evaluation and care in pediatrics. Therefore, we aimed to establish age and gender specific smoothed BMI growth reference charts of Pakistani children and adolescents aged 2-18 years and to compare our LMS median percentile values with WHO 2007 international references and with references from other foreign studies.</p><p><strong>Methods: </strong>A representative cross-sectional sample of 10,668 healthy Pakistani subjects aged 2 to 18 years was studied. For calculation of BMI (kg/m<sup>2</sup>), height (cm) and weight (kg) were measured using standard procedures. Age and gender specific smoothed BMI growth reference values and associated charts were obtained using lambda-mu-sigma (LMS) as well as quantile regression (QR) statistical methods.</p><p><strong>Results: </strong>In the sample studied, the mean (±SD) BMI of all subjects was 16.50 (±2.83 kg/m<sup>2</sup>). Smoothed BMI percentile curves (5<sup>th</sup>, 10<sup>th</sup>, 25<sup>th</sup>, 50<sup>th</sup>, 75<sup>th</sup>, 90<sup>th</sup> and 95<sup>th</sup>) obtained by using LMS and QR methods, showed that BMI increased with age in both sexes. During pubertal age, girls had larger percentiles than boys. Centile values estimated by the LMS and QR procedure had small variability from the empirical centiles. Comparison of LMS BMI 50<sup>th</sup> percentile with references from WHO 2007 and data from other countries demonstrated that Pakistani children had substantially lower BMI percentiles than their counterparts in the reference population.</p><p><strong>Conclusions: </strong>This comprehensive study suggests that WHO 2007 references are not suitable for Pakistani children. The QR method should be considered as an alternative method to develop growth charts.</p>","PeriodicalId":18533,"journal":{"name":"Minerva pediatrica","volume":null,"pages":null},"PeriodicalIF":2.6000,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Minerva pediatrica","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.23736/S2724-5276.20.05745-X","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2020/6/5 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Assessment of growth and nutritional status is an essential part of clinical evaluation and care in pediatrics. Therefore, we aimed to establish age and gender specific smoothed BMI growth reference charts of Pakistani children and adolescents aged 2-18 years and to compare our LMS median percentile values with WHO 2007 international references and with references from other foreign studies.

Methods: A representative cross-sectional sample of 10,668 healthy Pakistani subjects aged 2 to 18 years was studied. For calculation of BMI (kg/m2), height (cm) and weight (kg) were measured using standard procedures. Age and gender specific smoothed BMI growth reference values and associated charts were obtained using lambda-mu-sigma (LMS) as well as quantile regression (QR) statistical methods.

Results: In the sample studied, the mean (±SD) BMI of all subjects was 16.50 (±2.83 kg/m2). Smoothed BMI percentile curves (5th, 10th, 25th, 50th, 75th, 90th and 95th) obtained by using LMS and QR methods, showed that BMI increased with age in both sexes. During pubertal age, girls had larger percentiles than boys. Centile values estimated by the LMS and QR procedure had small variability from the empirical centiles. Comparison of LMS BMI 50th percentile with references from WHO 2007 and data from other countries demonstrated that Pakistani children had substantially lower BMI percentiles than their counterparts in the reference population.

Conclusions: This comprehensive study suggests that WHO 2007 references are not suitable for Pakistani children. The QR method should be considered as an alternative method to develop growth charts.

采用lambda-mu-sigma (LMS)和分位数回归方法建立巴基斯坦儿童和青少年体重指数增长图表。
背景:生长和营养状况的评估是儿科临床评估和护理的重要组成部分。因此,我们旨在建立巴基斯坦2-18岁儿童和青少年的年龄和性别特异性平滑BMI生长参考图,并将我们的LMS中位数与WHO 2007国际参考文献和其他国外研究的参考文献进行比较。方法:对10,668名2 ~ 18岁健康巴基斯坦人进行代表性横断面抽样研究。计算BMI (kg/m2)时,采用标准程序测量身高(cm)和体重(kg)。采用lambda-mu-sigma (LMS)和分位数回归(QR)统计方法获得年龄和性别特定的平滑BMI生长参考值和相关图表。结果:在所研究的样本中,所有受试者的BMI平均值(±SD)为16.50(±2.83 kg/m2)。通过LMS和QR法得到的BMI百分位曲线(第5、第10、第25、第50、第75、第90和第95)平滑后显示,男女BMI均随年龄增长而增加。在青春期,女孩的百分位数比男孩大。LMS和QR程序估计的百分位数值与经验百分位数的差异很小。LMS BMI第50百分位数与世界卫生组织2007年的参考数据和其他国家的数据进行比较表明,巴基斯坦儿童的BMI百分位数大大低于参考人群中的同龄人。结论:这项综合研究表明,2007年世卫组织的参考文献不适合巴基斯坦儿童。QR法可作为另一种绘制生长图的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Minerva pediatrica
Minerva pediatrica PEDIATRICS-
CiteScore
2.70
自引率
3.80%
发文量
1
审稿时长
>12 weeks
期刊介绍: Minerva Pediatrica publishes scientific papers on pediatrics, neonatology, adolescent medicine, child and adolescent psychiatry and pediatric surgery. Manuscripts may be submitted in the form of editorials, original articles, review articles, special articles, letters to the Editor and guidelines. The journal aims to provide its readers with papers of the highest quality and impact through a process of careful peer review and editorial work.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信